2022-08-20 00:34:52,203 INFO [train.py:1020] (5/8) Training started
2022-08-20 00:34:52,204 INFO [train.py:1030] (5/8) Device: cuda:5
2022-08-20 00:34:52,207 INFO [train.py:1039] (5/8) {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 0, 'log_interval': 50, 'reset_interval': 200, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'dim_feedforward': 2048, 'decoder_dim': 512, 'joiner_dim': 512, 'model_warm_step': 3000, 'env_info': {'k2-version': '1.15.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'f8d2dba06c000ffee36aab5b66f24e7c9809f116', 'k2-git-date': 'Thu Apr 21 12:20:34 2022', 'lhotse-version': '1.3.0.dev+missing.version.file', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'lstm-giga-libri', 'icefall-git-sha1': 'f2f5baf-dirty', 'icefall-git-date': 'Fri Aug 19 14:38:45 2022', 'icefall-path': '/k2-dev/fangjun/open-source/icefall-lstm-giga', 'k2-path': '/ceph-fj/fangjun/open-source-2/k2-multi-22/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-fj/fangjun/open-source-2/lhotse-jsonl/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-6-0701202559-7d99965d5f-tswlt', 'IP address': '10.177.28.74'}, 'world_size': 8, 'master_port': 12354, 'tensorboard': True, 'full_libri': True, 'num_epochs': 35, 'start_epoch': 1, 'start_batch': 0, 'exp_dir': PosixPath('lstm_transducer_stateless2/exp'), 'bpe_model': 'data/lang_bpe_500/bpe.model', 'initial_lr': 0.003, 'lr_batches': 5000, 'lr_epochs': 10.0, 'context_size': 2, 'prune_range': 5, 'lm_scale': 0.25, 'am_scale': 0.0, 'simple_loss_scale': 0.5, 'seed': 42, 'print_diagnostics': False, 'save_every_n': 2000, 'keep_last_k': 20, 'average_period': 100, 'use_fp16': False, 'giga_prob': 0.9, 'num_encoder_layers': 12, 'encoder_dim': 512, 'rnn_hidden_size': 1024, 'aux_layer_period': 0, 'max_duration': 500, 'bucketing_sampler': True, 'num_buckets': 30, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'on_the_fly_num_workers': 0, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'manifest_dir': PosixPath('data/fbank'), 'on_the_fly_feats': False, 'blank_id': 0, 'vocab_size': 500}
2022-08-20 00:34:52,207 INFO [train.py:1041] (5/8) About to create model
2022-08-20 00:34:52,694 INFO [train.py:460] (5/8) Use giga
2022-08-20 00:34:52,750 INFO [train.py:1045] (5/8) Number of model parameters: 86241344
2022-08-20 00:34:58,736 INFO [train.py:1060] (5/8) Using DDP
2022-08-20 00:34:59,677 INFO [librispeech.py:43] (5/8) About to get train-clean-100 cuts from data/fbank/librispeech_cuts_train-clean-100.jsonl.gz
2022-08-20 00:34:59,683 INFO [librispeech.py:48] (5/8) About to get train-clean-360 cuts from data/fbank/librispeech_cuts_train-clean-360.jsonl.gz
2022-08-20 00:34:59,685 INFO [librispeech.py:53] (5/8) About to get train-other-500 cuts from data/fbank/librispeech_cuts_train-other-500.jsonl.gz
2022-08-20 00:34:59,686 INFO [train.py:1104] (5/8) Using the XL subset of GigaSpeech (10k hours)
2022-08-20 00:34:59,687 INFO [gigaspeech.py:46] (5/8) About to get train-XL cuts
2022-08-20 00:34:59,791 INFO [gigaspeech.py:62] (5/8) Loading 1998 splits
2022-08-20 00:35:10,658 INFO [asr_datamodule.py:168] (5/8) Enable MUSAN
2022-08-20 00:35:10,659 INFO [asr_datamodule.py:180] (5/8) Enable SpecAugment
2022-08-20 00:35:10,659 INFO [asr_datamodule.py:181] (5/8) Time warp factor: 80
2022-08-20 00:35:10,659 INFO [asr_datamodule.py:196] (5/8) About to create train dataset
2022-08-20 00:35:10,659 INFO [asr_datamodule.py:227] (5/8) Using DynamicBucketingSampler.
2022-08-20 00:35:13,564 INFO [asr_datamodule.py:236] (5/8) About to create train dataloader
2022-08-20 00:35:13,565 INFO [asr_datamodule.py:168] (5/8) Enable MUSAN
2022-08-20 00:35:13,565 INFO [asr_datamodule.py:180] (5/8) Enable SpecAugment
2022-08-20 00:35:13,565 INFO [asr_datamodule.py:181] (5/8) Time warp factor: 80
2022-08-20 00:35:13,565 INFO [asr_datamodule.py:196] (5/8) About to create train dataset
2022-08-20 00:35:13,565 INFO [asr_datamodule.py:227] (5/8) Using DynamicBucketingSampler.
2022-08-20 00:35:17,213 INFO [asr_datamodule.py:236] (5/8) About to create train dataloader
2022-08-20 00:35:17,213 INFO [librispeech.py:68] (5/8) About to get dev-clean cuts from data/fbank/librispeech_cuts_dev-clean.jsonl.gz
2022-08-20 00:35:17,215 INFO [librispeech.py:73] (5/8) About to get dev-other cuts from data/fbank/librispeech_cuts_dev-other.jsonl.gz
2022-08-20 00:35:17,216 INFO [asr_datamodule.py:249] (5/8) About to create dev dataset
2022-08-20 00:35:17,551 INFO [asr_datamodule.py:270] (5/8) About to create dev dataloader
2022-08-20 00:35:17,551 INFO [train.py:1156] (5/8) Skip scan_pessimistic_batches_for_oom
2022-08-20 00:37:24,332 INFO [train.py:927] (5/8) Epoch 1, batch 50, giga_loss[loss=0.545, simple_loss=1.09, pruned_loss=7.723, over 12181.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03492, over 39.00 utterances.], tot_loss[loss=0.877, simple_loss=1.754, pruned_loss=7.74, over 547450.03 frames. utt_duration=613.4 frames, utt_pad_proportion=0.06087, over 3578.68 utterances.], libri_tot_loss[loss=1.204, simple_loss=2.408, pruned_loss=7.336, over 108851.94 frames. utt_duration=1248 frames, utt_pad_proportion=0.04102, over 349.25 utterances.], giga_tot_loss[loss=0.8185, simple_loss=1.637, pruned_loss=7.821, over 458808.10 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06291, over 3334.58 utterances.], batch size: 39, lr: 3.00e-03
2022-08-20 00:39:05,420 INFO [train.py:927] (5/8) Epoch 1, batch 100, giga_loss[loss=0.4185, simple_loss=0.8371, pruned_loss=7.307, over 12408.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.0722, over 212.00 utterances.], tot_loss[loss=0.6609, simple_loss=1.322, pruned_loss=7.593, over 974195.11 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06438, over 6931.40 utterances.], libri_tot_loss[loss=1.025, simple_loss=2.051, pruned_loss=7.5, over 155783.31 frames. utt_duration=1296 frames, utt_pad_proportion=0.03296, over 481.31 utterances.], giga_tot_loss[loss=0.6214, simple_loss=1.243, pruned_loss=7.601, over 873434.58 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06631, over 6718.49 utterances.], batch size: 212, lr: 3.00e-03
2022-08-20 00:40:44,368 INFO [train.py:927] (5/8) Epoch 1, batch 150, giga_loss[loss=0.3863, simple_loss=0.7726, pruned_loss=7.172, over 12386.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02977, over 58.00 utterances.], tot_loss[loss=0.5633, simple_loss=1.127, pruned_loss=7.475, over 1307695.36 frames. utt_duration=539 frames, utt_pad_proportion=0.06818, over 9731.59 utterances.], libri_tot_loss[loss=0.8726, simple_loss=1.745, pruned_loss=7.629, over 224804.71 frames. utt_duration=1278 frames, utt_pad_proportion=0.03194, over 704.15 utterances.], giga_tot_loss[loss=0.5347, simple_loss=1.069, pruned_loss=7.45, over 1190940.95 frames. utt_duration=499 frames, utt_pad_proportion=0.07016, over 9575.87 utterances.], batch size: 58, lr: 3.00e-03
2022-08-20 00:42:20,887 INFO [train.py:927] (5/8) Epoch 1, batch 200, giga_loss[loss=0.3867, simple_loss=0.7734, pruned_loss=6.721, over 12380.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03359, over 80.00 utterances.], tot_loss[loss=0.5029, simple_loss=1.006, pruned_loss=7.302, over 1566773.76 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06666, over 12031.22 utterances.], libri_tot_loss[loss=0.7909, simple_loss=1.582, pruned_loss=7.631, over 280599.02 frames. utt_duration=1292 frames, utt_pad_proportion=0.03122, over 869.94 utterances.], giga_tot_loss[loss=0.4811, simple_loss=0.9621, pruned_loss=7.264, over 1450433.99 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06844, over 11989.15 utterances.], batch size: 80, lr: 3.00e-03
2022-08-20 00:43:59,369 INFO [train.py:927] (5/8) Epoch 1, batch 250, giga_loss[loss=0.3884, simple_loss=0.7767, pruned_loss=7.055, over 12419.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03846, over 133.00 utterances.], tot_loss[loss=0.4663, simple_loss=0.9325, pruned_loss=7.245, over 1767738.88 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06755, over 14019.33 utterances.], libri_tot_loss[loss=0.7669, simple_loss=1.534, pruned_loss=7.625, over 313485.53 frames. utt_duration=1288 frames, utt_pad_proportion=0.02963, over 974.34 utterances.], giga_tot_loss[loss=0.447, simple_loss=0.8941, pruned_loss=7.21, over 1664990.34 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06911, over 14050.54 utterances.], batch size: 133, lr: 3.00e-03
2022-08-20 00:45:35,165 INFO [train.py:927] (5/8) Epoch 1, batch 300, giga_loss[loss=0.3503, simple_loss=0.7007, pruned_loss=6.884, over 12393.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04481, over 34.00 utterances.], tot_loss[loss=0.4422, simple_loss=0.8843, pruned_loss=7.187, over 1924382.39 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06647, over 14568.74 utterances.], libri_tot_loss[loss=0.7063, simple_loss=1.413, pruned_loss=7.571, over 387810.96 frames. utt_duration=1207 frames, utt_pad_proportion=0.05875, over 1287.15 utterances.], giga_tot_loss[loss=0.4252, simple_loss=0.8503, pruned_loss=7.151, over 1822116.89 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06634, over 14743.38 utterances.], batch size: 34, lr: 3.00e-03
2022-08-20 00:47:16,015 INFO [train.py:927] (5/8) Epoch 1, batch 350, giga_loss[loss=0.3567, simple_loss=0.7134, pruned_loss=6.958, over 12375.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02681, over 66.00 utterances.], tot_loss[loss=0.4205, simple_loss=0.841, pruned_loss=7.112, over 2046626.70 frames. utt_duration=511 frames, utt_pad_proportion=0.0681, over 16066.97 utterances.], libri_tot_loss[loss=0.6902, simple_loss=1.38, pruned_loss=7.545, over 408286.41 frames. utt_duration=1226 frames, utt_pad_proportion=0.05651, over 1333.17 utterances.], giga_tot_loss[loss=0.4071, simple_loss=0.8141, pruned_loss=7.082, over 1962238.53 frames. utt_duration=483.2 frames, utt_pad_proportion=0.0682, over 16294.02 utterances.], batch size: 66, lr: 3.00e-03
2022-08-20 00:48:57,373 INFO [train.py:927] (5/8) Epoch 1, batch 400, giga_loss[loss=0.331, simple_loss=0.6619, pruned_loss=6.925, over 12390.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02936, over 58.00 utterances.], tot_loss[loss=0.4031, simple_loss=0.8062, pruned_loss=7.066, over 2141112.78 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06923, over 16357.04 utterances.], libri_tot_loss[loss=0.6708, simple_loss=1.342, pruned_loss=7.513, over 439151.91 frames. utt_duration=1183 frames, utt_pad_proportion=0.07418, over 1486.37 utterances.], giga_tot_loss[loss=0.3917, simple_loss=0.7833, pruned_loss=7.041, over 2069366.65 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06799, over 16600.80 utterances.], batch size: 58, lr: 3.00e-03
2022-08-20 00:50:39,325 INFO [train.py:927] (5/8) Epoch 1, batch 450, giga_loss[loss=0.3682, simple_loss=0.7363, pruned_loss=7.008, over 12407.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04342, over 146.00 utterances.], tot_loss[loss=0.3893, simple_loss=0.7786, pruned_loss=7.034, over 2214471.38 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07198, over 17393.91 utterances.], libri_tot_loss[loss=0.6405, simple_loss=1.281, pruned_loss=7.457, over 489440.99 frames. utt_duration=1213 frames, utt_pad_proportion=0.06771, over 1615.76 utterances.], giga_tot_loss[loss=0.3794, simple_loss=0.7587, pruned_loss=7.013, over 2150709.29 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07144, over 17802.83 utterances.], batch size: 146, lr: 2.99e-03
2022-08-20 00:52:18,219 INFO [train.py:927] (5/8) Epoch 1, batch 500, giga_loss[loss=0.411, simple_loss=0.822, pruned_loss=7.1, over 12391.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05142, over 161.00 utterances.], tot_loss[loss=0.3913, simple_loss=0.7826, pruned_loss=7.046, over 2273165.22 frames. utt_duration=513 frames, utt_pad_proportion=0.07083, over 17775.60 utterances.], libri_tot_loss[loss=0.6259, simple_loss=1.252, pruned_loss=7.424, over 528955.31 frames. utt_duration=1217 frames, utt_pad_proportion=0.06429, over 1740.59 utterances.], giga_tot_loss[loss=0.3818, simple_loss=0.7636, pruned_loss=7.029, over 2218347.59 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07079, over 18279.59 utterances.], batch size: 161, lr: 2.99e-03
2022-08-20 00:53:58,308 INFO [train.py:927] (5/8) Epoch 1, batch 550, libri_loss[loss=0.4256, simple_loss=0.8511, pruned_loss=6.996, over 12291.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006222, over 32.00 utterances.], tot_loss[loss=0.3954, simple_loss=0.7907, pruned_loss=7.074, over 2316675.79 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06971, over 17491.70 utterances.], libri_tot_loss[loss=0.5946, simple_loss=1.189, pruned_loss=7.352, over 605337.71 frames. utt_duration=1193 frames, utt_pad_proportion=0.07248, over 2032.21 utterances.], giga_tot_loss[loss=0.3864, simple_loss=0.7729, pruned_loss=7.064, over 2265923.96 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06902, over 18203.02 utterances.], batch size: 32, lr: 2.99e-03
2022-08-20 00:55:39,673 INFO [train.py:927] (5/8) Epoch 1, batch 600, giga_loss[loss=0.3927, simple_loss=0.7854, pruned_loss=7.213, over 12417.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06197, over 183.00 utterances.], tot_loss[loss=0.3921, simple_loss=0.7842, pruned_loss=7.112, over 2350200.51 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06598, over 17590.80 utterances.], libri_tot_loss[loss=0.5855, simple_loss=1.171, pruned_loss=7.321, over 633063.26 frames. utt_duration=1182 frames, utt_pad_proportion=0.07272, over 2144.26 utterances.], giga_tot_loss[loss=0.3844, simple_loss=0.7688, pruned_loss=7.11, over 2308385.95 frames. utt_duration=507 frames, utt_pad_proportion=0.06546, over 18264.06 utterances.], batch size: 183, lr: 2.99e-03
2022-08-20 00:57:20,671 INFO [train.py:927] (5/8) Epoch 1, batch 650, giga_loss[loss=0.3183, simple_loss=0.6366, pruned_loss=7.338, over 12460.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0359, over 40.00 utterances.], tot_loss[loss=0.3829, simple_loss=0.7659, pruned_loss=7.144, over 2377983.61 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06242, over 17851.49 utterances.], libri_tot_loss[loss=0.5791, simple_loss=1.158, pruned_loss=7.293, over 660381.04 frames. utt_duration=1195 frames, utt_pad_proportion=0.0697, over 2212.77 utterances.], giga_tot_loss[loss=0.3757, simple_loss=0.7513, pruned_loss=7.146, over 2343622.00 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06241, over 18520.74 utterances.], batch size: 40, lr: 2.99e-03
2022-08-20 00:59:00,307 INFO [train.py:927] (5/8) Epoch 1, batch 700, giga_loss[loss=0.3195, simple_loss=0.6391, pruned_loss=7.242, over 12377.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03042, over 58.00 utterances.], tot_loss[loss=0.3745, simple_loss=0.7491, pruned_loss=7.169, over 2399657.06 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06116, over 18540.14 utterances.], libri_tot_loss[loss=0.5715, simple_loss=1.143, pruned_loss=7.257, over 705023.24 frames. utt_duration=1166 frames, utt_pad_proportion=0.0792, over 2422.60 utterances.], giga_tot_loss[loss=0.3662, simple_loss=0.7325, pruned_loss=7.178, over 2370557.65 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06018, over 19238.50 utterances.], batch size: 58, lr: 2.99e-03
2022-08-20 01:00:42,662 INFO [train.py:927] (5/8) Epoch 1, batch 750, giga_loss[loss=0.3086, simple_loss=0.6172, pruned_loss=7.389, over 12469.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02939, over 55.00 utterances.], tot_loss[loss=0.3656, simple_loss=0.7311, pruned_loss=7.198, over 2416464.96 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06475, over 18987.33 utterances.], libri_tot_loss[loss=0.5588, simple_loss=1.118, pruned_loss=7.233, over 757697.12 frames. utt_duration=1183 frames, utt_pad_proportion=0.0736, over 2566.08 utterances.], giga_tot_loss[loss=0.357, simple_loss=0.714, pruned_loss=7.21, over 2391127.15 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06431, over 19847.43 utterances.], batch size: 55, lr: 2.98e-03
2022-08-20 01:02:23,803 INFO [train.py:927] (5/8) Epoch 1, batch 800, giga_loss[loss=0.2974, simple_loss=0.5947, pruned_loss=7.374, over 12392.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03236, over 80.00 utterances.], tot_loss[loss=0.3528, simple_loss=0.7055, pruned_loss=7.227, over 2428800.65 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06024, over 18565.61 utterances.], libri_tot_loss[loss=0.5566, simple_loss=1.113, pruned_loss=7.227, over 766187.64 frames. utt_duration=1185 frames, utt_pad_proportion=0.07266, over 2590.25 utterances.], giga_tot_loss[loss=0.3457, simple_loss=0.6914, pruned_loss=7.238, over 2408837.25 frames. utt_duration=501 frames, utt_pad_proportion=0.06014, over 19289.05 utterances.], batch size: 80, lr: 2.98e-03
2022-08-20 01:04:04,042 INFO [train.py:927] (5/8) Epoch 1, batch 850, giga_loss[loss=0.317, simple_loss=0.634, pruned_loss=7.321, over 12384.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05897, over 182.00 utterances.], tot_loss[loss=0.3389, simple_loss=0.6778, pruned_loss=7.254, over 2438285.12 frames. utt_duration=548.9 frames, utt_pad_proportion=0.0574, over 17816.05 utterances.], libri_tot_loss[loss=0.5531, simple_loss=1.106, pruned_loss=7.217, over 783248.68 frames. utt_duration=1186 frames, utt_pad_proportion=0.07095, over 2645.21 utterances.], giga_tot_loss[loss=0.3324, simple_loss=0.6648, pruned_loss=7.266, over 2422214.24 frames. utt_duration=526 frames, utt_pad_proportion=0.05756, over 18473.69 utterances.], batch size: 182, lr: 2.98e-03
2022-08-20 01:05:44,902 INFO [train.py:927] (5/8) Epoch 1, batch 900, giga_loss[loss=0.2851, simple_loss=0.5701, pruned_loss=7.328, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02652, over 48.00 utterances.], tot_loss[loss=0.3292, simple_loss=0.6584, pruned_loss=7.262, over 2445628.95 frames. utt_duration=574 frames, utt_pad_proportion=0.05621, over 17086.73 utterances.], libri_tot_loss[loss=0.5408, simple_loss=1.082, pruned_loss=7.176, over 833084.27 frames. utt_duration=1208 frames, utt_pad_proportion=0.06655, over 2762.36 utterances.], giga_tot_loss[loss=0.322, simple_loss=0.6441, pruned_loss=7.285, over 2432132.98 frames. utt_duration=545.2 frames, utt_pad_proportion=0.05685, over 17892.86 utterances.], batch size: 48, lr: 2.98e-03
2022-08-20 01:07:26,116 INFO [train.py:927] (5/8) Epoch 1, batch 950, giga_loss[loss=0.2763, simple_loss=0.5526, pruned_loss=7.24, over 12439.00 frames. utt_duration=441.8 frames, utt_pad_proportion=0.03327, over 113.00 utterances.], tot_loss[loss=0.3196, simple_loss=0.6392, pruned_loss=7.275, over 2452007.53 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05316, over 16616.09 utterances.], libri_tot_loss[loss=0.5375, simple_loss=1.075, pruned_loss=7.164, over 849379.90 frames. utt_duration=1218 frames, utt_pad_proportion=0.06532, over 2793.66 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.6261, pruned_loss=7.297, over 2441229.62 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05394, over 17344.16 utterances.], batch size: 113, lr: 2.97e-03
2022-08-20 01:09:05,634 INFO [train.py:927] (5/8) Epoch 1, batch 1000, giga_loss[loss=0.2722, simple_loss=0.5444, pruned_loss=7.384, over 12338.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03474, over 62.00 utterances.], tot_loss[loss=0.313, simple_loss=0.6259, pruned_loss=7.269, over 2456153.76 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05555, over 16930.81 utterances.], libri_tot_loss[loss=0.5272, simple_loss=1.054, pruned_loss=7.132, over 897240.28 frames. utt_duration=1200 frames, utt_pad_proportion=0.07079, over 2994.64 utterances.], giga_tot_loss[loss=0.3052, simple_loss=0.6103, pruned_loss=7.3, over 2447189.07 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05505, over 17710.65 utterances.], batch size: 62, lr: 2.97e-03
2022-08-20 01:10:43,981 INFO [train.py:927] (5/8) Epoch 1, batch 1050, libri_loss[loss=0.4248, simple_loss=0.8497, pruned_loss=6.723, over 12385.00 frames. utt_duration=763.7 frames, utt_pad_proportion=0.1272, over 65.00 utterances.], tot_loss[loss=0.3051, simple_loss=0.6101, pruned_loss=7.263, over 2460569.28 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05549, over 17135.01 utterances.], libri_tot_loss[loss=0.5078, simple_loss=1.016, pruned_loss=7.091, over 959012.48 frames. utt_duration=1210 frames, utt_pad_proportion=0.06748, over 3173.28 utterances.], giga_tot_loss[loss=0.2977, simple_loss=0.5954, pruned_loss=7.308, over 2452936.32 frames. utt_duration=543 frames, utt_pad_proportion=0.05539, over 18119.72 utterances.], batch size: 65, lr: 2.97e-03
2022-08-20 01:12:26,466 INFO [train.py:927] (5/8) Epoch 1, batch 1100, giga_loss[loss=0.2503, simple_loss=0.5005, pruned_loss=7.325, over 12343.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03238, over 85.00 utterances.], tot_loss[loss=0.2957, simple_loss=0.5914, pruned_loss=7.256, over 2463312.86 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05767, over 17481.67 utterances.], libri_tot_loss[loss=0.4848, simple_loss=0.9695, pruned_loss=7.054, over 1024992.82 frames. utt_duration=1238 frames, utt_pad_proportion=0.0623, over 3315.42 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.5803, pruned_loss=7.314, over 2457402.78 frames. utt_duration=526.4 frames, utt_pad_proportion=0.05817, over 18726.95 utterances.], batch size: 85, lr: 2.96e-03
2022-08-20 01:14:07,684 INFO [train.py:927] (5/8) Epoch 1, batch 1150, libri_loss[loss=0.2716, simple_loss=0.5432, pruned_loss=6.687, over 12299.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.05523, over 27.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.5692, pruned_loss=7.252, over 2465989.09 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06084, over 18253.12 utterances.], libri_tot_loss[loss=0.4746, simple_loss=0.9491, pruned_loss=7.037, over 1060825.33 frames. utt_duration=1246 frames, utt_pad_proportion=0.0607, over 3409.46 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.5593, pruned_loss=7.31, over 2461102.15 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06133, over 19518.01 utterances.], batch size: 27, lr: 2.96e-03
2022-08-20 01:15:46,859 INFO [train.py:927] (5/8) Epoch 1, batch 1200, libri_loss[loss=0.2957, simple_loss=0.5914, pruned_loss=6.894, over 12398.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03782, over 46.00 utterances.], tot_loss[loss=0.2765, simple_loss=0.553, pruned_loss=7.24, over 2468354.89 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07098, over 19511.25 utterances.], libri_tot_loss[loss=0.4596, simple_loss=0.9191, pruned_loss=7.013, over 1116270.23 frames. utt_duration=1225 frames, utt_pad_proportion=0.06594, over 3647.93 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.5433, pruned_loss=7.306, over 2464262.37 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06992, over 20888.22 utterances.], batch size: 46, lr: 2.96e-03
2022-08-20 01:17:27,575 INFO [train.py:927] (5/8) Epoch 1, batch 1250, giga_loss[loss=0.2384, simple_loss=0.4768, pruned_loss=7.452, over 12343.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03195, over 104.00 utterances.], tot_loss[loss=0.269, simple_loss=0.5379, pruned_loss=7.257, over 2469703.93 frames. utt_duration=521 frames, utt_pad_proportion=0.06832, over 19015.26 utterances.], libri_tot_loss[loss=0.4522, simple_loss=0.9044, pruned_loss=7.004, over 1143249.37 frames. utt_duration=1232 frames, utt_pad_proportion=0.06373, over 3716.47 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.5294, pruned_loss=7.318, over 2466335.62 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06804, over 20340.19 utterances.], batch size: 104, lr: 2.95e-03
2022-08-20 01:19:09,197 INFO [train.py:927] (5/8) Epoch 1, batch 1300, giga_loss[loss=0.2092, simple_loss=0.4184, pruned_loss=7.333, over 12302.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.0486, over 26.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.5191, pruned_loss=7.263, over 2469877.71 frames. utt_duration=556.7 frames, utt_pad_proportion=0.0665, over 17795.87 utterances.], libri_tot_loss[loss=0.4468, simple_loss=0.8936, pruned_loss=6.996, over 1163045.75 frames. utt_duration=1233 frames, utt_pad_proportion=0.06295, over 3778.40 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.512, pruned_loss=7.318, over 2467218.77 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06652, over 18985.40 utterances.], batch size: 26, lr: 2.95e-03
2022-08-20 01:20:49,432 INFO [train.py:927] (5/8) Epoch 1, batch 1350, giga_loss[loss=0.2223, simple_loss=0.4445, pruned_loss=7.39, over 12454.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03446, over 105.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.505, pruned_loss=7.274, over 2470360.46 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06469, over 17452.11 utterances.], libri_tot_loss[loss=0.4462, simple_loss=0.8923, pruned_loss=6.991, over 1175988.94 frames. utt_duration=1231 frames, utt_pad_proportion=0.06243, over 3826.45 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.4966, pruned_loss=7.321, over 2468350.87 frames. utt_duration=536.2 frames, utt_pad_proportion=0.0649, over 18464.66 utterances.], batch size: 105, lr: 2.95e-03
2022-08-20 01:22:30,946 INFO [train.py:927] (5/8) Epoch 1, batch 1400, giga_loss[loss=0.2662, simple_loss=0.5323, pruned_loss=7.204, over 12346.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1885, over 362.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.5059, pruned_loss=7.275, over 2471096.44 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06651, over 17438.84 utterances.], libri_tot_loss[loss=0.4481, simple_loss=0.8962, pruned_loss=6.982, over 1208173.66 frames. utt_duration=1238 frames, utt_pad_proportion=0.05994, over 3906.90 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.4884, pruned_loss=7.323, over 2469357.51 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06707, over 18482.49 utterances.], batch size: 362, lr: 2.94e-03
2022-08-20 01:24:09,751 INFO [train.py:927] (5/8) Epoch 1, batch 1450, giga_loss[loss=0.2187, simple_loss=0.4375, pruned_loss=7.327, over 12370.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03079, over 97.00 utterances.], tot_loss[loss=0.247, simple_loss=0.494, pruned_loss=7.271, over 2471827.17 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06137, over 16876.74 utterances.], libri_tot_loss[loss=0.4387, simple_loss=0.8775, pruned_loss=6.968, over 1251362.08 frames. utt_duration=1259 frames, utt_pad_proportion=0.05721, over 3980.06 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.4764, pruned_loss=7.326, over 2470736.31 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06272, over 18064.82 utterances.], batch size: 97, lr: 2.94e-03
2022-08-20 01:25:52,062 INFO [train.py:927] (5/8) Epoch 1, batch 1500, giga_loss[loss=0.1998, simple_loss=0.3996, pruned_loss=7.396, over 12452.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.04087, over 26.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.4798, pruned_loss=7.273, over 2471750.88 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06537, over 17102.15 utterances.], libri_tot_loss[loss=0.4287, simple_loss=0.8574, pruned_loss=6.957, over 1287490.42 frames. utt_duration=1264 frames, utt_pad_proportion=0.05539, over 4079.30 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.4646, pruned_loss=7.33, over 2470878.57 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06665, over 18312.73 utterances.], batch size: 26, lr: 2.94e-03
2022-08-20 01:27:34,512 INFO [train.py:927] (5/8) Epoch 1, batch 1550, giga_loss[loss=0.2474, simple_loss=0.4947, pruned_loss=7.34, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03188, over 80.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.4729, pruned_loss=7.276, over 2471291.02 frames. utt_duration=590.4 frames, utt_pad_proportion=0.06531, over 16786.19 utterances.], libri_tot_loss[loss=0.4232, simple_loss=0.8465, pruned_loss=6.949, over 1310944.66 frames. utt_duration=1262 frames, utt_pad_proportion=0.0552, over 4159.35 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.4592, pruned_loss=7.331, over 2470623.02 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06647, over 17905.93 utterances.], batch size: 80, lr: 2.93e-03
2022-08-20 01:29:15,118 INFO [train.py:927] (5/8) Epoch 1, batch 1600, giga_loss[loss=0.2654, simple_loss=0.5308, pruned_loss=7.32, over 12353.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.4783, pruned_loss=7.283, over 2472003.09 frames. utt_duration=588.7 frames, utt_pad_proportion=0.06324, over 16840.27 utterances.], libri_tot_loss[loss=0.4188, simple_loss=0.8376, pruned_loss=6.942, over 1333885.33 frames. utt_duration=1219 frames, utt_pad_proportion=0.07011, over 4383.12 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.4652, pruned_loss=7.336, over 2471553.13 frames. utt_duration=558.3 frames, utt_pad_proportion=0.0613, over 17755.85 utterances.], batch size: 66, lr: 2.93e-03
2022-08-20 01:30:57,706 INFO [train.py:927] (5/8) Epoch 1, batch 1650, giga_loss[loss=0.2896, simple_loss=0.5792, pruned_loss=7.403, over 12379.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04158, over 133.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.5056, pruned_loss=7.284, over 2472019.11 frames. utt_duration=555.5 frames, utt_pad_proportion=0.0637, over 17848.95 utterances.], libri_tot_loss[loss=0.4268, simple_loss=0.8535, pruned_loss=6.934, over 1361905.05 frames. utt_duration=1227 frames, utt_pad_proportion=0.06785, over 4445.00 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.4784, pruned_loss=7.337, over 2471785.42 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06263, over 18806.40 utterances.], batch size: 133, lr: 2.92e-03
2022-08-20 01:32:39,130 INFO [train.py:927] (5/8) Epoch 1, batch 1700, giga_loss[loss=0.2428, simple_loss=0.4856, pruned_loss=7.49, over 12312.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03578, over 51.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.5104, pruned_loss=7.3, over 2472175.86 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06579, over 18290.13 utterances.], libri_tot_loss[loss=0.4209, simple_loss=0.8417, pruned_loss=6.925, over 1384021.66 frames. utt_duration=1236 frames, utt_pad_proportion=0.06611, over 4483.83 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.4886, pruned_loss=7.353, over 2471923.40 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06522, over 19260.77 utterances.], batch size: 51, lr: 2.92e-03
2022-08-20 01:34:20,189 INFO [train.py:927] (5/8) Epoch 1, batch 1750, giga_loss[loss=0.2022, simple_loss=0.4045, pruned_loss=7.336, over 12398.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03486, over 80.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.5056, pruned_loss=7.3, over 2471886.92 frames. utt_duration=536.1 frames, utt_pad_proportion=0.0674, over 18496.87 utterances.], libri_tot_loss[loss=0.4156, simple_loss=0.8313, pruned_loss=6.918, over 1405257.48 frames. utt_duration=1242 frames, utt_pad_proportion=0.06429, over 4531.81 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.4877, pruned_loss=7.352, over 2472025.86 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06732, over 19488.66 utterances.], batch size: 80, lr: 2.91e-03
2022-08-20 01:36:02,357 INFO [train.py:927] (5/8) Epoch 1, batch 1800, giga_loss[loss=0.2305, simple_loss=0.4611, pruned_loss=7.469, over 12442.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03021, over 80.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.4934, pruned_loss=7.317, over 2472818.02 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06215, over 18474.65 utterances.], libri_tot_loss[loss=0.4156, simple_loss=0.8313, pruned_loss=6.918, over 1405257.48 frames. utt_duration=1242 frames, utt_pad_proportion=0.06429, over 4531.81 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.4795, pruned_loss=7.358, over 2472926.17 frames. utt_duration=515.4 frames, utt_pad_proportion=0.0623, over 19246.57 utterances.], batch size: 80, lr: 2.91e-03
2022-08-20 01:37:44,992 INFO [train.py:927] (5/8) Epoch 1, batch 1850, giga_loss[loss=0.2288, simple_loss=0.4575, pruned_loss=7.371, over 12224.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03495, over 28.00 utterances.], tot_loss[loss=0.248, simple_loss=0.496, pruned_loss=7.319, over 2473467.39 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06439, over 18713.47 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.8265, pruned_loss=6.911, over 1426635.70 frames. utt_duration=1227 frames, utt_pad_proportion=0.06968, over 4655.45 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.4814, pruned_loss=7.362, over 2473403.63 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06329, over 19459.77 utterances.], batch size: 28, lr: 2.91e-03
2022-08-20 01:39:26,209 INFO [train.py:927] (5/8) Epoch 1, batch 1900, giga_loss[loss=0.2305, simple_loss=0.4609, pruned_loss=7.398, over 12332.00 frames. utt_duration=668 frames, utt_pad_proportion=0.02762, over 74.00 utterances.], tot_loss[loss=0.249, simple_loss=0.498, pruned_loss=7.323, over 2473672.85 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06079, over 18320.39 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.8263, pruned_loss=6.909, over 1442237.87 frames. utt_duration=1228 frames, utt_pad_proportion=0.06868, over 4703.48 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.4822, pruned_loss=7.363, over 2473641.73 frames. utt_duration=520.9 frames, utt_pad_proportion=0.0602, over 19050.51 utterances.], batch size: 74, lr: 2.90e-03
2022-08-20 01:41:06,690 INFO [train.py:927] (5/8) Epoch 1, batch 1950, giga_loss[loss=0.2072, simple_loss=0.4143, pruned_loss=7.439, over 12291.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03361, over 28.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.4963, pruned_loss=7.317, over 2473633.70 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06499, over 17771.98 utterances.], libri_tot_loss[loss=0.4041, simple_loss=0.8081, pruned_loss=6.895, over 1487487.38 frames. utt_duration=1245 frames, utt_pad_proportion=0.06527, over 4786.32 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.4805, pruned_loss=7.375, over 2473849.62 frames. utt_duration=527 frames, utt_pad_proportion=0.06505, over 18828.94 utterances.], batch size: 28, lr: 2.90e-03
2022-08-20 01:42:50,418 INFO [train.py:927] (5/8) Epoch 1, batch 2000, giga_loss[loss=0.2369, simple_loss=0.4738, pruned_loss=7.43, over 12340.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.0331, over 62.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.489, pruned_loss=7.322, over 2473795.85 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06797, over 17608.37 utterances.], libri_tot_loss[loss=0.3965, simple_loss=0.793, pruned_loss=6.891, over 1517086.18 frames. utt_duration=1248 frames, utt_pad_proportion=0.06301, over 4869.73 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.4762, pruned_loss=7.382, over 2473621.96 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06841, over 18728.74 utterances.], batch size: 62, lr: 2.89e-03
2022-08-20 01:44:37,830 INFO [train.py:927] (5/8) Epoch 1, batch 2050, giga_loss[loss=0.2431, simple_loss=0.4863, pruned_loss=7.361, over 12374.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.03367, over 104.00 utterances.], tot_loss[loss=0.242, simple_loss=0.4839, pruned_loss=7.337, over 2473852.01 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06282, over 16690.18 utterances.], libri_tot_loss[loss=0.3941, simple_loss=0.7882, pruned_loss=6.888, over 1526561.86 frames. utt_duration=1251 frames, utt_pad_proportion=0.06225, over 4887.00 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.4737, pruned_loss=7.389, over 2473765.95 frames. utt_duration=561.7 frames, utt_pad_proportion=0.06365, over 17663.73 utterances.], batch size: 104, lr: 2.89e-03
2022-08-20 01:46:20,429 INFO [train.py:927] (5/8) Epoch 1, batch 2100, giga_loss[loss=0.2095, simple_loss=0.4191, pruned_loss=7.449, over 12450.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03745, over 40.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.4835, pruned_loss=7.345, over 2473192.70 frames. utt_duration=607.5 frames, utt_pad_proportion=0.05939, over 16325.57 utterances.], libri_tot_loss[loss=0.396, simple_loss=0.7921, pruned_loss=6.885, over 1535761.20 frames. utt_duration=1255 frames, utt_pad_proportion=0.06153, over 4901.08 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.4709, pruned_loss=7.391, over 2473329.62 frames. utt_duration=577.5 frames, utt_pad_proportion=0.0604, over 17175.02 utterances.], batch size: 40, lr: 2.88e-03
2022-08-20 01:48:00,842 INFO [train.py:927] (5/8) Epoch 1, batch 2150, libri_loss[loss=0.2493, simple_loss=0.4986, pruned_loss=6.826, over 12413.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007627, over 38.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.4852, pruned_loss=7.33, over 2472984.22 frames. utt_duration=643.7 frames, utt_pad_proportion=0.05471, over 15403.23 utterances.], libri_tot_loss[loss=0.3938, simple_loss=0.7875, pruned_loss=6.881, over 1572308.41 frames. utt_duration=1264 frames, utt_pad_proportion=0.05852, over 4979.81 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.4673, pruned_loss=7.386, over 2473345.27 frames. utt_duration=604.4 frames, utt_pad_proportion=0.05657, over 16408.80 utterances.], batch size: 38, lr: 2.88e-03
2022-08-20 01:49:40,245 INFO [train.py:927] (5/8) Epoch 1, batch 2200, giga_loss[loss=0.2219, simple_loss=0.4438, pruned_loss=7.451, over 12445.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03866, over 40.00 utterances.], tot_loss[loss=0.241, simple_loss=0.4821, pruned_loss=7.319, over 2472640.76 frames. utt_duration=639.3 frames, utt_pad_proportion=0.05836, over 15508.57 utterances.], libri_tot_loss[loss=0.3836, simple_loss=0.7671, pruned_loss=6.876, over 1611480.34 frames. utt_duration=1255 frames, utt_pad_proportion=0.06284, over 5142.89 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.4675, pruned_loss=7.385, over 2473435.11 frames. utt_duration=597.8 frames, utt_pad_proportion=0.05841, over 16591.74 utterances.], batch size: 40, lr: 2.87e-03
2022-08-20 01:51:17,942 INFO [train.py:927] (5/8) Epoch 1, batch 2250, giga_loss[loss=0.2343, simple_loss=0.4686, pruned_loss=7.349, over 12392.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.0265, over 66.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.4773, pruned_loss=7.313, over 2472352.05 frames. utt_duration=659.1 frames, utt_pad_proportion=0.0549, over 15038.65 utterances.], libri_tot_loss[loss=0.376, simple_loss=0.7521, pruned_loss=6.872, over 1645224.84 frames. utt_duration=1260 frames, utt_pad_proportion=0.06041, over 5228.64 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.4643, pruned_loss=7.385, over 2473079.20 frames. utt_duration=612 frames, utt_pad_proportion=0.05579, over 16202.73 utterances.], batch size: 66, lr: 2.86e-03
2022-08-20 01:53:03,054 INFO [train.py:927] (5/8) Epoch 1, batch 2300, giga_loss[loss=0.2105, simple_loss=0.421, pruned_loss=7.36, over 12197.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03289, over 39.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.4705, pruned_loss=7.317, over 2472053.89 frames. utt_duration=635.1 frames, utt_pad_proportion=0.06151, over 15605.78 utterances.], libri_tot_loss[loss=0.3749, simple_loss=0.7497, pruned_loss=6.871, over 1649411.72 frames. utt_duration=1262 frames, utt_pad_proportion=0.06011, over 5232.50 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.4604, pruned_loss=7.375, over 2472581.52 frames. utt_duration=599 frames, utt_pad_proportion=0.06188, over 16551.71 utterances.], batch size: 39, lr: 2.86e-03
2022-08-20 01:54:42,336 INFO [train.py:927] (5/8) Epoch 1, batch 2350, giga_loss[loss=0.2731, simple_loss=0.5461, pruned_loss=7.328, over 12397.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.4706, pruned_loss=7.301, over 2472483.35 frames. utt_duration=628 frames, utt_pad_proportion=0.0628, over 15787.04 utterances.], libri_tot_loss[loss=0.3737, simple_loss=0.7475, pruned_loss=6.868, over 1670112.75 frames. utt_duration=1269 frames, utt_pad_proportion=0.05843, over 5272.22 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.4577, pruned_loss=7.359, over 2472605.60 frames. utt_duration=592.4 frames, utt_pad_proportion=0.0635, over 16736.67 utterances.], batch size: 258, lr: 2.85e-03
2022-08-20 01:56:23,511 INFO [train.py:927] (5/8) Epoch 1, batch 2400, giga_loss[loss=0.2263, simple_loss=0.4526, pruned_loss=7.296, over 12443.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04338, over 114.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.4656, pruned_loss=7.3, over 2473321.50 frames. utt_duration=633.3 frames, utt_pad_proportion=0.05809, over 15658.74 utterances.], libri_tot_loss[loss=0.3726, simple_loss=0.7453, pruned_loss=6.867, over 1678092.59 frames. utt_duration=1270 frames, utt_pad_proportion=0.05778, over 5293.43 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.4543, pruned_loss=7.35, over 2473444.47 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05907, over 16479.51 utterances.], batch size: 114, lr: 2.85e-03
2022-08-20 01:58:06,809 INFO [train.py:927] (5/8) Epoch 1, batch 2450, giga_loss[loss=0.2119, simple_loss=0.4239, pruned_loss=7.459, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02829, over 91.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.4653, pruned_loss=7.299, over 2472065.94 frames. utt_duration=625.2 frames, utt_pad_proportion=0.05884, over 15854.47 utterances.], libri_tot_loss[loss=0.3702, simple_loss=0.7404, pruned_loss=6.866, over 1697409.58 frames. utt_duration=1275 frames, utt_pad_proportion=0.05624, over 5332.65 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.453, pruned_loss=7.349, over 2472468.85 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06002, over 16709.79 utterances.], batch size: 91, lr: 2.84e-03
2022-08-20 01:59:45,617 INFO [train.py:927] (5/8) Epoch 1, batch 2500, giga_loss[loss=0.1987, simple_loss=0.3975, pruned_loss=7.323, over 12337.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03309, over 85.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.4624, pruned_loss=7.3, over 2470717.98 frames. utt_duration=612.9 frames, utt_pad_proportion=0.06188, over 16165.40 utterances.], libri_tot_loss[loss=0.3716, simple_loss=0.7433, pruned_loss=6.862, over 1708648.41 frames. utt_duration=1280 frames, utt_pad_proportion=0.05541, over 5344.58 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.4477, pruned_loss=7.348, over 2471327.58 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06289, over 16972.84 utterances.], batch size: 85, lr: 2.84e-03
2022-08-20 02:01:28,161 INFO [train.py:927] (5/8) Epoch 1, batch 2550, giga_loss[loss=0.2424, simple_loss=0.4848, pruned_loss=7.412, over 12425.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03317, over 75.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.4578, pruned_loss=7.301, over 2471610.92 frames. utt_duration=609.5 frames, utt_pad_proportion=0.06421, over 16260.92 utterances.], libri_tot_loss[loss=0.3668, simple_loss=0.7337, pruned_loss=6.861, over 1731444.71 frames. utt_duration=1248 frames, utt_pad_proportion=0.06602, over 5557.97 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.4444, pruned_loss=7.352, over 2471918.77 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06179, over 16996.82 utterances.], batch size: 75, lr: 2.83e-03
2022-08-20 02:03:07,861 INFO [train.py:927] (5/8) Epoch 1, batch 2600, giga_loss[loss=0.281, simple_loss=0.562, pruned_loss=7.146, over 12379.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1903, over 363.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.4565, pruned_loss=7.299, over 2471595.13 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06793, over 17095.77 utterances.], libri_tot_loss[loss=0.3627, simple_loss=0.7253, pruned_loss=6.86, over 1749559.50 frames. utt_duration=1250 frames, utt_pad_proportion=0.06439, over 5604.51 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.445, pruned_loss=7.35, over 2472035.27 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06643, over 17898.66 utterances.], batch size: 363, lr: 2.83e-03
2022-08-20 02:04:47,712 INFO [train.py:927] (5/8) Epoch 1, batch 2650, giga_loss[loss=0.2531, simple_loss=0.5062, pruned_loss=7.14, over 12400.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03977, over 133.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.4704, pruned_loss=7.283, over 2472293.13 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06431, over 16910.34 utterances.], libri_tot_loss[loss=0.3675, simple_loss=0.7351, pruned_loss=6.858, over 1774536.16 frames. utt_duration=1253 frames, utt_pad_proportion=0.06245, over 5672.68 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.4454, pruned_loss=7.34, over 2472548.85 frames. utt_duration=555 frames, utt_pad_proportion=0.06388, over 17867.77 utterances.], batch size: 133, lr: 2.82e-03
2022-08-20 02:06:28,244 INFO [train.py:927] (5/8) Epoch 1, batch 2700, giga_loss[loss=0.2449, simple_loss=0.4899, pruned_loss=7.17, over 12359.00 frames. utt_duration=138.4 frames, utt_pad_proportion=0.1858, over 361.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.4667, pruned_loss=7.285, over 2473066.37 frames. utt_duration=583.2 frames, utt_pad_proportion=0.063, over 17004.34 utterances.], libri_tot_loss[loss=0.3628, simple_loss=0.7256, pruned_loss=6.856, over 1795153.34 frames. utt_duration=1252 frames, utt_pad_proportion=0.0611, over 5740.63 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.4458, pruned_loss=7.343, over 2473337.18 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06308, over 18016.18 utterances.], batch size: 361, lr: 2.81e-03
2022-08-20 02:08:06,195 INFO [train.py:927] (5/8) Epoch 1, batch 2750, giga_loss[loss=0.2109, simple_loss=0.4218, pruned_loss=7.349, over 12436.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.03624, over 98.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.4617, pruned_loss=7.295, over 2473169.93 frames. utt_duration=586.8 frames, utt_pad_proportion=0.06037, over 16900.10 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.7174, pruned_loss=6.855, over 1812156.60 frames. utt_duration=1256 frames, utt_pad_proportion=0.05945, over 5776.77 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.4445, pruned_loss=7.353, over 2473174.34 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06103, over 17927.10 utterances.], batch size: 98, lr: 2.81e-03
2022-08-20 02:09:46,115 INFO [train.py:927] (5/8) Epoch 1, batch 2800, giga_loss[loss=0.2237, simple_loss=0.4474, pruned_loss=7.514, over 12351.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02609, over 70.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.4593, pruned_loss=7.306, over 2472809.43 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05684, over 16273.74 utterances.], libri_tot_loss[loss=0.3536, simple_loss=0.7072, pruned_loss=6.854, over 1834643.61 frames. utt_duration=1251 frames, utt_pad_proportion=0.05849, over 5871.61 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.4443, pruned_loss=7.367, over 2473084.23 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05786, over 17354.35 utterances.], batch size: 70, lr: 2.80e-03
2022-08-20 02:11:25,856 INFO [train.py:927] (5/8) Epoch 1, batch 2850, giga_loss[loss=0.2218, simple_loss=0.4436, pruned_loss=7.464, over 12423.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.4629, pruned_loss=7.317, over 2473455.36 frames. utt_duration=594.2 frames, utt_pad_proportion=0.057, over 16693.62 utterances.], libri_tot_loss[loss=0.3512, simple_loss=0.7023, pruned_loss=6.85, over 1856654.46 frames. utt_duration=1256 frames, utt_pad_proportion=0.05708, over 5919.12 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.4461, pruned_loss=7.383, over 2473679.93 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05819, over 17859.86 utterances.], batch size: 105, lr: 2.80e-03
2022-08-20 02:13:01,860 INFO [train.py:927] (5/8) Epoch 1, batch 2900, giga_loss[loss=0.2462, simple_loss=0.4923, pruned_loss=7.467, over 12399.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04031, over 133.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.4609, pruned_loss=7.334, over 2473026.22 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06171, over 17001.66 utterances.], libri_tot_loss[loss=0.3488, simple_loss=0.6977, pruned_loss=6.848, over 1871717.94 frames. utt_duration=1262 frames, utt_pad_proportion=0.0557, over 5940.88 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.4453, pruned_loss=7.398, over 2473400.84 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06278, over 18149.99 utterances.], batch size: 133, lr: 2.79e-03
2022-08-20 02:14:42,404 INFO [train.py:927] (5/8) Epoch 1, batch 2950, giga_loss[loss=0.2727, simple_loss=0.5454, pruned_loss=7.24, over 12476.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03623, over 40.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.457, pruned_loss=7.341, over 2473082.68 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06105, over 17315.26 utterances.], libri_tot_loss[loss=0.3464, simple_loss=0.6927, pruned_loss=6.848, over 1883183.93 frames. utt_duration=1256 frames, utt_pad_proportion=0.05602, over 6004.68 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.4438, pruned_loss=7.4, over 2473783.98 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06188, over 18368.70 utterances.], batch size: 40, lr: 2.78e-03
2022-08-20 02:16:24,889 INFO [train.py:927] (5/8) Epoch 1, batch 3000, giga_loss[loss=7.7, simple_loss=0.4084, pruned_loss=7.495, over 12370.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.03078, over 85.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.4496, pruned_loss=7.344, over 2473289.23 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05702, over 17403.88 utterances.], libri_tot_loss[loss=0.3438, simple_loss=0.6876, pruned_loss=6.848, over 1894946.08 frames. utt_duration=1256 frames, utt_pad_proportion=0.05531, over 6043.12 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.4384, pruned_loss=7.4, over 2473801.79 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05812, over 18412.46 utterances.], batch size: 85, lr: 2.78e-03
2022-08-20 02:16:24,891 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 02:16:37,468 INFO [train.py:967] (5/8) 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 02:18:14,454 INFO [train.py:927] (5/8) Epoch 1, batch 3050, giga_loss[loss=0.3494, simple_loss=0.4596, pruned_loss=1.196, over 12467.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03024, over 75.00 utterances.], tot_loss[loss=0.2992, simple_loss=0.464, pruned_loss=6.095, over 2473791.57 frames. utt_duration=552.2 frames, utt_pad_proportion=0.05926, over 17969.62 utterances.], libri_tot_loss[loss=0.3528, simple_loss=0.683, pruned_loss=6.657, over 1914455.94 frames. utt_duration=1263 frames, utt_pad_proportion=0.05396, over 6068.19 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.451, pruned_loss=6.273, over 2474613.76 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06046, over 19129.23 utterances.], batch size: 75, lr: 2.77e-03
2022-08-20 02:19:49,655 INFO [train.py:927] (5/8) Epoch 1, batch 3100, giga_loss[loss=0.2639, simple_loss=0.3854, pruned_loss=0.7124, over 12330.00 frames. utt_duration=1763 frames, utt_pad_proportion=0.03071, over 28.00 utterances.], tot_loss[loss=0.306, simple_loss=0.4646, pruned_loss=4.959, over 2473307.24 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06107, over 18018.86 utterances.], libri_tot_loss[loss=0.3554, simple_loss=0.6828, pruned_loss=6.519, over 1925435.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05301, over 6094.66 utterances.], giga_tot_loss[loss=0.2935, simple_loss=0.4508, pruned_loss=5.177, over 2474056.54 frames. utt_duration=519.2 frames, utt_pad_proportion=0.0622, over 19117.48 utterances.], batch size: 28, lr: 2.77e-03
2022-08-20 02:21:27,169 INFO [train.py:927] (5/8) Epoch 1, batch 3150, giga_loss[loss=0.3065, simple_loss=0.4996, pruned_loss=0.5676, over 12386.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07374, over 212.00 utterances.], tot_loss[loss=0.3003, simple_loss=0.4582, pruned_loss=3.997, over 2473812.76 frames. utt_duration=569 frames, utt_pad_proportion=0.05825, over 17435.20 utterances.], libri_tot_loss[loss=0.3555, simple_loss=0.6773, pruned_loss=6.347, over 1938683.46 frames. utt_duration=1262 frames, utt_pad_proportion=0.0531, over 6154.40 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.4461, pruned_loss=4.248, over 2474735.53 frames. utt_duration=536 frames, utt_pad_proportion=0.05941, over 18521.35 utterances.], batch size: 212, lr: 2.76e-03
2022-08-20 02:23:01,951 INFO [train.py:927] (5/8) Epoch 1, batch 3200, giga_loss[loss=0.2482, simple_loss=0.4247, pruned_loss=0.3589, over 12437.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03197, over 80.00 utterances.], tot_loss[loss=0.2898, simple_loss=0.4498, pruned_loss=3.207, over 2473126.55 frames. utt_duration=577.2 frames, utt_pad_proportion=0.05656, over 17182.47 utterances.], libri_tot_loss[loss=0.3552, simple_loss=0.6748, pruned_loss=6.278, over 1943953.16 frames. utt_duration=1263 frames, utt_pad_proportion=0.05262, over 6162.86 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.4401, pruned_loss=3.427, over 2473900.09 frames. utt_duration=547.4 frames, utt_pad_proportion=0.05775, over 18127.85 utterances.], batch size: 80, lr: 2.75e-03
2022-08-20 02:24:41,266 INFO [train.py:927] (5/8) Epoch 1, batch 3250, giga_loss[loss=0.239, simple_loss=0.4169, pruned_loss=0.3059, over 12419.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03716, over 113.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.4445, pruned_loss=2.581, over 2473900.26 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05941, over 17674.90 utterances.], libri_tot_loss[loss=0.3558, simple_loss=0.6714, pruned_loss=6.148, over 1954458.50 frames. utt_duration=1267 frames, utt_pad_proportion=0.0516, over 6179.47 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.4352, pruned_loss=2.789, over 2474505.60 frames. utt_duration=533.7 frames, utt_pad_proportion=0.0605, over 18598.79 utterances.], batch size: 113, lr: 2.75e-03
2022-08-20 02:26:20,371 INFO [train.py:927] (5/8) Epoch 1, batch 3300, giga_loss[loss=0.2702, simple_loss=0.471, pruned_loss=0.3471, over 12406.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05036, over 161.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.4397, pruned_loss=2.086, over 2473134.76 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05697, over 17399.50 utterances.], libri_tot_loss[loss=0.3578, simple_loss=0.6706, pruned_loss=5.988, over 1966944.88 frames. utt_duration=1271 frames, utt_pad_proportion=0.05044, over 6199.76 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.4278, pruned_loss=2.282, over 2473932.02 frames. utt_duration=540 frames, utt_pad_proportion=0.05838, over 18377.43 utterances.], batch size: 161, lr: 2.74e-03
2022-08-20 02:27:58,683 INFO [train.py:927] (5/8) Epoch 1, batch 3350, giga_loss[loss=0.2233, simple_loss=0.3982, pruned_loss=0.2425, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02823, over 39.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.4379, pruned_loss=1.692, over 2473483.56 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0536, over 17062.87 utterances.], libri_tot_loss[loss=0.3568, simple_loss=0.6664, pruned_loss=5.855, over 1976958.31 frames. utt_duration=1271 frames, utt_pad_proportion=0.04946, over 6227.54 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.4274, pruned_loss=1.87, over 2474152.23 frames. utt_duration=550.9 frames, utt_pad_proportion=0.05525, over 18011.71 utterances.], batch size: 39, lr: 2.73e-03
2022-08-20 02:29:36,022 INFO [train.py:927] (5/8) Epoch 1, batch 3400, giga_loss[loss=0.2615, simple_loss=0.4652, pruned_loss=0.2886, over 12381.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03471, over 122.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.4376, pruned_loss=1.382, over 2473909.00 frames. utt_duration=599 frames, utt_pad_proportion=0.04963, over 16561.59 utterances.], libri_tot_loss[loss=0.3559, simple_loss=0.6632, pruned_loss=5.758, over 1984190.91 frames. utt_duration=1274 frames, utt_pad_proportion=0.04881, over 6236.14 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.4285, pruned_loss=1.534, over 2474589.85 frames. utt_duration=569 frames, utt_pad_proportion=0.05138, over 17441.07 utterances.], batch size: 122, lr: 2.73e-03
2022-08-20 02:31:15,165 INFO [train.py:927] (5/8) Epoch 1, batch 3450, giga_loss[loss=0.2354, simple_loss=0.4217, pruned_loss=0.2456, over 12459.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.4417, pruned_loss=1.148, over 2474711.02 frames. utt_duration=590.6 frames, utt_pad_proportion=0.0514, over 16802.74 utterances.], libri_tot_loss[loss=0.3535, simple_loss=0.6549, pruned_loss=5.508, over 2003487.13 frames. utt_duration=1279 frames, utt_pad_proportion=0.04753, over 6274.94 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.4324, pruned_loss=1.296, over 2475219.29 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05311, over 17839.20 utterances.], batch size: 75, lr: 2.72e-03
2022-08-20 02:33:00,013 INFO [train.py:927] (5/8) Epoch 1, batch 3500, giga_loss[loss=0.2278, simple_loss=0.4063, pruned_loss=0.2465, over 12215.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03951, over 28.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.4503, pruned_loss=0.9682, over 2473540.39 frames. utt_duration=592.9 frames, utt_pad_proportion=0.05513, over 16728.89 utterances.], libri_tot_loss[loss=0.3521, simple_loss=0.6504, pruned_loss=5.326, over 2017393.16 frames. utt_duration=1282 frames, utt_pad_proportion=0.04627, over 6301.30 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.4406, pruned_loss=1.102, over 2473992.81 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05679, over 17820.59 utterances.], batch size: 28, lr: 2.72e-03
2022-08-20 02:34:41,231 INFO [train.py:927] (5/8) Epoch 1, batch 3550, giga_loss[loss=0.2817, simple_loss=0.4986, pruned_loss=0.3241, over 12420.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03165, over 80.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.4599, pruned_loss=0.8274, over 2474136.40 frames. utt_duration=548.8 frames, utt_pad_proportion=0.0588, over 18082.16 utterances.], libri_tot_loss[loss=0.3502, simple_loss=0.6455, pruned_loss=5.178, over 2028790.86 frames. utt_duration=1286 frames, utt_pad_proportion=0.04535, over 6318.58 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.4514, pruned_loss=0.9436, over 2474407.20 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06023, over 19189.66 utterances.], batch size: 80, lr: 2.71e-03
2022-08-20 02:36:28,880 INFO [train.py:927] (5/8) Epoch 1, batch 3600, giga_loss[loss=0.2652, simple_loss=0.4749, pruned_loss=0.2772, over 12419.00 frames. utt_duration=711 frames, utt_pad_proportion=0.02471, over 70.00 utterances.], tot_loss[loss=0.273, simple_loss=0.4709, pruned_loss=0.7195, over 2474732.48 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06891, over 19500.10 utterances.], libri_tot_loss[loss=0.3527, simple_loss=0.6494, pruned_loss=5.154, over 2030958.90 frames. utt_duration=1286 frames, utt_pad_proportion=0.04513, over 6322.99 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.4607, pruned_loss=0.8086, over 2474996.45 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06959, over 20415.11 utterances.], batch size: 70, lr: 2.70e-03
2022-08-20 02:38:11,728 INFO [train.py:927] (5/8) Epoch 1, batch 3650, giga_loss[loss=0.2371, simple_loss=0.4293, pruned_loss=0.2245, over 12342.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03302, over 62.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.479, pruned_loss=0.6356, over 2474516.08 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06879, over 20314.46 utterances.], libri_tot_loss[loss=0.3545, simple_loss=0.6516, pruned_loss=5.103, over 2035061.83 frames. utt_duration=1289 frames, utt_pad_proportion=0.04474, over 6323.74 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.4678, pruned_loss=0.7038, over 2475019.55 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06949, over 21160.64 utterances.], batch size: 62, lr: 2.70e-03
2022-08-20 02:39:58,589 INFO [train.py:927] (5/8) Epoch 1, batch 3700, giga_loss[loss=0.2948, simple_loss=0.5205, pruned_loss=0.346, over 12344.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02737, over 70.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.4872, pruned_loss=0.5762, over 2474883.80 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07745, over 21869.83 utterances.], libri_tot_loss[loss=0.354, simple_loss=0.649, pruned_loss=5.024, over 2041682.13 frames. utt_duration=1290 frames, utt_pad_proportion=0.04409, over 6336.82 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.478, pruned_loss=0.6283, over 2475217.24 frames. utt_duration=437 frames, utt_pad_proportion=0.07797, over 22731.24 utterances.], batch size: 70, lr: 2.69e-03
2022-08-20 02:41:45,128 INFO [train.py:927] (5/8) Epoch 1, batch 3750, giga_loss[loss=0.2708, simple_loss=0.4792, pruned_loss=0.3117, over 12412.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.4919, pruned_loss=0.5252, over 2474773.67 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08019, over 22612.09 utterances.], libri_tot_loss[loss=0.3516, simple_loss=0.6436, pruned_loss=4.886, over 2052133.20 frames. utt_duration=1293 frames, utt_pad_proportion=0.04363, over 6357.97 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.4851, pruned_loss=0.5705, over 2475308.76 frames. utt_duration=420.2 frames, utt_pad_proportion=0.08087, over 23646.36 utterances.], batch size: 146, lr: 2.68e-03
2022-08-20 02:43:26,974 INFO [train.py:927] (5/8) Epoch 1, batch 3800, giga_loss[loss=0.253, simple_loss=0.4536, pruned_loss=0.262, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02873, over 45.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.4974, pruned_loss=0.4825, over 2474754.68 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07883, over 22172.73 utterances.], libri_tot_loss[loss=0.3537, simple_loss=0.6467, pruned_loss=4.756, over 2062371.16 frames. utt_duration=1299 frames, utt_pad_proportion=0.04283, over 6359.02 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.4868, pruned_loss=0.519, over 2475372.90 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07988, over 23349.52 utterances.], batch size: 45, lr: 2.68e-03
2022-08-20 02:45:07,239 INFO [train.py:927] (5/8) Epoch 1, batch 3850, giga_loss[loss=0.2932, simple_loss=0.5181, pruned_loss=0.3413, over 12329.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2048, over 369.00 utterances.], tot_loss[loss=0.281, simple_loss=0.4925, pruned_loss=0.4453, over 2474718.24 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07552, over 21578.20 utterances.], libri_tot_loss[loss=0.3527, simple_loss=0.6425, pruned_loss=4.662, over 2070332.69 frames. utt_duration=1296 frames, utt_pad_proportion=0.04235, over 6398.51 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.4846, pruned_loss=0.4688, over 2475430.87 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07686, over 22752.01 utterances.], batch size: 369, lr: 2.67e-03
2022-08-20 02:46:49,194 INFO [train.py:927] (5/8) Epoch 1, batch 3900, giga_loss[loss=0.2443, simple_loss=0.444, pruned_loss=0.2229, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02869, over 45.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.4887, pruned_loss=0.4157, over 2474848.25 frames. utt_duration=462.6 frames, utt_pad_proportion=0.0756, over 21466.66 utterances.], libri_tot_loss[loss=0.3517, simple_loss=0.6385, pruned_loss=4.569, over 2078432.16 frames. utt_duration=1298 frames, utt_pad_proportion=0.04156, over 6412.41 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.4827, pruned_loss=0.429, over 2475356.14 frames. utt_duration=438.8 frames, utt_pad_proportion=0.077, over 22639.20 utterances.], batch size: 45, lr: 2.66e-03
2022-08-20 02:48:33,067 INFO [train.py:927] (5/8) Epoch 1, batch 3950, giga_loss[loss=0.2524, simple_loss=0.4552, pruned_loss=0.2481, over 12431.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.0362, over 98.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.4876, pruned_loss=0.3971, over 2474792.08 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07241, over 20780.05 utterances.], libri_tot_loss[loss=0.3531, simple_loss=0.6376, pruned_loss=4.488, over 2085818.09 frames. utt_duration=1295 frames, utt_pad_proportion=0.04193, over 6451.12 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.4808, pruned_loss=0.3962, over 2475599.50 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07379, over 21923.56 utterances.], batch size: 98, lr: 2.66e-03
2022-08-20 02:50:15,157 INFO [train.py:927] (5/8) Epoch 1, batch 4000, giga_loss[loss=0.2901, simple_loss=0.5151, pruned_loss=0.3259, over 12409.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1098, over 260.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.4863, pruned_loss=0.3734, over 2474677.09 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07204, over 20702.38 utterances.], libri_tot_loss[loss=0.3517, simple_loss=0.634, pruned_loss=4.301, over 2100667.18 frames. utt_duration=1292 frames, utt_pad_proportion=0.04296, over 6508.79 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.4785, pruned_loss=0.3713, over 2475721.24 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07326, over 22074.69 utterances.], batch size: 260, lr: 2.65e-03
2022-08-20 02:52:00,549 INFO [train.py:927] (5/8) Epoch 1, batch 4050, giga_loss[loss=0.2348, simple_loss=0.4244, pruned_loss=0.2264, over 12313.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03316, over 28.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.4836, pruned_loss=0.3529, over 2474401.08 frames. utt_duration=481 frames, utt_pad_proportion=0.07286, over 20641.05 utterances.], libri_tot_loss[loss=0.3508, simple_loss=0.6321, pruned_loss=4.232, over 2106305.50 frames. utt_duration=1295 frames, utt_pad_proportion=0.0424, over 6514.16 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.4769, pruned_loss=0.351, over 2475180.98 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07407, over 21908.99 utterances.], batch size: 28, lr: 2.64e-03
2022-08-20 02:53:54,248 INFO [train.py:927] (5/8) Epoch 1, batch 4100, libri_loss[loss=0.3066, simple_loss=0.5329, pruned_loss=0.4018, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01216, over 40.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.48, pruned_loss=0.3343, over 2474168.26 frames. utt_duration=483 frames, utt_pad_proportion=0.07279, over 20553.36 utterances.], libri_tot_loss[loss=0.3493, simple_loss=0.6286, pruned_loss=4.078, over 2118901.65 frames. utt_duration=1294 frames, utt_pad_proportion=0.04221, over 6557.40 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.4724, pruned_loss=0.3307, over 2474884.64 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0742, over 22005.17 utterances.], batch size: 40, lr: 2.64e-03
2022-08-20 02:55:36,712 INFO [train.py:927] (5/8) Epoch 1, batch 4150, giga_loss[loss=0.2774, simple_loss=0.4981, pruned_loss=0.2837, over 12457.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03486, over 123.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.4863, pruned_loss=0.3228, over 2474433.99 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07645, over 20947.42 utterances.], libri_tot_loss[loss=0.3501, simple_loss=0.6302, pruned_loss=3.95, over 2129697.76 frames. utt_duration=1278 frames, utt_pad_proportion=0.04667, over 6673.60 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.475, pruned_loss=0.3189, over 2474776.74 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07662, over 22384.16 utterances.], batch size: 123, lr: 2.63e-03
2022-08-20 02:57:21,788 INFO [train.py:927] (5/8) Epoch 1, batch 4200, giga_loss[loss=0.2772, simple_loss=0.4944, pruned_loss=0.2996, over 12403.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05831, over 182.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.4823, pruned_loss=0.3118, over 2475016.42 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07227, over 20400.21 utterances.], libri_tot_loss[loss=0.3482, simple_loss=0.6263, pruned_loss=3.848, over 2138242.17 frames. utt_duration=1262 frames, utt_pad_proportion=0.05128, over 6788.05 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.4732, pruned_loss=0.3071, over 2475300.58 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07177, over 21753.84 utterances.], batch size: 182, lr: 2.63e-03
2022-08-20 02:59:04,597 INFO [train.py:927] (5/8) Epoch 1, batch 4250, giga_loss[loss=0.2386, simple_loss=0.4317, pruned_loss=0.2273, over 12382.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02734, over 66.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.4744, pruned_loss=0.2984, over 2475304.45 frames. utt_duration=489 frames, utt_pad_proportion=0.07149, over 20308.39 utterances.], libri_tot_loss[loss=0.3473, simple_loss=0.6241, pruned_loss=3.809, over 2141496.09 frames. utt_duration=1262 frames, utt_pad_proportion=0.05098, over 6795.19 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.4676, pruned_loss=0.2933, over 2475611.47 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07127, over 21483.61 utterances.], batch size: 66, lr: 2.62e-03
2022-08-20 03:00:50,838 INFO [train.py:927] (5/8) Epoch 1, batch 4300, libri_loss[loss=0.4858, simple_loss=0.873, pruned_loss=0.4932, over 12445.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01009, over 39.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.4725, pruned_loss=0.2892, over 2474690.42 frames. utt_duration=502.6 frames, utt_pad_proportion=0.06964, over 19752.62 utterances.], libri_tot_loss[loss=0.348, simple_loss=0.6248, pruned_loss=3.734, over 2147842.47 frames. utt_duration=1261 frames, utt_pad_proportion=0.05103, over 6822.05 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.4637, pruned_loss=0.2816, over 2475153.48 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06968, over 20897.08 utterances.], batch size: 39, lr: 2.61e-03
2022-08-20 03:02:36,056 INFO [train.py:927] (5/8) Epoch 1, batch 4350, giga_loss[loss=0.2531, simple_loss=0.4568, pruned_loss=0.2466, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04384, over 146.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.4689, pruned_loss=0.2812, over 2474500.07 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07514, over 20172.84 utterances.], libri_tot_loss[loss=0.3456, simple_loss=0.6203, pruned_loss=3.637, over 2156005.67 frames. utt_duration=1252 frames, utt_pad_proportion=0.05443, over 6896.90 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.462, pruned_loss=0.2744, over 2474802.61 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07413, over 21288.08 utterances.], batch size: 146, lr: 2.61e-03
2022-08-20 03:04:18,205 INFO [train.py:927] (5/8) Epoch 1, batch 4400, giga_loss[loss=0.2353, simple_loss=0.427, pruned_loss=0.2181, over 12362.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.4643, pruned_loss=0.2739, over 2474593.51 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07735, over 20709.11 utterances.], libri_tot_loss[loss=0.3425, simple_loss=0.6144, pruned_loss=3.524, over 2165424.46 frames. utt_duration=1242 frames, utt_pad_proportion=0.05851, over 6980.10 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.4593, pruned_loss=0.2678, over 2474841.32 frames. utt_duration=453.8 frames, utt_pad_proportion=0.0756, over 21884.71 utterances.], batch size: 58, lr: 2.60e-03
2022-08-20 03:06:01,760 INFO [train.py:927] (5/8) Epoch 1, batch 4450, giga_loss[loss=0.2496, simple_loss=0.4517, pruned_loss=0.2377, over 12366.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03388, over 122.00 utterances.], tot_loss[loss=0.257, simple_loss=0.4604, pruned_loss=0.2729, over 2474574.76 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07123, over 19880.77 utterances.], libri_tot_loss[loss=0.3421, simple_loss=0.6122, pruned_loss=3.46, over 2171294.12 frames. utt_duration=1248 frames, utt_pad_proportion=0.05757, over 6969.64 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.4554, pruned_loss=0.2606, over 2474996.86 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07046, over 21055.95 utterances.], batch size: 122, lr: 2.59e-03
2022-08-20 03:07:43,130 INFO [train.py:927] (5/8) Epoch 1, batch 4500, giga_loss[loss=0.2385, simple_loss=0.4307, pruned_loss=0.232, over 12332.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03093, over 91.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.4601, pruned_loss=0.2692, over 2474329.64 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07102, over 19847.56 utterances.], libri_tot_loss[loss=0.3405, simple_loss=0.6092, pruned_loss=3.338, over 2181267.26 frames. utt_duration=1243 frames, utt_pad_proportion=0.06092, over 7028.65 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.454, pruned_loss=0.2576, over 2475069.76 frames. utt_duration=470 frames, utt_pad_proportion=0.06946, over 21129.61 utterances.], batch size: 91, lr: 2.59e-03
2022-08-20 03:09:26,977 INFO [train.py:927] (5/8) Epoch 1, batch 4550, giga_loss[loss=0.2439, simple_loss=0.4413, pruned_loss=0.2328, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02644, over 48.00 utterances.], tot_loss[loss=0.254, simple_loss=0.456, pruned_loss=0.2635, over 2473307.11 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06812, over 19547.34 utterances.], libri_tot_loss[loss=0.3358, simple_loss=0.6006, pruned_loss=3.202, over 2192139.26 frames. utt_duration=1253 frames, utt_pad_proportion=0.05913, over 7008.02 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.4526, pruned_loss=0.2545, over 2474530.60 frames. utt_duration=471 frames, utt_pad_proportion=0.06766, over 21079.27 utterances.], batch size: 48, lr: 2.58e-03
2022-08-20 03:11:10,654 INFO [train.py:927] (5/8) Epoch 1, batch 4600, giga_loss[loss=0.2388, simple_loss=0.4355, pruned_loss=0.2102, over 12458.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03446, over 105.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.4539, pruned_loss=0.2562, over 2473173.03 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07409, over 20119.68 utterances.], libri_tot_loss[loss=0.3352, simple_loss=0.5996, pruned_loss=3.186, over 2193513.56 frames. utt_duration=1254 frames, utt_pad_proportion=0.05889, over 7005.98 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.4514, pruned_loss=0.2493, over 2474154.26 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07346, over 21369.01 utterances.], batch size: 105, lr: 2.57e-03
2022-08-20 03:12:54,723 INFO [train.py:927] (5/8) Epoch 1, batch 4650, giga_loss[loss=0.2335, simple_loss=0.4251, pruned_loss=0.2089, over 12414.00 frames. utt_duration=974.9 frames, utt_pad_proportion=0.029, over 51.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.4631, pruned_loss=0.259, over 2472408.52 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07393, over 20048.43 utterances.], libri_tot_loss[loss=0.3374, simple_loss=0.6036, pruned_loss=3.079, over 2202381.90 frames. utt_duration=1263 frames, utt_pad_proportion=0.05735, over 6985.11 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.4528, pruned_loss=0.2488, over 2473921.40 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07403, over 21489.11 utterances.], batch size: 51, lr: 2.57e-03
2022-08-20 03:14:39,080 INFO [train.py:927] (5/8) Epoch 1, batch 4700, giga_loss[loss=0.234, simple_loss=0.4248, pruned_loss=0.2153, over 12291.00 frames. utt_duration=965.7 frames, utt_pad_proportion=0.03722, over 51.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.4667, pruned_loss=0.2632, over 2472299.06 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07429, over 20125.82 utterances.], libri_tot_loss[loss=0.335, simple_loss=0.5993, pruned_loss=2.957, over 2212929.79 frames. utt_duration=1260 frames, utt_pad_proportion=0.05678, over 7032.28 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.4571, pruned_loss=0.2533, over 2473591.34 frames. utt_duration=457 frames, utt_pad_proportion=0.07472, over 21719.49 utterances.], batch size: 51, lr: 2.56e-03
2022-08-20 03:16:18,287 INFO [train.py:927] (5/8) Epoch 1, batch 4750, giga_loss[loss=0.2442, simple_loss=0.4402, pruned_loss=0.2406, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02778, over 48.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.463, pruned_loss=0.2601, over 2472632.45 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07686, over 20265.69 utterances.], libri_tot_loss[loss=0.331, simple_loss=0.5919, pruned_loss=2.826, over 2224414.02 frames. utt_duration=1248 frames, utt_pad_proportion=0.0598, over 7140.76 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.4557, pruned_loss=0.2516, over 2473645.66 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07658, over 21994.37 utterances.], batch size: 48, lr: 2.55e-03
2022-08-20 03:18:01,661 INFO [train.py:927] (5/8) Epoch 1, batch 4800, giga_loss[loss=0.2374, simple_loss=0.4305, pruned_loss=0.2219, over 12365.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0285, over 91.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.4623, pruned_loss=0.2598, over 2472455.70 frames. utt_duration=481.5 frames, utt_pad_proportion=0.0781, over 20604.28 utterances.], libri_tot_loss[loss=0.3294, simple_loss=0.5891, pruned_loss=2.783, over 2227706.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.05907, over 7132.72 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.4571, pruned_loss=0.2532, over 2473601.79 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07808, over 22145.13 utterances.], batch size: 91, lr: 2.55e-03
2022-08-20 03:19:42,748 INFO [train.py:927] (5/8) Epoch 1, batch 4850, giga_loss[loss=0.2445, simple_loss=0.448, pruned_loss=0.2045, over 12372.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04704, over 26.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.4601, pruned_loss=0.2555, over 2472862.73 frames. utt_duration=458.4 frames, utt_pad_proportion=0.08225, over 21649.37 utterances.], libri_tot_loss[loss=0.3284, simple_loss=0.5871, pruned_loss=2.743, over 2231371.51 frames. utt_duration=1250 frames, utt_pad_proportion=0.05839, over 7146.62 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.4558, pruned_loss=0.249, over 2473760.01 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08228, over 23054.51 utterances.], batch size: 26, lr: 2.54e-03
2022-08-20 03:21:31,743 INFO [train.py:927] (5/8) Epoch 1, batch 4900, giga_loss[loss=0.2323, simple_loss=0.4228, pruned_loss=0.209, over 12453.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02951, over 80.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.4547, pruned_loss=0.2482, over 2473286.76 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07727, over 21384.23 utterances.], libri_tot_loss[loss=0.3276, simple_loss=0.5858, pruned_loss=2.689, over 2235828.98 frames. utt_duration=1256 frames, utt_pad_proportion=0.0575, over 7128.87 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.4502, pruned_loss=0.2425, over 2474291.02 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07793, over 22768.90 utterances.], batch size: 80, lr: 2.54e-03
2022-08-20 03:23:18,343 INFO [train.py:927] (5/8) Epoch 1, batch 4950, giga_loss[loss=0.2682, simple_loss=0.4813, pruned_loss=0.2752, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03917, over 133.00 utterances.], tot_loss[loss=0.251, simple_loss=0.4528, pruned_loss=0.2466, over 2474462.06 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07396, over 20935.75 utterances.], libri_tot_loss[loss=0.3271, simple_loss=0.5849, pruned_loss=2.664, over 2238200.19 frames. utt_duration=1258 frames, utt_pad_proportion=0.05702, over 7124.60 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.4487, pruned_loss=0.2413, over 2475257.86 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07486, over 22162.84 utterances.], batch size: 133, lr: 2.53e-03
2022-08-20 03:25:06,497 INFO [train.py:927] (5/8) Epoch 1, batch 5000, giga_loss[loss=0.2835, simple_loss=0.5108, pruned_loss=0.2815, over 12388.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.0648, over 183.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.4555, pruned_loss=0.2461, over 2474777.45 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07226, over 20578.01 utterances.], libri_tot_loss[loss=0.325, simple_loss=0.5811, pruned_loss=2.598, over 2244388.15 frames. utt_duration=1262 frames, utt_pad_proportion=0.05586, over 7120.44 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.4524, pruned_loss=0.2412, over 2475127.08 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07349, over 21845.62 utterances.], batch size: 183, lr: 2.52e-03
2022-08-20 03:26:50,971 INFO [train.py:927] (5/8) Epoch 1, batch 5050, giga_loss[loss=0.249, simple_loss=0.4504, pruned_loss=0.2382, over 12431.00 frames. utt_duration=803.6 frames, utt_pad_proportion=0.02592, over 62.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.4587, pruned_loss=0.2508, over 2474557.41 frames. utt_duration=483.4 frames, utt_pad_proportion=0.0722, over 20539.69 utterances.], libri_tot_loss[loss=0.3248, simple_loss=0.5798, pruned_loss=2.541, over 2249856.11 frames. utt_duration=1261 frames, utt_pad_proportion=0.05486, over 7143.13 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.4546, pruned_loss=0.2414, over 2475037.65 frames. utt_duration=455 frames, utt_pad_proportion=0.07368, over 21828.38 utterances.], batch size: 62, lr: 2.52e-03
2022-08-20 03:28:35,236 INFO [train.py:927] (5/8) Epoch 1, batch 5100, giga_loss[loss=0.2908, simple_loss=0.519, pruned_loss=0.3129, over 12358.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1931, over 364.00 utterances.], tot_loss[loss=0.255, simple_loss=0.4599, pruned_loss=0.2506, over 2473559.96 frames. utt_duration=472 frames, utt_pad_proportion=0.07836, over 21028.90 utterances.], libri_tot_loss[loss=0.3243, simple_loss=0.579, pruned_loss=2.504, over 2253203.22 frames. utt_duration=1260 frames, utt_pad_proportion=0.05458, over 7162.99 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.4556, pruned_loss=0.2429, over 2473931.49 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07936, over 22207.34 utterances.], batch size: 364, lr: 2.51e-03
2022-08-20 03:30:18,229 INFO [train.py:927] (5/8) Epoch 1, batch 5150, giga_loss[loss=0.2199, simple_loss=0.4005, pruned_loss=0.1961, over 12338.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03318, over 62.00 utterances.], tot_loss[loss=0.254, simple_loss=0.458, pruned_loss=0.2499, over 2472472.32 frames. utt_duration=463.7 frames, utt_pad_proportion=0.08078, over 21397.49 utterances.], libri_tot_loss[loss=0.322, simple_loss=0.575, pruned_loss=2.432, over 2258987.56 frames. utt_duration=1266 frames, utt_pad_proportion=0.0533, over 7144.39 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.4548, pruned_loss=0.2433, over 2473395.50 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08201, over 22725.44 utterances.], batch size: 62, lr: 2.50e-03
2022-08-20 03:31:58,929 INFO [train.py:927] (5/8) Epoch 1, batch 5200, giga_loss[loss=0.2154, simple_loss=0.3937, pruned_loss=0.1858, over 12258.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03762, over 28.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.4529, pruned_loss=0.2438, over 2472066.50 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07425, over 20528.28 utterances.], libri_tot_loss[loss=0.3216, simple_loss=0.5743, pruned_loss=2.42, over 2259941.62 frames. utt_duration=1267 frames, utt_pad_proportion=0.05307, over 7142.67 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.4505, pruned_loss=0.2386, over 2472888.45 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07568, over 21630.24 utterances.], batch size: 28, lr: 2.50e-03
2022-08-20 03:33:40,806 INFO [train.py:927] (5/8) Epoch 1, batch 5250, giga_loss[loss=0.2224, simple_loss=0.4054, pruned_loss=0.1971, over 12395.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03886, over 113.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.4511, pruned_loss=0.2423, over 2471632.24 frames. utt_duration=494 frames, utt_pad_proportion=0.07277, over 20072.61 utterances.], libri_tot_loss[loss=0.3198, simple_loss=0.5711, pruned_loss=2.351, over 2265939.75 frames. utt_duration=1268 frames, utt_pad_proportion=0.0526, over 7159.13 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.4486, pruned_loss=0.2373, over 2472525.51 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07436, over 21304.66 utterances.], batch size: 113, lr: 2.49e-03
2022-08-20 03:35:23,597 INFO [train.py:927] (5/8) Epoch 1, batch 5300, giga_loss[loss=0.2506, simple_loss=0.4543, pruned_loss=0.2349, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05283, over 161.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.4523, pruned_loss=0.2419, over 2471229.38 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07152, over 20123.36 utterances.], libri_tot_loss[loss=0.3201, simple_loss=0.5717, pruned_loss=2.308, over 2269653.98 frames. utt_duration=1274 frames, utt_pad_proportion=0.05214, over 7136.13 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.4476, pruned_loss=0.2362, over 2472256.48 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07311, over 21348.26 utterances.], batch size: 161, lr: 2.49e-03
2022-08-20 03:37:08,396 INFO [train.py:927] (5/8) Epoch 1, batch 5350, giga_loss[loss=0.2276, simple_loss=0.4183, pruned_loss=0.1849, over 12404.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.0334, over 80.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.451, pruned_loss=0.2467, over 2471797.06 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06962, over 19908.97 utterances.], libri_tot_loss[loss=0.3176, simple_loss=0.5657, pruned_loss=2.23, over 2277357.06 frames. utt_duration=1265 frames, utt_pad_proportion=0.05513, over 7212.33 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.448, pruned_loss=0.2342, over 2472859.55 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07034, over 21313.31 utterances.], batch size: 80, lr: 2.48e-03
2022-08-20 03:38:56,752 INFO [train.py:927] (5/8) Epoch 1, batch 5400, giga_loss[loss=0.2418, simple_loss=0.4403, pruned_loss=0.2162, over 12401.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02583, over 70.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.4485, pruned_loss=0.2423, over 2472978.45 frames. utt_duration=511 frames, utt_pad_proportion=0.0677, over 19413.20 utterances.], libri_tot_loss[loss=0.3164, simple_loss=0.5635, pruned_loss=2.198, over 2280190.23 frames. utt_duration=1265 frames, utt_pad_proportion=0.05475, over 7220.21 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.4464, pruned_loss=0.2319, over 2473891.00 frames. utt_duration=480 frames, utt_pad_proportion=0.06856, over 20678.14 utterances.], batch size: 70, lr: 2.47e-03
2022-08-20 03:40:41,540 INFO [train.py:927] (5/8) Epoch 1, batch 5450, giga_loss[loss=0.2542, simple_loss=0.4626, pruned_loss=0.2288, over 12402.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03975, over 133.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.4547, pruned_loss=0.2416, over 2472814.72 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07193, over 20067.69 utterances.], libri_tot_loss[loss=0.3159, simple_loss=0.563, pruned_loss=2.137, over 2285563.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.0538, over 7228.46 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.4503, pruned_loss=0.2323, over 2473844.03 frames. utt_duration=463.8 frames, utt_pad_proportion=0.0728, over 21401.83 utterances.], batch size: 133, lr: 2.47e-03
2022-08-20 03:42:25,546 INFO [train.py:927] (5/8) Epoch 1, batch 5500, giga_loss[loss=0.2154, simple_loss=0.393, pruned_loss=0.1894, over 12186.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.03799, over 33.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.4648, pruned_loss=0.254, over 2472209.64 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07215, over 19807.33 utterances.], libri_tot_loss[loss=0.32, simple_loss=0.5692, pruned_loss=2.118, over 2288269.16 frames. utt_duration=1254 frames, utt_pad_proportion=0.05761, over 7305.58 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.4551, pruned_loss=0.2375, over 2473106.37 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07187, over 20960.56 utterances.], batch size: 33, lr: 2.46e-03
2022-08-20 03:44:09,811 INFO [train.py:927] (5/8) Epoch 1, batch 5550, giga_loss[loss=0.287, simple_loss=0.5136, pruned_loss=0.3024, over 12406.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05757, over 182.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.4621, pruned_loss=0.251, over 2472241.64 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07093, over 19723.26 utterances.], libri_tot_loss[loss=0.3159, simple_loss=0.5621, pruned_loss=2.029, over 2296334.53 frames. utt_duration=1261 frames, utt_pad_proportion=0.05577, over 7290.94 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.4561, pruned_loss=0.238, over 2473016.02 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07157, over 21192.59 utterances.], batch size: 182, lr: 2.45e-03
2022-08-20 03:45:54,335 INFO [train.py:927] (5/8) Epoch 1, batch 5600, giga_loss[loss=0.2634, simple_loss=0.4788, pruned_loss=0.24, over 12413.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05535, over 162.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.4587, pruned_loss=0.2455, over 2472798.89 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07325, over 20443.75 utterances.], libri_tot_loss[loss=0.3137, simple_loss=0.5582, pruned_loss=1.981, over 2300654.04 frames. utt_duration=1267 frames, utt_pad_proportion=0.05471, over 7273.87 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.4549, pruned_loss=0.2356, over 2473436.63 frames. utt_duration=453 frames, utt_pad_proportion=0.07402, over 21914.48 utterances.], batch size: 162, lr: 2.45e-03
2022-08-20 03:47:37,589 INFO [train.py:927] (5/8) Epoch 1, batch 5650, giga_loss[loss=0.2451, simple_loss=0.4491, pruned_loss=0.2051, over 12388.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02973, over 58.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.4558, pruned_loss=0.2393, over 2473155.91 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07513, over 20382.65 utterances.], libri_tot_loss[loss=0.311, simple_loss=0.5535, pruned_loss=1.917, over 2306480.53 frames. utt_duration=1259 frames, utt_pad_proportion=0.05811, over 7337.63 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.4534, pruned_loss=0.2315, over 2473762.59 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07466, over 21893.12 utterances.], batch size: 58, lr: 2.44e-03
2022-08-20 03:49:18,530 INFO [train.py:927] (5/8) Epoch 1, batch 5700, libri_loss[loss=0.4168, simple_loss=0.663, pruned_loss=0.853, over 12381.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006672, over 31.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.4614, pruned_loss=0.2454, over 2473555.20 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07641, over 20594.00 utterances.], libri_tot_loss[loss=0.3139, simple_loss=0.5581, pruned_loss=1.889, over 2310084.15 frames. utt_duration=1245 frames, utt_pad_proportion=0.06277, over 7433.67 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.4536, pruned_loss=0.2318, over 2473786.64 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07481, over 21951.77 utterances.], batch size: 31, lr: 2.44e-03
2022-08-20 03:51:00,633 INFO [train.py:927] (5/8) Epoch 1, batch 5750, giga_loss[loss=0.2622, simple_loss=0.4701, pruned_loss=0.2719, over 12388.00 frames. utt_duration=856 frames, utt_pad_proportion=0.0295, over 58.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.457, pruned_loss=0.2421, over 2473323.07 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07496, over 20567.90 utterances.], libri_tot_loss[loss=0.3116, simple_loss=0.5542, pruned_loss=1.838, over 2314787.34 frames. utt_duration=1250 frames, utt_pad_proportion=0.06128, over 7414.87 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.4515, pruned_loss=0.2309, over 2473610.67 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07435, over 22027.39 utterances.], batch size: 58, lr: 2.43e-03
2022-08-20 03:52:48,709 INFO [train.py:927] (5/8) Epoch 1, batch 5800, giga_loss[loss=0.2699, simple_loss=0.4858, pruned_loss=0.2703, over 12373.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2158, over 375.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.451, pruned_loss=0.2364, over 2473611.54 frames. utt_duration=464.5 frames, utt_pad_proportion=0.08015, over 21369.99 utterances.], libri_tot_loss[loss=0.3086, simple_loss=0.5491, pruned_loss=1.786, over 2319458.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.05987, over 7402.40 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.4482, pruned_loss=0.2286, over 2473866.75 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07983, over 22887.05 utterances.], batch size: 375, lr: 2.42e-03
2022-08-20 03:54:30,216 INFO [train.py:927] (5/8) Epoch 1, batch 5850, giga_loss[loss=0.2628, simple_loss=0.4752, pruned_loss=0.2521, over 12346.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.1994, over 369.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.4482, pruned_loss=0.2347, over 2473903.96 frames. utt_duration=463.6 frames, utt_pad_proportion=0.08181, over 21414.96 utterances.], libri_tot_loss[loss=0.3076, simple_loss=0.5473, pruned_loss=1.754, over 2322598.53 frames. utt_duration=1256 frames, utt_pad_proportion=0.05897, over 7404.26 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.4456, pruned_loss=0.2272, over 2474050.87 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08186, over 22866.92 utterances.], batch size: 369, lr: 2.42e-03
2022-08-20 03:56:11,958 INFO [train.py:927] (5/8) Epoch 1, batch 5900, giga_loss[loss=0.2165, simple_loss=0.3997, pruned_loss=0.1667, over 12337.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.0294, over 66.00 utterances.], tot_loss[loss=0.245, simple_loss=0.4444, pruned_loss=0.2276, over 2474002.90 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07697, over 21119.58 utterances.], libri_tot_loss[loss=0.3083, simple_loss=0.5486, pruned_loss=1.733, over 2324744.57 frames. utt_duration=1254 frames, utt_pad_proportion=0.05922, over 7422.29 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.4401, pruned_loss=0.2197, over 2474221.66 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07729, over 22426.11 utterances.], batch size: 66, lr: 2.41e-03
2022-08-20 03:57:58,878 INFO [train.py:927] (5/8) Epoch 1, batch 5950, libri_loss[loss=0.221, simple_loss=0.4024, pruned_loss=0.1983, over 12404.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005546, over 34.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.4409, pruned_loss=0.2227, over 2473606.62 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07587, over 20401.55 utterances.], libri_tot_loss[loss=0.3056, simple_loss=0.5442, pruned_loss=1.67, over 2330176.82 frames. utt_duration=1262 frames, utt_pad_proportion=0.05749, over 7394.82 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.4375, pruned_loss=0.2166, over 2474166.27 frames. utt_duration=452 frames, utt_pad_proportion=0.07692, over 21965.36 utterances.], batch size: 34, lr: 2.41e-03
2022-08-20 03:59:44,928 INFO [train.py:927] (5/8) Epoch 1, batch 6000, giga_loss[loss=0.4424, simple_loss=0.4572, pruned_loss=0.2138, over 12391.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03214, over 122.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.4352, pruned_loss=0.2186, over 2474026.33 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07674, over 20633.03 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.5407, pruned_loss=1.632, over 2333899.35 frames. utt_duration=1265 frames, utt_pad_proportion=0.05645, over 7388.11 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.433, pruned_loss=0.2137, over 2474334.69 frames. utt_duration=447.6 frames, utt_pad_proportion=0.078, over 22184.72 utterances.], batch size: 122, lr: 2.40e-03
2022-08-20 03:59:44,929 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 03:59:59,955 INFO [train.py:967] (5/8) Epoch 1, validation: loss=0.3484, simple_loss=0.3876, pruned_loss=0.1546, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 04:01:43,859 INFO [train.py:927] (5/8) Epoch 1, batch 6050, giga_loss[loss=0.5665, simple_loss=0.5098, pruned_loss=0.3115, over 12354.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.297, simple_loss=0.4416, pruned_loss=0.2286, over 2473975.05 frames. utt_duration=475.2 frames, utt_pad_proportion=0.08019, over 20890.25 utterances.], libri_tot_loss[loss=0.316, simple_loss=0.5423, pruned_loss=1.61, over 2336432.46 frames. utt_duration=1254 frames, utt_pad_proportion=0.06098, over 7462.10 utterances.], giga_tot_loss[loss=0.2843, simple_loss=0.4365, pruned_loss=0.218, over 2474447.73 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07997, over 22300.31 utterances.], batch size: 257, lr: 2.39e-03
2022-08-20 04:03:24,982 INFO [train.py:927] (5/8) Epoch 1, batch 6100, giga_loss[loss=0.3532, simple_loss=0.3903, pruned_loss=0.158, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02844, over 45.00 utterances.], tot_loss[loss=0.3356, simple_loss=0.442, pruned_loss=0.2331, over 2474230.31 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07475, over 19876.84 utterances.], libri_tot_loss[loss=0.333, simple_loss=0.5392, pruned_loss=1.555, over 2342462.64 frames. utt_duration=1244 frames, utt_pad_proportion=0.06329, over 7543.06 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.4368, pruned_loss=0.2167, over 2474643.93 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07447, over 21481.57 utterances.], batch size: 45, lr: 2.39e-03
2022-08-20 04:05:09,281 INFO [train.py:927] (5/8) Epoch 1, batch 6150, giga_loss[loss=0.4164, simple_loss=0.4331, pruned_loss=0.1999, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04065, over 113.00 utterances.], tot_loss[loss=0.3563, simple_loss=0.4406, pruned_loss=0.2283, over 2474274.02 frames. utt_duration=505.8 frames, utt_pad_proportion=0.07047, over 19624.08 utterances.], libri_tot_loss[loss=0.3351, simple_loss=0.5367, pruned_loss=1.528, over 2344811.45 frames. utt_duration=1235 frames, utt_pad_proportion=0.06688, over 7604.96 utterances.], giga_tot_loss[loss=0.3354, simple_loss=0.4368, pruned_loss=0.2153, over 2474842.56 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06937, over 21056.50 utterances.], batch size: 113, lr: 2.38e-03
2022-08-20 04:06:53,532 INFO [train.py:927] (5/8) Epoch 1, batch 6200, libri_loss[loss=0.9502, simple_loss=0.7109, pruned_loss=0.5947, over 12283.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007085, over 37.00 utterances.], tot_loss[loss=0.3788, simple_loss=0.4437, pruned_loss=0.2288, over 2474059.30 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07143, over 19668.93 utterances.], libri_tot_loss[loss=0.3414, simple_loss=0.5341, pruned_loss=1.482, over 2349159.56 frames. utt_duration=1227 frames, utt_pad_proportion=0.06982, over 7670.72 utterances.], giga_tot_loss[loss=0.3572, simple_loss=0.4397, pruned_loss=0.2166, over 2474626.79 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06953, over 21147.44 utterances.], batch size: 37, lr: 2.38e-03
2022-08-20 04:08:36,096 INFO [train.py:927] (5/8) Epoch 1, batch 6250, giga_loss[loss=0.4484, simple_loss=0.4505, pruned_loss=0.2232, over 12328.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03236, over 85.00 utterances.], tot_loss[loss=0.3989, simple_loss=0.4469, pruned_loss=0.2314, over 2474378.94 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06572, over 19279.25 utterances.], libri_tot_loss[loss=0.3486, simple_loss=0.532, pruned_loss=1.447, over 2352626.01 frames. utt_duration=1228 frames, utt_pad_proportion=0.06816, over 7671.46 utterances.], giga_tot_loss[loss=0.3767, simple_loss=0.4431, pruned_loss=0.2186, over 2475068.79 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06509, over 20794.61 utterances.], batch size: 85, lr: 2.37e-03
2022-08-20 04:10:17,944 INFO [train.py:927] (5/8) Epoch 1, batch 6300, giga_loss[loss=0.3601, simple_loss=0.3877, pruned_loss=0.1662, over 12344.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0282, over 48.00 utterances.], tot_loss[loss=0.4098, simple_loss=0.4497, pruned_loss=0.2284, over 2474470.99 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06644, over 19958.21 utterances.], libri_tot_loss[loss=0.3523, simple_loss=0.5311, pruned_loss=1.416, over 2355126.81 frames. utt_duration=1233 frames, utt_pad_proportion=0.06685, over 7646.87 utterances.], giga_tot_loss[loss=0.3901, simple_loss=0.4456, pruned_loss=0.2179, over 2475497.10 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06632, over 21463.33 utterances.], batch size: 48, lr: 2.37e-03
2022-08-20 04:12:01,094 INFO [train.py:927] (5/8) Epoch 1, batch 6350, giga_loss[loss=0.4103, simple_loss=0.4284, pruned_loss=0.1961, over 12345.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03276, over 97.00 utterances.], tot_loss[loss=0.4216, simple_loss=0.4516, pruned_loss=0.2297, over 2474927.12 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06802, over 21047.36 utterances.], libri_tot_loss[loss=0.3549, simple_loss=0.5296, pruned_loss=1.398, over 2356718.04 frames. utt_duration=1238 frames, utt_pad_proportion=0.06618, over 7621.28 utterances.], giga_tot_loss[loss=0.4047, simple_loss=0.4485, pruned_loss=0.2205, over 2475929.31 frames. utt_duration=442.9 frames, utt_pad_proportion=0.06804, over 22434.54 utterances.], batch size: 97, lr: 2.36e-03
2022-08-20 04:13:45,130 INFO [train.py:927] (5/8) Epoch 1, batch 6400, giga_loss[loss=0.3662, simple_loss=0.3992, pruned_loss=0.1665, over 12330.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.4251, simple_loss=0.4499, pruned_loss=0.2265, over 2474586.63 frames. utt_duration=467.3 frames, utt_pad_proportion=0.06765, over 21247.95 utterances.], libri_tot_loss[loss=0.3571, simple_loss=0.5289, pruned_loss=1.381, over 2357992.84 frames. utt_duration=1241 frames, utt_pad_proportion=0.06537, over 7610.02 utterances.], giga_tot_loss[loss=0.4108, simple_loss=0.4472, pruned_loss=0.2189, over 2475778.66 frames. utt_duration=441.2 frames, utt_pad_proportion=0.06794, over 22521.93 utterances.], batch size: 70, lr: 2.35e-03
2022-08-20 04:15:26,102 INFO [train.py:927] (5/8) Epoch 1, batch 6450, giga_loss[loss=0.4348, simple_loss=0.4467, pruned_loss=0.2115, over 12371.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03069, over 58.00 utterances.], tot_loss[loss=0.431, simple_loss=0.45, pruned_loss=0.2265, over 2474869.78 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06719, over 21198.18 utterances.], libri_tot_loss[loss=0.3626, simple_loss=0.5296, pruned_loss=1.366, over 2359789.05 frames. utt_duration=1243 frames, utt_pad_proportion=0.06456, over 7603.89 utterances.], giga_tot_loss[loss=0.416, simple_loss=0.4462, pruned_loss=0.2179, over 2475778.51 frames. utt_duration=443.7 frames, utt_pad_proportion=0.06771, over 22390.86 utterances.], batch size: 58, lr: 2.35e-03
2022-08-20 04:17:09,253 INFO [train.py:927] (5/8) Epoch 1, batch 6500, giga_loss[loss=0.3701, simple_loss=0.4074, pruned_loss=0.1664, over 12399.00 frames. utt_duration=710 frames, utt_pad_proportion=0.026, over 70.00 utterances.], tot_loss[loss=0.4352, simple_loss=0.4499, pruned_loss=0.2262, over 2475154.56 frames. utt_duration=462.9 frames, utt_pad_proportion=0.0723, over 21455.88 utterances.], libri_tot_loss[loss=0.3663, simple_loss=0.5283, pruned_loss=1.344, over 2361950.25 frames. utt_duration=1243 frames, utt_pad_proportion=0.06357, over 7607.72 utterances.], giga_tot_loss[loss=0.4213, simple_loss=0.4465, pruned_loss=0.2179, over 2475964.63 frames. utt_duration=439 frames, utt_pad_proportion=0.0728, over 22637.90 utterances.], batch size: 70, lr: 2.34e-03
2022-08-20 04:18:51,731 INFO [train.py:927] (5/8) Epoch 1, batch 6550, giga_loss[loss=0.4615, simple_loss=0.459, pruned_loss=0.232, over 12339.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03013, over 91.00 utterances.], tot_loss[loss=0.4416, simple_loss=0.4532, pruned_loss=0.2274, over 2474948.39 frames. utt_duration=450.9 frames, utt_pad_proportion=0.0756, over 22026.92 utterances.], libri_tot_loss[loss=0.3705, simple_loss=0.5289, pruned_loss=1.322, over 2363757.47 frames. utt_duration=1234 frames, utt_pad_proportion=0.0666, over 7672.67 utterances.], giga_tot_loss[loss=0.4281, simple_loss=0.4485, pruned_loss=0.2196, over 2476005.59 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07491, over 23174.10 utterances.], batch size: 91, lr: 2.34e-03
2022-08-20 04:20:35,212 INFO [train.py:927] (5/8) Epoch 1, batch 6600, giga_loss[loss=0.4376, simple_loss=0.46, pruned_loss=0.2076, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04136, over 146.00 utterances.], tot_loss[loss=0.4387, simple_loss=0.4498, pruned_loss=0.2235, over 2474361.83 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07378, over 21485.75 utterances.], libri_tot_loss[loss=0.3716, simple_loss=0.5267, pruned_loss=1.299, over 2365805.02 frames. utt_duration=1235 frames, utt_pad_proportion=0.06581, over 7669.09 utterances.], giga_tot_loss[loss=0.4284, simple_loss=0.4466, pruned_loss=0.2176, over 2475336.59 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07364, over 22667.20 utterances.], batch size: 146, lr: 2.33e-03
2022-08-20 04:22:17,073 INFO [train.py:927] (5/8) Epoch 1, batch 6650, giga_loss[loss=0.5333, simple_loss=0.5033, pruned_loss=0.2817, over 12442.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.04752, over 162.00 utterances.], tot_loss[loss=0.4388, simple_loss=0.4492, pruned_loss=0.2217, over 2474595.27 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07518, over 21767.77 utterances.], libri_tot_loss[loss=0.373, simple_loss=0.5222, pruned_loss=1.254, over 2369787.73 frames. utt_duration=1236 frames, utt_pad_proportion=0.06451, over 7677.74 utterances.], giga_tot_loss[loss=0.4317, simple_loss=0.4479, pruned_loss=0.2179, over 2475671.79 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07554, over 23241.63 utterances.], batch size: 162, lr: 2.33e-03
2022-08-20 04:23:57,159 INFO [train.py:927] (5/8) Epoch 1, batch 6700, giga_loss[loss=0.4224, simple_loss=0.4374, pruned_loss=0.2037, over 12373.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.4385, simple_loss=0.4486, pruned_loss=0.2201, over 2474383.97 frames. utt_duration=459.7 frames, utt_pad_proportion=0.0702, over 21600.72 utterances.], libri_tot_loss[loss=0.3736, simple_loss=0.5211, pruned_loss=1.243, over 2370620.55 frames. utt_duration=1238 frames, utt_pad_proportion=0.06401, over 7667.97 utterances.], giga_tot_loss[loss=0.433, simple_loss=0.4479, pruned_loss=0.217, over 2475418.79 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07092, over 22889.83 utterances.], batch size: 70, lr: 2.32e-03
2022-08-20 04:25:39,405 INFO [train.py:927] (5/8) Epoch 1, batch 6750, giga_loss[loss=0.3896, simple_loss=0.4182, pruned_loss=0.1805, over 12341.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03258, over 85.00 utterances.], tot_loss[loss=0.4583, simple_loss=0.4612, pruned_loss=0.2322, over 2473955.66 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07617, over 21979.12 utterances.], libri_tot_loss[loss=0.3881, simple_loss=0.5273, pruned_loss=1.214, over 2374151.84 frames. utt_duration=1247 frames, utt_pad_proportion=0.06241, over 7625.19 utterances.], giga_tot_loss[loss=0.4443, simple_loss=0.4537, pruned_loss=0.2239, over 2474841.35 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07686, over 23462.68 utterances.], batch size: 85, lr: 2.31e-03
2022-08-20 04:27:17,216 INFO [train.py:927] (5/8) Epoch 1, batch 6800, libri_loss[loss=0.4192, simple_loss=0.3972, pruned_loss=0.2206, over 12205.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01013, over 29.00 utterances.], tot_loss[loss=0.4487, simple_loss=0.4559, pruned_loss=0.2243, over 2473819.23 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07301, over 21277.56 utterances.], libri_tot_loss[loss=0.3891, simple_loss=0.524, pruned_loss=1.183, over 2377268.20 frames. utt_duration=1252 frames, utt_pad_proportion=0.06096, over 7602.70 utterances.], giga_tot_loss[loss=0.4385, simple_loss=0.4509, pruned_loss=0.2181, over 2474405.44 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07431, over 22866.44 utterances.], batch size: 29, lr: 2.31e-03
2022-08-20 04:28:58,005 INFO [train.py:927] (5/8) Epoch 1, batch 6850, giga_loss[loss=0.352, simple_loss=0.3936, pruned_loss=0.1552, over 12402.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.042, over 37.00 utterances.], tot_loss[loss=0.4423, simple_loss=0.4515, pruned_loss=0.2193, over 2473969.81 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07396, over 21608.90 utterances.], libri_tot_loss[loss=0.3891, simple_loss=0.5209, pruned_loss=1.158, over 2379267.45 frames. utt_duration=1257 frames, utt_pad_proportion=0.0598, over 7577.90 utterances.], giga_tot_loss[loss=0.4355, simple_loss=0.4487, pruned_loss=0.2152, over 2474816.63 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07539, over 23240.44 utterances.], batch size: 37, lr: 2.30e-03
2022-08-20 04:30:40,312 INFO [train.py:927] (5/8) Epoch 1, batch 6900, giga_loss[loss=0.4493, simple_loss=0.4554, pruned_loss=0.2216, over 12360.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04158, over 113.00 utterances.], tot_loss[loss=0.4404, simple_loss=0.4505, pruned_loss=0.2173, over 2473976.67 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06888, over 21142.17 utterances.], libri_tot_loss[loss=0.3898, simple_loss=0.5189, pruned_loss=1.138, over 2381039.04 frames. utt_duration=1260 frames, utt_pad_proportion=0.05895, over 7567.36 utterances.], giga_tot_loss[loss=0.4353, simple_loss=0.4488, pruned_loss=0.2142, over 2474745.03 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07068, over 22699.25 utterances.], batch size: 113, lr: 2.30e-03
2022-08-20 04:32:24,760 INFO [train.py:927] (5/8) Epoch 1, batch 6950, giga_loss[loss=0.4134, simple_loss=0.438, pruned_loss=0.1944, over 12429.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03871, over 105.00 utterances.], tot_loss[loss=0.4406, simple_loss=0.4495, pruned_loss=0.2176, over 2473937.06 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07264, over 21833.36 utterances.], libri_tot_loss[loss=0.3918, simple_loss=0.5166, pruned_loss=1.111, over 2383379.58 frames. utt_duration=1265 frames, utt_pad_proportion=0.05755, over 7547.50 utterances.], giga_tot_loss[loss=0.4361, simple_loss=0.4483, pruned_loss=0.2146, over 2474927.97 frames. utt_duration=423.5 frames, utt_pad_proportion=0.07424, over 23459.14 utterances.], batch size: 105, lr: 2.29e-03
2022-08-20 04:34:09,245 INFO [train.py:927] (5/8) Epoch 1, batch 7000, giga_loss[loss=0.4113, simple_loss=0.4352, pruned_loss=0.1937, over 12290.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.04708, over 26.00 utterances.], tot_loss[loss=0.44, simple_loss=0.4494, pruned_loss=0.2166, over 2473290.88 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07143, over 21886.44 utterances.], libri_tot_loss[loss=0.3926, simple_loss=0.5145, pruned_loss=1.088, over 2385140.41 frames. utt_duration=1269 frames, utt_pad_proportion=0.05649, over 7526.03 utterances.], giga_tot_loss[loss=0.4369, simple_loss=0.4488, pruned_loss=0.2146, over 2474489.25 frames. utt_duration=422.5 frames, utt_pad_proportion=0.07315, over 23507.97 utterances.], batch size: 26, lr: 2.29e-03
2022-08-20 04:35:50,836 INFO [train.py:927] (5/8) Epoch 1, batch 7050, giga_loss[loss=0.4555, simple_loss=0.4634, pruned_loss=0.2238, over 12438.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04376, over 134.00 utterances.], tot_loss[loss=0.4373, simple_loss=0.4474, pruned_loss=0.2146, over 2473798.07 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07665, over 22434.38 utterances.], libri_tot_loss[loss=0.3934, simple_loss=0.5125, pruned_loss=1.07, over 2386663.08 frames. utt_duration=1270 frames, utt_pad_proportion=0.0559, over 7523.50 utterances.], giga_tot_loss[loss=0.4348, simple_loss=0.4474, pruned_loss=0.2128, over 2474941.01 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07795, over 23973.30 utterances.], batch size: 134, lr: 2.28e-03
2022-08-20 04:37:30,610 INFO [train.py:927] (5/8) Epoch 1, batch 7100, giga_loss[loss=0.4763, simple_loss=0.4726, pruned_loss=0.24, over 12417.00 frames. utt_duration=405 frames, utt_pad_proportion=0.03795, over 123.00 utterances.], tot_loss[loss=0.4386, simple_loss=0.447, pruned_loss=0.2159, over 2474759.06 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07339, over 22172.82 utterances.], libri_tot_loss[loss=0.3985, simple_loss=0.5122, pruned_loss=1.066, over 2387381.17 frames. utt_duration=1267 frames, utt_pad_proportion=0.05654, over 7545.11 utterances.], giga_tot_loss[loss=0.4324, simple_loss=0.4466, pruned_loss=0.2103, over 2475816.01 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07452, over 23498.93 utterances.], batch size: 123, lr: 2.28e-03
2022-08-20 04:39:09,171 INFO [train.py:927] (5/8) Epoch 1, batch 7150, giga_loss[loss=0.4835, simple_loss=0.4808, pruned_loss=0.2431, over 12408.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06229, over 183.00 utterances.], tot_loss[loss=0.4414, simple_loss=0.4478, pruned_loss=0.2181, over 2474170.59 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07522, over 22071.74 utterances.], libri_tot_loss[loss=0.4004, simple_loss=0.5084, pruned_loss=1.032, over 2390289.04 frames. utt_duration=1277 frames, utt_pad_proportion=0.05492, over 7498.25 utterances.], giga_tot_loss[loss=0.4364, simple_loss=0.4487, pruned_loss=0.2131, over 2475485.99 frames. utt_duration=419 frames, utt_pad_proportion=0.07667, over 23718.02 utterances.], batch size: 183, lr: 2.27e-03
2022-08-20 04:40:52,863 INFO [train.py:927] (5/8) Epoch 1, batch 7200, giga_loss[loss=0.3895, simple_loss=0.4058, pruned_loss=0.1865, over 12349.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03265, over 58.00 utterances.], tot_loss[loss=0.4306, simple_loss=0.4408, pruned_loss=0.2107, over 2474459.28 frames. utt_duration=464 frames, utt_pad_proportion=0.07348, over 21397.85 utterances.], libri_tot_loss[loss=0.4, simple_loss=0.5063, pruned_loss=1.014, over 2391946.53 frames. utt_duration=1280 frames, utt_pad_proportion=0.0541, over 7486.40 utterances.], giga_tot_loss[loss=0.4276, simple_loss=0.4422, pruned_loss=0.2074, over 2475513.98 frames. utt_duration=432.6 frames, utt_pad_proportion=0.0751, over 22969.46 utterances.], batch size: 58, lr: 2.27e-03
2022-08-20 04:42:33,891 INFO [train.py:927] (5/8) Epoch 1, batch 7250, giga_loss[loss=0.3958, simple_loss=0.4231, pruned_loss=0.1842, over 12443.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03541, over 105.00 utterances.], tot_loss[loss=0.4245, simple_loss=0.4395, pruned_loss=0.2052, over 2474488.73 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07183, over 20460.22 utterances.], libri_tot_loss[loss=0.4026, simple_loss=0.5078, pruned_loss=0.9853, over 2394815.48 frames. utt_duration=1281 frames, utt_pad_proportion=0.05264, over 7487.29 utterances.], giga_tot_loss[loss=0.4206, simple_loss=0.4369, pruned_loss=0.2028, over 2475320.60 frames. utt_duration=448.2 frames, utt_pad_proportion=0.074, over 22163.25 utterances.], batch size: 105, lr: 2.26e-03
2022-08-20 04:44:17,332 INFO [train.py:927] (5/8) Epoch 1, batch 7300, giga_loss[loss=0.3748, simple_loss=0.4276, pruned_loss=0.161, over 12395.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03369, over 80.00 utterances.], tot_loss[loss=0.427, simple_loss=0.4411, pruned_loss=0.2067, over 2474286.67 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07615, over 21335.70 utterances.], libri_tot_loss[loss=0.4058, simple_loss=0.508, pruned_loss=0.9755, over 2396190.03 frames. utt_duration=1283 frames, utt_pad_proportion=0.05205, over 7478.05 utterances.], giga_tot_loss[loss=0.4214, simple_loss=0.438, pruned_loss=0.2029, over 2474775.85 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07781, over 22867.30 utterances.], batch size: 80, lr: 2.26e-03
2022-08-20 04:45:53,904 INFO [train.py:927] (5/8) Epoch 1, batch 7350, giga_loss[loss=0.3461, simple_loss=0.3952, pruned_loss=0.1485, over 12378.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.0262, over 66.00 utterances.], tot_loss[loss=0.4187, simple_loss=0.4376, pruned_loss=0.2002, over 2475008.88 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07748, over 21628.18 utterances.], libri_tot_loss[loss=0.4061, simple_loss=0.503, pruned_loss=0.9327, over 2400846.36 frames. utt_duration=1259 frames, utt_pad_proportion=0.05975, over 7639.61 utterances.], giga_tot_loss[loss=0.4147, simple_loss=0.4362, pruned_loss=0.1971, over 2475017.17 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07702, over 23443.11 utterances.], batch size: 66, lr: 2.25e-03
2022-08-20 04:47:35,627 INFO [train.py:927] (5/8) Epoch 1, batch 7400, giga_loss[loss=0.367, simple_loss=0.4072, pruned_loss=0.1634, over 12470.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03276, over 86.00 utterances.], tot_loss[loss=0.4077, simple_loss=0.4324, pruned_loss=0.1917, over 2474553.84 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08259, over 23088.40 utterances.], libri_tot_loss[loss=0.4049, simple_loss=0.4996, pruned_loss=0.9096, over 2402526.85 frames. utt_duration=1265 frames, utt_pad_proportion=0.0584, over 7604.88 utterances.], giga_tot_loss[loss=0.4057, simple_loss=0.4324, pruned_loss=0.1899, over 2475034.88 frames. utt_duration=398 frames, utt_pad_proportion=0.0824, over 24966.03 utterances.], batch size: 86, lr: 2.24e-03
2022-08-20 04:49:16,334 INFO [train.py:927] (5/8) Epoch 1, batch 7450, giga_loss[loss=0.4198, simple_loss=0.4512, pruned_loss=0.1943, over 12357.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0321, over 97.00 utterances.], tot_loss[loss=0.4038, simple_loss=0.4317, pruned_loss=0.1881, over 2473976.67 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08368, over 23625.42 utterances.], libri_tot_loss[loss=0.4107, simple_loss=0.5, pruned_loss=0.8884, over 2404599.19 frames. utt_duration=1264 frames, utt_pad_proportion=0.05695, over 7616.65 utterances.], giga_tot_loss[loss=0.3967, simple_loss=0.429, pruned_loss=0.1825, over 2474737.79 frames. utt_duration=387.3 frames, utt_pad_proportion=0.08412, over 25652.95 utterances.], batch size: 97, lr: 2.24e-03
2022-08-20 04:50:57,099 INFO [train.py:927] (5/8) Epoch 1, batch 7500, giga_loss[loss=0.3945, simple_loss=0.4389, pruned_loss=0.175, over 12411.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06319, over 183.00 utterances.], tot_loss[loss=0.4053, simple_loss=0.4346, pruned_loss=0.1881, over 2474600.28 frames. utt_duration=408.6 frames, utt_pad_proportion=0.08295, over 24311.58 utterances.], libri_tot_loss[loss=0.4157, simple_loss=0.501, pruned_loss=0.8708, over 2406581.81 frames. utt_duration=1257 frames, utt_pad_proportion=0.05997, over 7669.52 utterances.], giga_tot_loss[loss=0.3951, simple_loss=0.4299, pruned_loss=0.1804, over 2475278.26 frames. utt_duration=377.6 frames, utt_pad_proportion=0.08271, over 26324.81 utterances.], batch size: 183, lr: 2.23e-03
2022-08-20 04:52:40,463 INFO [train.py:927] (5/8) Epoch 1, batch 7550, giga_loss[loss=0.3483, simple_loss=0.4095, pruned_loss=0.1435, over 12361.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.0471, over 146.00 utterances.], tot_loss[loss=0.3947, simple_loss=0.4285, pruned_loss=0.1805, over 2474338.61 frames. utt_duration=409.3 frames, utt_pad_proportion=0.08192, over 24264.66 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.4978, pruned_loss=0.8495, over 2408246.94 frames. utt_duration=1246 frames, utt_pad_proportion=0.06392, over 7743.49 utterances.], giga_tot_loss[loss=0.3874, simple_loss=0.4257, pruned_loss=0.1748, over 2475221.69 frames. utt_duration=378.3 frames, utt_pad_proportion=0.08088, over 26270.54 utterances.], batch size: 146, lr: 2.23e-03
2022-08-20 04:54:22,992 INFO [train.py:927] (5/8) Epoch 1, batch 7600, giga_loss[loss=0.3863, simple_loss=0.4264, pruned_loss=0.1731, over 12452.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03717, over 105.00 utterances.], tot_loss[loss=0.3855, simple_loss=0.4232, pruned_loss=0.1739, over 2474772.04 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07628, over 23621.75 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.4962, pruned_loss=0.8424, over 2408505.96 frames. utt_duration=1249 frames, utt_pad_proportion=0.0638, over 7720.12 utterances.], giga_tot_loss[loss=0.3805, simple_loss=0.4217, pruned_loss=0.1698, over 2475820.73 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07586, over 25364.33 utterances.], batch size: 105, lr: 2.22e-03
2022-08-20 04:56:04,363 INFO [train.py:927] (5/8) Epoch 1, batch 7650, giga_loss[loss=0.2941, simple_loss=0.3701, pruned_loss=0.1091, over 12355.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03146, over 85.00 utterances.], tot_loss[loss=0.3759, simple_loss=0.4177, pruned_loss=0.1671, over 2475128.26 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07523, over 23704.87 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.4936, pruned_loss=0.819, over 2410458.86 frames. utt_duration=1228 frames, utt_pad_proportion=0.07032, over 7859.94 utterances.], giga_tot_loss[loss=0.3715, simple_loss=0.4165, pruned_loss=0.1634, over 2476286.65 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07333, over 25479.67 utterances.], batch size: 85, lr: 2.22e-03
2022-08-20 04:57:46,299 INFO [train.py:927] (5/8) Epoch 1, batch 7700, giga_loss[loss=0.4389, simple_loss=0.4602, pruned_loss=0.2088, over 12369.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1931, over 364.00 utterances.], tot_loss[loss=0.3671, simple_loss=0.4122, pruned_loss=0.1611, over 2475024.72 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07602, over 24388.36 utterances.], libri_tot_loss[loss=0.412, simple_loss=0.4928, pruned_loss=0.8091, over 2411280.52 frames. utt_duration=1232 frames, utt_pad_proportion=0.06956, over 7837.16 utterances.], giga_tot_loss[loss=0.3634, simple_loss=0.4108, pruned_loss=0.1581, over 2476088.85 frames. utt_duration=382 frames, utt_pad_proportion=0.07472, over 26022.95 utterances.], batch size: 364, lr: 2.21e-03
2022-08-20 04:59:31,696 INFO [train.py:927] (5/8) Epoch 1, batch 7750, libri_loss[loss=0.3479, simple_loss=0.392, pruned_loss=0.152, over 12388.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009784, over 38.00 utterances.], tot_loss[loss=0.3638, simple_loss=0.4097, pruned_loss=0.159, over 2474922.23 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07957, over 24888.95 utterances.], libri_tot_loss[loss=0.4111, simple_loss=0.4892, pruned_loss=0.7841, over 2413402.45 frames. utt_duration=1229 frames, utt_pad_proportion=0.0714, over 7866.99 utterances.], giga_tot_loss[loss=0.36, simple_loss=0.4089, pruned_loss=0.1556, over 2476159.86 frames. utt_duration=370.9 frames, utt_pad_proportion=0.078, over 26809.29 utterances.], batch size: 38, lr: 2.21e-03
2022-08-20 05:01:23,758 INFO [train.py:927] (5/8) Epoch 1, batch 7800, giga_loss[loss=0.3268, simple_loss=0.391, pruned_loss=0.1313, over 12331.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03128, over 91.00 utterances.], tot_loss[loss=0.366, simple_loss=0.4128, pruned_loss=0.1596, over 2475619.05 frames. utt_duration=392 frames, utt_pad_proportion=0.07547, over 25356.96 utterances.], libri_tot_loss[loss=0.4111, simple_loss=0.4882, pruned_loss=0.7752, over 2414247.92 frames. utt_duration=1231 frames, utt_pad_proportion=0.0705, over 7857.03 utterances.], giga_tot_loss[loss=0.3623, simple_loss=0.4119, pruned_loss=0.1564, over 2476662.26 frames. utt_duration=366.8 frames, utt_pad_proportion=0.07474, over 27117.43 utterances.], batch size: 91, lr: 2.20e-03
2022-08-20 05:03:34,840 INFO [train.py:927] (5/8) Epoch 1, batch 7850, giga_loss[loss=0.2958, simple_loss=0.3604, pruned_loss=0.1156, over 12289.00 frames. utt_duration=965.2 frames, utt_pad_proportion=0.03669, over 51.00 utterances.], tot_loss[loss=0.3641, simple_loss=0.4114, pruned_loss=0.1584, over 2475233.78 frames. utt_duration=390.5 frames, utt_pad_proportion=0.07332, over 25448.36 utterances.], libri_tot_loss[loss=0.4115, simple_loss=0.4871, pruned_loss=0.767, over 2414726.17 frames. utt_duration=1233 frames, utt_pad_proportion=0.07002, over 7843.18 utterances.], giga_tot_loss[loss=0.3601, simple_loss=0.4108, pruned_loss=0.1548, over 2476470.97 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07303, over 27102.75 utterances.], batch size: 51, lr: 2.20e-03
2022-08-20 05:05:34,081 INFO [train.py:927] (5/8) Epoch 1, batch 7900, giga_loss[loss=0.2917, simple_loss=0.3609, pruned_loss=0.1112, over 12298.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.03457, over 51.00 utterances.], tot_loss[loss=0.3564, simple_loss=0.4074, pruned_loss=0.1527, over 2475796.78 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06961, over 24642.79 utterances.], libri_tot_loss[loss=0.4106, simple_loss=0.4849, pruned_loss=0.749, over 2416469.09 frames. utt_duration=1237 frames, utt_pad_proportion=0.06865, over 7824.98 utterances.], giga_tot_loss[loss=0.3527, simple_loss=0.4067, pruned_loss=0.1494, over 2476831.68 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06997, over 26439.10 utterances.], batch size: 51, lr: 2.19e-03
2022-08-20 05:07:44,276 INFO [train.py:927] (5/8) Epoch 1, batch 7950, giga_loss[loss=0.2995, simple_loss=0.3698, pruned_loss=0.1147, over 12458.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.0424, over 161.00 utterances.], tot_loss[loss=0.352, simple_loss=0.4052, pruned_loss=0.1494, over 2476298.07 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06633, over 24506.04 utterances.], libri_tot_loss[loss=0.4113, simple_loss=0.4858, pruned_loss=0.7375, over 2417612.17 frames. utt_duration=1241 frames, utt_pad_proportion=0.06773, over 7804.69 utterances.], giga_tot_loss[loss=0.3475, simple_loss=0.4026, pruned_loss=0.1462, over 2477147.55 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06705, over 26241.56 utterances.], batch size: 161, lr: 2.19e-03
2022-08-20 05:09:36,529 INFO [train.py:927] (5/8) Epoch 1, batch 8000, giga_loss[loss=0.3512, simple_loss=0.4033, pruned_loss=0.1496, over 12390.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05496, over 181.00 utterances.], tot_loss[loss=0.3566, simple_loss=0.4048, pruned_loss=0.1542, over 2476786.54 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06658, over 24453.90 utterances.], libri_tot_loss[loss=0.4186, simple_loss=0.4863, pruned_loss=0.7301, over 2419017.26 frames. utt_duration=1246 frames, utt_pad_proportion=0.06648, over 7775.92 utterances.], giga_tot_loss[loss=0.3448, simple_loss=0.4002, pruned_loss=0.1447, over 2477521.09 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06748, over 26242.52 utterances.], batch size: 181, lr: 2.18e-03
2022-08-20 05:11:59,204 INFO [train.py:927] (5/8) Epoch 1, batch 8050, giga_loss[loss=0.3071, simple_loss=0.3555, pruned_loss=0.1294, over 12389.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07514, over 212.00 utterances.], tot_loss[loss=0.3616, simple_loss=0.4058, pruned_loss=0.1586, over 2476950.00 frames. utt_duration=397.7 frames, utt_pad_proportion=0.067, over 24994.28 utterances.], libri_tot_loss[loss=0.4251, simple_loss=0.4874, pruned_loss=0.722, over 2420252.91 frames. utt_duration=1249 frames, utt_pad_proportion=0.06526, over 7758.54 utterances.], giga_tot_loss[loss=0.3453, simple_loss=0.3994, pruned_loss=0.1456, over 2477725.79 frames. utt_duration=371 frames, utt_pad_proportion=0.06798, over 26809.66 utterances.], batch size: 212, lr: 2.18e-03
2022-08-20 05:13:59,956 INFO [train.py:927] (5/8) Epoch 1, batch 8100, giga_loss[loss=0.3066, simple_loss=0.3709, pruned_loss=0.1211, over 12469.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.02712, over 80.00 utterances.], tot_loss[loss=0.3543, simple_loss=0.3988, pruned_loss=0.1549, over 2477287.12 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06865, over 25221.79 utterances.], libri_tot_loss[loss=0.4246, simple_loss=0.4862, pruned_loss=0.7112, over 2421261.36 frames. utt_duration=1246 frames, utt_pad_proportion=0.06496, over 7780.41 utterances.], giga_tot_loss[loss=0.3406, simple_loss=0.3933, pruned_loss=0.144, over 2477991.00 frames. utt_duration=369 frames, utt_pad_proportion=0.06941, over 26951.28 utterances.], batch size: 80, lr: 2.17e-03
2022-08-20 05:16:00,126 INFO [train.py:927] (5/8) Epoch 1, batch 8150, giga_loss[loss=0.3514, simple_loss=0.4016, pruned_loss=0.1506, over 12357.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03333, over 97.00 utterances.], tot_loss[loss=0.3478, simple_loss=0.3947, pruned_loss=0.1505, over 2478091.59 frames. utt_duration=389.5 frames, utt_pad_proportion=0.07049, over 25528.15 utterances.], libri_tot_loss[loss=0.424, simple_loss=0.4846, pruned_loss=0.698, over 2422890.54 frames. utt_duration=1249 frames, utt_pad_proportion=0.06365, over 7765.98 utterances.], giga_tot_loss[loss=0.3357, simple_loss=0.3897, pruned_loss=0.1409, over 2478448.55 frames. utt_duration=364.1 frames, utt_pad_proportion=0.07135, over 27322.86 utterances.], batch size: 97, lr: 2.17e-03
2022-08-20 05:18:06,343 INFO [train.py:927] (5/8) Epoch 1, batch 8200, giga_loss[loss=0.2824, simple_loss=0.3539, pruned_loss=0.1054, over 12358.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02804, over 91.00 utterances.], tot_loss[loss=0.3405, simple_loss=0.3905, pruned_loss=0.1453, over 2477987.13 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07087, over 25696.50 utterances.], libri_tot_loss[loss=0.4244, simple_loss=0.485, pruned_loss=0.6955, over 2423113.09 frames. utt_duration=1249 frames, utt_pad_proportion=0.0634, over 7768.15 utterances.], giga_tot_loss[loss=0.3304, simple_loss=0.3858, pruned_loss=0.1375, over 2478316.41 frames. utt_duration=365.9 frames, utt_pad_proportion=0.0716, over 27181.47 utterances.], batch size: 91, lr: 2.16e-03
2022-08-20 05:20:09,795 INFO [train.py:927] (5/8) Epoch 1, batch 8250, giga_loss[loss=0.3204, simple_loss=0.3741, pruned_loss=0.1334, over 12420.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05766, over 182.00 utterances.], tot_loss[loss=0.3428, simple_loss=0.3911, pruned_loss=0.1473, over 2477676.72 frames. utt_duration=382.6 frames, utt_pad_proportion=0.07299, over 25988.05 utterances.], libri_tot_loss[loss=0.4277, simple_loss=0.4866, pruned_loss=0.6876, over 2423714.26 frames. utt_duration=1253 frames, utt_pad_proportion=0.06242, over 7748.95 utterances.], giga_tot_loss[loss=0.3304, simple_loss=0.3842, pruned_loss=0.1383, over 2478375.76 frames. utt_duration=361.5 frames, utt_pad_proportion=0.07376, over 27519.07 utterances.], batch size: 182, lr: 2.16e-03
2022-08-20 05:22:42,956 INFO [train.py:927] (5/8) Epoch 1, batch 8300, giga_loss[loss=0.2477, simple_loss=0.3195, pruned_loss=0.088, over 12343.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03372, over 62.00 utterances.], tot_loss[loss=0.3408, simple_loss=0.3887, pruned_loss=0.1464, over 2477849.40 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06855, over 25214.20 utterances.], libri_tot_loss[loss=0.4269, simple_loss=0.4849, pruned_loss=0.6751, over 2424675.71 frames. utt_duration=1245 frames, utt_pad_proportion=0.06483, over 7796.89 utterances.], giga_tot_loss[loss=0.3297, simple_loss=0.3827, pruned_loss=0.1383, over 2478740.05 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06893, over 26785.77 utterances.], batch size: 62, lr: 2.16e-03
2022-08-20 05:24:51,243 INFO [train.py:927] (5/8) Epoch 1, batch 8350, giga_loss[loss=0.3216, simple_loss=0.3731, pruned_loss=0.135, over 12420.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06583, over 212.00 utterances.], tot_loss[loss=0.3333, simple_loss=0.382, pruned_loss=0.1423, over 2477543.53 frames. utt_duration=403 frames, utt_pad_proportion=0.06559, over 24662.96 utterances.], libri_tot_loss[loss=0.4246, simple_loss=0.4815, pruned_loss=0.6598, over 2425404.70 frames. utt_duration=1254 frames, utt_pad_proportion=0.06351, over 7743.62 utterances.], giga_tot_loss[loss=0.3241, simple_loss=0.3776, pruned_loss=0.1353, over 2479042.75 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06644, over 26436.44 utterances.], batch size: 212, lr: 2.15e-03
2022-08-20 05:26:52,798 INFO [train.py:927] (5/8) Epoch 1, batch 8400, giga_loss[loss=0.371, simple_loss=0.4258, pruned_loss=0.1581, over 12436.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.03162, over 122.00 utterances.], tot_loss[loss=0.3316, simple_loss=0.3803, pruned_loss=0.1415, over 2477957.17 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06377, over 24091.73 utterances.], libri_tot_loss[loss=0.4227, simple_loss=0.4791, pruned_loss=0.6472, over 2426372.50 frames. utt_duration=1257 frames, utt_pad_proportion=0.06229, over 7728.27 utterances.], giga_tot_loss[loss=0.3238, simple_loss=0.3766, pruned_loss=0.1355, over 2479423.67 frames. utt_duration=384.4 frames, utt_pad_proportion=0.0649, over 25878.76 utterances.], batch size: 122, lr: 2.15e-03
2022-08-20 05:28:56,433 INFO [train.py:927] (5/8) Epoch 1, batch 8450, giga_loss[loss=0.3772, simple_loss=0.4107, pruned_loss=0.1718, over 12374.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04297, over 133.00 utterances.], tot_loss[loss=0.333, simple_loss=0.3812, pruned_loss=0.1424, over 2478331.79 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06394, over 24033.40 utterances.], libri_tot_loss[loss=0.4237, simple_loss=0.4799, pruned_loss=0.6384, over 2427172.75 frames. utt_duration=1246 frames, utt_pad_proportion=0.06618, over 7798.81 utterances.], giga_tot_loss[loss=0.3244, simple_loss=0.3759, pruned_loss=0.1364, over 2479710.51 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06376, over 25676.67 utterances.], batch size: 133, lr: 2.14e-03
2022-08-20 05:31:01,768 INFO [train.py:927] (5/8) Epoch 1, batch 8500, giga_loss[loss=0.3225, simple_loss=0.3752, pruned_loss=0.1349, over 12394.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.3364, simple_loss=0.3806, pruned_loss=0.1461, over 2478590.79 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06469, over 24638.38 utterances.], libri_tot_loss[loss=0.4262, simple_loss=0.479, pruned_loss=0.6345, over 2427829.85 frames. utt_duration=1249 frames, utt_pad_proportion=0.06544, over 7781.87 utterances.], giga_tot_loss[loss=0.326, simple_loss=0.3759, pruned_loss=0.1381, over 2479796.62 frames. utt_duration=380 frames, utt_pad_proportion=0.06469, over 26184.54 utterances.], batch size: 182, lr: 2.14e-03
2022-08-20 05:33:19,406 INFO [train.py:927] (5/8) Epoch 1, batch 8550, giga_loss[loss=0.3302, simple_loss=0.3736, pruned_loss=0.1434, over 12431.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06263, over 183.00 utterances.], tot_loss[loss=0.3357, simple_loss=0.3812, pruned_loss=0.1451, over 2478601.96 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06615, over 24852.54 utterances.], libri_tot_loss[loss=0.4256, simple_loss=0.4779, pruned_loss=0.6275, over 2428534.93 frames. utt_duration=1246 frames, utt_pad_proportion=0.06567, over 7804.84 utterances.], giga_tot_loss[loss=0.327, simple_loss=0.3772, pruned_loss=0.1384, over 2479619.33 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06603, over 26280.85 utterances.], batch size: 183, lr: 2.13e-03
2022-08-20 05:35:33,500 INFO [train.py:927] (5/8) Epoch 1, batch 8600, giga_loss[loss=0.2752, simple_loss=0.3357, pruned_loss=0.1073, over 12441.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03448, over 105.00 utterances.], tot_loss[loss=0.3309, simple_loss=0.3771, pruned_loss=0.1423, over 2478104.95 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06705, over 24491.06 utterances.], libri_tot_loss[loss=0.4258, simple_loss=0.4775, pruned_loss=0.6212, over 2429191.08 frames. utt_duration=1249 frames, utt_pad_proportion=0.06493, over 7786.88 utterances.], giga_tot_loss[loss=0.3225, simple_loss=0.3728, pruned_loss=0.1361, over 2478990.87 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06712, over 25873.32 utterances.], batch size: 105, lr: 2.13e-03
2022-08-20 05:37:28,164 INFO [train.py:927] (5/8) Epoch 1, batch 8650, giga_loss[loss=0.3157, simple_loss=0.3598, pruned_loss=0.1358, over 12382.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04201, over 133.00 utterances.], tot_loss[loss=0.3308, simple_loss=0.3788, pruned_loss=0.1414, over 2477710.59 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07225, over 24952.54 utterances.], libri_tot_loss[loss=0.43, simple_loss=0.4822, pruned_loss=0.6079, over 2430414.69 frames. utt_duration=1254 frames, utt_pad_proportion=0.0633, over 7763.51 utterances.], giga_tot_loss[loss=0.3174, simple_loss=0.3681, pruned_loss=0.1334, over 2478820.71 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07241, over 26583.68 utterances.], batch size: 133, lr: 2.12e-03
2022-08-20 05:39:25,986 INFO [train.py:927] (5/8) Epoch 1, batch 8700, giga_loss[loss=0.3117, simple_loss=0.3638, pruned_loss=0.1298, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03443, over 113.00 utterances.], tot_loss[loss=0.328, simple_loss=0.3762, pruned_loss=0.1399, over 2476931.03 frames. utt_duration=390.8 frames, utt_pad_proportion=0.0751, over 25430.17 utterances.], libri_tot_loss[loss=0.4289, simple_loss=0.481, pruned_loss=0.597, over 2431019.15 frames. utt_duration=1259 frames, utt_pad_proportion=0.06219, over 7732.79 utterances.], giga_tot_loss[loss=0.3162, simple_loss=0.3665, pruned_loss=0.1329, over 2478321.01 frames. utt_duration=366.4 frames, utt_pad_proportion=0.0754, over 27143.07 utterances.], batch size: 113, lr: 2.12e-03
2022-08-20 05:41:31,758 INFO [train.py:927] (5/8) Epoch 1, batch 8750, giga_loss[loss=0.2733, simple_loss=0.3418, pruned_loss=0.1024, over 12448.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05414, over 162.00 utterances.], tot_loss[loss=0.3215, simple_loss=0.3718, pruned_loss=0.1356, over 2476891.33 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07171, over 25038.68 utterances.], libri_tot_loss[loss=0.4273, simple_loss=0.4792, pruned_loss=0.588, over 2431975.41 frames. utt_duration=1258 frames, utt_pad_proportion=0.06215, over 7741.96 utterances.], giga_tot_loss[loss=0.3116, simple_loss=0.3638, pruned_loss=0.1297, over 2477947.13 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07223, over 26692.72 utterances.], batch size: 162, lr: 2.11e-03
2022-08-20 05:43:48,607 INFO [train.py:927] (5/8) Epoch 1, batch 8800, giga_loss[loss=0.2832, simple_loss=0.3481, pruned_loss=0.1091, over 12430.00 frames. utt_duration=276 frames, utt_pad_proportion=0.05155, over 181.00 utterances.], tot_loss[loss=0.3178, simple_loss=0.3686, pruned_loss=0.1335, over 2476776.67 frames. utt_duration=402.1 frames, utt_pad_proportion=0.07248, over 24712.87 utterances.], libri_tot_loss[loss=0.4242, simple_loss=0.4754, pruned_loss=0.5708, over 2433201.11 frames. utt_duration=1246 frames, utt_pad_proportion=0.06575, over 7820.89 utterances.], giga_tot_loss[loss=0.3089, simple_loss=0.3617, pruned_loss=0.1281, over 2478118.27 frames. utt_duration=374 frames, utt_pad_proportion=0.07214, over 26588.84 utterances.], batch size: 181, lr: 2.11e-03
2022-08-20 05:45:50,731 INFO [train.py:927] (5/8) Epoch 1, batch 8850, giga_loss[loss=0.3796, simple_loss=0.4057, pruned_loss=0.1768, over 12436.00 frames. utt_duration=623 frames, utt_pad_proportion=0.02961, over 80.00 utterances.], tot_loss[loss=0.3235, simple_loss=0.3729, pruned_loss=0.137, over 2476531.12 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06832, over 23894.01 utterances.], libri_tot_loss[loss=0.4297, simple_loss=0.4793, pruned_loss=0.5667, over 2433557.23 frames. utt_duration=1250 frames, utt_pad_proportion=0.06486, over 7797.68 utterances.], giga_tot_loss[loss=0.3091, simple_loss=0.3616, pruned_loss=0.1283, over 2478060.92 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06856, over 25708.23 utterances.], batch size: 80, lr: 2.10e-03
2022-08-20 05:47:49,872 INFO [train.py:927] (5/8) Epoch 1, batch 8900, giga_loss[loss=0.3, simple_loss=0.3675, pruned_loss=0.1162, over 12465.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03428, over 98.00 utterances.], tot_loss[loss=0.3295, simple_loss=0.3779, pruned_loss=0.1406, over 2477099.52 frames. utt_duration=407 frames, utt_pad_proportion=0.06943, over 24415.94 utterances.], libri_tot_loss[loss=0.4339, simple_loss=0.4825, pruned_loss=0.5598, over 2434600.42 frames. utt_duration=1250 frames, utt_pad_proportion=0.06439, over 7801.84 utterances.], giga_tot_loss[loss=0.3118, simple_loss=0.3635, pruned_loss=0.13, over 2478347.24 frames. utt_duration=379 frames, utt_pad_proportion=0.06974, over 26238.15 utterances.], batch size: 98, lr: 2.10e-03
2022-08-20 05:49:51,442 INFO [train.py:927] (5/8) Epoch 1, batch 8950, giga_loss[loss=0.3179, simple_loss=0.376, pruned_loss=0.1299, over 12343.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.02978, over 85.00 utterances.], tot_loss[loss=0.3281, simple_loss=0.3778, pruned_loss=0.1392, over 2476874.02 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06863, over 24204.91 utterances.], libri_tot_loss[loss=0.432, simple_loss=0.4799, pruned_loss=0.5465, over 2435589.59 frames. utt_duration=1250 frames, utt_pad_proportion=0.06358, over 7801.51 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.3653, pruned_loss=0.1297, over 2478284.85 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06918, over 26159.07 utterances.], batch size: 85, lr: 2.10e-03
2022-08-20 05:51:47,624 INFO [train.py:927] (5/8) Epoch 1, batch 9000, giga_loss[loss=0.3507, simple_loss=0.3796, pruned_loss=0.1609, over 12368.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09548, over 255.00 utterances.], tot_loss[loss=0.3254, simple_loss=0.376, pruned_loss=0.1374, over 2476929.85 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06697, over 23745.54 utterances.], libri_tot_loss[loss=0.4301, simple_loss=0.4772, pruned_loss=0.5335, over 2436971.45 frames. utt_duration=1230 frames, utt_pad_proportion=0.07073, over 7932.52 utterances.], giga_tot_loss[loss=0.3111, simple_loss=0.3651, pruned_loss=0.1285, over 2478097.36 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06554, over 25706.33 utterances.], batch size: 255, lr: 2.09e-03
2022-08-20 05:51:47,625 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 05:52:01,406 INFO [train.py:967] (5/8) 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 05:54:06,308 INFO [train.py:927] (5/8) Epoch 1, batch 9050, giga_loss[loss=0.2832, simple_loss=0.3459, pruned_loss=0.1102, over 12429.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03521, over 105.00 utterances.], tot_loss[loss=0.318, simple_loss=0.3705, pruned_loss=0.1328, over 2477366.69 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06481, over 23454.14 utterances.], libri_tot_loss[loss=0.4278, simple_loss=0.4748, pruned_loss=0.5238, over 2437900.93 frames. utt_duration=1234 frames, utt_pad_proportion=0.0694, over 7912.42 utterances.], giga_tot_loss[loss=0.3062, simple_loss=0.3617, pruned_loss=0.1254, over 2478352.34 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06417, over 25409.52 utterances.], batch size: 105, lr: 2.09e-03
2022-08-20 05:56:06,502 INFO [train.py:927] (5/8) Epoch 1, batch 9100, giga_loss[loss=0.2573, simple_loss=0.3298, pruned_loss=0.0924, over 12361.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02905, over 66.00 utterances.], tot_loss[loss=0.3147, simple_loss=0.3675, pruned_loss=0.131, over 2477400.70 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06624, over 23247.96 utterances.], libri_tot_loss[loss=0.4266, simple_loss=0.4733, pruned_loss=0.5149, over 2438726.59 frames. utt_duration=1236 frames, utt_pad_proportion=0.06902, over 7904.42 utterances.], giga_tot_loss[loss=0.3039, simple_loss=0.3594, pruned_loss=0.1242, over 2478313.39 frames. utt_duration=395 frames, utt_pad_proportion=0.06576, over 25172.18 utterances.], batch size: 66, lr: 2.08e-03
2022-08-20 05:58:13,869 INFO [train.py:927] (5/8) Epoch 1, batch 9150, giga_loss[loss=0.2931, simple_loss=0.3377, pruned_loss=0.1242, over 12358.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1646, over 351.00 utterances.], tot_loss[loss=0.3163, simple_loss=0.368, pruned_loss=0.1323, over 2477416.94 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07065, over 24444.50 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4698, pruned_loss=0.5005, over 2440073.16 frames. utt_duration=1240 frames, utt_pad_proportion=0.06711, over 7883.75 utterances.], giga_tot_loss[loss=0.3064, simple_loss=0.3608, pruned_loss=0.126, over 2478318.00 frames. utt_duration=374 frames, utt_pad_proportion=0.07046, over 26590.91 utterances.], batch size: 351, lr: 2.08e-03
2022-08-20 06:00:14,851 INFO [train.py:927] (5/8) Epoch 1, batch 9200, giga_loss[loss=0.3484, simple_loss=0.3958, pruned_loss=0.1505, over 12373.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.03068, over 85.00 utterances.], tot_loss[loss=0.3199, simple_loss=0.3712, pruned_loss=0.1343, over 2477715.46 frames. utt_duration=417.6 frames, utt_pad_proportion=0.0661, over 23802.83 utterances.], libri_tot_loss[loss=0.4234, simple_loss=0.4695, pruned_loss=0.4945, over 2440541.69 frames. utt_duration=1244 frames, utt_pad_proportion=0.06611, over 7859.26 utterances.], giga_tot_loss[loss=0.31, simple_loss=0.3639, pruned_loss=0.1281, over 2478665.75 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06654, over 25819.55 utterances.], batch size: 85, lr: 2.07e-03
2022-08-20 06:02:20,159 INFO [train.py:927] (5/8) Epoch 1, batch 9250, libri_loss[loss=0.7723, simple_loss=0.4885, pruned_loss=0.5281, over 12378.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01455, over 41.00 utterances.], tot_loss[loss=0.327, simple_loss=0.3759, pruned_loss=0.1391, over 2477617.20 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06597, over 23525.15 utterances.], libri_tot_loss[loss=0.4266, simple_loss=0.4704, pruned_loss=0.4912, over 2440896.51 frames. utt_duration=1248 frames, utt_pad_proportion=0.06528, over 7835.31 utterances.], giga_tot_loss[loss=0.3142, simple_loss=0.3675, pruned_loss=0.1305, over 2478727.20 frames. utt_duration=391 frames, utt_pad_proportion=0.06656, over 25439.04 utterances.], batch size: 41, lr: 2.07e-03
2022-08-20 06:04:32,861 INFO [train.py:927] (5/8) Epoch 1, batch 9300, giga_loss[loss=0.2888, simple_loss=0.3552, pruned_loss=0.1111, over 12329.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.02938, over 66.00 utterances.], tot_loss[loss=0.3281, simple_loss=0.3769, pruned_loss=0.1397, over 2477708.94 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06171, over 22811.47 utterances.], libri_tot_loss[loss=0.4288, simple_loss=0.4716, pruned_loss=0.4867, over 2441443.56 frames. utt_duration=1249 frames, utt_pad_proportion=0.06431, over 7830.67 utterances.], giga_tot_loss[loss=0.3141, simple_loss=0.3674, pruned_loss=0.1305, over 2478761.15 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06275, over 24619.69 utterances.], batch size: 66, lr: 2.06e-03
2022-08-20 06:06:34,279 INFO [train.py:927] (5/8) Epoch 1, batch 9350, giga_loss[loss=0.2838, simple_loss=0.3444, pruned_loss=0.1116, over 12324.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03626, over 62.00 utterances.], tot_loss[loss=0.3263, simple_loss=0.3759, pruned_loss=0.1383, over 2478666.42 frames. utt_duration=429.2 frames, utt_pad_proportion=0.06335, over 23163.06 utterances.], libri_tot_loss[loss=0.4271, simple_loss=0.4699, pruned_loss=0.4741, over 2443078.36 frames. utt_duration=1252 frames, utt_pad_proportion=0.06245, over 7812.05 utterances.], giga_tot_loss[loss=0.3128, simple_loss=0.3662, pruned_loss=0.1297, over 2479346.46 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06463, over 25225.82 utterances.], batch size: 62, lr: 2.06e-03
2022-08-20 06:08:41,466 INFO [train.py:927] (5/8) Epoch 1, batch 9400, giga_loss[loss=0.2906, simple_loss=0.3574, pruned_loss=0.1119, over 12342.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03075, over 91.00 utterances.], tot_loss[loss=0.3211, simple_loss=0.3724, pruned_loss=0.1348, over 2478818.04 frames. utt_duration=441.5 frames, utt_pad_proportion=0.05931, over 22517.97 utterances.], libri_tot_loss[loss=0.4272, simple_loss=0.4703, pruned_loss=0.4712, over 2443465.24 frames. utt_duration=1253 frames, utt_pad_proportion=0.06194, over 7811.94 utterances.], giga_tot_loss[loss=0.3093, simple_loss=0.3635, pruned_loss=0.1276, over 2479322.06 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06078, over 24282.56 utterances.], batch size: 91, lr: 2.06e-03
2022-08-20 06:10:46,810 INFO [train.py:927] (5/8) Epoch 1, batch 9450, giga_loss[loss=0.3112, simple_loss=0.389, pruned_loss=0.1167, over 12338.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.0311, over 51.00 utterances.], tot_loss[loss=0.3167, simple_loss=0.3709, pruned_loss=0.1313, over 2478424.52 frames. utt_duration=433.7 frames, utt_pad_proportion=0.05979, over 22920.05 utterances.], libri_tot_loss[loss=0.4269, simple_loss=0.4705, pruned_loss=0.4651, over 2443945.20 frames. utt_duration=1256 frames, utt_pad_proportion=0.06096, over 7794.83 utterances.], giga_tot_loss[loss=0.3059, simple_loss=0.3621, pruned_loss=0.1249, over 2479000.67 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06116, over 24579.99 utterances.], batch size: 51, lr: 2.05e-03
2022-08-20 06:12:38,894 INFO [train.py:927] (5/8) Epoch 1, batch 9500, giga_loss[loss=0.2674, simple_loss=0.3497, pruned_loss=0.09251, over 12409.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02836, over 58.00 utterances.], tot_loss[loss=0.3206, simple_loss=0.3778, pruned_loss=0.1317, over 2478336.07 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06054, over 23278.87 utterances.], libri_tot_loss[loss=0.4284, simple_loss=0.4738, pruned_loss=0.4555, over 2444645.73 frames. utt_duration=1263 frames, utt_pad_proportion=0.05937, over 7751.68 utterances.], giga_tot_loss[loss=0.307, simple_loss=0.3644, pruned_loss=0.1248, over 2479216.00 frames. utt_duration=396.2 frames, utt_pad_proportion=0.062, over 25108.45 utterances.], batch size: 58, lr: 2.05e-03
2022-08-20 06:14:49,667 INFO [train.py:927] (5/8) Epoch 1, batch 9550, giga_loss[loss=0.3345, simple_loss=0.3912, pruned_loss=0.1389, over 12363.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03711, over 113.00 utterances.], tot_loss[loss=0.3197, simple_loss=0.377, pruned_loss=0.1312, over 2478574.86 frames. utt_duration=425.8 frames, utt_pad_proportion=0.06036, over 23351.92 utterances.], libri_tot_loss[loss=0.4283, simple_loss=0.4735, pruned_loss=0.4502, over 2445457.52 frames. utt_duration=1263 frames, utt_pad_proportion=0.0585, over 7754.66 utterances.], giga_tot_loss[loss=0.3071, simple_loss=0.365, pruned_loss=0.1246, over 2479149.36 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06181, over 25080.28 utterances.], batch size: 113, lr: 2.04e-03
2022-08-20 06:17:05,728 INFO [train.py:927] (5/8) Epoch 1, batch 9600, giga_loss[loss=0.2474, simple_loss=0.3328, pruned_loss=0.08106, over 12385.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.05072, over 34.00 utterances.], tot_loss[loss=0.3166, simple_loss=0.3741, pruned_loss=0.1296, over 2478302.07 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06046, over 23092.62 utterances.], libri_tot_loss[loss=0.4262, simple_loss=0.4708, pruned_loss=0.4404, over 2446439.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.05728, over 7743.57 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3637, pruned_loss=0.1231, over 2478907.88 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06197, over 24976.97 utterances.], batch size: 34, lr: 2.04e-03
2022-08-20 06:19:22,734 INFO [train.py:927] (5/8) Epoch 1, batch 9650, giga_loss[loss=0.3242, simple_loss=0.3595, pruned_loss=0.1445, over 12355.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.172, over 354.00 utterances.], tot_loss[loss=0.3158, simple_loss=0.3728, pruned_loss=0.1294, over 2477796.91 frames. utt_duration=426.5 frames, utt_pad_proportion=0.0633, over 23306.28 utterances.], libri_tot_loss[loss=0.4245, simple_loss=0.4684, pruned_loss=0.4325, over 2447090.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.056, over 7718.59 utterances.], giga_tot_loss[loss=0.3051, simple_loss=0.3641, pruned_loss=0.1231, over 2478526.75 frames. utt_duration=394 frames, utt_pad_proportion=0.06464, over 25239.55 utterances.], batch size: 354, lr: 2.03e-03
2022-08-20 06:21:45,449 INFO [train.py:927] (5/8) Epoch 1, batch 9700, giga_loss[loss=0.3187, simple_loss=0.375, pruned_loss=0.1312, over 12453.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04392, over 134.00 utterances.], tot_loss[loss=0.3164, simple_loss=0.3729, pruned_loss=0.1299, over 2478186.51 frames. utt_duration=424.7 frames, utt_pad_proportion=0.06502, over 23407.94 utterances.], libri_tot_loss[loss=0.4242, simple_loss=0.4681, pruned_loss=0.43, over 2447292.27 frames. utt_duration=1259 frames, utt_pad_proportion=0.06, over 7784.02 utterances.], giga_tot_loss[loss=0.3073, simple_loss=0.3655, pruned_loss=0.1245, over 2478864.78 frames. utt_duration=397.6 frames, utt_pad_proportion=0.065, over 25011.49 utterances.], batch size: 134, lr: 2.03e-03
2022-08-20 06:23:58,854 INFO [train.py:927] (5/8) Epoch 1, batch 9750, giga_loss[loss=0.2486, simple_loss=0.3311, pruned_loss=0.08303, over 12281.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02683, over 54.00 utterances.], tot_loss[loss=0.3149, simple_loss=0.3723, pruned_loss=0.1288, over 2478204.39 frames. utt_duration=435 frames, utt_pad_proportion=0.06265, over 22850.91 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4675, pruned_loss=0.4198, over 2447983.79 frames. utt_duration=1268 frames, utt_pad_proportion=0.05845, over 7730.41 utterances.], giga_tot_loss[loss=0.3048, simple_loss=0.3637, pruned_loss=0.123, over 2479231.87 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06326, over 24734.45 utterances.], batch size: 54, lr: 2.03e-03
2022-08-20 06:26:00,485 INFO [train.py:927] (5/8) Epoch 1, batch 9800, giga_loss[loss=0.3305, simple_loss=0.3802, pruned_loss=0.1404, over 12429.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05736, over 182.00 utterances.], tot_loss[loss=0.3111, simple_loss=0.3689, pruned_loss=0.1266, over 2477813.14 frames. utt_duration=439.2 frames, utt_pad_proportion=0.06364, over 22625.28 utterances.], libri_tot_loss[loss=0.4202, simple_loss=0.4643, pruned_loss=0.4103, over 2448804.32 frames. utt_duration=1262 frames, utt_pad_proportion=0.06101, over 7770.32 utterances.], giga_tot_loss[loss=0.3021, simple_loss=0.3617, pruned_loss=0.1213, over 2478854.62 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06333, over 24585.95 utterances.], batch size: 182, lr: 2.02e-03
2022-08-20 06:27:55,583 INFO [train.py:927] (5/8) Epoch 1, batch 9850, giga_loss[loss=0.3394, simple_loss=0.3888, pruned_loss=0.145, over 12442.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03419, over 105.00 utterances.], tot_loss[loss=0.3129, simple_loss=0.3697, pruned_loss=0.128, over 2477109.40 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06762, over 23622.41 utterances.], libri_tot_loss[loss=0.4177, simple_loss=0.4618, pruned_loss=0.4035, over 2449178.95 frames. utt_duration=1268 frames, utt_pad_proportion=0.06, over 7736.29 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.3641, pruned_loss=0.1235, over 2478236.47 frames. utt_duration=389.2 frames, utt_pad_proportion=0.0674, over 25548.25 utterances.], batch size: 105, lr: 2.02e-03
2022-08-20 06:29:45,049 INFO [train.py:927] (5/8) Epoch 1, batch 9900, giga_loss[loss=0.3018, simple_loss=0.3585, pruned_loss=0.1225, over 12388.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0355, over 113.00 utterances.], tot_loss[loss=0.3103, simple_loss=0.367, pruned_loss=0.1268, over 2477548.09 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06351, over 23532.46 utterances.], libri_tot_loss[loss=0.4156, simple_loss=0.4598, pruned_loss=0.397, over 2449444.76 frames. utt_duration=1268 frames, utt_pad_proportion=0.05894, over 7736.86 utterances.], giga_tot_loss[loss=0.3041, simple_loss=0.3623, pruned_loss=0.1229, over 2478835.32 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06394, over 25421.95 utterances.], batch size: 113, lr: 2.01e-03
2022-08-20 06:31:40,505 INFO [train.py:927] (5/8) Epoch 1, batch 9950, giga_loss[loss=0.4479, simple_loss=0.4472, pruned_loss=0.2243, over 12389.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07504, over 212.00 utterances.], tot_loss[loss=0.3164, simple_loss=0.3701, pruned_loss=0.1313, over 2477684.92 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06582, over 24209.43 utterances.], libri_tot_loss[loss=0.4154, simple_loss=0.4589, pruned_loss=0.3941, over 2450081.92 frames. utt_duration=1269 frames, utt_pad_proportion=0.05831, over 7732.88 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3659, pruned_loss=0.1272, over 2478504.59 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06622, over 25923.69 utterances.], batch size: 212, lr: 2.01e-03
2022-08-20 06:33:22,704 INFO [train.py:927] (5/8) Epoch 1, batch 10000, libri_loss[loss=0.349, simple_loss=0.3769, pruned_loss=0.1605, over 12231.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008444, over 29.00 utterances.], tot_loss[loss=0.3354, simple_loss=0.3822, pruned_loss=0.1443, over 2476583.91 frames. utt_duration=433.8 frames, utt_pad_proportion=0.06639, over 22901.14 utterances.], libri_tot_loss[loss=0.4177, simple_loss=0.4575, pruned_loss=0.3889, over 2450591.79 frames. utt_duration=1263 frames, utt_pad_proportion=0.06132, over 7769.11 utterances.], giga_tot_loss[loss=0.3253, simple_loss=0.3772, pruned_loss=0.1367, over 2477765.49 frames. utt_duration=400.4 frames, utt_pad_proportion=0.066, over 24832.01 utterances.], batch size: 29, lr: 2.01e-03
2022-08-20 06:35:14,253 INFO [train.py:927] (5/8) Epoch 1, batch 10050, giga_loss[loss=0.3026, simple_loss=0.351, pruned_loss=0.1271, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05525, over 162.00 utterances.], tot_loss[loss=0.3372, simple_loss=0.3827, pruned_loss=0.1459, over 2475931.87 frames. utt_duration=443.1 frames, utt_pad_proportion=0.06812, over 22419.58 utterances.], libri_tot_loss[loss=0.4157, simple_loss=0.4555, pruned_loss=0.3799, over 2451287.07 frames. utt_duration=1236 frames, utt_pad_proportion=0.06818, over 7942.52 utterances.], giga_tot_loss[loss=0.328, simple_loss=0.3778, pruned_loss=0.1391, over 2477159.03 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06576, over 24352.92 utterances.], batch size: 162, lr: 2.00e-03
2022-08-20 06:36:59,458 INFO [train.py:927] (5/8) Epoch 1, batch 10100, giga_loss[loss=0.2102, simple_loss=0.2752, pruned_loss=0.07264, over 12197.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.02983, over 28.00 utterances.], tot_loss[loss=0.3258, simple_loss=0.3723, pruned_loss=0.1397, over 2475451.78 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06441, over 21019.95 utterances.], libri_tot_loss[loss=0.4137, simple_loss=0.4535, pruned_loss=0.3741, over 2451463.10 frames. utt_duration=1239 frames, utt_pad_proportion=0.06716, over 7925.18 utterances.], giga_tot_loss[loss=0.3184, simple_loss=0.3685, pruned_loss=0.1342, over 2476794.04 frames. utt_duration=434.5 frames, utt_pad_proportion=0.063, over 22873.41 utterances.], batch size: 28, lr: 2.00e-03
2022-08-20 06:38:40,309 INFO [train.py:927] (5/8) Epoch 1, batch 10150, giga_loss[loss=0.2666, simple_loss=0.3166, pruned_loss=0.1083, over 12457.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.03828, over 114.00 utterances.], tot_loss[loss=0.3147, simple_loss=0.3621, pruned_loss=0.1337, over 2474572.38 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06501, over 20739.95 utterances.], libri_tot_loss[loss=0.4116, simple_loss=0.4515, pruned_loss=0.3675, over 2451923.71 frames. utt_duration=1230 frames, utt_pad_proportion=0.06976, over 7983.78 utterances.], giga_tot_loss[loss=0.3082, simple_loss=0.3586, pruned_loss=0.1289, over 2475859.43 frames. utt_duration=441.4 frames, utt_pad_proportion=0.06306, over 22506.95 utterances.], batch size: 114, lr: 1.99e-03
2022-08-20 06:40:22,825 INFO [train.py:927] (5/8) Epoch 1, batch 10200, giga_loss[loss=0.2492, simple_loss=0.3029, pruned_loss=0.0977, over 12238.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.03025, over 39.00 utterances.], tot_loss[loss=0.3138, simple_loss=0.364, pruned_loss=0.1318, over 2474665.19 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06234, over 19460.43 utterances.], libri_tot_loss[loss=0.4147, simple_loss=0.4573, pruned_loss=0.3604, over 2452933.93 frames. utt_duration=1220 frames, utt_pad_proportion=0.0722, over 8054.33 utterances.], giga_tot_loss[loss=0.302, simple_loss=0.3524, pruned_loss=0.1258, over 2475566.77 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06003, over 21273.93 utterances.], batch size: 39, lr: 1.99e-03
2022-08-20 06:42:02,686 INFO [train.py:927] (5/8) Epoch 1, batch 10250, giga_loss[loss=0.2698, simple_loss=0.3293, pruned_loss=0.1051, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03958, over 113.00 utterances.], tot_loss[loss=0.3051, simple_loss=0.3559, pruned_loss=0.1271, over 2474003.20 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06349, over 19332.41 utterances.], libri_tot_loss[loss=0.4126, simple_loss=0.4556, pruned_loss=0.3541, over 2453341.47 frames. utt_duration=1221 frames, utt_pad_proportion=0.07155, over 8048.34 utterances.], giga_tot_loss[loss=0.2946, simple_loss=0.3455, pruned_loss=0.1218, over 2474938.60 frames. utt_duration=470.4 frames, utt_pad_proportion=0.0617, over 21109.96 utterances.], batch size: 113, lr: 1.99e-03
2022-08-20 06:43:45,410 INFO [train.py:927] (5/8) Epoch 1, batch 10300, giga_loss[loss=0.2421, simple_loss=0.3018, pruned_loss=0.09117, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02504, over 48.00 utterances.], tot_loss[loss=0.2947, simple_loss=0.3463, pruned_loss=0.1215, over 2474318.32 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06042, over 18521.18 utterances.], libri_tot_loss[loss=0.4122, simple_loss=0.455, pruned_loss=0.3522, over 2453418.92 frames. utt_duration=1222 frames, utt_pad_proportion=0.07098, over 8038.88 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.3378, pruned_loss=0.1169, over 2475167.46 frames. utt_duration=495.9 frames, utt_pad_proportion=0.05933, over 20024.51 utterances.], batch size: 48, lr: 1.98e-03
2022-08-20 06:45:27,346 INFO [train.py:927] (5/8) Epoch 1, batch 10350, libri_loss[loss=0.4008, simple_loss=0.4442, pruned_loss=0.1787, over 12414.00 frames. utt_duration=765.4 frames, utt_pad_proportion=0.1312, over 65.00 utterances.], tot_loss[loss=0.2883, simple_loss=0.3397, pruned_loss=0.1184, over 2474315.91 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06354, over 18949.70 utterances.], libri_tot_loss[loss=0.4114, simple_loss=0.4537, pruned_loss=0.3479, over 2453950.49 frames. utt_duration=1218 frames, utt_pad_proportion=0.07104, over 8065.93 utterances.], giga_tot_loss[loss=0.2792, simple_loss=0.3315, pruned_loss=0.1135, over 2474963.30 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06236, over 20360.52 utterances.], batch size: 65, lr: 1.98e-03
2022-08-20 06:47:10,025 INFO [train.py:927] (5/8) Epoch 1, batch 10400, giga_loss[loss=0.276, simple_loss=0.3233, pruned_loss=0.1143, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04355, over 146.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.3349, pruned_loss=0.1157, over 2474564.35 frames. utt_duration=536.1 frames, utt_pad_proportion=0.0637, over 18512.51 utterances.], libri_tot_loss[loss=0.4129, simple_loss=0.4548, pruned_loss=0.3456, over 2454306.64 frames. utt_duration=1208 frames, utt_pad_proportion=0.07468, over 8139.78 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3252, pruned_loss=0.1096, over 2475128.35 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06118, over 19758.99 utterances.], batch size: 146, lr: 1.97e-03
2022-08-20 06:48:53,473 INFO [train.py:927] (5/8) Epoch 1, batch 10450, giga_loss[loss=0.3203, simple_loss=0.3599, pruned_loss=0.1404, over 12443.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03901, over 37.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.3385, pruned_loss=0.1195, over 2474473.05 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06576, over 18929.15 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4539, pruned_loss=0.3421, over 2454345.51 frames. utt_duration=1213 frames, utt_pad_proportion=0.07334, over 8100.56 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3288, pruned_loss=0.1126, over 2475371.91 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06414, over 20214.23 utterances.], batch size: 37, lr: 1.97e-03
2022-08-20 06:50:38,696 INFO [train.py:927] (5/8) Epoch 1, batch 10500, giga_loss[loss=0.4259, simple_loss=0.454, pruned_loss=0.1989, over 12369.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03533, over 122.00 utterances.], tot_loss[loss=0.309, simple_loss=0.3569, pruned_loss=0.1306, over 2474276.73 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06741, over 19306.24 utterances.], libri_tot_loss[loss=0.4137, simple_loss=0.4558, pruned_loss=0.3404, over 2454308.78 frames. utt_duration=1216 frames, utt_pad_proportion=0.07283, over 8081.60 utterances.], giga_tot_loss[loss=0.2981, simple_loss=0.3467, pruned_loss=0.1247, over 2475188.05 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06626, over 20438.79 utterances.], batch size: 122, lr: 1.97e-03
2022-08-20 06:52:22,286 INFO [train.py:927] (5/8) Epoch 1, batch 10550, giga_loss[loss=0.324, simple_loss=0.3842, pruned_loss=0.1319, over 12400.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02883, over 58.00 utterances.], tot_loss[loss=0.3186, simple_loss=0.3662, pruned_loss=0.1355, over 2474230.29 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06202, over 18561.45 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4555, pruned_loss=0.3376, over 2454459.24 frames. utt_duration=1217 frames, utt_pad_proportion=0.0719, over 8076.07 utterances.], giga_tot_loss[loss=0.308, simple_loss=0.3566, pruned_loss=0.1297, over 2475159.54 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06162, over 19660.19 utterances.], batch size: 58, lr: 1.96e-03
2022-08-20 06:54:04,115 INFO [train.py:927] (5/8) Epoch 1, batch 10600, libri_loss[loss=0.3618, simple_loss=0.4161, pruned_loss=0.1538, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005598, over 34.00 utterances.], tot_loss[loss=0.334, simple_loss=0.3781, pruned_loss=0.1449, over 2474985.68 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06074, over 18087.24 utterances.], libri_tot_loss[loss=0.4234, simple_loss=0.4611, pruned_loss=0.339, over 2455326.76 frames. utt_duration=1207 frames, utt_pad_proportion=0.07378, over 8146.60 utterances.], giga_tot_loss[loss=0.3148, simple_loss=0.3631, pruned_loss=0.1332, over 2475602.50 frames. utt_duration=516.5 frames, utt_pad_proportion=0.05957, over 19225.82 utterances.], batch size: 34, lr: 1.96e-03
2022-08-20 06:55:48,107 INFO [train.py:927] (5/8) Epoch 1, batch 10650, giga_loss[loss=0.3474, simple_loss=0.3882, pruned_loss=0.1533, over 12449.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03312, over 86.00 utterances.], tot_loss[loss=0.3362, simple_loss=0.3801, pruned_loss=0.1461, over 2474720.83 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06132, over 17871.34 utterances.], libri_tot_loss[loss=0.423, simple_loss=0.4604, pruned_loss=0.3369, over 2455503.01 frames. utt_duration=1199 frames, utt_pad_proportion=0.07641, over 8199.76 utterances.], giga_tot_loss[loss=0.3201, simple_loss=0.3678, pruned_loss=0.1362, over 2475330.81 frames. utt_duration=526.4 frames, utt_pad_proportion=0.05927, over 18863.76 utterances.], batch size: 86, lr: 1.96e-03
2022-08-20 06:57:32,714 INFO [train.py:927] (5/8) Epoch 1, batch 10700, giga_loss[loss=0.3415, simple_loss=0.3891, pruned_loss=0.1469, over 12370.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05295, over 161.00 utterances.], tot_loss[loss=0.3367, simple_loss=0.3818, pruned_loss=0.1458, over 2474609.61 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06049, over 17991.34 utterances.], libri_tot_loss[loss=0.4218, simple_loss=0.4593, pruned_loss=0.3341, over 2455529.94 frames. utt_duration=1199 frames, utt_pad_proportion=0.07632, over 8205.56 utterances.], giga_tot_loss[loss=0.3239, simple_loss=0.3721, pruned_loss=0.1379, over 2475323.87 frames. utt_duration=525.4 frames, utt_pad_proportion=0.05887, over 18900.24 utterances.], batch size: 161, lr: 1.95e-03
2022-08-20 06:59:16,123 INFO [train.py:927] (5/8) Epoch 1, batch 10750, giga_loss[loss=0.3202, simple_loss=0.3782, pruned_loss=0.1311, over 12340.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03364, over 97.00 utterances.], tot_loss[loss=0.335, simple_loss=0.3823, pruned_loss=0.1439, over 2474582.83 frames. utt_duration=565.3 frames, utt_pad_proportion=0.05983, over 17556.83 utterances.], libri_tot_loss[loss=0.4206, simple_loss=0.4581, pruned_loss=0.3313, over 2455273.81 frames. utt_duration=1203 frames, utt_pad_proportion=0.07564, over 8175.62 utterances.], giga_tot_loss[loss=0.3249, simple_loss=0.3746, pruned_loss=0.1376, over 2475614.47 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05874, over 18421.16 utterances.], batch size: 97, lr: 1.95e-03
2022-08-20 07:00:57,541 INFO [train.py:927] (5/8) Epoch 1, batch 10800, giga_loss[loss=0.3588, simple_loss=0.4064, pruned_loss=0.1556, over 12473.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02937, over 55.00 utterances.], tot_loss[loss=0.3363, simple_loss=0.3858, pruned_loss=0.1434, over 2473742.79 frames. utt_duration=593.9 frames, utt_pad_proportion=0.0603, over 16704.37 utterances.], libri_tot_loss[loss=0.4201, simple_loss=0.4587, pruned_loss=0.325, over 2455427.11 frames. utt_duration=1187 frames, utt_pad_proportion=0.08147, over 8287.84 utterances.], giga_tot_loss[loss=0.3255, simple_loss=0.3764, pruned_loss=0.1373, over 2475125.02 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05638, over 17626.69 utterances.], batch size: 55, lr: 1.94e-03
2022-08-20 07:02:41,017 INFO [train.py:927] (5/8) Epoch 1, batch 10850, giga_loss[loss=0.3723, simple_loss=0.4132, pruned_loss=0.1657, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03781, over 105.00 utterances.], tot_loss[loss=0.3366, simple_loss=0.3876, pruned_loss=0.1428, over 2474090.13 frames. utt_duration=610.8 frames, utt_pad_proportion=0.05802, over 16243.13 utterances.], libri_tot_loss[loss=0.4197, simple_loss=0.459, pruned_loss=0.3192, over 2456361.88 frames. utt_duration=1192 frames, utt_pad_proportion=0.07896, over 8254.81 utterances.], giga_tot_loss[loss=0.3253, simple_loss=0.3772, pruned_loss=0.1367, over 2475041.94 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05565, over 17307.48 utterances.], batch size: 105, lr: 1.94e-03
2022-08-20 07:04:26,348 INFO [train.py:927] (5/8) Epoch 1, batch 10900, giga_loss[loss=0.4042, simple_loss=0.4177, pruned_loss=0.1954, over 12375.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07473, over 212.00 utterances.], tot_loss[loss=0.3398, simple_loss=0.3885, pruned_loss=0.1455, over 2473817.52 frames. utt_duration=623.6 frames, utt_pad_proportion=0.05539, over 15906.36 utterances.], libri_tot_loss[loss=0.4183, simple_loss=0.4575, pruned_loss=0.3159, over 2456634.83 frames. utt_duration=1195 frames, utt_pad_proportion=0.07776, over 8232.94 utterances.], giga_tot_loss[loss=0.3306, simple_loss=0.3802, pruned_loss=0.1405, over 2474644.72 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05396, over 16908.06 utterances.], batch size: 212, lr: 1.94e-03
2022-08-20 07:06:12,242 INFO [train.py:927] (5/8) Epoch 1, batch 10950, giga_loss[loss=0.38, simple_loss=0.4042, pruned_loss=0.1779, over 12402.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.3393, simple_loss=0.3867, pruned_loss=0.146, over 2473582.71 frames. utt_duration=612.3 frames, utt_pad_proportion=0.0568, over 16198.31 utterances.], libri_tot_loss[loss=0.416, simple_loss=0.4554, pruned_loss=0.3115, over 2457298.25 frames. utt_duration=1201 frames, utt_pad_proportion=0.07636, over 8197.57 utterances.], giga_tot_loss[loss=0.3322, simple_loss=0.3804, pruned_loss=0.142, over 2474040.58 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05598, over 17193.41 utterances.], batch size: 183, lr: 1.93e-03
2022-08-20 07:07:57,382 INFO [train.py:927] (5/8) Epoch 1, batch 11000, giga_loss[loss=0.3696, simple_loss=0.4051, pruned_loss=0.1671, over 12386.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05919, over 182.00 utterances.], tot_loss[loss=0.3388, simple_loss=0.3852, pruned_loss=0.1463, over 2473039.95 frames. utt_duration=613.3 frames, utt_pad_proportion=0.05637, over 16169.79 utterances.], libri_tot_loss[loss=0.4163, simple_loss=0.4548, pruned_loss=0.309, over 2457595.45 frames. utt_duration=1205 frames, utt_pad_proportion=0.07502, over 8170.06 utterances.], giga_tot_loss[loss=0.331, simple_loss=0.379, pruned_loss=0.1415, over 2473486.74 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05611, over 17159.44 utterances.], batch size: 182, lr: 1.93e-03
2022-08-20 07:09:43,622 INFO [train.py:927] (5/8) Epoch 1, batch 11050, giga_loss[loss=0.2921, simple_loss=0.3509, pruned_loss=0.1167, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02797, over 91.00 utterances.], tot_loss[loss=0.3372, simple_loss=0.3831, pruned_loss=0.1456, over 2472372.56 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06395, over 17567.88 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.455, pruned_loss=0.308, over 2457467.92 frames. utt_duration=1203 frames, utt_pad_proportion=0.07486, over 8178.61 utterances.], giga_tot_loss[loss=0.3292, simple_loss=0.3771, pruned_loss=0.1406, over 2473038.38 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06339, over 18456.36 utterances.], batch size: 91, lr: 1.93e-03
2022-08-20 07:11:26,642 INFO [train.py:927] (5/8) Epoch 1, batch 11100, libri_loss[loss=0.4177, simple_loss=0.4909, pruned_loss=0.1722, over 12460.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008679, over 39.00 utterances.], tot_loss[loss=0.3285, simple_loss=0.3767, pruned_loss=0.1402, over 2473062.77 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06398, over 17457.24 utterances.], libri_tot_loss[loss=0.4158, simple_loss=0.454, pruned_loss=0.3037, over 2458212.14 frames. utt_duration=1207 frames, utt_pad_proportion=0.07318, over 8156.44 utterances.], giga_tot_loss[loss=0.321, simple_loss=0.3707, pruned_loss=0.1356, over 2473322.07 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06411, over 18454.66 utterances.], batch size: 39, lr: 1.92e-03
2022-08-20 07:13:12,189 INFO [train.py:927] (5/8) Epoch 1, batch 11150, libri_loss[loss=0.3467, simple_loss=0.4012, pruned_loss=0.1461, over 12184.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006517, over 33.00 utterances.], tot_loss[loss=0.3194, simple_loss=0.3694, pruned_loss=0.1347, over 2473763.63 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06818, over 18390.48 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4531, pruned_loss=0.2999, over 2458531.37 frames. utt_duration=1211 frames, utt_pad_proportion=0.07181, over 8132.80 utterances.], giga_tot_loss[loss=0.3124, simple_loss=0.3635, pruned_loss=0.1307, over 2474048.85 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06858, over 19436.26 utterances.], batch size: 33, lr: 1.92e-03
2022-08-20 07:14:55,806 INFO [train.py:927] (5/8) Epoch 1, batch 11200, giga_loss[loss=0.3191, simple_loss=0.3537, pruned_loss=0.1423, over 12324.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1899, over 362.00 utterances.], tot_loss[loss=0.3182, simple_loss=0.3679, pruned_loss=0.1343, over 2474196.44 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06713, over 18673.38 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.4512, pruned_loss=0.296, over 2458690.60 frames. utt_duration=1215 frames, utt_pad_proportion=0.07097, over 8104.88 utterances.], giga_tot_loss[loss=0.3124, simple_loss=0.363, pruned_loss=0.1308, over 2474605.66 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06774, over 19766.83 utterances.], batch size: 362, lr: 1.92e-03
2022-08-20 07:16:38,067 INFO [train.py:927] (5/8) Epoch 1, batch 11250, giga_loss[loss=0.2719, simple_loss=0.3303, pruned_loss=0.1067, over 12454.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03493, over 105.00 utterances.], tot_loss[loss=0.3136, simple_loss=0.3636, pruned_loss=0.1318, over 2473377.25 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06746, over 18975.63 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.4511, pruned_loss=0.2955, over 2458812.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.07078, over 8110.36 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3595, pruned_loss=0.1288, over 2473650.46 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06799, over 19879.71 utterances.], batch size: 105, lr: 1.91e-03
2022-08-20 07:18:23,603 INFO [train.py:927] (5/8) Epoch 1, batch 11300, giga_loss[loss=0.2734, simple_loss=0.3313, pruned_loss=0.1077, over 12369.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.3107, simple_loss=0.3604, pruned_loss=0.1305, over 2473668.26 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06186, over 18052.82 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4521, pruned_loss=0.2949, over 2458991.79 frames. utt_duration=1215 frames, utt_pad_proportion=0.06996, over 8102.26 utterances.], giga_tot_loss[loss=0.3029, simple_loss=0.3544, pruned_loss=0.1257, over 2473993.67 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06281, over 18968.49 utterances.], batch size: 62, lr: 1.91e-03
2022-08-20 07:20:06,048 INFO [train.py:927] (5/8) Epoch 1, batch 11350, giga_loss[loss=0.2241, simple_loss=0.2844, pruned_loss=0.08187, over 12138.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04228, over 33.00 utterances.], tot_loss[loss=0.3061, simple_loss=0.3558, pruned_loss=0.1283, over 2473125.61 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06568, over 17928.09 utterances.], libri_tot_loss[loss=0.4158, simple_loss=0.4525, pruned_loss=0.2944, over 2459077.61 frames. utt_duration=1202 frames, utt_pad_proportion=0.07413, over 8196.42 utterances.], giga_tot_loss[loss=0.2972, simple_loss=0.3494, pruned_loss=0.1225, over 2473489.81 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06463, over 18703.12 utterances.], batch size: 33, lr: 1.90e-03
2022-08-20 07:21:47,726 INFO [train.py:927] (5/8) Epoch 1, batch 11400, libri_loss[loss=0.463, simple_loss=0.4421, pruned_loss=0.2419, over 12428.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03522, over 46.00 utterances.], tot_loss[loss=0.304, simple_loss=0.3519, pruned_loss=0.1281, over 2473812.67 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06328, over 17709.73 utterances.], libri_tot_loss[loss=0.4184, simple_loss=0.4525, pruned_loss=0.2949, over 2459271.08 frames. utt_duration=1204 frames, utt_pad_proportion=0.07309, over 8183.63 utterances.], giga_tot_loss[loss=0.2924, simple_loss=0.3449, pruned_loss=0.12, over 2474187.96 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06288, over 18519.68 utterances.], batch size: 46, lr: 1.90e-03
2022-08-20 07:23:30,152 INFO [train.py:927] (5/8) Epoch 1, batch 11450, giga_loss[loss=0.2269, simple_loss=0.2931, pruned_loss=0.08037, over 12262.00 frames. utt_duration=963 frames, utt_pad_proportion=0.03988, over 51.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.3485, pruned_loss=0.1255, over 2473181.95 frames. utt_duration=578.6 frames, utt_pad_proportion=0.06013, over 17141.14 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4509, pruned_loss=0.2911, over 2459319.28 frames. utt_duration=1210 frames, utt_pad_proportion=0.07145, over 8142.67 utterances.], giga_tot_loss[loss=0.2888, simple_loss=0.3417, pruned_loss=0.1179, over 2473796.23 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06049, over 18071.52 utterances.], batch size: 51, lr: 1.90e-03
2022-08-20 07:25:17,042 INFO [train.py:927] (5/8) Epoch 1, batch 11500, giga_loss[loss=0.4302, simple_loss=0.4367, pruned_loss=0.2119, over 12382.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06454, over 183.00 utterances.], tot_loss[loss=0.3036, simple_loss=0.3512, pruned_loss=0.128, over 2472814.43 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06128, over 17575.83 utterances.], libri_tot_loss[loss=0.4165, simple_loss=0.4506, pruned_loss=0.2904, over 2459409.68 frames. utt_duration=1211 frames, utt_pad_proportion=0.07118, over 8135.96 utterances.], giga_tot_loss[loss=0.2948, simple_loss=0.3457, pruned_loss=0.122, over 2473276.57 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06159, over 18347.33 utterances.], batch size: 183, lr: 1.89e-03
2022-08-20 07:27:02,895 INFO [train.py:927] (5/8) Epoch 1, batch 11550, giga_loss[loss=0.3495, simple_loss=0.3934, pruned_loss=0.1528, over 12341.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03335, over 97.00 utterances.], tot_loss[loss=0.3118, simple_loss=0.3593, pruned_loss=0.1322, over 2473411.59 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06247, over 17581.45 utterances.], libri_tot_loss[loss=0.4166, simple_loss=0.4517, pruned_loss=0.2889, over 2459762.67 frames. utt_duration=1213 frames, utt_pad_proportion=0.07067, over 8120.62 utterances.], giga_tot_loss[loss=0.3038, simple_loss=0.353, pruned_loss=0.1273, over 2473580.36 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06284, over 18283.76 utterances.], batch size: 97, lr: 1.89e-03
2022-08-20 07:28:46,727 INFO [train.py:927] (5/8) Epoch 1, batch 11600, giga_loss[loss=0.366, simple_loss=0.4112, pruned_loss=0.1604, over 12392.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.051, over 161.00 utterances.], tot_loss[loss=0.3245, simple_loss=0.3701, pruned_loss=0.1395, over 2472993.89 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06947, over 18176.93 utterances.], libri_tot_loss[loss=0.4179, simple_loss=0.453, pruned_loss=0.2863, over 2459460.79 frames. utt_duration=1218 frames, utt_pad_proportion=0.06891, over 8083.86 utterances.], giga_tot_loss[loss=0.3139, simple_loss=0.3613, pruned_loss=0.1332, over 2473864.83 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07022, over 19107.76 utterances.], batch size: 161, lr: 1.89e-03
2022-08-20 07:30:31,019 INFO [train.py:927] (5/8) Epoch 1, batch 11650, giga_loss[loss=0.3987, simple_loss=0.4244, pruned_loss=0.1865, over 12365.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.0314, over 97.00 utterances.], tot_loss[loss=0.3336, simple_loss=0.378, pruned_loss=0.1446, over 2473349.11 frames. utt_duration=538.9 frames, utt_pad_proportion=0.0667, over 18408.00 utterances.], libri_tot_loss[loss=0.4161, simple_loss=0.4513, pruned_loss=0.283, over 2460056.98 frames. utt_duration=1218 frames, utt_pad_proportion=0.06841, over 8089.85 utterances.], giga_tot_loss[loss=0.3247, simple_loss=0.3707, pruned_loss=0.1393, over 2473799.54 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06759, over 19369.54 utterances.], batch size: 97, lr: 1.88e-03
2022-08-20 07:32:14,152 INFO [train.py:927] (5/8) Epoch 1, batch 11700, libri_loss[loss=0.4075, simple_loss=0.4249, pruned_loss=0.195, over 12396.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00583, over 34.00 utterances.], tot_loss[loss=0.3298, simple_loss=0.3762, pruned_loss=0.1417, over 2473771.61 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06259, over 18347.34 utterances.], libri_tot_loss[loss=0.4153, simple_loss=0.4503, pruned_loss=0.2812, over 2460264.99 frames. utt_duration=1222 frames, utt_pad_proportion=0.06767, over 8064.65 utterances.], giga_tot_loss[loss=0.3223, simple_loss=0.3703, pruned_loss=0.1372, over 2474125.53 frames. utt_duration=515 frames, utt_pad_proportion=0.06374, over 19271.07 utterances.], batch size: 34, lr: 1.88e-03
2022-08-20 07:33:58,293 INFO [train.py:927] (5/8) Epoch 1, batch 11750, giga_loss[loss=0.3503, simple_loss=0.3846, pruned_loss=0.158, over 12459.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04522, over 34.00 utterances.], tot_loss[loss=0.3263, simple_loss=0.3744, pruned_loss=0.1391, over 2474035.06 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06135, over 18573.73 utterances.], libri_tot_loss[loss=0.4151, simple_loss=0.4502, pruned_loss=0.2802, over 2460445.61 frames. utt_duration=1223 frames, utt_pad_proportion=0.06714, over 8056.01 utterances.], giga_tot_loss[loss=0.3197, simple_loss=0.3692, pruned_loss=0.1351, over 2474278.03 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06247, over 19395.49 utterances.], batch size: 34, lr: 1.88e-03
2022-08-20 07:35:41,283 INFO [train.py:927] (5/8) Epoch 1, batch 11800, giga_loss[loss=0.3957, simple_loss=0.4217, pruned_loss=0.1849, over 12361.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04047, over 145.00 utterances.], tot_loss[loss=0.3341, simple_loss=0.3816, pruned_loss=0.1433, over 2474627.62 frames. utt_duration=532 frames, utt_pad_proportion=0.06301, over 18659.80 utterances.], libri_tot_loss[loss=0.4166, simple_loss=0.4519, pruned_loss=0.2782, over 2460718.70 frames. utt_duration=1227 frames, utt_pad_proportion=0.06596, over 8034.32 utterances.], giga_tot_loss[loss=0.3254, simple_loss=0.3742, pruned_loss=0.1383, over 2474981.48 frames. utt_duration=506.3 frames, utt_pad_proportion=0.0642, over 19612.14 utterances.], batch size: 145, lr: 1.87e-03
2022-08-20 07:37:26,365 INFO [train.py:927] (5/8) Epoch 1, batch 11850, giga_loss[loss=0.3165, simple_loss=0.3796, pruned_loss=0.1267, over 12295.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02816, over 45.00 utterances.], tot_loss[loss=0.3456, simple_loss=0.3887, pruned_loss=0.1513, over 2473748.24 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05882, over 17896.46 utterances.], libri_tot_loss[loss=0.4258, simple_loss=0.4565, pruned_loss=0.2833, over 2460942.74 frames. utt_duration=1224 frames, utt_pad_proportion=0.06581, over 8054.31 utterances.], giga_tot_loss[loss=0.3296, simple_loss=0.3777, pruned_loss=0.1408, over 2474071.39 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06003, over 18816.05 utterances.], batch size: 45, lr: 1.87e-03
2022-08-20 07:39:11,590 INFO [train.py:927] (5/8) Epoch 1, batch 11900, giga_loss[loss=0.3733, simple_loss=0.3902, pruned_loss=0.1782, over 12403.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.3426, simple_loss=0.3865, pruned_loss=0.1493, over 2473879.59 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05652, over 17638.56 utterances.], libri_tot_loss[loss=0.4244, simple_loss=0.4552, pruned_loss=0.2813, over 2461037.14 frames. utt_duration=1227 frames, utt_pad_proportion=0.0651, over 8029.61 utterances.], giga_tot_loss[loss=0.3301, simple_loss=0.3781, pruned_loss=0.1411, over 2474216.59 frames. utt_duration=536 frames, utt_pad_proportion=0.05783, over 18516.65 utterances.], batch size: 258, lr: 1.87e-03
2022-08-20 07:40:55,784 INFO [train.py:927] (5/8) Epoch 1, batch 11950, giga_loss[loss=0.3219, simple_loss=0.3746, pruned_loss=0.1346, over 12383.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05934, over 182.00 utterances.], tot_loss[loss=0.3403, simple_loss=0.3859, pruned_loss=0.1473, over 2472974.07 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05738, over 17793.14 utterances.], libri_tot_loss[loss=0.4235, simple_loss=0.4543, pruned_loss=0.2791, over 2460978.69 frames. utt_duration=1231 frames, utt_pad_proportion=0.0641, over 8008.12 utterances.], giga_tot_loss[loss=0.3298, simple_loss=0.3788, pruned_loss=0.1404, over 2473531.24 frames. utt_duration=531.2 frames, utt_pad_proportion=0.05869, over 18679.00 utterances.], batch size: 182, lr: 1.86e-03
2022-08-20 07:42:41,987 INFO [train.py:927] (5/8) Epoch 1, batch 12000, giga_loss[loss=0.3366, simple_loss=0.3617, pruned_loss=0.1557, over 12363.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2012, over 368.00 utterances.], tot_loss[loss=0.3378, simple_loss=0.3853, pruned_loss=0.1451, over 2473057.67 frames. utt_duration=554.6 frames, utt_pad_proportion=0.05843, over 17884.54 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4541, pruned_loss=0.2786, over 2461157.80 frames. utt_duration=1231 frames, utt_pad_proportion=0.06384, over 8004.08 utterances.], giga_tot_loss[loss=0.3294, simple_loss=0.3796, pruned_loss=0.1396, over 2473387.27 frames. utt_duration=532.7 frames, utt_pad_proportion=0.0595, over 18623.54 utterances.], batch size: 368, lr: 1.86e-03
2022-08-20 07:42:41,988 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 07:42:59,983 INFO [train.py:967] (5/8) 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 07:44:39,005 INFO [train.py:927] (5/8) Epoch 1, batch 12050, giga_loss[loss=0.2944, simple_loss=0.3567, pruned_loss=0.116, over 12400.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02587, over 70.00 utterances.], tot_loss[loss=0.3338, simple_loss=0.3821, pruned_loss=0.1428, over 2472716.45 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06298, over 18291.14 utterances.], libri_tot_loss[loss=0.4227, simple_loss=0.4534, pruned_loss=0.2767, over 2461285.93 frames. utt_duration=1220 frames, utt_pad_proportion=0.06775, over 8077.91 utterances.], giga_tot_loss[loss=0.3262, simple_loss=0.377, pruned_loss=0.1377, over 2473075.62 frames. utt_duration=522.4 frames, utt_pad_proportion=0.0622, over 18991.44 utterances.], batch size: 70, lr: 1.86e-03
2022-08-20 07:46:19,670 INFO [train.py:927] (5/8) Epoch 1, batch 12100, giga_loss[loss=0.3457, simple_loss=0.3949, pruned_loss=0.1482, over 12372.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.3292, simple_loss=0.3793, pruned_loss=0.1396, over 2472782.60 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06022, over 16992.84 utterances.], libri_tot_loss[loss=0.4226, simple_loss=0.4536, pruned_loss=0.2753, over 2461684.37 frames. utt_duration=1208 frames, utt_pad_proportion=0.07149, over 8158.67 utterances.], giga_tot_loss[loss=0.3219, simple_loss=0.374, pruned_loss=0.1349, over 2472856.89 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05788, over 17599.42 utterances.], batch size: 58, lr: 1.85e-03
2022-08-20 07:47:59,639 INFO [train.py:927] (5/8) Epoch 1, batch 12150, giga_loss[loss=0.3007, simple_loss=0.369, pruned_loss=0.1162, over 12382.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03051, over 58.00 utterances.], tot_loss[loss=0.3299, simple_loss=0.3837, pruned_loss=0.138, over 2472586.35 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05903, over 16408.38 utterances.], libri_tot_loss[loss=0.4244, simple_loss=0.4581, pruned_loss=0.2737, over 2461844.25 frames. utt_duration=1211 frames, utt_pad_proportion=0.07073, over 8141.34 utterances.], giga_tot_loss[loss=0.3212, simple_loss=0.3743, pruned_loss=0.134, over 2472666.48 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05741, over 17015.71 utterances.], batch size: 58, lr: 1.85e-03
2022-08-20 07:49:42,074 INFO [train.py:927] (5/8) Epoch 1, batch 12200, giga_loss[loss=0.2733, simple_loss=0.3476, pruned_loss=0.09949, over 12377.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02659, over 66.00 utterances.], tot_loss[loss=0.3274, simple_loss=0.3823, pruned_loss=0.1363, over 2472433.26 frames. utt_duration=598.6 frames, utt_pad_proportion=0.0594, over 16562.52 utterances.], libri_tot_loss[loss=0.424, simple_loss=0.4584, pruned_loss=0.2719, over 2461676.39 frames. utt_duration=1216 frames, utt_pad_proportion=0.07002, over 8110.38 utterances.], giga_tot_loss[loss=0.3196, simple_loss=0.3736, pruned_loss=0.1328, over 2472762.24 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05836, over 17176.36 utterances.], batch size: 66, lr: 1.85e-03
2022-08-20 07:51:21,890 INFO [train.py:927] (5/8) Epoch 1, batch 12250, giga_loss[loss=0.2877, simple_loss=0.3491, pruned_loss=0.1131, over 12434.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03245, over 75.00 utterances.], tot_loss[loss=0.326, simple_loss=0.38, pruned_loss=0.136, over 2472908.15 frames. utt_duration=617.6 frames, utt_pad_proportion=0.05882, over 16054.31 utterances.], libri_tot_loss[loss=0.423, simple_loss=0.4574, pruned_loss=0.2692, over 2461995.36 frames. utt_duration=1221 frames, utt_pad_proportion=0.06845, over 8077.49 utterances.], giga_tot_loss[loss=0.3181, simple_loss=0.3719, pruned_loss=0.1321, over 2473179.50 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05855, over 16794.94 utterances.], batch size: 75, lr: 1.84e-03
2022-08-20 07:53:09,316 INFO [train.py:927] (5/8) Epoch 1, batch 12300, giga_loss[loss=0.2692, simple_loss=0.3356, pruned_loss=0.1014, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03952, over 28.00 utterances.], tot_loss[loss=0.3251, simple_loss=0.376, pruned_loss=0.1371, over 2472661.73 frames. utt_duration=626.4 frames, utt_pad_proportion=0.0617, over 15826.93 utterances.], libri_tot_loss[loss=0.427, simple_loss=0.4577, pruned_loss=0.2719, over 2461860.79 frames. utt_duration=1219 frames, utt_pad_proportion=0.06848, over 8087.28 utterances.], giga_tot_loss[loss=0.3139, simple_loss=0.3683, pruned_loss=0.1297, over 2473133.74 frames. utt_duration=600.8 frames, utt_pad_proportion=0.06132, over 16507.78 utterances.], batch size: 28, lr: 1.84e-03
2022-08-20 07:54:49,102 INFO [train.py:927] (5/8) Epoch 1, batch 12350, giga_loss[loss=0.2744, simple_loss=0.335, pruned_loss=0.1069, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02602, over 70.00 utterances.], tot_loss[loss=0.3275, simple_loss=0.3775, pruned_loss=0.1388, over 2472935.91 frames. utt_duration=624 frames, utt_pad_proportion=0.06527, over 15891.57 utterances.], libri_tot_loss[loss=0.427, simple_loss=0.4582, pruned_loss=0.2687, over 2462256.93 frames. utt_duration=1222 frames, utt_pad_proportion=0.06736, over 8072.58 utterances.], giga_tot_loss[loss=0.3149, simple_loss=0.368, pruned_loss=0.1309, over 2473339.40 frames. utt_duration=592.6 frames, utt_pad_proportion=0.06523, over 16736.36 utterances.], batch size: 70, lr: 1.84e-03
2022-08-20 07:56:29,905 INFO [train.py:927] (5/8) Epoch 1, batch 12400, giga_loss[loss=0.2891, simple_loss=0.3457, pruned_loss=0.1163, over 12370.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.02762, over 58.00 utterances.], tot_loss[loss=0.3203, simple_loss=0.3708, pruned_loss=0.1349, over 2472923.08 frames. utt_duration=622.2 frames, utt_pad_proportion=0.06327, over 15936.73 utterances.], libri_tot_loss[loss=0.4261, simple_loss=0.4575, pruned_loss=0.2675, over 2462155.21 frames. utt_duration=1222 frames, utt_pad_proportion=0.06695, over 8069.89 utterances.], giga_tot_loss[loss=0.3102, simple_loss=0.3632, pruned_loss=0.1286, over 2473404.78 frames. utt_duration=595.2 frames, utt_pad_proportion=0.06347, over 16665.09 utterances.], batch size: 58, lr: 1.83e-03
2022-08-20 07:58:11,392 INFO [train.py:927] (5/8) Epoch 1, batch 12450, giga_loss[loss=0.2825, simple_loss=0.3426, pruned_loss=0.1112, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03155, over 58.00 utterances.], tot_loss[loss=0.3158, simple_loss=0.3662, pruned_loss=0.1327, over 2472119.76 frames. utt_duration=633.1 frames, utt_pad_proportion=0.05925, over 15656.28 utterances.], libri_tot_loss[loss=0.4252, simple_loss=0.4566, pruned_loss=0.266, over 2462027.94 frames. utt_duration=1224 frames, utt_pad_proportion=0.06621, over 8054.89 utterances.], giga_tot_loss[loss=0.3072, simple_loss=0.3598, pruned_loss=0.1273, over 2472772.81 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05987, over 16355.62 utterances.], batch size: 58, lr: 1.83e-03
2022-08-20 07:59:55,244 INFO [train.py:927] (5/8) Epoch 1, batch 12500, giga_loss[loss=0.2985, simple_loss=0.3669, pruned_loss=0.115, over 12378.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02773, over 70.00 utterances.], tot_loss[loss=0.3154, simple_loss=0.3662, pruned_loss=0.1323, over 2471876.34 frames. utt_duration=627.2 frames, utt_pad_proportion=0.05905, over 15802.43 utterances.], libri_tot_loss[loss=0.4243, simple_loss=0.4561, pruned_loss=0.2643, over 2462141.71 frames. utt_duration=1226 frames, utt_pad_proportion=0.0655, over 8042.12 utterances.], giga_tot_loss[loss=0.308, simple_loss=0.3604, pruned_loss=0.1278, over 2472427.31 frames. utt_duration=602 frames, utt_pad_proportion=0.05981, over 16468.75 utterances.], batch size: 70, lr: 1.83e-03
2022-08-20 08:01:35,565 INFO [train.py:927] (5/8) Epoch 1, batch 12550, giga_loss[loss=0.3789, simple_loss=0.4219, pruned_loss=0.1679, over 12409.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04755, over 161.00 utterances.], tot_loss[loss=0.3187, simple_loss=0.3705, pruned_loss=0.1334, over 2472475.54 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06101, over 17157.86 utterances.], libri_tot_loss[loss=0.4256, simple_loss=0.4583, pruned_loss=0.2642, over 2462287.00 frames. utt_duration=1226 frames, utt_pad_proportion=0.06523, over 8040.91 utterances.], giga_tot_loss[loss=0.3111, simple_loss=0.3635, pruned_loss=0.1294, over 2472817.74 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06162, over 17721.10 utterances.], batch size: 161, lr: 1.83e-03
2022-08-20 08:03:13,564 INFO [train.py:927] (5/8) Epoch 1, batch 12600, giga_loss[loss=0.2885, simple_loss=0.3412, pruned_loss=0.1179, over 12425.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.04011, over 37.00 utterances.], tot_loss[loss=0.3205, simple_loss=0.3728, pruned_loss=0.1341, over 2473594.22 frames. utt_duration=550.9 frames, utt_pad_proportion=0.05802, over 18011.00 utterances.], libri_tot_loss[loss=0.4284, simple_loss=0.4608, pruned_loss=0.2648, over 2462415.84 frames. utt_duration=1227 frames, utt_pad_proportion=0.06445, over 8035.34 utterances.], giga_tot_loss[loss=0.3108, simple_loss=0.3641, pruned_loss=0.1288, over 2473887.66 frames. utt_duration=534 frames, utt_pad_proportion=0.05882, over 18581.95 utterances.], batch size: 37, lr: 1.82e-03
2022-08-20 08:04:52,035 INFO [train.py:927] (5/8) Epoch 1, batch 12650, libri_loss[loss=0.4613, simple_loss=0.4697, pruned_loss=0.2265, over 12439.00 frames. utt_duration=426.7 frames, utt_pad_proportion=0.3333, over 117.00 utterances.], tot_loss[loss=0.3296, simple_loss=0.3793, pruned_loss=0.1399, over 2474457.97 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06219, over 18184.89 utterances.], libri_tot_loss[loss=0.4361, simple_loss=0.4664, pruned_loss=0.2676, over 2462689.72 frames. utt_duration=1215 frames, utt_pad_proportion=0.06776, over 8116.38 utterances.], giga_tot_loss[loss=0.3125, simple_loss=0.3653, pruned_loss=0.1299, over 2474763.28 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06114, over 18840.29 utterances.], batch size: 117, lr: 1.82e-03
2022-08-20 08:06:31,201 INFO [train.py:927] (5/8) Epoch 1, batch 12700, giga_loss[loss=0.3093, simple_loss=0.3615, pruned_loss=0.1286, over 12365.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03157, over 58.00 utterances.], tot_loss[loss=0.3272, simple_loss=0.3775, pruned_loss=0.1385, over 2473657.08 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06001, over 17791.84 utterances.], libri_tot_loss[loss=0.4326, simple_loss=0.4634, pruned_loss=0.2634, over 2462361.66 frames. utt_duration=1220 frames, utt_pad_proportion=0.06605, over 8081.93 utterances.], giga_tot_loss[loss=0.3132, simple_loss=0.3661, pruned_loss=0.1302, over 2474544.27 frames. utt_duration=531.7 frames, utt_pad_proportion=0.05987, over 18667.02 utterances.], batch size: 58, lr: 1.82e-03
2022-08-20 08:08:11,235 INFO [train.py:927] (5/8) Epoch 1, batch 12750, giga_loss[loss=0.2908, simple_loss=0.3559, pruned_loss=0.1129, over 12436.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03251, over 75.00 utterances.], tot_loss[loss=0.327, simple_loss=0.3774, pruned_loss=0.1383, over 2473303.71 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06179, over 17634.44 utterances.], libri_tot_loss[loss=0.4295, simple_loss=0.4604, pruned_loss=0.2594, over 2462258.11 frames. utt_duration=1228 frames, utt_pad_proportion=0.06426, over 8033.36 utterances.], giga_tot_loss[loss=0.3147, simple_loss=0.3678, pruned_loss=0.1308, over 2474525.60 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06216, over 18720.64 utterances.], batch size: 75, lr: 1.81e-03
2022-08-20 08:09:49,609 INFO [train.py:927] (5/8) Epoch 1, batch 12800, giga_loss[loss=0.3376, simple_loss=0.3899, pruned_loss=0.1427, over 12414.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04988, over 161.00 utterances.], tot_loss[loss=0.3268, simple_loss=0.3776, pruned_loss=0.138, over 2473459.29 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06137, over 17389.25 utterances.], libri_tot_loss[loss=0.4277, simple_loss=0.4588, pruned_loss=0.2559, over 2462519.19 frames. utt_duration=1229 frames, utt_pad_proportion=0.06312, over 8024.16 utterances.], giga_tot_loss[loss=0.3148, simple_loss=0.3683, pruned_loss=0.1307, over 2474596.58 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06213, over 18618.63 utterances.], batch size: 161, lr: 1.81e-03
2022-08-20 08:11:28,465 INFO [train.py:927] (5/8) Epoch 1, batch 12850, libri_loss[loss=0.3457, simple_loss=0.388, pruned_loss=0.1517, over 12233.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005725, over 31.00 utterances.], tot_loss[loss=0.3248, simple_loss=0.376, pruned_loss=0.1368, over 2473626.82 frames. utt_duration=588 frames, utt_pad_proportion=0.06208, over 16868.78 utterances.], libri_tot_loss[loss=0.4259, simple_loss=0.4571, pruned_loss=0.253, over 2463140.71 frames. utt_duration=1231 frames, utt_pad_proportion=0.06176, over 8013.49 utterances.], giga_tot_loss[loss=0.3136, simple_loss=0.3675, pruned_loss=0.1298, over 2474335.43 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06321, over 18155.71 utterances.], batch size: 31, lr: 1.81e-03
2022-08-20 08:13:12,879 INFO [train.py:927] (5/8) Epoch 1, batch 12900, giga_loss[loss=0.2372, simple_loss=0.3022, pruned_loss=0.08613, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02663, over 48.00 utterances.], tot_loss[loss=0.3185, simple_loss=0.3709, pruned_loss=0.133, over 2473130.36 frames. utt_duration=601.5 frames, utt_pad_proportion=0.06255, over 16486.35 utterances.], libri_tot_loss[loss=0.4248, simple_loss=0.4561, pruned_loss=0.2513, over 2463221.42 frames. utt_duration=1235 frames, utt_pad_proportion=0.06083, over 7988.39 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.3636, pruned_loss=0.1269, over 2473810.06 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06382, over 17687.42 utterances.], batch size: 48, lr: 1.80e-03
2022-08-20 08:14:52,034 INFO [train.py:927] (5/8) Epoch 1, batch 12950, giga_loss[loss=0.2675, simple_loss=0.3324, pruned_loss=0.1013, over 12465.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02827, over 80.00 utterances.], tot_loss[loss=0.3129, simple_loss=0.3662, pruned_loss=0.1297, over 2472841.89 frames. utt_duration=613.8 frames, utt_pad_proportion=0.06034, over 16153.89 utterances.], libri_tot_loss[loss=0.4239, simple_loss=0.4551, pruned_loss=0.2501, over 2462909.71 frames. utt_duration=1240 frames, utt_pad_proportion=0.0603, over 7956.71 utterances.], giga_tot_loss[loss=0.3046, simple_loss=0.3602, pruned_loss=0.1244, over 2473775.95 frames. utt_duration=575.6 frames, utt_pad_proportion=0.0617, over 17235.07 utterances.], batch size: 80, lr: 1.80e-03
2022-08-20 08:16:29,933 INFO [train.py:927] (5/8) Epoch 1, batch 13000, giga_loss[loss=0.3098, simple_loss=0.3613, pruned_loss=0.1292, over 12251.00 frames. utt_duration=962.3 frames, utt_pad_proportion=0.04056, over 51.00 utterances.], tot_loss[loss=0.3155, simple_loss=0.3693, pruned_loss=0.1309, over 2472573.90 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05617, over 16537.94 utterances.], libri_tot_loss[loss=0.4221, simple_loss=0.4532, pruned_loss=0.2475, over 2463145.44 frames. utt_duration=1244 frames, utt_pad_proportion=0.059, over 7929.34 utterances.], giga_tot_loss[loss=0.307, simple_loss=0.3634, pruned_loss=0.1253, over 2473444.80 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05799, over 17694.77 utterances.], batch size: 51, lr: 1.80e-03
2022-08-20 08:18:09,708 INFO [train.py:927] (5/8) Epoch 1, batch 13050, giga_loss[loss=0.3125, simple_loss=0.3567, pruned_loss=0.1342, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03782, over 113.00 utterances.], tot_loss[loss=0.3181, simple_loss=0.3708, pruned_loss=0.1327, over 2473340.37 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05709, over 16928.16 utterances.], libri_tot_loss[loss=0.4232, simple_loss=0.4541, pruned_loss=0.2468, over 2463586.88 frames. utt_duration=1222 frames, utt_pad_proportion=0.0668, over 8074.28 utterances.], giga_tot_loss[loss=0.3079, simple_loss=0.3635, pruned_loss=0.1262, over 2473851.85 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05538, over 17923.03 utterances.], batch size: 113, lr: 1.79e-03
2022-08-20 08:19:48,675 INFO [train.py:927] (5/8) Epoch 1, batch 13100, giga_loss[loss=0.2658, simple_loss=0.3281, pruned_loss=0.1017, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02783, over 45.00 utterances.], tot_loss[loss=0.3188, simple_loss=0.3694, pruned_loss=0.1341, over 2473392.94 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05686, over 17417.70 utterances.], libri_tot_loss[loss=0.4217, simple_loss=0.4522, pruned_loss=0.2442, over 2463545.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.06505, over 8050.78 utterances.], giga_tot_loss[loss=0.3082, simple_loss=0.3622, pruned_loss=0.1271, over 2474199.99 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05604, over 18558.44 utterances.], batch size: 45, lr: 1.79e-03
2022-08-20 08:21:28,204 INFO [train.py:927] (5/8) Epoch 1, batch 13150, giga_loss[loss=0.3113, simple_loss=0.3636, pruned_loss=0.1295, over 12397.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.3175, simple_loss=0.3671, pruned_loss=0.134, over 2473015.32 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05755, over 17029.53 utterances.], libri_tot_loss[loss=0.4217, simple_loss=0.4514, pruned_loss=0.2432, over 2463787.34 frames. utt_duration=1208 frames, utt_pad_proportion=0.07198, over 8169.69 utterances.], giga_tot_loss[loss=0.3062, simple_loss=0.3597, pruned_loss=0.1263, over 2473689.13 frames. utt_duration=549 frames, utt_pad_proportion=0.05381, over 18074.07 utterances.], batch size: 146, lr: 1.79e-03
2022-08-20 08:23:05,831 INFO [train.py:927] (5/8) Epoch 1, batch 13200, giga_loss[loss=0.2841, simple_loss=0.3411, pruned_loss=0.1136, over 12353.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03226, over 62.00 utterances.], tot_loss[loss=0.3098, simple_loss=0.3606, pruned_loss=0.1295, over 2472774.91 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05395, over 16539.92 utterances.], libri_tot_loss[loss=0.4216, simple_loss=0.4513, pruned_loss=0.2429, over 2463656.41 frames. utt_duration=1209 frames, utt_pad_proportion=0.07171, over 8161.84 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.3545, pruned_loss=0.1233, over 2473450.66 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05116, over 17399.57 utterances.], batch size: 62, lr: 1.79e-03
2022-08-20 08:24:41,525 INFO [train.py:927] (5/8) Epoch 1, batch 13250, giga_loss[loss=0.3053, simple_loss=0.3579, pruned_loss=0.1263, over 12466.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.02999, over 55.00 utterances.], tot_loss[loss=0.3116, simple_loss=0.3616, pruned_loss=0.1308, over 2473320.28 frames. utt_duration=618.7 frames, utt_pad_proportion=0.05177, over 16029.01 utterances.], libri_tot_loss[loss=0.4242, simple_loss=0.453, pruned_loss=0.2428, over 2463523.10 frames. utt_duration=1216 frames, utt_pad_proportion=0.06971, over 8116.10 utterances.], giga_tot_loss[loss=0.2976, simple_loss=0.3517, pruned_loss=0.1218, over 2474359.11 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05016, over 17062.25 utterances.], batch size: 55, lr: 1.78e-03
2022-08-20 08:26:19,639 INFO [train.py:927] (5/8) Epoch 1, batch 13300, giga_loss[loss=0.3167, simple_loss=0.3671, pruned_loss=0.1332, over 12372.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.02774, over 58.00 utterances.], tot_loss[loss=0.315, simple_loss=0.3649, pruned_loss=0.1325, over 2472690.79 frames. utt_duration=624.6 frames, utt_pad_proportion=0.05033, over 15873.71 utterances.], libri_tot_loss[loss=0.4224, simple_loss=0.4516, pruned_loss=0.2399, over 2463837.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.06779, over 8065.43 utterances.], giga_tot_loss[loss=0.3014, simple_loss=0.3551, pruned_loss=0.1238, over 2473604.41 frames. utt_duration=582.4 frames, utt_pad_proportion=0.04967, over 17032.48 utterances.], batch size: 58, lr: 1.78e-03
2022-08-20 08:27:57,745 INFO [train.py:927] (5/8) Epoch 1, batch 13350, giga_loss[loss=0.3402, simple_loss=0.3837, pruned_loss=0.1484, over 12351.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02915, over 91.00 utterances.], tot_loss[loss=0.3163, simple_loss=0.3665, pruned_loss=0.133, over 2473462.56 frames. utt_duration=607.7 frames, utt_pad_proportion=0.05262, over 16320.87 utterances.], libri_tot_loss[loss=0.4213, simple_loss=0.4503, pruned_loss=0.2386, over 2464281.59 frames. utt_duration=1226 frames, utt_pad_proportion=0.06679, over 8047.35 utterances.], giga_tot_loss[loss=0.3046, simple_loss=0.3583, pruned_loss=0.1254, over 2473960.55 frames. utt_duration=570.2 frames, utt_pad_proportion=0.0523, over 17400.32 utterances.], batch size: 91, lr: 1.78e-03
2022-08-20 08:29:36,720 INFO [train.py:927] (5/8) Epoch 1, batch 13400, giga_loss[loss=0.3467, simple_loss=0.3879, pruned_loss=0.1528, over 12453.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 134.00 utterances.], tot_loss[loss=0.32, simple_loss=0.3695, pruned_loss=0.1352, over 2474409.67 frames. utt_duration=587.2 frames, utt_pad_proportion=0.05571, over 16898.90 utterances.], libri_tot_loss[loss=0.4185, simple_loss=0.4477, pruned_loss=0.2356, over 2464658.92 frames. utt_duration=1233 frames, utt_pad_proportion=0.06518, over 8003.40 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3626, pruned_loss=0.1285, over 2474739.92 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05576, over 18071.28 utterances.], batch size: 134, lr: 1.77e-03
2022-08-20 08:31:21,739 INFO [train.py:927] (5/8) Epoch 1, batch 13450, giga_loss[loss=0.3464, simple_loss=0.3902, pruned_loss=0.1513, over 12468.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04302, over 31.00 utterances.], tot_loss[loss=0.3279, simple_loss=0.375, pruned_loss=0.1404, over 2474615.84 frames. utt_duration=583.1 frames, utt_pad_proportion=0.05814, over 17020.31 utterances.], libri_tot_loss[loss=0.4176, simple_loss=0.4461, pruned_loss=0.2345, over 2464778.63 frames. utt_duration=1235 frames, utt_pad_proportion=0.0645, over 7995.38 utterances.], giga_tot_loss[loss=0.3183, simple_loss=0.3691, pruned_loss=0.1338, over 2474993.33 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05818, over 18154.89 utterances.], batch size: 31, lr: 1.77e-03
2022-08-20 08:33:03,699 INFO [train.py:927] (5/8) Epoch 1, batch 13500, libri_loss[loss=0.7428, simple_loss=0.4864, pruned_loss=0.4996, over 12264.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01104, over 28.00 utterances.], tot_loss[loss=0.3445, simple_loss=0.3857, pruned_loss=0.1517, over 2474668.92 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06362, over 18675.23 utterances.], libri_tot_loss[loss=0.4192, simple_loss=0.4463, pruned_loss=0.2358, over 2464718.73 frames. utt_duration=1236 frames, utt_pad_proportion=0.06431, over 7983.41 utterances.], giga_tot_loss[loss=0.335, simple_loss=0.3806, pruned_loss=0.1447, over 2475074.09 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06347, over 19628.43 utterances.], batch size: 28, lr: 1.77e-03
2022-08-20 08:34:45,912 INFO [train.py:927] (5/8) Epoch 1, batch 13550, giga_loss[loss=0.4352, simple_loss=0.4532, pruned_loss=0.2086, over 12333.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 97.00 utterances.], tot_loss[loss=0.3609, simple_loss=0.3971, pruned_loss=0.1623, over 2475259.97 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06186, over 19392.16 utterances.], libri_tot_loss[loss=0.42, simple_loss=0.4463, pruned_loss=0.236, over 2464691.66 frames. utt_duration=1239 frames, utt_pad_proportion=0.06356, over 7967.72 utterances.], giga_tot_loss[loss=0.3518, simple_loss=0.3924, pruned_loss=0.1557, over 2475747.78 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06209, over 20301.95 utterances.], batch size: 97, lr: 1.77e-03
2022-08-20 08:36:33,027 INFO [train.py:927] (5/8) Epoch 1, batch 13600, giga_loss[loss=0.4555, simple_loss=0.4638, pruned_loss=0.2236, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03271, over 123.00 utterances.], tot_loss[loss=0.3696, simple_loss=0.4033, pruned_loss=0.1679, over 2475842.24 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06212, over 20206.89 utterances.], libri_tot_loss[loss=0.4197, simple_loss=0.4462, pruned_loss=0.2351, over 2464837.40 frames. utt_duration=1237 frames, utt_pad_proportion=0.06313, over 7977.08 utterances.], giga_tot_loss[loss=0.362, simple_loss=0.399, pruned_loss=0.1625, over 2476231.75 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06241, over 21060.33 utterances.], batch size: 123, lr: 1.76e-03
2022-08-20 08:38:19,960 INFO [train.py:927] (5/8) Epoch 1, batch 13650, giga_loss[loss=0.3487, simple_loss=0.4105, pruned_loss=0.1434, over 12416.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04279, over 26.00 utterances.], tot_loss[loss=0.3792, simple_loss=0.4109, pruned_loss=0.1738, over 2475389.66 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06196, over 20095.49 utterances.], libri_tot_loss[loss=0.4201, simple_loss=0.4476, pruned_loss=0.2334, over 2464741.25 frames. utt_duration=1237 frames, utt_pad_proportion=0.06216, over 7978.99 utterances.], giga_tot_loss[loss=0.3711, simple_loss=0.4049, pruned_loss=0.1687, over 2476201.14 frames. utt_duration=467.9 frames, utt_pad_proportion=0.06249, over 21236.45 utterances.], batch size: 26, lr: 1.76e-03
2022-08-20 08:40:09,967 INFO [train.py:927] (5/8) Epoch 1, batch 13700, giga_loss[loss=0.3625, simple_loss=0.3985, pruned_loss=0.1632, over 12369.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02718, over 66.00 utterances.], tot_loss[loss=0.3866, simple_loss=0.4156, pruned_loss=0.1788, over 2475579.46 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06956, over 20775.75 utterances.], libri_tot_loss[loss=0.4196, simple_loss=0.4472, pruned_loss=0.2318, over 2464744.13 frames. utt_duration=1241 frames, utt_pad_proportion=0.06051, over 7951.31 utterances.], giga_tot_loss[loss=0.3794, simple_loss=0.4102, pruned_loss=0.1743, over 2476577.50 frames. utt_duration=449 frames, utt_pad_proportion=0.07027, over 22133.90 utterances.], batch size: 66, lr: 1.76e-03
2022-08-20 08:41:55,162 INFO [train.py:927] (5/8) Epoch 1, batch 13750, giga_loss[loss=0.4043, simple_loss=0.4312, pruned_loss=0.1887, over 12442.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04731, over 147.00 utterances.], tot_loss[loss=0.3896, simple_loss=0.4164, pruned_loss=0.1814, over 2476305.04 frames. utt_duration=457 frames, utt_pad_proportion=0.07276, over 21742.38 utterances.], libri_tot_loss[loss=0.4192, simple_loss=0.4464, pruned_loss=0.2311, over 2465122.17 frames. utt_duration=1242 frames, utt_pad_proportion=0.05966, over 7951.25 utterances.], giga_tot_loss[loss=0.3837, simple_loss=0.4123, pruned_loss=0.1776, over 2476946.81 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07351, over 23076.27 utterances.], batch size: 147, lr: 1.75e-03
2022-08-20 08:43:38,819 INFO [train.py:927] (5/8) Epoch 1, batch 13800, libri_loss[loss=0.3632, simple_loss=0.3849, pruned_loss=0.1708, over 12248.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005213, over 34.00 utterances.], tot_loss[loss=0.3882, simple_loss=0.4158, pruned_loss=0.1803, over 2475499.13 frames. utt_duration=463 frames, utt_pad_proportion=0.07269, over 21452.07 utterances.], libri_tot_loss[loss=0.4181, simple_loss=0.4448, pruned_loss=0.2296, over 2464481.08 frames. utt_duration=1249 frames, utt_pad_proportion=0.05827, over 7902.85 utterances.], giga_tot_loss[loss=0.3835, simple_loss=0.413, pruned_loss=0.177, over 2476965.58 frames. utt_duration=431.9 frames, utt_pad_proportion=0.0739, over 23020.29 utterances.], batch size: 34, lr: 1.75e-03
2022-08-20 08:45:24,004 INFO [train.py:927] (5/8) Epoch 1, batch 13850, giga_loss[loss=0.3292, simple_loss=0.39, pruned_loss=0.1342, over 12423.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03284, over 80.00 utterances.], tot_loss[loss=0.383, simple_loss=0.4125, pruned_loss=0.1768, over 2474349.53 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08061, over 22137.36 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4434, pruned_loss=0.2281, over 2464273.02 frames. utt_duration=1252 frames, utt_pad_proportion=0.05752, over 7885.57 utterances.], giga_tot_loss[loss=0.3798, simple_loss=0.4108, pruned_loss=0.1744, over 2475948.34 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08142, over 23714.01 utterances.], batch size: 80, lr: 1.75e-03
2022-08-20 08:47:11,074 INFO [train.py:927] (5/8) Epoch 1, batch 13900, giga_loss[loss=0.3407, simple_loss=0.3895, pruned_loss=0.146, over 12442.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03576, over 123.00 utterances.], tot_loss[loss=0.3767, simple_loss=0.4099, pruned_loss=0.1717, over 2473749.19 frames. utt_duration=477.8 frames, utt_pad_proportion=0.0755, over 20774.12 utterances.], libri_tot_loss[loss=0.4158, simple_loss=0.4425, pruned_loss=0.2263, over 2464605.46 frames. utt_duration=1257 frames, utt_pad_proportion=0.05596, over 7852.06 utterances.], giga_tot_loss[loss=0.3735, simple_loss=0.4082, pruned_loss=0.1694, over 2475064.80 frames. utt_duration=440 frames, utt_pad_proportion=0.07726, over 22575.83 utterances.], batch size: 123, lr: 1.75e-03
2022-08-20 08:48:57,769 INFO [train.py:927] (5/8) Epoch 1, batch 13950, giga_loss[loss=0.3197, simple_loss=0.371, pruned_loss=0.1342, over 12420.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03391, over 75.00 utterances.], tot_loss[loss=0.37, simple_loss=0.4054, pruned_loss=0.1673, over 2473882.64 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07634, over 20440.37 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4409, pruned_loss=0.2242, over 2464544.42 frames. utt_duration=1262 frames, utt_pad_proportion=0.05468, over 7823.85 utterances.], giga_tot_loss[loss=0.3682, simple_loss=0.4046, pruned_loss=0.1659, over 2475239.71 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07834, over 22258.62 utterances.], batch size: 75, lr: 1.74e-03
2022-08-20 08:50:40,797 INFO [train.py:927] (5/8) Epoch 1, batch 14000, giga_loss[loss=0.3766, simple_loss=0.4106, pruned_loss=0.1714, over 12340.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03325, over 97.00 utterances.], tot_loss[loss=0.3709, simple_loss=0.4053, pruned_loss=0.1683, over 2474445.91 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07335, over 20576.16 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4408, pruned_loss=0.224, over 2464834.01 frames. utt_duration=1245 frames, utt_pad_proportion=0.05846, over 7925.83 utterances.], giga_tot_loss[loss=0.3676, simple_loss=0.4037, pruned_loss=0.1657, over 2475510.79 frames. utt_duration=446 frames, utt_pad_proportion=0.07409, over 22275.74 utterances.], batch size: 97, lr: 1.74e-03
2022-08-20 08:52:43,182 INFO [train.py:927] (5/8) Epoch 1, batch 14050, giga_loss[loss=0.2879, simple_loss=0.3525, pruned_loss=0.1117, over 12152.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03383, over 36.00 utterances.], tot_loss[loss=0.3666, simple_loss=0.4035, pruned_loss=0.1648, over 2474332.79 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07566, over 20620.87 utterances.], libri_tot_loss[loss=0.4158, simple_loss=0.4419, pruned_loss=0.2244, over 2465082.16 frames. utt_duration=1246 frames, utt_pad_proportion=0.0581, over 7922.62 utterances.], giga_tot_loss[loss=0.3623, simple_loss=0.4009, pruned_loss=0.1619, over 2475029.40 frames. utt_duration=450 frames, utt_pad_proportion=0.07626, over 22071.74 utterances.], batch size: 36, lr: 1.74e-03
2022-08-20 08:54:28,726 INFO [train.py:927] (5/8) Epoch 1, batch 14100, giga_loss[loss=0.398, simple_loss=0.436, pruned_loss=0.18, over 12364.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04032, over 145.00 utterances.], tot_loss[loss=0.3693, simple_loss=0.4067, pruned_loss=0.166, over 2474375.37 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07948, over 21232.13 utterances.], libri_tot_loss[loss=0.4185, simple_loss=0.4434, pruned_loss=0.2256, over 2465285.15 frames. utt_duration=1236 frames, utt_pad_proportion=0.06172, over 7990.85 utterances.], giga_tot_loss[loss=0.3625, simple_loss=0.4025, pruned_loss=0.1612, over 2474961.13 frames. utt_duration=439 frames, utt_pad_proportion=0.07879, over 22624.09 utterances.], batch size: 145, lr: 1.73e-03
2022-08-20 08:56:13,089 INFO [train.py:927] (5/8) Epoch 1, batch 14150, giga_loss[loss=0.3184, simple_loss=0.3745, pruned_loss=0.1311, over 12424.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0391, over 105.00 utterances.], tot_loss[loss=0.3709, simple_loss=0.4073, pruned_loss=0.1673, over 2474527.89 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07688, over 21707.62 utterances.], libri_tot_loss[loss=0.4176, simple_loss=0.4426, pruned_loss=0.2246, over 2465436.37 frames. utt_duration=1223 frames, utt_pad_proportion=0.06564, over 8070.85 utterances.], giga_tot_loss[loss=0.3654, simple_loss=0.404, pruned_loss=0.1634, over 2475011.88 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07552, over 22971.01 utterances.], batch size: 105, lr: 1.73e-03
2022-08-20 08:57:57,164 INFO [train.py:927] (5/8) Epoch 1, batch 14200, giga_loss[loss=0.3454, simple_loss=0.3811, pruned_loss=0.1548, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03036, over 42.00 utterances.], tot_loss[loss=0.3658, simple_loss=0.4026, pruned_loss=0.1645, over 2473464.16 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07538, over 21166.53 utterances.], libri_tot_loss[loss=0.4156, simple_loss=0.4408, pruned_loss=0.2227, over 2464850.45 frames. utt_duration=1232 frames, utt_pad_proportion=0.06431, over 8014.45 utterances.], giga_tot_loss[loss=0.3618, simple_loss=0.4006, pruned_loss=0.1615, over 2474614.13 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07486, over 22600.19 utterances.], batch size: 42, lr: 1.73e-03
2022-08-20 08:59:41,452 INFO [train.py:927] (5/8) Epoch 1, batch 14250, giga_loss[loss=0.3796, simple_loss=0.4003, pruned_loss=0.1794, over 12411.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05039, over 161.00 utterances.], tot_loss[loss=0.3616, simple_loss=0.3996, pruned_loss=0.1618, over 2472886.48 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06981, over 19978.09 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.4392, pruned_loss=0.2211, over 2464749.26 frames. utt_duration=1234 frames, utt_pad_proportion=0.06346, over 8001.68 utterances.], giga_tot_loss[loss=0.3581, simple_loss=0.3981, pruned_loss=0.159, over 2474165.14 frames. utt_duration=461 frames, utt_pad_proportion=0.07008, over 21534.91 utterances.], batch size: 161, lr: 1.73e-03
2022-08-20 09:01:26,913 INFO [train.py:927] (5/8) Epoch 1, batch 14300, giga_loss[loss=0.3936, simple_loss=0.4345, pruned_loss=0.1763, over 12359.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02898, over 70.00 utterances.], tot_loss[loss=0.3581, simple_loss=0.3977, pruned_loss=0.1593, over 2473274.76 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06571, over 19459.89 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4385, pruned_loss=0.2206, over 2464891.63 frames. utt_duration=1237 frames, utt_pad_proportion=0.06251, over 7978.77 utterances.], giga_tot_loss[loss=0.3546, simple_loss=0.3964, pruned_loss=0.1564, over 2474307.45 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06653, over 20918.95 utterances.], batch size: 70, lr: 1.72e-03
2022-08-20 09:03:13,620 INFO [train.py:927] (5/8) Epoch 1, batch 14350, giga_loss[loss=0.3865, simple_loss=0.4173, pruned_loss=0.1779, over 12394.00 frames. utt_duration=275.4 frames, utt_pad_proportion=0.05369, over 181.00 utterances.], tot_loss[loss=0.3558, simple_loss=0.3963, pruned_loss=0.1577, over 2473882.68 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06399, over 19723.44 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4391, pruned_loss=0.2201, over 2464561.37 frames. utt_duration=1239 frames, utt_pad_proportion=0.06205, over 7964.02 utterances.], giga_tot_loss[loss=0.3525, simple_loss=0.3945, pruned_loss=0.1553, over 2475044.29 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06489, over 20977.52 utterances.], batch size: 181, lr: 1.72e-03
2022-08-20 09:05:00,109 INFO [train.py:927] (5/8) Epoch 1, batch 14400, giga_loss[loss=0.3495, simple_loss=0.3889, pruned_loss=0.1551, over 12422.00 frames. utt_duration=579 frames, utt_pad_proportion=0.03659, over 86.00 utterances.], tot_loss[loss=0.3603, simple_loss=0.3995, pruned_loss=0.1605, over 2473716.23 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06687, over 20430.13 utterances.], libri_tot_loss[loss=0.4183, simple_loss=0.4431, pruned_loss=0.222, over 2464556.51 frames. utt_duration=1242 frames, utt_pad_proportion=0.06108, over 7948.90 utterances.], giga_tot_loss[loss=0.3526, simple_loss=0.3937, pruned_loss=0.1558, over 2474791.77 frames. utt_duration=458.4 frames, utt_pad_proportion=0.06778, over 21664.46 utterances.], batch size: 86, lr: 1.72e-03
2022-08-20 09:06:47,801 INFO [train.py:927] (5/8) Epoch 1, batch 14450, giga_loss[loss=0.4871, simple_loss=0.4668, pruned_loss=0.2537, over 12387.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.3594, simple_loss=0.3976, pruned_loss=0.1606, over 2474357.38 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06845, over 20526.59 utterances.], libri_tot_loss[loss=0.4185, simple_loss=0.4429, pruned_loss=0.2219, over 2464712.49 frames. utt_duration=1245 frames, utt_pad_proportion=0.06041, over 7927.77 utterances.], giga_tot_loss[loss=0.3524, simple_loss=0.3925, pruned_loss=0.1562, over 2475206.80 frames. utt_duration=457.9 frames, utt_pad_proportion=0.06935, over 21688.81 utterances.], batch size: 259, lr: 1.72e-03
2022-08-20 09:08:33,118 INFO [train.py:927] (5/8) Epoch 1, batch 14500, giga_loss[loss=0.316, simple_loss=0.3694, pruned_loss=0.1313, over 12184.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0347, over 39.00 utterances.], tot_loss[loss=0.3557, simple_loss=0.3951, pruned_loss=0.1582, over 2473632.75 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06851, over 19703.65 utterances.], libri_tot_loss[loss=0.417, simple_loss=0.4415, pruned_loss=0.2203, over 2464624.81 frames. utt_duration=1249 frames, utt_pad_proportion=0.0596, over 7899.41 utterances.], giga_tot_loss[loss=0.3499, simple_loss=0.3911, pruned_loss=0.1544, over 2474638.45 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06956, over 20985.53 utterances.], batch size: 39, lr: 1.71e-03
2022-08-20 09:10:17,493 INFO [train.py:927] (5/8) Epoch 1, batch 14550, libri_loss[loss=0.3058, simple_loss=0.3523, pruned_loss=0.1297, over 12224.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006557, over 31.00 utterances.], tot_loss[loss=0.3524, simple_loss=0.393, pruned_loss=0.1559, over 2472437.71 frames. utt_duration=502 frames, utt_pad_proportion=0.0717, over 19756.59 utterances.], libri_tot_loss[loss=0.4148, simple_loss=0.4395, pruned_loss=0.2186, over 2464242.33 frames. utt_duration=1257 frames, utt_pad_proportion=0.05862, over 7852.43 utterances.], giga_tot_loss[loss=0.3483, simple_loss=0.3905, pruned_loss=0.153, over 2473797.89 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07275, over 21089.34 utterances.], batch size: 31, lr: 1.71e-03
2022-08-20 09:11:59,655 INFO [train.py:927] (5/8) Epoch 1, batch 14600, giga_loss[loss=0.3673, simple_loss=0.4074, pruned_loss=0.1636, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02736, over 66.00 utterances.], tot_loss[loss=0.3527, simple_loss=0.3928, pruned_loss=0.1563, over 2473080.40 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07293, over 19458.82 utterances.], libri_tot_loss[loss=0.4116, simple_loss=0.4364, pruned_loss=0.2154, over 2464564.31 frames. utt_duration=1251 frames, utt_pad_proportion=0.06065, over 7889.31 utterances.], giga_tot_loss[loss=0.3487, simple_loss=0.3909, pruned_loss=0.1532, over 2474455.16 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07336, over 21249.95 utterances.], batch size: 66, lr: 1.71e-03
2022-08-20 09:13:47,508 INFO [train.py:927] (5/8) Epoch 1, batch 14650, giga_loss[loss=0.3091, simple_loss=0.3635, pruned_loss=0.1274, over 12338.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02782, over 48.00 utterances.], tot_loss[loss=0.3566, simple_loss=0.3948, pruned_loss=0.1592, over 2473436.59 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07629, over 19857.52 utterances.], libri_tot_loss[loss=0.4102, simple_loss=0.4352, pruned_loss=0.214, over 2464640.75 frames. utt_duration=1255 frames, utt_pad_proportion=0.05928, over 7863.92 utterances.], giga_tot_loss[loss=0.3531, simple_loss=0.3933, pruned_loss=0.1565, over 2474699.02 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07696, over 21639.48 utterances.], batch size: 48, lr: 1.70e-03
2022-08-20 09:15:30,622 INFO [train.py:927] (5/8) Epoch 1, batch 14700, giga_loss[loss=0.3542, simple_loss=0.3945, pruned_loss=0.1569, over 12445.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04083, over 114.00 utterances.], tot_loss[loss=0.3601, simple_loss=0.3969, pruned_loss=0.1616, over 2473825.68 frames. utt_duration=509.7 frames, utt_pad_proportion=0.0738, over 19468.50 utterances.], libri_tot_loss[loss=0.4102, simple_loss=0.4353, pruned_loss=0.213, over 2465149.31 frames. utt_duration=1253 frames, utt_pad_proportion=0.05859, over 7881.32 utterances.], giga_tot_loss[loss=0.3554, simple_loss=0.3942, pruned_loss=0.1583, over 2474692.55 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07501, over 21327.17 utterances.], batch size: 114, lr: 1.70e-03
2022-08-20 09:17:15,794 INFO [train.py:927] (5/8) Epoch 1, batch 14750, giga_loss[loss=0.3701, simple_loss=0.408, pruned_loss=0.1661, over 12353.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0395, over 113.00 utterances.], tot_loss[loss=0.358, simple_loss=0.3953, pruned_loss=0.1603, over 2473655.83 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07436, over 19615.29 utterances.], libri_tot_loss[loss=0.4097, simple_loss=0.4349, pruned_loss=0.2124, over 2465129.50 frames. utt_duration=1256 frames, utt_pad_proportion=0.05773, over 7857.84 utterances.], giga_tot_loss[loss=0.3538, simple_loss=0.3928, pruned_loss=0.1574, over 2474525.74 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07568, over 21328.76 utterances.], batch size: 113, lr: 1.70e-03
2022-08-20 09:19:01,591 INFO [train.py:927] (5/8) Epoch 1, batch 14800, giga_loss[loss=0.3061, simple_loss=0.3692, pruned_loss=0.1215, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03013, over 55.00 utterances.], tot_loss[loss=0.3593, simple_loss=0.3943, pruned_loss=0.1621, over 2473683.58 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07746, over 20447.66 utterances.], libri_tot_loss[loss=0.4119, simple_loss=0.4338, pruned_loss=0.2147, over 2464973.89 frames. utt_duration=1260 frames, utt_pad_proportion=0.0569, over 7831.87 utterances.], giga_tot_loss[loss=0.3532, simple_loss=0.3926, pruned_loss=0.1569, over 2474647.43 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07861, over 22029.67 utterances.], batch size: 55, lr: 1.70e-03
2022-08-20 09:20:49,159 INFO [train.py:927] (5/8) Epoch 1, batch 14850, giga_loss[loss=0.3091, simple_loss=0.3572, pruned_loss=0.1305, over 12457.00 frames. utt_duration=860.3 frames, utt_pad_proportion=0.02461, over 58.00 utterances.], tot_loss[loss=0.3626, simple_loss=0.3948, pruned_loss=0.1652, over 2474090.28 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07522, over 20014.21 utterances.], libri_tot_loss[loss=0.4199, simple_loss=0.4368, pruned_loss=0.2208, over 2465139.09 frames. utt_duration=1248 frames, utt_pad_proportion=0.06128, over 7912.72 utterances.], giga_tot_loss[loss=0.3497, simple_loss=0.39, pruned_loss=0.1548, over 2474927.19 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07515, over 21488.08 utterances.], batch size: 58, lr: 1.69e-03
2022-08-20 09:22:31,529 INFO [train.py:927] (5/8) Epoch 1, batch 14900, giga_loss[loss=0.2927, simple_loss=0.3465, pruned_loss=0.1194, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03509, over 40.00 utterances.], tot_loss[loss=0.3618, simple_loss=0.3945, pruned_loss=0.1646, over 2474224.69 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07729, over 20706.55 utterances.], libri_tot_loss[loss=0.4191, simple_loss=0.4363, pruned_loss=0.2194, over 2465298.29 frames. utt_duration=1229 frames, utt_pad_proportion=0.06821, over 8036.38 utterances.], giga_tot_loss[loss=0.3501, simple_loss=0.3895, pruned_loss=0.1553, over 2475094.80 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07505, over 22248.63 utterances.], batch size: 40, lr: 1.69e-03
2022-08-20 09:24:21,332 INFO [train.py:927] (5/8) Epoch 1, batch 14950, giga_loss[loss=0.316, simple_loss=0.3826, pruned_loss=0.1246, over 12190.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03809, over 33.00 utterances.], tot_loss[loss=0.3607, simple_loss=0.3967, pruned_loss=0.1624, over 2474498.53 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07889, over 20705.98 utterances.], libri_tot_loss[loss=0.4189, simple_loss=0.4364, pruned_loss=0.219, over 2465288.39 frames. utt_duration=1229 frames, utt_pad_proportion=0.06768, over 8033.03 utterances.], giga_tot_loss[loss=0.3511, simple_loss=0.3922, pruned_loss=0.155, over 2475276.68 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07723, over 22040.13 utterances.], batch size: 33, lr: 1.69e-03
2022-08-20 09:26:04,752 INFO [train.py:927] (5/8) Epoch 1, batch 15000, giga_loss[loss=0.3776, simple_loss=0.4168, pruned_loss=0.1692, over 12365.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04272, over 133.00 utterances.], tot_loss[loss=0.3622, simple_loss=0.3995, pruned_loss=0.1625, over 2474413.74 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07791, over 21291.38 utterances.], libri_tot_loss[loss=0.4187, simple_loss=0.4371, pruned_loss=0.2181, over 2465250.48 frames. utt_duration=1232 frames, utt_pad_proportion=0.06693, over 8012.61 utterances.], giga_tot_loss[loss=0.3541, simple_loss=0.3949, pruned_loss=0.1566, over 2475185.11 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07697, over 22547.81 utterances.], batch size: 133, lr: 1.69e-03
2022-08-20 09:26:04,752 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 09:26:18,818 INFO [train.py:967] (5/8) 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 09:28:01,343 INFO [train.py:927] (5/8) Epoch 1, batch 15050, giga_loss[loss=0.3781, simple_loss=0.4084, pruned_loss=0.1739, over 12437.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03786, over 105.00 utterances.], tot_loss[loss=0.3652, simple_loss=0.404, pruned_loss=0.1632, over 2473816.72 frames. utt_duration=473.7 frames, utt_pad_proportion=0.0738, over 20955.96 utterances.], libri_tot_loss[loss=0.4203, simple_loss=0.4405, pruned_loss=0.2176, over 2464997.93 frames. utt_duration=1231 frames, utt_pad_proportion=0.06665, over 8019.89 utterances.], giga_tot_loss[loss=0.3562, simple_loss=0.3967, pruned_loss=0.1578, over 2474858.58 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07345, over 22249.48 utterances.], batch size: 105, lr: 1.68e-03
2022-08-20 09:29:45,317 INFO [train.py:927] (5/8) Epoch 1, batch 15100, libri_loss[loss=0.3419, simple_loss=0.3664, pruned_loss=0.1587, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006167, over 34.00 utterances.], tot_loss[loss=0.3634, simple_loss=0.4018, pruned_loss=0.1625, over 2474395.48 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07596, over 20980.92 utterances.], libri_tot_loss[loss=0.4184, simple_loss=0.4389, pruned_loss=0.2158, over 2465360.26 frames. utt_duration=1220 frames, utt_pad_proportion=0.06934, over 8093.47 utterances.], giga_tot_loss[loss=0.3558, simple_loss=0.396, pruned_loss=0.1578, over 2475230.45 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07484, over 22453.19 utterances.], batch size: 34, lr: 1.68e-03
2022-08-20 09:31:28,133 INFO [train.py:927] (5/8) Epoch 1, batch 15150, giga_loss[loss=0.3347, simple_loss=0.3714, pruned_loss=0.149, over 12427.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05474, over 162.00 utterances.], tot_loss[loss=0.3607, simple_loss=0.3988, pruned_loss=0.1613, over 2473813.74 frames. utt_duration=473 frames, utt_pad_proportion=0.07668, over 20987.48 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4374, pruned_loss=0.2146, over 2465254.10 frames. utt_duration=1214 frames, utt_pad_proportion=0.07235, over 8132.90 utterances.], giga_tot_loss[loss=0.3548, simple_loss=0.3946, pruned_loss=0.1575, over 2474770.59 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07491, over 22425.64 utterances.], batch size: 162, lr: 1.68e-03
2022-08-20 09:33:13,352 INFO [train.py:927] (5/8) Epoch 1, batch 15200, giga_loss[loss=0.3423, simple_loss=0.38, pruned_loss=0.1523, over 12422.00 frames. utt_duration=547.4 frames, utt_pad_proportion=0.02425, over 91.00 utterances.], tot_loss[loss=0.3613, simple_loss=0.3987, pruned_loss=0.162, over 2474366.41 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07214, over 21098.95 utterances.], libri_tot_loss[loss=0.416, simple_loss=0.4366, pruned_loss=0.2138, over 2465253.12 frames. utt_duration=1215 frames, utt_pad_proportion=0.07193, over 8127.55 utterances.], giga_tot_loss[loss=0.3563, simple_loss=0.3954, pruned_loss=0.1586, over 2475282.58 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07111, over 22470.63 utterances.], batch size: 91, lr: 1.68e-03
2022-08-20 09:34:55,197 INFO [train.py:927] (5/8) Epoch 1, batch 15250, giga_loss[loss=0.3722, simple_loss=0.4056, pruned_loss=0.1694, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02666, over 48.00 utterances.], tot_loss[loss=0.3608, simple_loss=0.398, pruned_loss=0.1618, over 2474550.45 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07056, over 20671.68 utterances.], libri_tot_loss[loss=0.4184, simple_loss=0.4387, pruned_loss=0.2148, over 2465341.89 frames. utt_duration=1218 frames, utt_pad_proportion=0.07084, over 8109.49 utterances.], giga_tot_loss[loss=0.3533, simple_loss=0.3924, pruned_loss=0.157, over 2475405.57 frames. utt_duration=450 frames, utt_pad_proportion=0.07018, over 22074.96 utterances.], batch size: 48, lr: 1.67e-03
2022-08-20 09:36:38,211 INFO [train.py:927] (5/8) Epoch 1, batch 15300, giga_loss[loss=0.4642, simple_loss=0.4653, pruned_loss=0.2316, over 12414.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06225, over 183.00 utterances.], tot_loss[loss=0.3606, simple_loss=0.398, pruned_loss=0.1616, over 2474293.22 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07656, over 21332.54 utterances.], libri_tot_loss[loss=0.4176, simple_loss=0.4381, pruned_loss=0.2138, over 2465253.60 frames. utt_duration=1214 frames, utt_pad_proportion=0.07091, over 8133.72 utterances.], giga_tot_loss[loss=0.3537, simple_loss=0.393, pruned_loss=0.1572, over 2475281.10 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07584, over 22747.49 utterances.], batch size: 183, lr: 1.67e-03
2022-08-20 09:38:21,973 INFO [train.py:927] (5/8) Epoch 1, batch 15350, giga_loss[loss=0.3734, simple_loss=0.4127, pruned_loss=0.1671, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04063, over 37.00 utterances.], tot_loss[loss=0.3625, simple_loss=0.3994, pruned_loss=0.1628, over 2473804.80 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07894, over 21498.65 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.4382, pruned_loss=0.213, over 2465292.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.06994, over 8116.13 utterances.], giga_tot_loss[loss=0.3565, simple_loss=0.3947, pruned_loss=0.1592, over 2474705.30 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07861, over 22881.72 utterances.], batch size: 37, lr: 1.67e-03
2022-08-20 09:40:05,756 INFO [train.py:927] (5/8) Epoch 1, batch 15400, giga_loss[loss=0.3037, simple_loss=0.3685, pruned_loss=0.1194, over 12460.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03281, over 86.00 utterances.], tot_loss[loss=0.358, simple_loss=0.3992, pruned_loss=0.1584, over 2473760.91 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07232, over 20734.28 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.4382, pruned_loss=0.213, over 2465292.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.06994, over 8116.13 utterances.], giga_tot_loss[loss=0.3533, simple_loss=0.3956, pruned_loss=0.1555, over 2474461.78 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07238, over 21810.74 utterances.], batch size: 86, lr: 1.67e-03
2022-08-20 09:41:48,232 INFO [train.py:927] (5/8) Epoch 1, batch 15450, giga_loss[loss=0.3515, simple_loss=0.398, pruned_loss=0.1525, over 12406.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02278, over 66.00 utterances.], tot_loss[loss=0.3629, simple_loss=0.4026, pruned_loss=0.1616, over 2473478.75 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07636, over 20855.72 utterances.], libri_tot_loss[loss=0.4169, simple_loss=0.4378, pruned_loss=0.2126, over 2465384.50 frames. utt_duration=1196 frames, utt_pad_proportion=0.07706, over 8253.92 utterances.], giga_tot_loss[loss=0.3581, simple_loss=0.3992, pruned_loss=0.1585, over 2474132.52 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07397, over 21876.20 utterances.], batch size: 66, lr: 1.66e-03
2022-08-20 09:43:31,423 INFO [train.py:927] (5/8) Epoch 1, batch 15500, giga_loss[loss=0.4609, simple_loss=0.449, pruned_loss=0.2364, over 12354.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1096, over 259.00 utterances.], tot_loss[loss=0.3644, simple_loss=0.4033, pruned_loss=0.1628, over 2473397.42 frames. utt_duration=472 frames, utt_pad_proportion=0.0752, over 21025.52 utterances.], libri_tot_loss[loss=0.4164, simple_loss=0.4374, pruned_loss=0.2121, over 2465488.18 frames. utt_duration=1197 frames, utt_pad_proportion=0.07627, over 8246.18 utterances.], giga_tot_loss[loss=0.3604, simple_loss=0.4005, pruned_loss=0.1602, over 2473926.17 frames. utt_duration=451.4 frames, utt_pad_proportion=0.0736, over 21996.08 utterances.], batch size: 259, lr: 1.66e-03
2022-08-20 09:45:14,632 INFO [train.py:927] (5/8) Epoch 1, batch 15550, giga_loss[loss=0.3985, simple_loss=0.4069, pruned_loss=0.195, over 12347.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2019, over 368.00 utterances.], tot_loss[loss=0.3671, simple_loss=0.4059, pruned_loss=0.1642, over 2474305.18 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08319, over 22285.64 utterances.], libri_tot_loss[loss=0.4185, simple_loss=0.4398, pruned_loss=0.2127, over 2465675.09 frames. utt_duration=1197 frames, utt_pad_proportion=0.07578, over 8246.45 utterances.], giga_tot_loss[loss=0.3611, simple_loss=0.4009, pruned_loss=0.1607, over 2474714.30 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08184, over 23291.10 utterances.], batch size: 368, lr: 1.66e-03
2022-08-20 09:46:57,490 INFO [train.py:927] (5/8) Epoch 1, batch 15600, giga_loss[loss=0.3203, simple_loss=0.3812, pruned_loss=0.1297, over 12412.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02466, over 48.00 utterances.], tot_loss[loss=0.3728, simple_loss=0.4102, pruned_loss=0.1677, over 2474686.51 frames. utt_duration=471 frames, utt_pad_proportion=0.07887, over 21083.82 utterances.], libri_tot_loss[loss=0.4264, simple_loss=0.4447, pruned_loss=0.2176, over 2466069.38 frames. utt_duration=1199 frames, utt_pad_proportion=0.07412, over 8234.45 utterances.], giga_tot_loss[loss=0.3596, simple_loss=0.4011, pruned_loss=0.159, over 2474964.95 frames. utt_duration=444 frames, utt_pad_proportion=0.07851, over 22373.01 utterances.], batch size: 48, lr: 1.66e-03
2022-08-20 09:48:39,473 INFO [train.py:927] (5/8) Epoch 1, batch 15650, giga_loss[loss=0.3015, simple_loss=0.3518, pruned_loss=0.1256, over 12273.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02709, over 54.00 utterances.], tot_loss[loss=0.3673, simple_loss=0.4068, pruned_loss=0.1639, over 2474341.58 frames. utt_duration=488 frames, utt_pad_proportion=0.07431, over 20344.26 utterances.], libri_tot_loss[loss=0.426, simple_loss=0.4444, pruned_loss=0.2173, over 2465959.04 frames. utt_duration=1201 frames, utt_pad_proportion=0.07387, over 8224.27 utterances.], giga_tot_loss[loss=0.3571, simple_loss=0.3998, pruned_loss=0.1572, over 2474685.80 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07433, over 21413.54 utterances.], batch size: 54, lr: 1.65e-03
2022-08-20 09:50:21,198 INFO [train.py:927] (5/8) Epoch 1, batch 15700, giga_loss[loss=0.3455, simple_loss=0.392, pruned_loss=0.1495, over 12389.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03259, over 80.00 utterances.], tot_loss[loss=0.362, simple_loss=0.4019, pruned_loss=0.1611, over 2474456.56 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07447, over 20663.17 utterances.], libri_tot_loss[loss=0.4244, simple_loss=0.443, pruned_loss=0.2161, over 2466018.31 frames. utt_duration=1201 frames, utt_pad_proportion=0.07395, over 8225.72 utterances.], giga_tot_loss[loss=0.3546, simple_loss=0.397, pruned_loss=0.1561, over 2474800.60 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07446, over 21676.43 utterances.], batch size: 80, lr: 1.65e-03
2022-08-20 09:52:05,656 INFO [train.py:927] (5/8) Epoch 1, batch 15750, giga_loss[loss=0.3774, simple_loss=0.4069, pruned_loss=0.174, over 12414.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03396, over 75.00 utterances.], tot_loss[loss=0.3608, simple_loss=0.3992, pruned_loss=0.1612, over 2474597.33 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07503, over 21193.99 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4418, pruned_loss=0.2152, over 2465987.73 frames. utt_duration=1204 frames, utt_pad_proportion=0.07328, over 8204.18 utterances.], giga_tot_loss[loss=0.355, simple_loss=0.3957, pruned_loss=0.1571, over 2475066.61 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07526, over 22259.05 utterances.], batch size: 75, lr: 1.65e-03
2022-08-20 09:53:46,994 INFO [train.py:927] (5/8) Epoch 1, batch 15800, giga_loss[loss=0.3348, simple_loss=0.3793, pruned_loss=0.1452, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02886, over 45.00 utterances.], tot_loss[loss=0.3578, simple_loss=0.3959, pruned_loss=0.1598, over 2474547.73 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07585, over 21212.09 utterances.], libri_tot_loss[loss=0.4212, simple_loss=0.44, pruned_loss=0.2138, over 2466022.31 frames. utt_duration=1201 frames, utt_pad_proportion=0.07644, over 8224.05 utterances.], giga_tot_loss[loss=0.3531, simple_loss=0.3936, pruned_loss=0.1563, over 2475119.59 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07502, over 22381.96 utterances.], batch size: 45, lr: 1.65e-03
2022-08-20 09:55:27,020 INFO [train.py:927] (5/8) Epoch 1, batch 15850, giga_loss[loss=0.2878, simple_loss=0.3525, pruned_loss=0.1116, over 12384.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02693, over 48.00 utterances.], tot_loss[loss=0.353, simple_loss=0.3944, pruned_loss=0.1558, over 2474384.66 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07655, over 21323.04 utterances.], libri_tot_loss[loss=0.4215, simple_loss=0.4411, pruned_loss=0.2131, over 2465729.50 frames. utt_duration=1196 frames, utt_pad_proportion=0.07893, over 8255.27 utterances.], giga_tot_loss[loss=0.3473, simple_loss=0.3902, pruned_loss=0.1522, over 2475354.09 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07509, over 22603.71 utterances.], batch size: 48, lr: 1.65e-03
2022-08-20 09:57:13,085 INFO [train.py:927] (5/8) Epoch 1, batch 15900, giga_loss[loss=0.4314, simple_loss=0.4233, pruned_loss=0.2197, over 12394.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.3504, simple_loss=0.3924, pruned_loss=0.1542, over 2474520.99 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07691, over 21618.14 utterances.], libri_tot_loss[loss=0.4214, simple_loss=0.4412, pruned_loss=0.2128, over 2465874.56 frames. utt_duration=1187 frames, utt_pad_proportion=0.08144, over 8317.30 utterances.], giga_tot_loss[loss=0.3447, simple_loss=0.3882, pruned_loss=0.1506, over 2475306.64 frames. utt_duration=435.9 frames, utt_pad_proportion=0.0748, over 22794.15 utterances.], batch size: 259, lr: 1.64e-03
2022-08-20 09:58:57,929 INFO [train.py:927] (5/8) Epoch 1, batch 15950, giga_loss[loss=0.3239, simple_loss=0.3805, pruned_loss=0.1336, over 12316.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03529, over 51.00 utterances.], tot_loss[loss=0.3494, simple_loss=0.3907, pruned_loss=0.154, over 2474327.30 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07758, over 21375.30 utterances.], libri_tot_loss[loss=0.4197, simple_loss=0.4398, pruned_loss=0.2113, over 2465991.00 frames. utt_duration=1180 frames, utt_pad_proportion=0.08396, over 8370.93 utterances.], giga_tot_loss[loss=0.3438, simple_loss=0.3869, pruned_loss=0.1504, over 2475185.28 frames. utt_duration=436.4 frames, utt_pad_proportion=0.075, over 22764.23 utterances.], batch size: 51, lr: 1.64e-03
2022-08-20 10:00:37,056 INFO [train.py:927] (5/8) Epoch 1, batch 16000, giga_loss[loss=0.2991, simple_loss=0.3551, pruned_loss=0.1216, over 12264.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0278, over 54.00 utterances.], tot_loss[loss=0.3461, simple_loss=0.3885, pruned_loss=0.1518, over 2473746.99 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07187, over 20655.65 utterances.], libri_tot_loss[loss=0.4164, simple_loss=0.4368, pruned_loss=0.2091, over 2466079.94 frames. utt_duration=1190 frames, utt_pad_proportion=0.08162, over 8297.62 utterances.], giga_tot_loss[loss=0.3419, simple_loss=0.3863, pruned_loss=0.1488, over 2474674.80 frames. utt_duration=445.3 frames, utt_pad_proportion=0.0708, over 22303.22 utterances.], batch size: 54, lr: 1.64e-03
2022-08-20 10:02:20,831 INFO [train.py:927] (5/8) Epoch 1, batch 16050, giga_loss[loss=0.3352, simple_loss=0.3731, pruned_loss=0.1486, over 12361.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03181, over 97.00 utterances.], tot_loss[loss=0.3453, simple_loss=0.3873, pruned_loss=0.1517, over 2473802.87 frames. utt_duration=470 frames, utt_pad_proportion=0.07536, over 21121.69 utterances.], libri_tot_loss[loss=0.4156, simple_loss=0.4358, pruned_loss=0.2085, over 2466022.87 frames. utt_duration=1181 frames, utt_pad_proportion=0.08443, over 8365.46 utterances.], giga_tot_loss[loss=0.341, simple_loss=0.3852, pruned_loss=0.1484, over 2474766.33 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07329, over 22655.42 utterances.], batch size: 97, lr: 1.64e-03
2022-08-20 10:04:04,030 INFO [train.py:927] (5/8) Epoch 1, batch 16100, giga_loss[loss=0.4048, simple_loss=0.4396, pruned_loss=0.185, over 12363.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03634, over 122.00 utterances.], tot_loss[loss=0.3483, simple_loss=0.3891, pruned_loss=0.1537, over 2473840.86 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07488, over 20992.07 utterances.], libri_tot_loss[loss=0.4149, simple_loss=0.4352, pruned_loss=0.2078, over 2466299.85 frames. utt_duration=1183 frames, utt_pad_proportion=0.08281, over 8348.40 utterances.], giga_tot_loss[loss=0.344, simple_loss=0.387, pruned_loss=0.1505, over 2474539.62 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07366, over 22486.74 utterances.], batch size: 122, lr: 1.63e-03
2022-08-20 10:05:47,730 INFO [train.py:927] (5/8) Epoch 1, batch 16150, giga_loss[loss=0.4109, simple_loss=0.4319, pruned_loss=0.1949, over 12389.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06375, over 183.00 utterances.], tot_loss[loss=0.3511, simple_loss=0.3924, pruned_loss=0.1549, over 2473890.48 frames. utt_duration=486.7 frames, utt_pad_proportion=0.0709, over 20395.52 utterances.], libri_tot_loss[loss=0.4136, simple_loss=0.4352, pruned_loss=0.2061, over 2466699.37 frames. utt_duration=1188 frames, utt_pad_proportion=0.08088, over 8314.89 utterances.], giga_tot_loss[loss=0.3461, simple_loss=0.3889, pruned_loss=0.1517, over 2474400.91 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07069, over 22133.08 utterances.], batch size: 183, lr: 1.63e-03
2022-08-20 10:07:35,911 INFO [train.py:927] (5/8) Epoch 1, batch 16200, giga_loss[loss=0.4563, simple_loss=0.4534, pruned_loss=0.2296, over 12359.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.3523, simple_loss=0.3928, pruned_loss=0.1559, over 2473747.33 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06699, over 20551.71 utterances.], libri_tot_loss[loss=0.4135, simple_loss=0.4346, pruned_loss=0.2061, over 2466894.94 frames. utt_duration=1190 frames, utt_pad_proportion=0.08006, over 8299.15 utterances.], giga_tot_loss[loss=0.3476, simple_loss=0.3899, pruned_loss=0.1526, over 2474074.02 frames. utt_duration=449.3 frames, utt_pad_proportion=0.06731, over 22100.00 utterances.], batch size: 257, lr: 1.63e-03
2022-08-20 10:09:22,532 INFO [train.py:927] (5/8) Epoch 1, batch 16250, giga_loss[loss=0.3142, simple_loss=0.3629, pruned_loss=0.1327, over 12150.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03389, over 36.00 utterances.], tot_loss[loss=0.3552, simple_loss=0.3946, pruned_loss=0.158, over 2474157.37 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06974, over 20540.85 utterances.], libri_tot_loss[loss=0.4154, simple_loss=0.4345, pruned_loss=0.2077, over 2467200.18 frames. utt_duration=1186 frames, utt_pad_proportion=0.08143, over 8333.29 utterances.], giga_tot_loss[loss=0.3476, simple_loss=0.3909, pruned_loss=0.1522, over 2474399.31 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06921, over 22223.15 utterances.], batch size: 36, lr: 1.63e-03
2022-08-20 10:11:10,815 INFO [train.py:927] (5/8) Epoch 1, batch 16300, giga_loss[loss=0.3026, simple_loss=0.3585, pruned_loss=0.1233, over 12338.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03044, over 91.00 utterances.], tot_loss[loss=0.3494, simple_loss=0.3904, pruned_loss=0.1542, over 2474238.85 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06945, over 20031.67 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4334, pruned_loss=0.2065, over 2467360.84 frames. utt_duration=1190 frames, utt_pad_proportion=0.08019, over 8304.88 utterances.], giga_tot_loss[loss=0.3436, simple_loss=0.3877, pruned_loss=0.1497, over 2474396.61 frames. utt_duration=459.6 frames, utt_pad_proportion=0.0694, over 21605.66 utterances.], batch size: 91, lr: 1.62e-03
2022-08-20 10:12:54,867 INFO [train.py:927] (5/8) Epoch 1, batch 16350, giga_loss[loss=0.3506, simple_loss=0.3969, pruned_loss=0.1521, over 12439.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02258, over 48.00 utterances.], tot_loss[loss=0.3466, simple_loss=0.3878, pruned_loss=0.1526, over 2474574.33 frames. utt_duration=498 frames, utt_pad_proportion=0.06903, over 19933.59 utterances.], libri_tot_loss[loss=0.4115, simple_loss=0.4314, pruned_loss=0.2048, over 2467425.41 frames. utt_duration=1195 frames, utt_pad_proportion=0.07898, over 8270.36 utterances.], giga_tot_loss[loss=0.342, simple_loss=0.3861, pruned_loss=0.1489, over 2474861.48 frames. utt_duration=460 frames, utt_pad_proportion=0.06936, over 21590.85 utterances.], batch size: 48, lr: 1.62e-03
2022-08-20 10:14:39,301 INFO [train.py:927] (5/8) Epoch 1, batch 16400, libri_loss[loss=0.3812, simple_loss=0.4278, pruned_loss=0.1673, over 12426.00 frames. utt_duration=957.3 frames, utt_pad_proportion=0.07054, over 52.00 utterances.], tot_loss[loss=0.3466, simple_loss=0.388, pruned_loss=0.1526, over 2474491.26 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07335, over 20718.42 utterances.], libri_tot_loss[loss=0.4105, simple_loss=0.4312, pruned_loss=0.2037, over 2467226.38 frames. utt_duration=1198 frames, utt_pad_proportion=0.07779, over 8251.00 utterances.], giga_tot_loss[loss=0.3424, simple_loss=0.3858, pruned_loss=0.1495, over 2475062.00 frames. utt_duration=444.7 frames, utt_pad_proportion=0.0737, over 22337.35 utterances.], batch size: 52, lr: 1.62e-03
2022-08-20 10:16:25,552 INFO [train.py:927] (5/8) Epoch 1, batch 16450, giga_loss[loss=0.3285, simple_loss=0.3814, pruned_loss=0.1378, over 12431.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0367, over 105.00 utterances.], tot_loss[loss=0.3474, simple_loss=0.3883, pruned_loss=0.1533, over 2474893.89 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07157, over 20825.51 utterances.], libri_tot_loss[loss=0.4103, simple_loss=0.4308, pruned_loss=0.2035, over 2467246.56 frames. utt_duration=1188 frames, utt_pad_proportion=0.07997, over 8315.34 utterances.], giga_tot_loss[loss=0.3428, simple_loss=0.386, pruned_loss=0.1498, over 2475487.22 frames. utt_duration=444.7 frames, utt_pad_proportion=0.0713, over 22339.12 utterances.], batch size: 105, lr: 1.62e-03
2022-08-20 10:18:10,348 INFO [train.py:927] (5/8) Epoch 1, batch 16500, giga_loss[loss=0.4506, simple_loss=0.4428, pruned_loss=0.2292, over 12383.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.3537, simple_loss=0.3911, pruned_loss=0.1581, over 2474779.18 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07684, over 21389.96 utterances.], libri_tot_loss[loss=0.409, simple_loss=0.4293, pruned_loss=0.2027, over 2467267.63 frames. utt_duration=1194 frames, utt_pad_proportion=0.07818, over 8273.26 utterances.], giga_tot_loss[loss=0.3497, simple_loss=0.3896, pruned_loss=0.1549, over 2475475.45 frames. utt_duration=431.8 frames, utt_pad_proportion=0.0769, over 23007.83 utterances.], batch size: 258, lr: 1.62e-03
2022-08-20 10:19:55,043 INFO [train.py:927] (5/8) Epoch 1, batch 16550, giga_loss[loss=0.3332, simple_loss=0.3879, pruned_loss=0.1392, over 12426.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0402, over 37.00 utterances.], tot_loss[loss=0.3509, simple_loss=0.3893, pruned_loss=0.1563, over 2474589.32 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07977, over 21386.26 utterances.], libri_tot_loss[loss=0.4083, simple_loss=0.4288, pruned_loss=0.2021, over 2467424.91 frames. utt_duration=1197 frames, utt_pad_proportion=0.07701, over 8253.98 utterances.], giga_tot_loss[loss=0.3473, simple_loss=0.3878, pruned_loss=0.1534, over 2475146.92 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08002, over 22919.07 utterances.], batch size: 37, lr: 1.61e-03
2022-08-20 10:21:41,053 INFO [train.py:927] (5/8) Epoch 1, batch 16600, giga_loss[loss=0.3502, simple_loss=0.3946, pruned_loss=0.1529, over 12438.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03711, over 133.00 utterances.], tot_loss[loss=0.3544, simple_loss=0.3953, pruned_loss=0.1568, over 2475153.56 frames. utt_duration=451 frames, utt_pad_proportion=0.07926, over 22026.05 utterances.], libri_tot_loss[loss=0.4109, simple_loss=0.4333, pruned_loss=0.2023, over 2467345.57 frames. utt_duration=1200 frames, utt_pad_proportion=0.07618, over 8238.19 utterances.], giga_tot_loss[loss=0.348, simple_loss=0.389, pruned_loss=0.1535, over 2475794.98 frames. utt_duration=423 frames, utt_pad_proportion=0.07975, over 23495.82 utterances.], batch size: 133, lr: 1.61e-03
2022-08-20 10:23:25,459 INFO [train.py:927] (5/8) Epoch 1, batch 16650, giga_loss[loss=0.3967, simple_loss=0.4191, pruned_loss=0.1872, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03187, over 43.00 utterances.], tot_loss[loss=0.3547, simple_loss=0.3952, pruned_loss=0.1571, over 2474970.19 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07752, over 20664.20 utterances.], libri_tot_loss[loss=0.4101, simple_loss=0.4326, pruned_loss=0.2014, over 2467172.26 frames. utt_duration=1198 frames, utt_pad_proportion=0.07845, over 8251.08 utterances.], giga_tot_loss[loss=0.3482, simple_loss=0.3894, pruned_loss=0.1535, over 2475905.66 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07736, over 22320.24 utterances.], batch size: 43, lr: 1.61e-03
2022-08-20 10:25:09,613 INFO [train.py:927] (5/8) Epoch 1, batch 16700, giga_loss[loss=0.4233, simple_loss=0.4422, pruned_loss=0.2022, over 12403.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06283, over 183.00 utterances.], tot_loss[loss=0.3528, simple_loss=0.3938, pruned_loss=0.1559, over 2475559.68 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07182, over 19995.86 utterances.], libri_tot_loss[loss=0.4072, simple_loss=0.4304, pruned_loss=0.1994, over 2467422.21 frames. utt_duration=1194 frames, utt_pad_proportion=0.0802, over 8279.38 utterances.], giga_tot_loss[loss=0.3484, simple_loss=0.39, pruned_loss=0.1535, over 2476362.13 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07149, over 21674.87 utterances.], batch size: 183, lr: 1.61e-03
2022-08-20 10:26:52,419 INFO [train.py:927] (5/8) Epoch 1, batch 16750, giga_loss[loss=0.3981, simple_loss=0.4234, pruned_loss=0.1864, over 12364.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06629, over 183.00 utterances.], tot_loss[loss=0.3511, simple_loss=0.3929, pruned_loss=0.1547, over 2475766.39 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07228, over 19846.67 utterances.], libri_tot_loss[loss=0.4062, simple_loss=0.4293, pruned_loss=0.1987, over 2467364.14 frames. utt_duration=1185 frames, utt_pad_proportion=0.08302, over 8341.43 utterances.], giga_tot_loss[loss=0.3471, simple_loss=0.3898, pruned_loss=0.1522, over 2476676.36 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0708, over 21448.19 utterances.], batch size: 183, lr: 1.60e-03
2022-08-20 10:28:34,769 INFO [train.py:927] (5/8) Epoch 1, batch 16800, giga_loss[loss=0.3049, simple_loss=0.3588, pruned_loss=0.1255, over 12283.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02627, over 54.00 utterances.], tot_loss[loss=0.3489, simple_loss=0.3909, pruned_loss=0.1535, over 2476231.25 frames. utt_duration=499 frames, utt_pad_proportion=0.06925, over 19907.30 utterances.], libri_tot_loss[loss=0.4057, simple_loss=0.4287, pruned_loss=0.1984, over 2467658.39 frames. utt_duration=1187 frames, utt_pad_proportion=0.08207, over 8324.39 utterances.], giga_tot_loss[loss=0.3454, simple_loss=0.3885, pruned_loss=0.1512, over 2476802.00 frames. utt_duration=465.7 frames, utt_pad_proportion=0.06854, over 21343.49 utterances.], batch size: 54, lr: 1.60e-03
2022-08-20 10:30:16,922 INFO [train.py:927] (5/8) Epoch 1, batch 16850, giga_loss[loss=0.3196, simple_loss=0.3771, pruned_loss=0.131, over 12400.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04993, over 34.00 utterances.], tot_loss[loss=0.3517, simple_loss=0.3947, pruned_loss=0.1544, over 2475282.34 frames. utt_duration=514.8 frames, utt_pad_proportion=0.07064, over 19288.06 utterances.], libri_tot_loss[loss=0.4079, simple_loss=0.4317, pruned_loss=0.1988, over 2467973.07 frames. utt_duration=1176 frames, utt_pad_proportion=0.08443, over 8408.58 utterances.], giga_tot_loss[loss=0.3446, simple_loss=0.3884, pruned_loss=0.1504, over 2475761.40 frames. utt_duration=476.6 frames, utt_pad_proportion=0.0687, over 20843.59 utterances.], batch size: 34, lr: 1.60e-03
2022-08-20 10:32:03,757 INFO [train.py:927] (5/8) Epoch 1, batch 16900, giga_loss[loss=0.2986, simple_loss=0.3661, pruned_loss=0.1156, over 12116.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04489, over 33.00 utterances.], tot_loss[loss=0.3514, simple_loss=0.3935, pruned_loss=0.1547, over 2473944.65 frames. utt_duration=521 frames, utt_pad_proportion=0.07013, over 19048.29 utterances.], libri_tot_loss[loss=0.4061, simple_loss=0.4302, pruned_loss=0.1976, over 2467704.89 frames. utt_duration=1178 frames, utt_pad_proportion=0.08363, over 8387.75 utterances.], giga_tot_loss[loss=0.346, simple_loss=0.389, pruned_loss=0.1515, over 2474727.42 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06875, over 20544.16 utterances.], batch size: 33, lr: 1.60e-03
2022-08-20 10:33:48,760 INFO [train.py:927] (5/8) Epoch 1, batch 16950, giga_loss[loss=0.3476, simple_loss=0.3993, pruned_loss=0.148, over 12451.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03096, over 75.00 utterances.], tot_loss[loss=0.3502, simple_loss=0.3922, pruned_loss=0.1541, over 2474096.30 frames. utt_duration=515.7 frames, utt_pad_proportion=0.07227, over 19243.87 utterances.], libri_tot_loss[loss=0.4051, simple_loss=0.4294, pruned_loss=0.1969, over 2467583.59 frames. utt_duration=1182 frames, utt_pad_proportion=0.08274, over 8358.07 utterances.], giga_tot_loss[loss=0.3461, simple_loss=0.3888, pruned_loss=0.1517, over 2474889.76 frames. utt_duration=482 frames, utt_pad_proportion=0.07136, over 20600.47 utterances.], batch size: 75, lr: 1.60e-03
2022-08-20 10:35:30,485 INFO [train.py:927] (5/8) Epoch 1, batch 17000, giga_loss[loss=0.2881, simple_loss=0.3515, pruned_loss=0.1123, over 12451.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03667, over 37.00 utterances.], tot_loss[loss=0.349, simple_loss=0.3905, pruned_loss=0.1537, over 2473886.30 frames. utt_duration=500.4 frames, utt_pad_proportion=0.08145, over 19832.77 utterances.], libri_tot_loss[loss=0.402, simple_loss=0.4268, pruned_loss=0.1948, over 2467384.39 frames. utt_duration=1193 frames, utt_pad_proportion=0.07964, over 8285.30 utterances.], giga_tot_loss[loss=0.3458, simple_loss=0.3884, pruned_loss=0.1516, over 2474997.27 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08115, over 21563.20 utterances.], batch size: 37, lr: 1.59e-03
2022-08-20 10:37:10,972 INFO [train.py:927] (5/8) Epoch 1, batch 17050, giga_loss[loss=0.3181, simple_loss=0.3754, pruned_loss=0.1304, over 12325.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03592, over 51.00 utterances.], tot_loss[loss=0.3468, simple_loss=0.389, pruned_loss=0.1523, over 2473698.68 frames. utt_duration=506.8 frames, utt_pad_proportion=0.07734, over 19579.78 utterances.], libri_tot_loss[loss=0.3999, simple_loss=0.4251, pruned_loss=0.1933, over 2467421.18 frames. utt_duration=1198 frames, utt_pad_proportion=0.07756, over 8247.85 utterances.], giga_tot_loss[loss=0.3444, simple_loss=0.3876, pruned_loss=0.1506, over 2474761.54 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07812, over 21360.05 utterances.], batch size: 51, lr: 1.59e-03
2022-08-20 10:38:53,746 INFO [train.py:927] (5/8) Epoch 1, batch 17100, libri_loss[loss=0.3268, simple_loss=0.3823, pruned_loss=0.1356, over 12386.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007148, over 31.00 utterances.], tot_loss[loss=0.3463, simple_loss=0.3905, pruned_loss=0.151, over 2474407.57 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07531, over 19561.55 utterances.], libri_tot_loss[loss=0.3998, simple_loss=0.4266, pruned_loss=0.1922, over 2467570.77 frames. utt_duration=1199 frames, utt_pad_proportion=0.0761, over 8239.09 utterances.], giga_tot_loss[loss=0.3429, simple_loss=0.3869, pruned_loss=0.1494, over 2475323.61 frames. utt_duration=465 frames, utt_pad_proportion=0.07661, over 21361.34 utterances.], batch size: 31, lr: 1.59e-03
2022-08-20 10:40:36,783 INFO [train.py:927] (5/8) Epoch 1, batch 17150, giga_loss[loss=0.3386, simple_loss=0.3879, pruned_loss=0.1447, over 12433.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05355, over 162.00 utterances.], tot_loss[loss=0.346, simple_loss=0.3889, pruned_loss=0.1515, over 2474620.81 frames. utt_duration=478.5 frames, utt_pad_proportion=0.08064, over 20751.81 utterances.], libri_tot_loss[loss=0.3974, simple_loss=0.4245, pruned_loss=0.1907, over 2467571.60 frames. utt_duration=1208 frames, utt_pad_proportion=0.07423, over 8179.57 utterances.], giga_tot_loss[loss=0.3437, simple_loss=0.3868, pruned_loss=0.1503, over 2475554.07 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0819, over 22635.98 utterances.], batch size: 162, lr: 1.59e-03
2022-08-20 10:42:20,488 INFO [train.py:927] (5/8) Epoch 1, batch 17200, giga_loss[loss=0.3159, simple_loss=0.358, pruned_loss=0.1369, over 12455.00 frames. utt_duration=907 frames, utt_pad_proportion=0.02785, over 55.00 utterances.], tot_loss[loss=0.3407, simple_loss=0.3839, pruned_loss=0.1488, over 2474403.80 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07632, over 19585.12 utterances.], libri_tot_loss[loss=0.3947, simple_loss=0.422, pruned_loss=0.189, over 2467529.15 frames. utt_duration=1212 frames, utt_pad_proportion=0.0728, over 8152.11 utterances.], giga_tot_loss[loss=0.3392, simple_loss=0.3829, pruned_loss=0.1477, over 2475510.98 frames. utt_duration=459.2 frames, utt_pad_proportion=0.0783, over 21634.70 utterances.], batch size: 55, lr: 1.59e-03
2022-08-20 10:44:07,399 INFO [train.py:927] (5/8) Epoch 1, batch 17250, libri_loss[loss=0.3777, simple_loss=0.4057, pruned_loss=0.1749, over 12413.00 frames. utt_duration=956.4 frames, utt_pad_proportion=0.07145, over 52.00 utterances.], tot_loss[loss=0.3442, simple_loss=0.3849, pruned_loss=0.1517, over 2474733.57 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07714, over 20584.18 utterances.], libri_tot_loss[loss=0.3943, simple_loss=0.4214, pruned_loss=0.1887, over 2467523.23 frames. utt_duration=1215 frames, utt_pad_proportion=0.07145, over 8132.97 utterances.], giga_tot_loss[loss=0.3419, simple_loss=0.3836, pruned_loss=0.1501, over 2475827.35 frames. utt_duration=439.9 frames, utt_pad_proportion=0.0791, over 22589.24 utterances.], batch size: 52, lr: 1.58e-03
2022-08-20 10:45:51,442 INFO [train.py:927] (5/8) Epoch 1, batch 17300, giga_loss[loss=0.3115, simple_loss=0.3766, pruned_loss=0.1232, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02664, over 48.00 utterances.], tot_loss[loss=0.3419, simple_loss=0.3841, pruned_loss=0.1499, over 2475147.20 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07685, over 21153.63 utterances.], libri_tot_loss[loss=0.3934, simple_loss=0.4205, pruned_loss=0.1881, over 2467794.11 frames. utt_duration=1208 frames, utt_pad_proportion=0.07386, over 8182.43 utterances.], giga_tot_loss[loss=0.3393, simple_loss=0.3827, pruned_loss=0.148, over 2476001.86 frames. utt_duration=430 frames, utt_pad_proportion=0.07767, over 23109.23 utterances.], batch size: 48, lr: 1.58e-03
2022-08-20 10:47:33,064 INFO [train.py:927] (5/8) Epoch 1, batch 17350, giga_loss[loss=0.2909, simple_loss=0.3598, pruned_loss=0.111, over 12345.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03269, over 85.00 utterances.], tot_loss[loss=0.3342, simple_loss=0.3795, pruned_loss=0.1445, over 2475525.83 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07749, over 22469.82 utterances.], libri_tot_loss[loss=0.3938, simple_loss=0.4204, pruned_loss=0.1885, over 2467998.90 frames. utt_duration=1209 frames, utt_pad_proportion=0.07298, over 8178.73 utterances.], giga_tot_loss[loss=0.331, simple_loss=0.378, pruned_loss=0.142, over 2476108.05 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07835, over 24203.87 utterances.], batch size: 85, lr: 1.58e-03
2022-08-20 10:49:17,328 INFO [train.py:927] (5/8) Epoch 1, batch 17400, libri_loss[loss=0.3926, simple_loss=0.4114, pruned_loss=0.1869, over 12392.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006568, over 31.00 utterances.], tot_loss[loss=0.3275, simple_loss=0.3755, pruned_loss=0.1398, over 2475257.94 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07393, over 22464.53 utterances.], libri_tot_loss[loss=0.396, simple_loss=0.4209, pruned_loss=0.1903, over 2467860.53 frames. utt_duration=1213 frames, utt_pad_proportion=0.07225, over 8148.21 utterances.], giga_tot_loss[loss=0.322, simple_loss=0.3731, pruned_loss=0.1354, over 2475948.44 frames. utt_duration=412.9 frames, utt_pad_proportion=0.07509, over 24071.03 utterances.], batch size: 31, lr: 1.58e-03
2022-08-20 10:50:59,691 INFO [train.py:927] (5/8) Epoch 1, batch 17450, giga_loss[loss=0.3534, simple_loss=0.3801, pruned_loss=0.1633, over 12384.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1075, over 259.00 utterances.], tot_loss[loss=0.3228, simple_loss=0.3745, pruned_loss=0.1355, over 2475742.18 frames. utt_duration=437.8 frames, utt_pad_proportion=0.06972, over 22692.79 utterances.], libri_tot_loss[loss=0.396, simple_loss=0.4212, pruned_loss=0.1901, over 2468049.24 frames. utt_duration=1203 frames, utt_pad_proportion=0.07564, over 8216.62 utterances.], giga_tot_loss[loss=0.3174, simple_loss=0.3717, pruned_loss=0.1315, over 2476220.08 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06974, over 24103.15 utterances.], batch size: 259, lr: 1.57e-03
2022-08-20 10:52:41,909 INFO [train.py:927] (5/8) Epoch 1, batch 17500, giga_loss[loss=0.2863, simple_loss=0.3537, pruned_loss=0.1095, over 12392.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.0264, over 91.00 utterances.], tot_loss[loss=0.3166, simple_loss=0.3709, pruned_loss=0.1311, over 2476511.83 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06878, over 23548.66 utterances.], libri_tot_loss[loss=0.3957, simple_loss=0.4213, pruned_loss=0.1897, over 2468368.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.07475, over 8200.44 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.3679, pruned_loss=0.1275, over 2476701.52 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06909, over 24893.85 utterances.], batch size: 91, lr: 1.57e-03
2022-08-20 10:54:24,440 INFO [train.py:927] (5/8) Epoch 1, batch 17550, giga_loss[loss=0.2612, simple_loss=0.3443, pruned_loss=0.08906, over 12322.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02542, over 45.00 utterances.], tot_loss[loss=0.3124, simple_loss=0.3676, pruned_loss=0.1286, over 2476315.07 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07058, over 23872.41 utterances.], libri_tot_loss[loss=0.394, simple_loss=0.4199, pruned_loss=0.1886, over 2468453.18 frames. utt_duration=1208 frames, utt_pad_proportion=0.07389, over 8185.43 utterances.], giga_tot_loss[loss=0.3076, simple_loss=0.365, pruned_loss=0.1251, over 2476622.82 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07097, over 25410.34 utterances.], batch size: 45, lr: 1.57e-03
2022-08-20 10:56:09,438 INFO [train.py:927] (5/8) Epoch 1, batch 17600, giga_loss[loss=0.2712, simple_loss=0.3411, pruned_loss=0.1007, over 12366.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03194, over 97.00 utterances.], tot_loss[loss=0.3065, simple_loss=0.3641, pruned_loss=0.1245, over 2476190.68 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06772, over 23467.52 utterances.], libri_tot_loss[loss=0.3939, simple_loss=0.42, pruned_loss=0.1884, over 2468317.88 frames. utt_duration=1198 frames, utt_pad_proportion=0.07713, over 8251.31 utterances.], giga_tot_loss[loss=0.3017, simple_loss=0.3613, pruned_loss=0.1211, over 2476665.35 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06725, over 24835.50 utterances.], batch size: 97, lr: 1.57e-03
2022-08-20 10:57:49,699 INFO [train.py:927] (5/8) Epoch 1, batch 17650, giga_loss[loss=0.2909, simple_loss=0.3592, pruned_loss=0.1113, over 12439.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.0322, over 75.00 utterances.], tot_loss[loss=0.3017, simple_loss=0.3631, pruned_loss=0.1202, over 2476295.43 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06857, over 23681.91 utterances.], libri_tot_loss[loss=0.3945, simple_loss=0.4231, pruned_loss=0.1873, over 2468631.43 frames. utt_duration=1203 frames, utt_pad_proportion=0.07546, over 8217.22 utterances.], giga_tot_loss[loss=0.295, simple_loss=0.3566, pruned_loss=0.1166, over 2476621.71 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06853, over 25205.94 utterances.], batch size: 75, lr: 1.57e-03
2022-08-20 10:59:36,413 INFO [train.py:927] (5/8) Epoch 1, batch 17700, giga_loss[loss=0.2861, simple_loss=0.3603, pruned_loss=0.106, over 12359.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03265, over 62.00 utterances.], tot_loss[loss=0.2968, simple_loss=0.3588, pruned_loss=0.1174, over 2477221.82 frames. utt_duration=418 frames, utt_pad_proportion=0.06799, over 23785.82 utterances.], libri_tot_loss[loss=0.3949, simple_loss=0.4238, pruned_loss=0.1873, over 2468818.51 frames. utt_duration=1203 frames, utt_pad_proportion=0.07495, over 8216.08 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.3524, pruned_loss=0.114, over 2477380.54 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06813, over 25134.91 utterances.], batch size: 62, lr: 1.56e-03
2022-08-20 11:01:28,407 INFO [train.py:927] (5/8) Epoch 1, batch 17750, giga_loss[loss=0.2614, simple_loss=0.3434, pruned_loss=0.08975, over 12418.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04967, over 161.00 utterances.], tot_loss[loss=0.2977, simple_loss=0.3591, pruned_loss=0.1182, over 2477134.51 frames. utt_duration=416 frames, utt_pad_proportion=0.06843, over 23899.74 utterances.], libri_tot_loss[loss=0.3928, simple_loss=0.4218, pruned_loss=0.1859, over 2469088.17 frames. utt_duration=1188 frames, utt_pad_proportion=0.07766, over 8325.35 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3527, pruned_loss=0.1134, over 2477390.14 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06758, over 25616.52 utterances.], batch size: 161, lr: 1.56e-03
2022-08-20 11:03:29,132 INFO [train.py:927] (5/8) Epoch 1, batch 17800, giga_loss[loss=0.3167, simple_loss=0.3699, pruned_loss=0.1318, over 12440.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04787, over 147.00 utterances.], tot_loss[loss=0.2977, simple_loss=0.3587, pruned_loss=0.1184, over 2477023.99 frames. utt_duration=410 frames, utt_pad_proportion=0.0691, over 24247.10 utterances.], libri_tot_loss[loss=0.3916, simple_loss=0.4208, pruned_loss=0.1852, over 2468994.51 frames. utt_duration=1190 frames, utt_pad_proportion=0.07653, over 8312.42 utterances.], giga_tot_loss[loss=0.2903, simple_loss=0.3531, pruned_loss=0.1137, over 2477521.06 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06867, over 26000.21 utterances.], batch size: 147, lr: 1.56e-03
2022-08-20 11:05:26,965 INFO [train.py:927] (5/8) Epoch 1, batch 17850, giga_loss[loss=0.2703, simple_loss=0.3408, pruned_loss=0.0999, over 12396.00 frames. utt_duration=235 frames, utt_pad_proportion=0.06761, over 212.00 utterances.], tot_loss[loss=0.2938, simple_loss=0.3559, pruned_loss=0.1159, over 2477528.54 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06629, over 24296.06 utterances.], libri_tot_loss[loss=0.3906, simple_loss=0.4201, pruned_loss=0.1844, over 2469009.06 frames. utt_duration=1194 frames, utt_pad_proportion=0.07524, over 8281.80 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3506, pruned_loss=0.1113, over 2478096.27 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06643, over 26074.46 utterances.], batch size: 212, lr: 1.56e-03
2022-08-20 11:07:40,384 INFO [train.py:927] (5/8) Epoch 1, batch 17900, giga_loss[loss=0.2759, simple_loss=0.3354, pruned_loss=0.1083, over 12456.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.02989, over 98.00 utterances.], tot_loss[loss=0.2878, simple_loss=0.3512, pruned_loss=0.1122, over 2477533.65 frames. utt_duration=410 frames, utt_pad_proportion=0.06607, over 24249.04 utterances.], libri_tot_loss[loss=0.3907, simple_loss=0.4202, pruned_loss=0.1844, over 2469022.20 frames. utt_duration=1195 frames, utt_pad_proportion=0.07464, over 8272.02 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3463, pruned_loss=0.108, over 2478043.13 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06636, over 25809.90 utterances.], batch size: 98, lr: 1.56e-03
2022-08-20 11:09:35,453 INFO [train.py:927] (5/8) Epoch 1, batch 17950, giga_loss[loss=0.2496, simple_loss=0.3354, pruned_loss=0.08186, over 12442.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3492, pruned_loss=0.1107, over 2477968.13 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06571, over 23946.30 utterances.], libri_tot_loss[loss=0.3919, simple_loss=0.4215, pruned_loss=0.1849, over 2468976.19 frames. utt_duration=1188 frames, utt_pad_proportion=0.07713, over 8324.28 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3433, pruned_loss=0.1059, over 2478525.23 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06523, over 25342.06 utterances.], batch size: 75, lr: 1.55e-03
2022-08-20 11:11:38,935 INFO [train.py:927] (5/8) Epoch 1, batch 18000, giga_loss[loss=0.2629, simple_loss=0.3349, pruned_loss=0.09541, over 12382.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04568, over 146.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3521, pruned_loss=0.1116, over 2478088.27 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06741, over 24486.34 utterances.], libri_tot_loss[loss=0.392, simple_loss=0.4221, pruned_loss=0.1847, over 2468696.06 frames. utt_duration=1192 frames, utt_pad_proportion=0.07634, over 8293.57 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.346, pruned_loss=0.107, over 2478920.06 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06717, over 25844.43 utterances.], batch size: 146, lr: 1.55e-03
2022-08-20 11:11:38,936 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 11:11:55,524 INFO [train.py:967] (5/8) 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 11:14:07,115 INFO [train.py:927] (5/8) Epoch 1, batch 18050, giga_loss[loss=0.3739, simple_loss=0.3958, pruned_loss=0.176, over 12420.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3497, pruned_loss=0.1108, over 2477667.74 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06597, over 24616.60 utterances.], libri_tot_loss[loss=0.3911, simple_loss=0.4211, pruned_loss=0.1842, over 2468528.84 frames. utt_duration=1198 frames, utt_pad_proportion=0.07544, over 8254.99 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.3445, pruned_loss=0.1063, over 2478642.57 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06605, over 26015.26 utterances.], batch size: 258, lr: 1.55e-03
2022-08-20 11:16:05,148 INFO [train.py:927] (5/8) Epoch 1, batch 18100, giga_loss[loss=0.2949, simple_loss=0.3617, pruned_loss=0.114, over 12393.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07146, over 212.00 utterances.], tot_loss[loss=0.2859, simple_loss=0.3508, pruned_loss=0.1105, over 2478104.18 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06588, over 24643.46 utterances.], libri_tot_loss[loss=0.3889, simple_loss=0.4193, pruned_loss=0.1828, over 2468279.82 frames. utt_duration=1206 frames, utt_pad_proportion=0.07366, over 8196.97 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.346, pruned_loss=0.1058, over 2479412.83 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06634, over 26328.51 utterances.], batch size: 212, lr: 1.55e-03
2022-08-20 11:18:02,632 INFO [train.py:927] (5/8) Epoch 1, batch 18150, giga_loss[loss=0.2593, simple_loss=0.3388, pruned_loss=0.08989, over 12431.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04831, over 147.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3505, pruned_loss=0.1087, over 2478658.10 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06552, over 24764.66 utterances.], libri_tot_loss[loss=0.3875, simple_loss=0.4181, pruned_loss=0.1819, over 2468600.80 frames. utt_duration=1213 frames, utt_pad_proportion=0.07203, over 8153.50 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3459, pruned_loss=0.1038, over 2479683.83 frames. utt_duration=373.8 frames, utt_pad_proportion=0.0663, over 26625.20 utterances.], batch size: 147, lr: 1.55e-03
2022-08-20 11:20:07,958 INFO [train.py:927] (5/8) Epoch 1, batch 18200, libri_loss[loss=0.4006, simple_loss=0.4408, pruned_loss=0.1802, over 12322.00 frames. utt_duration=759.4 frames, utt_pad_proportion=0.1351, over 65.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3502, pruned_loss=0.1079, over 2477832.66 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06429, over 23960.23 utterances.], libri_tot_loss[loss=0.3866, simple_loss=0.4174, pruned_loss=0.1812, over 2468579.86 frames. utt_duration=1208 frames, utt_pad_proportion=0.07231, over 8183.56 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3455, pruned_loss=0.103, over 2478900.73 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06488, over 25784.72 utterances.], batch size: 65, lr: 1.54e-03
2022-08-20 11:22:32,016 INFO [train.py:927] (5/8) Epoch 1, batch 18250, giga_loss[loss=0.2969, simple_loss=0.3633, pruned_loss=0.1152, over 12469.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.02869, over 98.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3495, pruned_loss=0.1085, over 2478334.02 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06538, over 24336.84 utterances.], libri_tot_loss[loss=0.3854, simple_loss=0.4166, pruned_loss=0.1804, over 2468460.11 frames. utt_duration=1210 frames, utt_pad_proportion=0.07161, over 8169.88 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3457, pruned_loss=0.1043, over 2479408.38 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06594, over 26008.62 utterances.], batch size: 98, lr: 1.54e-03
2022-08-20 11:24:33,591 INFO [train.py:927] (5/8) Epoch 1, batch 18300, libri_loss[loss=0.3858, simple_loss=0.4344, pruned_loss=0.1686, over 12464.00 frames. utt_duration=960.3 frames, utt_pad_proportion=0.06947, over 52.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3465, pruned_loss=0.1061, over 2478777.50 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06142, over 23302.75 utterances.], libri_tot_loss[loss=0.3839, simple_loss=0.4157, pruned_loss=0.1792, over 2468624.58 frames. utt_duration=1211 frames, utt_pad_proportion=0.07053, over 8164.09 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3423, pruned_loss=0.1018, over 2479764.67 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06237, over 25078.96 utterances.], batch size: 52, lr: 1.54e-03
2022-08-20 11:26:42,376 INFO [train.py:927] (5/8) Epoch 1, batch 18350, giga_loss[loss=0.3076, simple_loss=0.3658, pruned_loss=0.1247, over 12437.00 frames. utt_duration=542 frames, utt_pad_proportion=0.03207, over 92.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3441, pruned_loss=0.1049, over 2478354.89 frames. utt_duration=432.9 frames, utt_pad_proportion=0.06147, over 22965.38 utterances.], libri_tot_loss[loss=0.3836, simple_loss=0.4154, pruned_loss=0.179, over 2468651.97 frames. utt_duration=1214 frames, utt_pad_proportion=0.06946, over 8145.91 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3397, pruned_loss=0.1004, over 2479302.63 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06249, over 24653.85 utterances.], batch size: 92, lr: 1.54e-03
2022-08-20 11:28:46,359 INFO [train.py:927] (5/8) Epoch 1, batch 18400, giga_loss[loss=0.3147, simple_loss=0.3476, pruned_loss=0.1409, over 12398.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1011, over 257.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3479, pruned_loss=0.1084, over 2478474.41 frames. utt_duration=432.9 frames, utt_pad_proportion=0.0596, over 22962.23 utterances.], libri_tot_loss[loss=0.3817, simple_loss=0.4138, pruned_loss=0.1778, over 2468546.82 frames. utt_duration=1219 frames, utt_pad_proportion=0.06744, over 8108.58 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3434, pruned_loss=0.1033, over 2479681.59 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06106, over 24887.96 utterances.], batch size: 257, lr: 1.54e-03
2022-08-20 11:30:40,483 INFO [train.py:927] (5/8) Epoch 1, batch 18450, giga_loss[loss=0.2958, simple_loss=0.362, pruned_loss=0.1148, over 12422.00 frames. utt_duration=339.5 frames, utt_pad_proportion=0.04907, over 147.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.347, pruned_loss=0.1102, over 2478277.74 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06241, over 23415.12 utterances.], libri_tot_loss[loss=0.3828, simple_loss=0.4136, pruned_loss=0.1789, over 2468482.05 frames. utt_duration=1209 frames, utt_pad_proportion=0.07136, over 8174.09 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3427, pruned_loss=0.1041, over 2479430.38 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06207, over 25094.36 utterances.], batch size: 147, lr: 1.53e-03
2022-08-20 11:32:54,591 INFO [train.py:927] (5/8) Epoch 1, batch 18500, giga_loss[loss=0.2728, simple_loss=0.3571, pruned_loss=0.09418, over 12403.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03821, over 40.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3481, pruned_loss=0.1105, over 2478698.18 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06625, over 24645.10 utterances.], libri_tot_loss[loss=0.3826, simple_loss=0.4134, pruned_loss=0.1788, over 2468476.78 frames. utt_duration=1211 frames, utt_pad_proportion=0.07081, over 8166.39 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.3443, pruned_loss=0.1052, over 2479681.52 frames. utt_duration=381.1 frames, utt_pad_proportion=0.0659, over 26108.94 utterances.], batch size: 40, lr: 1.53e-03
2022-08-20 11:35:11,298 INFO [train.py:927] (5/8) Epoch 1, batch 18550, giga_loss[loss=0.2333, simple_loss=0.3038, pruned_loss=0.08139, over 12269.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02236, over 54.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3482, pruned_loss=0.1112, over 2478556.92 frames. utt_duration=388 frames, utt_pad_proportion=0.07136, over 25630.82 utterances.], libri_tot_loss[loss=0.3821, simple_loss=0.4131, pruned_loss=0.1784, over 2468403.83 frames. utt_duration=1213 frames, utt_pad_proportion=0.06971, over 8147.24 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3443, pruned_loss=0.1063, over 2479572.47 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07108, over 27084.85 utterances.], batch size: 54, lr: 1.53e-03
2022-08-20 11:37:17,866 INFO [train.py:927] (5/8) Epoch 1, batch 18600, giga_loss[loss=0.2459, simple_loss=0.3022, pruned_loss=0.0948, over 12384.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3424, pruned_loss=0.1078, over 2478189.94 frames. utt_duration=387 frames, utt_pad_proportion=0.07194, over 25689.00 utterances.], libri_tot_loss[loss=0.3819, simple_loss=0.4136, pruned_loss=0.1779, over 2468396.42 frames. utt_duration=1216 frames, utt_pad_proportion=0.06866, over 8128.41 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3377, pruned_loss=0.103, over 2479180.41 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07198, over 27173.57 utterances.], batch size: 369, lr: 1.53e-03
2022-08-20 11:39:09,256 INFO [train.py:927] (5/8) Epoch 1, batch 18650, giga_loss[loss=0.2432, simple_loss=0.3221, pruned_loss=0.08219, over 12355.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02574, over 66.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3431, pruned_loss=0.1089, over 2478429.06 frames. utt_duration=390.1 frames, utt_pad_proportion=0.07148, over 25490.59 utterances.], libri_tot_loss[loss=0.3819, simple_loss=0.4134, pruned_loss=0.178, over 2468368.70 frames. utt_duration=1218 frames, utt_pad_proportion=0.06739, over 8119.26 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3379, pruned_loss=0.1035, over 2479467.86 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07189, over 27072.35 utterances.], batch size: 66, lr: 1.53e-03
2022-08-20 11:41:10,140 INFO [train.py:927] (5/8) Epoch 1, batch 18700, giga_loss[loss=0.2529, simple_loss=0.3274, pruned_loss=0.08922, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03035, over 42.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3413, pruned_loss=0.1066, over 2478424.07 frames. utt_duration=400.8 frames, utt_pad_proportion=0.0701, over 24809.77 utterances.], libri_tot_loss[loss=0.3812, simple_loss=0.413, pruned_loss=0.1774, over 2468530.67 frames. utt_duration=1221 frames, utt_pad_proportion=0.06607, over 8096.48 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3359, pruned_loss=0.1012, over 2479330.75 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07086, over 26473.43 utterances.], batch size: 42, lr: 1.52e-03
2022-08-20 11:43:19,991 INFO [train.py:927] (5/8) Epoch 1, batch 18750, giga_loss[loss=0.2486, simple_loss=0.3345, pruned_loss=0.08135, over 12369.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02468, over 66.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3381, pruned_loss=0.1044, over 2477527.50 frames. utt_duration=404.6 frames, utt_pad_proportion=0.07061, over 24568.34 utterances.], libri_tot_loss[loss=0.3803, simple_loss=0.4123, pruned_loss=0.1767, over 2468546.90 frames. utt_duration=1224 frames, utt_pad_proportion=0.06507, over 8079.09 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3328, pruned_loss=0.09912, over 2478445.47 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07149, over 26279.15 utterances.], batch size: 66, lr: 1.52e-03
2022-08-20 11:45:26,555 INFO [train.py:927] (5/8) Epoch 1, batch 18800, giga_loss[loss=0.2606, simple_loss=0.3329, pruned_loss=0.09409, over 12431.00 frames. utt_duration=508.4 frames, utt_pad_proportion=0.03714, over 98.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3395, pruned_loss=0.1055, over 2477640.89 frames. utt_duration=402.4 frames, utt_pad_proportion=0.07276, over 24699.44 utterances.], libri_tot_loss[loss=0.3819, simple_loss=0.4132, pruned_loss=0.1778, over 2468474.73 frames. utt_duration=1214 frames, utt_pad_proportion=0.0688, over 8146.37 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.333, pruned_loss=0.09884, over 2478617.12 frames. utt_duration=377.5 frames, utt_pad_proportion=0.07231, over 26348.96 utterances.], batch size: 98, lr: 1.52e-03
2022-08-20 11:47:20,558 INFO [train.py:927] (5/8) Epoch 1, batch 18850, giga_loss[loss=0.258, simple_loss=0.3369, pruned_loss=0.08952, over 12406.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.0439, over 146.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3376, pruned_loss=0.1037, over 2478021.36 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07038, over 25239.28 utterances.], libri_tot_loss[loss=0.3816, simple_loss=0.413, pruned_loss=0.1776, over 2468612.36 frames. utt_duration=1214 frames, utt_pad_proportion=0.06852, over 8141.64 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3323, pruned_loss=0.09832, over 2478713.18 frames. utt_duration=374 frames, utt_pad_proportion=0.07022, over 26598.01 utterances.], batch size: 146, lr: 1.52e-03
2022-08-20 11:49:15,093 INFO [train.py:927] (5/8) Epoch 1, batch 18900, giga_loss[loss=0.3801, simple_loss=0.4076, pruned_loss=0.1763, over 12410.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09672, over 256.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3467, pruned_loss=0.1069, over 2478169.52 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07342, over 25354.62 utterances.], libri_tot_loss[loss=0.3857, simple_loss=0.4181, pruned_loss=0.1792, over 2468732.06 frames. utt_duration=1207 frames, utt_pad_proportion=0.07155, over 8192.05 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3362, pruned_loss=0.09957, over 2478833.11 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07234, over 26772.17 utterances.], batch size: 256, lr: 1.52e-03
2022-08-20 11:51:10,922 INFO [train.py:927] (5/8) Epoch 1, batch 18950, giga_loss[loss=0.2339, simple_loss=0.3103, pruned_loss=0.07869, over 12296.00 frames. utt_duration=965.5 frames, utt_pad_proportion=0.03445, over 51.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3467, pruned_loss=0.1072, over 2478075.90 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07273, over 25448.39 utterances.], libri_tot_loss[loss=0.3841, simple_loss=0.4168, pruned_loss=0.1781, over 2468775.83 frames. utt_duration=1213 frames, utt_pad_proportion=0.06998, over 8153.73 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3375, pruned_loss=0.1003, over 2478807.85 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07235, over 27098.73 utterances.], batch size: 51, lr: 1.52e-03
2022-08-20 11:53:09,719 INFO [train.py:927] (5/8) Epoch 1, batch 19000, giga_loss[loss=0.2512, simple_loss=0.3253, pruned_loss=0.08859, over 12407.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04041, over 133.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3425, pruned_loss=0.1043, over 2478292.27 frames. utt_duration=388.5 frames, utt_pad_proportion=0.07065, over 25594.30 utterances.], libri_tot_loss[loss=0.3825, simple_loss=0.4155, pruned_loss=0.1771, over 2469013.04 frames. utt_duration=1217 frames, utt_pad_proportion=0.06899, over 8127.84 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3351, pruned_loss=0.09846, over 2478823.88 frames. utt_duration=365.4 frames, utt_pad_proportion=0.07073, over 27228.76 utterances.], batch size: 133, lr: 1.51e-03
2022-08-20 11:55:09,651 INFO [train.py:927] (5/8) Epoch 1, batch 19050, giga_loss[loss=0.2297, simple_loss=0.3059, pruned_loss=0.0767, over 12328.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03383, over 51.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3394, pruned_loss=0.1033, over 2477592.53 frames. utt_duration=390.5 frames, utt_pad_proportion=0.0727, over 25455.97 utterances.], libri_tot_loss[loss=0.3807, simple_loss=0.414, pruned_loss=0.176, over 2469134.80 frames. utt_duration=1222 frames, utt_pad_proportion=0.06778, over 8092.97 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3332, pruned_loss=0.09805, over 2478117.34 frames. utt_duration=366 frames, utt_pad_proportion=0.07294, over 27169.02 utterances.], batch size: 51, lr: 1.51e-03
2022-08-20 11:57:17,821 INFO [train.py:927] (5/8) Epoch 1, batch 19100, giga_loss[loss=0.2896, simple_loss=0.3443, pruned_loss=0.1175, over 12367.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09528, over 255.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3407, pruned_loss=0.1036, over 2477426.30 frames. utt_duration=395.8 frames, utt_pad_proportion=0.07194, over 25114.84 utterances.], libri_tot_loss[loss=0.3795, simple_loss=0.4133, pruned_loss=0.1751, over 2468944.74 frames. utt_duration=1220 frames, utt_pad_proportion=0.06749, over 8105.40 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3347, pruned_loss=0.09857, over 2478224.24 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07227, over 26857.86 utterances.], batch size: 255, lr: 1.51e-03
2022-08-20 11:59:10,719 INFO [train.py:927] (5/8) Epoch 1, batch 19150, giga_loss[loss=0.2852, simple_loss=0.3364, pruned_loss=0.117, over 12377.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1812, over 359.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3419, pruned_loss=0.1048, over 2476800.31 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07247, over 24886.14 utterances.], libri_tot_loss[loss=0.3783, simple_loss=0.4125, pruned_loss=0.1742, over 2468581.17 frames. utt_duration=1223 frames, utt_pad_proportion=0.06685, over 8086.28 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3359, pruned_loss=0.09971, over 2478031.03 frames. utt_duration=371.4 frames, utt_pad_proportion=0.0729, over 26772.68 utterances.], batch size: 359, lr: 1.51e-03
2022-08-20 12:01:09,520 INFO [train.py:927] (5/8) Epoch 1, batch 19200, giga_loss[loss=0.2539, simple_loss=0.331, pruned_loss=0.08845, over 12478.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03388, over 98.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.3455, pruned_loss=0.1057, over 2477116.36 frames. utt_duration=397 frames, utt_pad_proportion=0.07202, over 25036.35 utterances.], libri_tot_loss[loss=0.3786, simple_loss=0.4132, pruned_loss=0.1742, over 2468282.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.06612, over 8072.82 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3389, pruned_loss=0.1005, over 2478500.90 frames. utt_duration=370.6 frames, utt_pad_proportion=0.0726, over 26841.14 utterances.], batch size: 98, lr: 1.51e-03
2022-08-20 12:03:22,517 INFO [train.py:927] (5/8) Epoch 1, batch 19250, giga_loss[loss=0.2701, simple_loss=0.3363, pruned_loss=0.102, over 12424.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03925, over 133.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3441, pruned_loss=0.1062, over 2477014.62 frames. utt_duration=402.3 frames, utt_pad_proportion=0.07426, over 24705.79 utterances.], libri_tot_loss[loss=0.3758, simple_loss=0.4107, pruned_loss=0.1725, over 2468227.37 frames. utt_duration=1231 frames, utt_pad_proportion=0.06447, over 8032.97 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3379, pruned_loss=0.1004, over 2478554.47 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07519, over 26972.01 utterances.], batch size: 133, lr: 1.50e-03
2022-08-20 12:05:19,681 INFO [train.py:927] (5/8) Epoch 1, batch 19300, giga_loss[loss=0.2834, simple_loss=0.3393, pruned_loss=0.1137, over 12387.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09861, over 256.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3435, pruned_loss=0.1066, over 2477260.59 frames. utt_duration=394.8 frames, utt_pad_proportion=0.07536, over 25177.88 utterances.], libri_tot_loss[loss=0.3749, simple_loss=0.41, pruned_loss=0.1718, over 2468492.43 frames. utt_duration=1233 frames, utt_pad_proportion=0.06312, over 8020.25 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3374, pruned_loss=0.1007, over 2478488.35 frames. utt_duration=362.1 frames, utt_pad_proportion=0.07644, over 27466.91 utterances.], batch size: 256, lr: 1.50e-03
2022-08-20 12:07:26,154 INFO [train.py:927] (5/8) Epoch 1, batch 19350, giga_loss[loss=0.2581, simple_loss=0.3397, pruned_loss=0.08819, over 12360.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03747, over 113.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.3412, pruned_loss=0.106, over 2477498.26 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07587, over 25217.17 utterances.], libri_tot_loss[loss=0.3744, simple_loss=0.4095, pruned_loss=0.1716, over 2468596.90 frames. utt_duration=1230 frames, utt_pad_proportion=0.06275, over 8034.81 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3356, pruned_loss=0.1003, over 2478541.18 frames. utt_duration=363.8 frames, utt_pad_proportion=0.07689, over 27339.23 utterances.], batch size: 113, lr: 1.50e-03
2022-08-20 12:09:22,549 INFO [train.py:927] (5/8) Epoch 1, batch 19400, giga_loss[loss=0.2344, simple_loss=0.3178, pruned_loss=0.07545, over 12422.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03906, over 133.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3413, pruned_loss=0.1056, over 2477246.47 frames. utt_duration=402 frames, utt_pad_proportion=0.07452, over 24723.91 utterances.], libri_tot_loss[loss=0.3737, simple_loss=0.4088, pruned_loss=0.1712, over 2468758.85 frames. utt_duration=1224 frames, utt_pad_proportion=0.06471, over 8074.55 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.335, pruned_loss=0.09912, over 2478234.74 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07512, over 26991.62 utterances.], batch size: 133, lr: 1.50e-03
2022-08-20 12:11:22,340 INFO [train.py:927] (5/8) Epoch 1, batch 19450, giga_loss[loss=0.2449, simple_loss=0.3204, pruned_loss=0.08465, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02675, over 48.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3417, pruned_loss=0.1041, over 2477397.20 frames. utt_duration=408.5 frames, utt_pad_proportion=0.07206, over 24329.27 utterances.], libri_tot_loss[loss=0.3722, simple_loss=0.4073, pruned_loss=0.1703, over 2468487.29 frames. utt_duration=1231 frames, utt_pad_proportion=0.06338, over 8031.89 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3361, pruned_loss=0.09784, over 2478679.46 frames. utt_duration=373.3 frames, utt_pad_proportion=0.0732, over 26645.35 utterances.], batch size: 48, lr: 1.50e-03
2022-08-20 12:13:27,472 INFO [train.py:927] (5/8) Epoch 1, batch 19500, giga_loss[loss=0.2582, simple_loss=0.3366, pruned_loss=0.08995, over 12281.00 frames. utt_duration=964.2 frames, utt_pad_proportion=0.03584, over 51.00 utterances.], tot_loss[loss=0.276, simple_loss=0.3432, pruned_loss=0.1044, over 2477649.88 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06972, over 23482.52 utterances.], libri_tot_loss[loss=0.3727, simple_loss=0.4077, pruned_loss=0.1706, over 2468900.97 frames. utt_duration=1227 frames, utt_pad_proportion=0.06364, over 8060.64 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3366, pruned_loss=0.09736, over 2478563.14 frames. utt_duration=386.5 frames, utt_pad_proportion=0.07085, over 25732.46 utterances.], batch size: 51, lr: 1.50e-03
2022-08-20 12:15:31,727 INFO [train.py:927] (5/8) Epoch 1, batch 19550, giga_loss[loss=0.2619, simple_loss=0.3398, pruned_loss=0.09201, over 12452.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03667, over 133.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3435, pruned_loss=0.1039, over 2477406.40 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07175, over 24431.43 utterances.], libri_tot_loss[loss=0.3715, simple_loss=0.4073, pruned_loss=0.1696, over 2468354.70 frames. utt_duration=1228 frames, utt_pad_proportion=0.06298, over 8050.25 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3369, pruned_loss=0.09758, over 2478812.18 frames. utt_duration=373.4 frames, utt_pad_proportion=0.0727, over 26637.77 utterances.], batch size: 133, lr: 1.49e-03
2022-08-20 12:17:47,473 INFO [train.py:927] (5/8) Epoch 1, batch 19600, giga_loss[loss=0.3159, simple_loss=0.3843, pruned_loss=0.1238, over 12466.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03439, over 105.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3431, pruned_loss=0.1029, over 2477476.57 frames. utt_duration=394.1 frames, utt_pad_proportion=0.07109, over 25220.61 utterances.], libri_tot_loss[loss=0.3717, simple_loss=0.4074, pruned_loss=0.1697, over 2468271.09 frames. utt_duration=1230 frames, utt_pad_proportion=0.06249, over 8039.77 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3374, pruned_loss=0.09732, over 2478718.50 frames. utt_duration=367.1 frames, utt_pad_proportion=0.072, over 27092.96 utterances.], batch size: 105, lr: 1.49e-03
2022-08-20 12:20:09,181 INFO [train.py:927] (5/8) Epoch 1, batch 19650, giga_loss[loss=0.3233, simple_loss=0.3925, pruned_loss=0.1271, over 12441.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05649, over 182.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3475, pruned_loss=0.1056, over 2477206.75 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07039, over 25005.08 utterances.], libri_tot_loss[loss=0.3748, simple_loss=0.41, pruned_loss=0.1715, over 2468212.17 frames. utt_duration=1232 frames, utt_pad_proportion=0.06175, over 8025.24 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3399, pruned_loss=0.09861, over 2478345.17 frames. utt_duration=372.1 frames, utt_pad_proportion=0.0714, over 26724.19 utterances.], batch size: 182, lr: 1.49e-03
2022-08-20 12:22:30,521 INFO [train.py:927] (5/8) Epoch 1, batch 19700, giga_loss[loss=0.2173, simple_loss=0.2967, pruned_loss=0.06896, over 12448.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04642, over 34.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.348, pruned_loss=0.1085, over 2477099.64 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07043, over 24671.51 utterances.], libri_tot_loss[loss=0.3752, simple_loss=0.4093, pruned_loss=0.1721, over 2468258.84 frames. utt_duration=1226 frames, utt_pad_proportion=0.06445, over 8066.16 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3411, pruned_loss=0.1009, over 2478162.81 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07054, over 26394.52 utterances.], batch size: 34, lr: 1.49e-03
2022-08-20 12:24:31,518 INFO [train.py:927] (5/8) Epoch 1, batch 19750, giga_loss[loss=0.2554, simple_loss=0.3319, pruned_loss=0.08945, over 12396.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06052, over 182.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3467, pruned_loss=0.1077, over 2477131.27 frames. utt_duration=405.5 frames, utt_pad_proportion=0.0703, over 24507.62 utterances.], libri_tot_loss[loss=0.3739, simple_loss=0.4082, pruned_loss=0.1713, over 2468156.60 frames. utt_duration=1229 frames, utt_pad_proportion=0.06301, over 8040.59 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3405, pruned_loss=0.1007, over 2478316.91 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07086, over 26367.15 utterances.], batch size: 182, lr: 1.49e-03
2022-08-20 12:26:31,948 INFO [train.py:927] (5/8) Epoch 1, batch 19800, giga_loss[loss=0.2731, simple_loss=0.3472, pruned_loss=0.09947, over 12376.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02808, over 70.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3481, pruned_loss=0.1079, over 2477470.27 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06809, over 24379.12 utterances.], libri_tot_loss[loss=0.3731, simple_loss=0.4076, pruned_loss=0.1708, over 2468001.95 frames. utt_duration=1232 frames, utt_pad_proportion=0.0621, over 8025.90 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3426, pruned_loss=0.1016, over 2478723.91 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06897, over 26178.38 utterances.], batch size: 70, lr: 1.48e-03
2022-08-20 12:28:23,037 INFO [train.py:927] (5/8) Epoch 1, batch 19850, giga_loss[loss=0.2549, simple_loss=0.3305, pruned_loss=0.08965, over 12360.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03269, over 104.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3466, pruned_loss=0.107, over 2477636.02 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06555, over 24213.52 utterances.], libri_tot_loss[loss=0.3727, simple_loss=0.4077, pruned_loss=0.1704, over 2468073.91 frames. utt_duration=1234 frames, utt_pad_proportion=0.06148, over 8010.60 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3413, pruned_loss=0.1015, over 2478699.75 frames. utt_duration=384.4 frames, utt_pad_proportion=0.0666, over 25874.05 utterances.], batch size: 104, lr: 1.48e-03
2022-08-20 12:30:18,380 INFO [train.py:927] (5/8) Epoch 1, batch 19900, giga_loss[loss=0.3283, simple_loss=0.3915, pruned_loss=0.1325, over 12231.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03193, over 42.00 utterances.], tot_loss[loss=0.2836, simple_loss=0.3494, pruned_loss=0.1089, over 2477701.92 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06421, over 24261.37 utterances.], libri_tot_loss[loss=0.3727, simple_loss=0.4078, pruned_loss=0.1703, over 2468079.84 frames. utt_duration=1236 frames, utt_pad_proportion=0.06082, over 7994.50 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3443, pruned_loss=0.1038, over 2478677.82 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06533, over 25810.47 utterances.], batch size: 42, lr: 1.48e-03
2022-08-20 12:32:00,359 INFO [train.py:927] (5/8) Epoch 1, batch 19950, giga_loss[loss=0.2831, simple_loss=0.3523, pruned_loss=0.107, over 12406.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03115, over 80.00 utterances.], tot_loss[loss=0.2946, simple_loss=0.3583, pruned_loss=0.1154, over 2477476.07 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06628, over 23103.06 utterances.], libri_tot_loss[loss=0.3718, simple_loss=0.4071, pruned_loss=0.1697, over 2468231.89 frames. utt_duration=1234 frames, utt_pad_proportion=0.06082, over 8011.67 utterances.], giga_tot_loss[loss=0.2874, simple_loss=0.3537, pruned_loss=0.1105, over 2478335.24 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06716, over 24687.66 utterances.], batch size: 80, lr: 1.48e-03
2022-08-20 12:33:42,921 INFO [train.py:927] (5/8) Epoch 1, batch 20000, giga_loss[loss=0.2904, simple_loss=0.3475, pruned_loss=0.1166, over 12357.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04047, over 145.00 utterances.], tot_loss[loss=0.2947, simple_loss=0.3566, pruned_loss=0.1164, over 2476940.15 frames. utt_duration=438 frames, utt_pad_proportion=0.06894, over 22685.49 utterances.], libri_tot_loss[loss=0.3709, simple_loss=0.4063, pruned_loss=0.1692, over 2468663.99 frames. utt_duration=1237 frames, utt_pad_proportion=0.05991, over 7990.60 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3528, pruned_loss=0.112, over 2477393.71 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06983, over 24231.73 utterances.], batch size: 145, lr: 1.48e-03
2022-08-20 12:35:30,232 INFO [train.py:927] (5/8) Epoch 1, batch 20050, giga_loss[loss=0.2747, simple_loss=0.3102, pruned_loss=0.1196, over 12359.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1948, over 365.00 utterances.], tot_loss[loss=0.2889, simple_loss=0.3502, pruned_loss=0.1138, over 2475493.33 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07049, over 22342.78 utterances.], libri_tot_loss[loss=0.3707, simple_loss=0.4066, pruned_loss=0.1688, over 2468560.49 frames. utt_duration=1242 frames, utt_pad_proportion=0.05882, over 7958.14 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3457, pruned_loss=0.1094, over 2476123.56 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07149, over 23924.04 utterances.], batch size: 365, lr: 1.48e-03
2022-08-20 12:37:12,734 INFO [train.py:927] (5/8) Epoch 1, batch 20100, giga_loss[loss=0.2441, simple_loss=0.3064, pruned_loss=0.09091, over 12386.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04489, over 146.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.34, pruned_loss=0.1089, over 2473950.68 frames. utt_duration=460.3 frames, utt_pad_proportion=0.0715, over 21560.47 utterances.], libri_tot_loss[loss=0.3694, simple_loss=0.4054, pruned_loss=0.168, over 2468336.94 frames. utt_duration=1248 frames, utt_pad_proportion=0.05778, over 7923.44 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3362, pruned_loss=0.1049, over 2474801.18 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07265, over 23166.83 utterances.], batch size: 146, lr: 1.47e-03
2022-08-20 12:38:55,522 INFO [train.py:927] (5/8) Epoch 1, batch 20150, giga_loss[loss=0.1921, simple_loss=0.2628, pruned_loss=0.06074, over 12205.00 frames. utt_duration=1879 frames, utt_pad_proportion=0.05667, over 26.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3324, pruned_loss=0.1049, over 2473153.79 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06664, over 20053.70 utterances.], libri_tot_loss[loss=0.3683, simple_loss=0.4043, pruned_loss=0.1674, over 2468226.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.05651, over 7903.56 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.328, pruned_loss=0.1002, over 2474092.78 frames. utt_duration=455.7 frames, utt_pad_proportion=0.06851, over 21784.12 utterances.], batch size: 26, lr: 1.47e-03
2022-08-20 12:40:36,055 INFO [train.py:927] (5/8) Epoch 1, batch 20200, giga_loss[loss=0.2205, simple_loss=0.2896, pruned_loss=0.07563, over 12349.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03034, over 70.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3265, pruned_loss=0.1018, over 2473309.79 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06322, over 19061.62 utterances.], libri_tot_loss[loss=0.3674, simple_loss=0.4035, pruned_loss=0.167, over 2468368.80 frames. utt_duration=1254 frames, utt_pad_proportion=0.05547, over 7884.23 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3221, pruned_loss=0.09704, over 2474043.08 frames. utt_duration=479 frames, utt_pad_proportion=0.06546, over 20720.45 utterances.], batch size: 70, lr: 1.47e-03
2022-08-20 12:42:17,378 INFO [train.py:927] (5/8) Epoch 1, batch 20250, giga_loss[loss=0.209, simple_loss=0.2754, pruned_loss=0.07129, over 12460.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03528, over 37.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3212, pruned_loss=0.09959, over 2473401.13 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06178, over 18862.57 utterances.], libri_tot_loss[loss=0.367, simple_loss=0.4029, pruned_loss=0.1668, over 2468248.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.05465, over 7865.71 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3167, pruned_loss=0.09475, over 2474173.14 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06402, over 20393.28 utterances.], batch size: 37, lr: 1.47e-03
2022-08-20 12:44:00,665 INFO [train.py:927] (5/8) Epoch 1, batch 20300, giga_loss[loss=0.2142, simple_loss=0.2847, pruned_loss=0.07184, over 12426.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04198, over 146.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3172, pruned_loss=0.09862, over 2473785.42 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06119, over 19126.77 utterances.], libri_tot_loss[loss=0.3689, simple_loss=0.4035, pruned_loss=0.1684, over 2468309.55 frames. utt_duration=1258 frames, utt_pad_proportion=0.05403, over 7855.74 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3121, pruned_loss=0.09258, over 2474404.65 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06324, over 20492.83 utterances.], batch size: 146, lr: 1.47e-03
2022-08-20 12:45:44,335 INFO [train.py:927] (5/8) Epoch 1, batch 20350, giga_loss[loss=0.2086, simple_loss=0.2766, pruned_loss=0.07035, over 12463.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02993, over 55.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3112, pruned_loss=0.09344, over 2474163.52 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05958, over 18731.98 utterances.], libri_tot_loss[loss=0.3696, simple_loss=0.4053, pruned_loss=0.1681, over 2467883.73 frames. utt_duration=1261 frames, utt_pad_proportion=0.05343, over 7838.01 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3042, pruned_loss=0.08792, over 2475123.85 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06159, over 19981.72 utterances.], batch size: 55, lr: 1.47e-03
2022-08-20 12:47:27,761 INFO [train.py:927] (5/8) Epoch 1, batch 20400, giga_loss[loss=0.3218, simple_loss=0.3755, pruned_loss=0.134, over 12385.00 frames. utt_duration=343.4 frames, utt_pad_proportion=0.03823, over 145.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3187, pruned_loss=0.09899, over 2474690.59 frames. utt_duration=519 frames, utt_pad_proportion=0.06277, over 19127.80 utterances.], libri_tot_loss[loss=0.3699, simple_loss=0.4057, pruned_loss=0.1682, over 2467880.72 frames. utt_duration=1256 frames, utt_pad_proportion=0.05354, over 7866.98 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3106, pruned_loss=0.09274, over 2475599.51 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06424, over 20367.24 utterances.], batch size: 145, lr: 1.46e-03
2022-08-20 12:49:10,483 INFO [train.py:927] (5/8) Epoch 1, batch 20450, libri_loss[loss=0.2957, simple_loss=0.3329, pruned_loss=0.1292, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01133, over 28.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3321, pruned_loss=0.1075, over 2474781.42 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06329, over 18619.20 utterances.], libri_tot_loss[loss=0.3693, simple_loss=0.405, pruned_loss=0.1679, over 2468162.60 frames. utt_duration=1226 frames, utt_pad_proportion=0.0628, over 8065.11 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3225, pruned_loss=0.09972, over 2475584.86 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06117, over 19947.74 utterances.], batch size: 28, lr: 1.46e-03
2022-08-20 12:50:54,254 INFO [train.py:927] (5/8) Epoch 1, batch 20500, giga_loss[loss=0.2878, simple_loss=0.3572, pruned_loss=0.1092, over 12365.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3402, pruned_loss=0.1111, over 2473733.96 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05989, over 17962.45 utterances.], libri_tot_loss[loss=0.3689, simple_loss=0.4045, pruned_loss=0.1677, over 2468008.89 frames. utt_duration=1230 frames, utt_pad_proportion=0.06188, over 8038.06 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3318, pruned_loss=0.1041, over 2474610.87 frames. utt_duration=516.5 frames, utt_pad_proportion=0.05869, over 19218.66 utterances.], batch size: 70, lr: 1.46e-03
2022-08-20 12:52:37,636 INFO [train.py:927] (5/8) Epoch 1, batch 20550, giga_loss[loss=0.2859, simple_loss=0.3392, pruned_loss=0.1163, over 12465.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03291, over 86.00 utterances.], tot_loss[loss=0.2855, simple_loss=0.3456, pruned_loss=0.1128, over 2474764.62 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05708, over 17806.36 utterances.], libri_tot_loss[loss=0.3688, simple_loss=0.4046, pruned_loss=0.1676, over 2467974.52 frames. utt_duration=1233 frames, utt_pad_proportion=0.06121, over 8017.61 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.338, pruned_loss=0.1066, over 2475557.46 frames. utt_duration=524.1 frames, utt_pad_proportion=0.05652, over 18945.17 utterances.], batch size: 86, lr: 1.46e-03
2022-08-20 12:54:20,873 INFO [train.py:927] (5/8) Epoch 1, batch 20600, giga_loss[loss=0.2815, simple_loss=0.3479, pruned_loss=0.1075, over 12344.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03304, over 51.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3487, pruned_loss=0.1153, over 2473490.07 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05849, over 17255.93 utterances.], libri_tot_loss[loss=0.3672, simple_loss=0.4033, pruned_loss=0.1666, over 2467606.01 frames. utt_duration=1235 frames, utt_pad_proportion=0.06051, over 8001.19 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.342, pruned_loss=0.1096, over 2474647.48 frames. utt_duration=537 frames, utt_pad_proportion=0.05815, over 18484.77 utterances.], batch size: 51, lr: 1.46e-03
2022-08-20 12:56:03,988 INFO [train.py:927] (5/8) Epoch 1, batch 20650, giga_loss[loss=0.3677, simple_loss=0.4172, pruned_loss=0.1591, over 12386.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04634, over 31.00 utterances.], tot_loss[loss=0.2965, simple_loss=0.3548, pruned_loss=0.1191, over 2473398.95 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06074, over 17742.19 utterances.], libri_tot_loss[loss=0.3673, simple_loss=0.4034, pruned_loss=0.1666, over 2467779.45 frames. utt_duration=1237 frames, utt_pad_proportion=0.05999, over 7987.13 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3485, pruned_loss=0.1136, over 2474262.06 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06059, over 18917.59 utterances.], batch size: 31, lr: 1.46e-03
2022-08-20 12:57:45,615 INFO [train.py:927] (5/8) Epoch 1, batch 20700, giga_loss[loss=0.292, simple_loss=0.3537, pruned_loss=0.1152, over 12340.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03446, over 62.00 utterances.], tot_loss[loss=0.2995, simple_loss=0.358, pruned_loss=0.1205, over 2473630.44 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06937, over 18279.65 utterances.], libri_tot_loss[loss=0.366, simple_loss=0.4023, pruned_loss=0.1659, over 2468078.44 frames. utt_duration=1229 frames, utt_pad_proportion=0.06351, over 8044.11 utterances.], giga_tot_loss[loss=0.2915, simple_loss=0.3525, pruned_loss=0.1153, over 2474234.01 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06771, over 19495.68 utterances.], batch size: 62, lr: 1.45e-03
2022-08-20 12:59:28,882 INFO [train.py:927] (5/8) Epoch 1, batch 20750, giga_loss[loss=0.3429, simple_loss=0.3804, pruned_loss=0.1526, over 12371.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07504, over 212.00 utterances.], tot_loss[loss=0.2977, simple_loss=0.358, pruned_loss=0.1187, over 2473677.31 frames. utt_duration=565 frames, utt_pad_proportion=0.06447, over 17558.62 utterances.], libri_tot_loss[loss=0.3636, simple_loss=0.4002, pruned_loss=0.1645, over 2468026.99 frames. utt_duration=1237 frames, utt_pad_proportion=0.06219, over 7991.44 utterances.], giga_tot_loss[loss=0.2917, simple_loss=0.3543, pruned_loss=0.1146, over 2474380.93 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06391, over 18844.22 utterances.], batch size: 212, lr: 1.45e-03
2022-08-20 13:01:10,476 INFO [train.py:927] (5/8) Epoch 1, batch 20800, giga_loss[loss=0.2606, simple_loss=0.34, pruned_loss=0.09056, over 12347.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03284, over 58.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3593, pruned_loss=0.1188, over 2474045.05 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06747, over 17313.19 utterances.], libri_tot_loss[loss=0.3638, simple_loss=0.4002, pruned_loss=0.1646, over 2468319.15 frames. utt_duration=1233 frames, utt_pad_proportion=0.0651, over 8014.07 utterances.], giga_tot_loss[loss=0.2909, simple_loss=0.3546, pruned_loss=0.1136, over 2474533.17 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06556, over 18672.91 utterances.], batch size: 58, lr: 1.45e-03
2022-08-20 13:02:54,238 INFO [train.py:927] (5/8) Epoch 1, batch 20850, libri_loss[loss=0.309, simple_loss=0.3624, pruned_loss=0.1278, over 12330.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01682, over 41.00 utterances.], tot_loss[loss=0.3035, simple_loss=0.3629, pruned_loss=0.122, over 2473857.50 frames. utt_duration=591.4 frames, utt_pad_proportion=0.06569, over 16775.57 utterances.], libri_tot_loss[loss=0.3648, simple_loss=0.4015, pruned_loss=0.1649, over 2467995.15 frames. utt_duration=1238 frames, utt_pad_proportion=0.06393, over 7983.16 utterances.], giga_tot_loss[loss=0.2952, simple_loss=0.3572, pruned_loss=0.1166, over 2474668.43 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06472, over 18094.94 utterances.], batch size: 41, lr: 1.45e-03
2022-08-20 13:04:38,523 INFO [train.py:927] (5/8) Epoch 1, batch 20900, giga_loss[loss=0.2937, simple_loss=0.3502, pruned_loss=0.1186, over 12361.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.0297, over 85.00 utterances.], tot_loss[loss=0.3059, simple_loss=0.3633, pruned_loss=0.1242, over 2473450.88 frames. utt_duration=586 frames, utt_pad_proportion=0.06419, over 16926.29 utterances.], libri_tot_loss[loss=0.3644, simple_loss=0.401, pruned_loss=0.1648, over 2468063.70 frames. utt_duration=1241 frames, utt_pad_proportion=0.06333, over 7962.52 utterances.], giga_tot_loss[loss=0.2988, simple_loss=0.3587, pruned_loss=0.1195, over 2474094.38 frames. utt_duration=548 frames, utt_pad_proportion=0.06376, over 18108.85 utterances.], batch size: 85, lr: 1.45e-03
2022-08-20 13:06:22,062 INFO [train.py:927] (5/8) Epoch 1, batch 20950, giga_loss[loss=0.2809, simple_loss=0.3379, pruned_loss=0.112, over 12324.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03505, over 51.00 utterances.], tot_loss[loss=0.3041, simple_loss=0.361, pruned_loss=0.1236, over 2473850.49 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06326, over 16915.92 utterances.], libri_tot_loss[loss=0.363, simple_loss=0.3995, pruned_loss=0.1641, over 2468338.53 frames. utt_duration=1236 frames, utt_pad_proportion=0.0655, over 7999.15 utterances.], giga_tot_loss[loss=0.2978, simple_loss=0.3575, pruned_loss=0.1191, over 2474280.25 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06198, over 18119.48 utterances.], batch size: 51, lr: 1.45e-03
2022-08-20 13:08:08,046 INFO [train.py:927] (5/8) Epoch 1, batch 21000, giga_loss[loss=0.3169, simple_loss=0.3694, pruned_loss=0.1322, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02641, over 45.00 utterances.], tot_loss[loss=0.3008, simple_loss=0.3589, pruned_loss=0.1214, over 2473576.96 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05879, over 16842.69 utterances.], libri_tot_loss[loss=0.3629, simple_loss=0.3993, pruned_loss=0.1641, over 2468174.64 frames. utt_duration=1238 frames, utt_pad_proportion=0.06506, over 7981.18 utterances.], giga_tot_loss[loss=0.2954, simple_loss=0.356, pruned_loss=0.1174, over 2474103.69 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05818, over 17883.04 utterances.], batch size: 45, lr: 1.44e-03
2022-08-20 13:08:08,047 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 13:08:21,333 INFO [train.py:967] (5/8) 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] (5/8) Epoch 1, batch 21050, giga_loss[loss=0.2404, simple_loss=0.3151, pruned_loss=0.08288, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02873, over 70.00 utterances.], tot_loss[loss=0.2947, simple_loss=0.3533, pruned_loss=0.1181, over 2473565.43 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06677, over 17525.58 utterances.], libri_tot_loss[loss=0.3621, simple_loss=0.3984, pruned_loss=0.1637, over 2467896.44 frames. utt_duration=1245 frames, utt_pad_proportion=0.06379, over 7941.49 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3504, pruned_loss=0.1138, over 2474418.88 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06637, over 18700.32 utterances.], batch size: 70, lr: 1.44e-03
2022-08-20 13:11:48,239 INFO [train.py:927] (5/8) Epoch 1, batch 21100, giga_loss[loss=0.2397, simple_loss=0.3003, pruned_loss=0.08958, over 12127.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04255, over 33.00 utterances.], tot_loss[loss=0.2859, simple_loss=0.3456, pruned_loss=0.1131, over 2473983.53 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06939, over 18368.18 utterances.], libri_tot_loss[loss=0.3608, simple_loss=0.3973, pruned_loss=0.163, over 2467891.05 frames. utt_duration=1250 frames, utt_pad_proportion=0.06266, over 7905.32 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3431, pruned_loss=0.1094, over 2474771.44 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06939, over 19563.68 utterances.], batch size: 33, lr: 1.44e-03
2022-08-20 13:13:30,609 INFO [train.py:927] (5/8) Epoch 1, batch 21150, giga_loss[loss=0.2562, simple_loss=0.3273, pruned_loss=0.0925, over 12459.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03049, over 75.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3452, pruned_loss=0.1131, over 2473384.99 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06621, over 17511.51 utterances.], libri_tot_loss[loss=0.3607, simple_loss=0.397, pruned_loss=0.163, over 2468003.67 frames. utt_duration=1239 frames, utt_pad_proportion=0.0654, over 7978.56 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3414, pruned_loss=0.1081, over 2474179.53 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06546, over 18836.55 utterances.], batch size: 75, lr: 1.44e-03
2022-08-20 13:15:18,549 INFO [train.py:927] (5/8) Epoch 1, batch 21200, libri_loss[loss=0.3397, simple_loss=0.3759, pruned_loss=0.1518, over 12423.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02271, over 43.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3442, pruned_loss=0.1126, over 2473175.14 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06807, over 17166.76 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3969, pruned_loss=0.1626, over 2468019.18 frames. utt_duration=1232 frames, utt_pad_proportion=0.06859, over 8022.74 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3396, pruned_loss=0.1073, over 2473963.22 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06597, over 18492.03 utterances.], batch size: 43, lr: 1.44e-03
2022-08-20 13:16:57,309 INFO [train.py:927] (5/8) Epoch 1, batch 21250, giga_loss[loss=0.2517, simple_loss=0.3227, pruned_loss=0.09032, over 12384.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.0436, over 31.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3381, pruned_loss=0.1085, over 2473216.65 frames. utt_duration=592.3 frames, utt_pad_proportion=0.06286, over 16745.08 utterances.], libri_tot_loss[loss=0.3595, simple_loss=0.396, pruned_loss=0.1622, over 2467774.34 frames. utt_duration=1232 frames, utt_pad_proportion=0.0688, over 8023.39 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3344, pruned_loss=0.104, over 2474115.20 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06136, over 17908.97 utterances.], batch size: 31, lr: 1.44e-03
2022-08-20 13:18:36,168 INFO [train.py:927] (5/8) Epoch 1, batch 21300, giga_loss[loss=0.214, simple_loss=0.2852, pruned_loss=0.07138, over 12214.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03017, over 42.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3338, pruned_loss=0.107, over 2472842.42 frames. utt_duration=617.8 frames, utt_pad_proportion=0.06073, over 16050.41 utterances.], libri_tot_loss[loss=0.3586, simple_loss=0.395, pruned_loss=0.1617, over 2467646.73 frames. utt_duration=1235 frames, utt_pad_proportion=0.06802, over 7999.61 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3299, pruned_loss=0.1021, over 2473832.63 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05991, over 17274.14 utterances.], batch size: 42, lr: 1.43e-03
2022-08-20 13:20:14,463 INFO [train.py:927] (5/8) Epoch 1, batch 21350, giga_loss[loss=0.2593, simple_loss=0.3201, pruned_loss=0.0992, over 12437.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0307, over 80.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3306, pruned_loss=0.1039, over 2472554.91 frames. utt_duration=636.3 frames, utt_pad_proportion=0.05608, over 15580.95 utterances.], libri_tot_loss[loss=0.3596, simple_loss=0.3969, pruned_loss=0.1619, over 2467417.62 frames. utt_duration=1238 frames, utt_pad_proportion=0.06757, over 7980.68 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3252, pruned_loss=0.09935, over 2473589.14 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05585, over 16629.65 utterances.], batch size: 80, lr: 1.43e-03
2022-08-20 13:21:55,710 INFO [train.py:927] (5/8) Epoch 1, batch 21400, giga_loss[loss=0.232, simple_loss=0.2915, pruned_loss=0.0862, over 12157.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.03714, over 28.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3291, pruned_loss=0.1041, over 2472023.73 frames. utt_duration=668.4 frames, utt_pad_proportion=0.05515, over 14826.94 utterances.], libri_tot_loss[loss=0.3593, simple_loss=0.3964, pruned_loss=0.1618, over 2467640.28 frames. utt_duration=1229 frames, utt_pad_proportion=0.06959, over 8038.48 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3219, pruned_loss=0.09773, over 2472914.74 frames. utt_duration=620.2 frames, utt_pad_proportion=0.05369, over 15988.76 utterances.], batch size: 28, lr: 1.43e-03
2022-08-20 13:23:33,544 INFO [train.py:927] (5/8) Epoch 1, batch 21450, giga_loss[loss=0.2959, simple_loss=0.3569, pruned_loss=0.1174, over 12352.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02965, over 70.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3271, pruned_loss=0.1033, over 2472960.34 frames. utt_duration=663.6 frames, utt_pad_proportion=0.05462, over 14940.37 utterances.], libri_tot_loss[loss=0.359, simple_loss=0.3961, pruned_loss=0.1617, over 2467722.80 frames. utt_duration=1230 frames, utt_pad_proportion=0.06871, over 8034.70 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3206, pruned_loss=0.09729, over 2473692.07 frames. utt_duration=620.3 frames, utt_pad_proportion=0.05379, over 15989.46 utterances.], batch size: 70, lr: 1.43e-03
2022-08-20 13:25:16,310 INFO [train.py:927] (5/8) Epoch 1, batch 21500, giga_loss[loss=0.2641, simple_loss=0.3287, pruned_loss=0.09979, over 12463.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03014, over 75.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3316, pruned_loss=0.1072, over 2472844.95 frames. utt_duration=623.9 frames, utt_pad_proportion=0.06218, over 15893.73 utterances.], libri_tot_loss[loss=0.3582, simple_loss=0.3952, pruned_loss=0.1612, over 2467883.48 frames. utt_duration=1235 frames, utt_pad_proportion=0.0675, over 8004.14 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3256, pruned_loss=0.1015, over 2473402.03 frames. utt_duration=586.2 frames, utt_pad_proportion=0.06161, over 16921.90 utterances.], batch size: 75, lr: 1.43e-03
2022-08-20 13:26:57,920 INFO [train.py:927] (5/8) Epoch 1, batch 21550, giga_loss[loss=0.3467, simple_loss=0.3935, pruned_loss=0.1499, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05278, over 161.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3392, pruned_loss=0.1129, over 2472337.43 frames. utt_duration=615.4 frames, utt_pad_proportion=0.05989, over 16108.59 utterances.], libri_tot_loss[loss=0.3564, simple_loss=0.3936, pruned_loss=0.1602, over 2467854.76 frames. utt_duration=1244 frames, utt_pad_proportion=0.066, over 7946.84 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3339, pruned_loss=0.1076, over 2472943.79 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06015, over 17234.80 utterances.], batch size: 161, lr: 1.43e-03
2022-08-20 13:28:37,394 INFO [train.py:927] (5/8) Epoch 1, batch 21600, giga_loss[loss=0.3044, simple_loss=0.3838, pruned_loss=0.1125, over 12319.00 frames. utt_duration=796.3 frames, utt_pad_proportion=0.03593, over 62.00 utterances.], tot_loss[loss=0.2883, simple_loss=0.346, pruned_loss=0.1153, over 2471841.25 frames. utt_duration=621.5 frames, utt_pad_proportion=0.05566, over 15946.85 utterances.], libri_tot_loss[loss=0.3569, simple_loss=0.3941, pruned_loss=0.1604, over 2468001.18 frames. utt_duration=1245 frames, utt_pad_proportion=0.06548, over 7940.40 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.341, pruned_loss=0.1106, over 2472224.74 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05628, over 16907.93 utterances.], batch size: 62, lr: 1.42e-03
2022-08-20 13:30:16,851 INFO [train.py:927] (5/8) Epoch 1, batch 21650, giga_loss[loss=0.3074, simple_loss=0.3696, pruned_loss=0.1226, over 12355.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02799, over 66.00 utterances.], tot_loss[loss=0.2971, simple_loss=0.3559, pruned_loss=0.1192, over 2471453.17 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05945, over 16676.34 utterances.], libri_tot_loss[loss=0.3588, simple_loss=0.3972, pruned_loss=0.1608, over 2467848.21 frames. utt_duration=1248 frames, utt_pad_proportion=0.06476, over 7917.43 utterances.], giga_tot_loss[loss=0.2889, simple_loss=0.3486, pruned_loss=0.1146, over 2471959.39 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06002, over 17573.68 utterances.], batch size: 66, lr: 1.42e-03
2022-08-20 13:31:57,131 INFO [train.py:927] (5/8) Epoch 1, batch 21700, giga_loss[loss=0.2662, simple_loss=0.3422, pruned_loss=0.09514, over 12253.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02755, over 54.00 utterances.], tot_loss[loss=0.2964, simple_loss=0.3554, pruned_loss=0.1188, over 2471632.80 frames. utt_duration=571.5 frames, utt_pad_proportion=0.063, over 17344.71 utterances.], libri_tot_loss[loss=0.3596, simple_loss=0.398, pruned_loss=0.1612, over 2468035.18 frames. utt_duration=1240 frames, utt_pad_proportion=0.06522, over 7970.56 utterances.], giga_tot_loss[loss=0.2871, simple_loss=0.3475, pruned_loss=0.1133, over 2472002.94 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06306, over 18323.29 utterances.], batch size: 54, lr: 1.42e-03
2022-08-20 13:33:38,421 INFO [train.py:927] (5/8) Epoch 1, batch 21750, giga_loss[loss=0.3546, simple_loss=0.3863, pruned_loss=0.1614, over 12351.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.103, over 257.00 utterances.], tot_loss[loss=0.2982, simple_loss=0.3566, pruned_loss=0.12, over 2472206.12 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06517, over 18565.92 utterances.], libri_tot_loss[loss=0.3597, simple_loss=0.3978, pruned_loss=0.1613, over 2468311.76 frames. utt_duration=1238 frames, utt_pad_proportion=0.0649, over 7985.13 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3497, pruned_loss=0.1147, over 2472308.24 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06518, over 19514.93 utterances.], batch size: 257, lr: 1.42e-03
2022-08-20 13:35:20,634 INFO [train.py:927] (5/8) Epoch 1, batch 21800, giga_loss[loss=0.3033, simple_loss=0.3686, pruned_loss=0.1191, over 12441.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04386, over 134.00 utterances.], tot_loss[loss=0.3006, simple_loss=0.3585, pruned_loss=0.1213, over 2472394.62 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06301, over 18447.62 utterances.], libri_tot_loss[loss=0.3593, simple_loss=0.397, pruned_loss=0.1614, over 2468227.70 frames. utt_duration=1242 frames, utt_pad_proportion=0.06373, over 7961.77 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.3524, pruned_loss=0.1158, over 2472683.22 frames. utt_duration=506.7 frames, utt_pad_proportion=0.0636, over 19576.42 utterances.], batch size: 134, lr: 1.42e-03
2022-08-20 13:37:01,751 INFO [train.py:927] (5/8) Epoch 1, batch 21850, giga_loss[loss=0.3168, simple_loss=0.381, pruned_loss=0.1264, over 12355.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.302, simple_loss=0.36, pruned_loss=0.122, over 2472946.79 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06137, over 18191.51 utterances.], libri_tot_loss[loss=0.359, simple_loss=0.3966, pruned_loss=0.1612, over 2468330.19 frames. utt_duration=1244 frames, utt_pad_proportion=0.06272, over 7944.70 utterances.], giga_tot_loss[loss=0.2945, simple_loss=0.3548, pruned_loss=0.1171, over 2473154.41 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06227, over 19274.68 utterances.], batch size: 58, lr: 1.42e-03
2022-08-20 13:38:43,243 INFO [train.py:927] (5/8) Epoch 1, batch 21900, giga_loss[loss=0.2987, simple_loss=0.3604, pruned_loss=0.1185, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03423, over 105.00 utterances.], tot_loss[loss=0.3035, simple_loss=0.3619, pruned_loss=0.1226, over 2473108.45 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06479, over 18602.85 utterances.], libri_tot_loss[loss=0.3604, simple_loss=0.3986, pruned_loss=0.1616, over 2468108.88 frames. utt_duration=1245 frames, utt_pad_proportion=0.06226, over 7938.24 utterances.], giga_tot_loss[loss=0.2958, simple_loss=0.3557, pruned_loss=0.118, over 2473523.03 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06553, over 19559.48 utterances.], batch size: 105, lr: 1.42e-03
2022-08-20 13:40:23,923 INFO [train.py:927] (5/8) Epoch 1, batch 21950, giga_loss[loss=0.2786, simple_loss=0.3529, pruned_loss=0.1021, over 12471.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04183, over 31.00 utterances.], tot_loss[loss=0.3051, simple_loss=0.3628, pruned_loss=0.1237, over 2471957.17 frames. utt_duration=559 frames, utt_pad_proportion=0.06306, over 17736.38 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3978, pruned_loss=0.1619, over 2467930.35 frames. utt_duration=1251 frames, utt_pad_proportion=0.06128, over 7903.16 utterances.], giga_tot_loss[loss=0.2978, simple_loss=0.3578, pruned_loss=0.1189, over 2472531.70 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06417, over 18761.13 utterances.], batch size: 31, lr: 1.41e-03
2022-08-20 13:42:05,092 INFO [train.py:927] (5/8) Epoch 1, batch 22000, giga_loss[loss=0.2706, simple_loss=0.3344, pruned_loss=0.1034, over 12462.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03188, over 86.00 utterances.], tot_loss[loss=0.3032, simple_loss=0.3625, pruned_loss=0.1219, over 2472127.43 frames. utt_duration=579.8 frames, utt_pad_proportion=0.059, over 17097.69 utterances.], libri_tot_loss[loss=0.3605, simple_loss=0.398, pruned_loss=0.162, over 2468045.62 frames. utt_duration=1243 frames, utt_pad_proportion=0.06222, over 7953.23 utterances.], giga_tot_loss[loss=0.2965, simple_loss=0.3579, pruned_loss=0.1176, over 2472526.71 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05973, over 17992.59 utterances.], batch size: 86, lr: 1.41e-03
2022-08-20 13:43:52,114 INFO [train.py:927] (5/8) Epoch 1, batch 22050, giga_loss[loss=0.2688, simple_loss=0.3374, pruned_loss=0.1001, over 12287.00 frames. utt_duration=965.3 frames, utt_pad_proportion=0.03184, over 51.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3614, pruned_loss=0.1203, over 2471956.27 frames. utt_duration=588.8 frames, utt_pad_proportion=0.0595, over 16835.21 utterances.], libri_tot_loss[loss=0.3605, simple_loss=0.3988, pruned_loss=0.1615, over 2467972.64 frames. utt_duration=1249 frames, utt_pad_proportion=0.06084, over 7915.06 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.356, pruned_loss=0.1161, over 2472478.73 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06065, over 17844.39 utterances.], batch size: 51, lr: 1.41e-03
2022-08-20 13:45:33,627 INFO [train.py:927] (5/8) Epoch 1, batch 22100, giga_loss[loss=0.3162, simple_loss=0.3842, pruned_loss=0.1241, over 12329.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03139, over 70.00 utterances.], tot_loss[loss=0.2999, simple_loss=0.3597, pruned_loss=0.12, over 2471734.09 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05911, over 16134.10 utterances.], libri_tot_loss[loss=0.3611, simple_loss=0.3988, pruned_loss=0.1621, over 2468074.57 frames. utt_duration=1247 frames, utt_pad_proportion=0.06079, over 7925.94 utterances.], giga_tot_loss[loss=0.2926, simple_loss=0.3546, pruned_loss=0.1153, over 2472120.65 frames. utt_duration=580.4 frames, utt_pad_proportion=0.06008, over 17082.63 utterances.], batch size: 70, lr: 1.41e-03
2022-08-20 13:47:13,945 INFO [train.py:927] (5/8) Epoch 1, batch 22150, giga_loss[loss=0.255, simple_loss=0.3305, pruned_loss=0.08981, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03355, over 62.00 utterances.], tot_loss[loss=0.2998, simple_loss=0.3598, pruned_loss=0.1199, over 2471592.94 frames. utt_duration=626.6 frames, utt_pad_proportion=0.05814, over 15815.43 utterances.], libri_tot_loss[loss=0.3619, simple_loss=0.3993, pruned_loss=0.1627, over 2468284.84 frames. utt_duration=1238 frames, utt_pad_proportion=0.06398, over 7985.61 utterances.], giga_tot_loss[loss=0.2916, simple_loss=0.3541, pruned_loss=0.1145, over 2471777.01 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05746, over 16736.85 utterances.], batch size: 62, lr: 1.41e-03
2022-08-20 13:48:54,977 INFO [train.py:927] (5/8) Epoch 1, batch 22200, giga_loss[loss=0.2884, simple_loss=0.3492, pruned_loss=0.1138, over 12322.00 frames. utt_duration=914 frames, utt_pad_proportion=0.02346, over 54.00 utterances.], tot_loss[loss=0.2989, simple_loss=0.3591, pruned_loss=0.1193, over 2470672.99 frames. utt_duration=622.7 frames, utt_pad_proportion=0.06179, over 15909.67 utterances.], libri_tot_loss[loss=0.3634, simple_loss=0.4003, pruned_loss=0.1637, over 2468042.48 frames. utt_duration=1235 frames, utt_pad_proportion=0.0641, over 8000.72 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.3532, pruned_loss=0.1135, over 2471091.40 frames. utt_duration=592.3 frames, utt_pad_proportion=0.06101, over 16730.92 utterances.], batch size: 54, lr: 1.41e-03
2022-08-20 13:50:35,447 INFO [train.py:927] (5/8) Epoch 1, batch 22250, libri_loss[loss=0.3331, simple_loss=0.3765, pruned_loss=0.1448, over 12450.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005823, over 32.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3552, pruned_loss=0.1165, over 2471432.08 frames. utt_duration=643.4 frames, utt_pad_proportion=0.05735, over 15400.47 utterances.], libri_tot_loss[loss=0.3627, simple_loss=0.3997, pruned_loss=0.1633, over 2468298.72 frames. utt_duration=1240 frames, utt_pad_proportion=0.06289, over 7969.05 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.35, pruned_loss=0.1113, over 2471586.74 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05741, over 16251.70 utterances.], batch size: 32, lr: 1.40e-03
2022-08-20 13:52:16,090 INFO [train.py:927] (5/8) Epoch 1, batch 22300, libri_loss[loss=0.3364, simple_loss=0.3785, pruned_loss=0.1472, over 12433.00 frames. utt_duration=755 frames, utt_pad_proportion=0.1381, over 66.00 utterances.], tot_loss[loss=0.2929, simple_loss=0.3534, pruned_loss=0.1162, over 2471576.48 frames. utt_duration=623.8 frames, utt_pad_proportion=0.06002, over 15886.46 utterances.], libri_tot_loss[loss=0.3607, simple_loss=0.3981, pruned_loss=0.162, over 2468087.13 frames. utt_duration=1239 frames, utt_pad_proportion=0.06265, over 7977.38 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3488, pruned_loss=0.1111, over 2472029.84 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05999, over 16904.20 utterances.], batch size: 66, lr: 1.40e-03
2022-08-20 13:53:56,875 INFO [train.py:927] (5/8) Epoch 1, batch 22350, giga_loss[loss=0.365, simple_loss=0.3952, pruned_loss=0.1674, over 12355.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.294, simple_loss=0.3532, pruned_loss=0.1174, over 2471771.34 frames. utt_duration=643.4 frames, utt_pad_proportion=0.05693, over 15402.94 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.3964, pruned_loss=0.1609, over 2468221.54 frames. utt_duration=1245 frames, utt_pad_proportion=0.05982, over 7940.88 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3481, pruned_loss=0.1113, over 2472231.55 frames. utt_duration=591.4 frames, utt_pad_proportion=0.05821, over 16763.27 utterances.], batch size: 258, lr: 1.40e-03
2022-08-20 13:55:38,879 INFO [train.py:927] (5/8) Epoch 1, batch 22400, giga_loss[loss=0.2623, simple_loss=0.3252, pruned_loss=0.09968, over 12384.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03093, over 62.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.3495, pruned_loss=0.1158, over 2471814.74 frames. utt_duration=667.9 frames, utt_pad_proportion=0.05568, over 14835.77 utterances.], libri_tot_loss[loss=0.3577, simple_loss=0.3954, pruned_loss=0.1603, over 2468312.11 frames. utt_duration=1237 frames, utt_pad_proportion=0.06307, over 7993.70 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.3447, pruned_loss=0.1098, over 2472211.74 frames. utt_duration=614.2 frames, utt_pad_proportion=0.05532, over 16138.32 utterances.], batch size: 62, lr: 1.40e-03
2022-08-20 13:57:21,039 INFO [train.py:927] (5/8) Epoch 1, batch 22450, giga_loss[loss=0.2157, simple_loss=0.2892, pruned_loss=0.0711, over 12117.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03397, over 30.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3445, pruned_loss=0.1126, over 2471148.13 frames. utt_duration=664.2 frames, utt_pad_proportion=0.0571, over 14916.12 utterances.], libri_tot_loss[loss=0.3578, simple_loss=0.3954, pruned_loss=0.1604, over 2468422.55 frames. utt_duration=1236 frames, utt_pad_proportion=0.06284, over 7996.74 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3405, pruned_loss=0.1077, over 2471383.88 frames. utt_duration=620.9 frames, utt_pad_proportion=0.05679, over 15959.86 utterances.], batch size: 30, lr: 1.40e-03
2022-08-20 13:59:02,012 INFO [train.py:927] (5/8) Epoch 1, batch 22500, giga_loss[loss=0.2641, simple_loss=0.3176, pruned_loss=0.1053, over 12443.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03677, over 37.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.345, pruned_loss=0.1122, over 2471856.49 frames. utt_duration=626.5 frames, utt_pad_proportion=0.05639, over 15820.60 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.396, pruned_loss=0.161, over 2468507.44 frames. utt_duration=1232 frames, utt_pad_proportion=0.06333, over 8021.75 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3411, pruned_loss=0.1075, over 2471974.64 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05594, over 16650.51 utterances.], batch size: 37, lr: 1.40e-03
2022-08-20 14:00:43,762 INFO [train.py:927] (5/8) Epoch 1, batch 22550, giga_loss[loss=0.2867, simple_loss=0.3568, pruned_loss=0.1083, over 12447.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03553, over 105.00 utterances.], tot_loss[loss=0.2952, simple_loss=0.3541, pruned_loss=0.1181, over 2472593.59 frames. utt_duration=575 frames, utt_pad_proportion=0.06429, over 17244.93 utterances.], libri_tot_loss[loss=0.363, simple_loss=0.4004, pruned_loss=0.1632, over 2468477.17 frames. utt_duration=1226 frames, utt_pad_proportion=0.06616, over 8066.27 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3461, pruned_loss=0.1113, over 2472793.38 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06244, over 18077.45 utterances.], batch size: 105, lr: 1.40e-03
2022-08-20 14:02:25,075 INFO [train.py:927] (5/8) Epoch 1, batch 22600, giga_loss[loss=0.282, simple_loss=0.3401, pruned_loss=0.112, over 12481.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03368, over 40.00 utterances.], tot_loss[loss=0.2928, simple_loss=0.3533, pruned_loss=0.1161, over 2473727.74 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06465, over 18268.30 utterances.], libri_tot_loss[loss=0.3636, simple_loss=0.4008, pruned_loss=0.1636, over 2468585.55 frames. utt_duration=1212 frames, utt_pad_proportion=0.07075, over 8157.47 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3458, pruned_loss=0.1096, over 2473877.49 frames. utt_duration=521.4 frames, utt_pad_proportion=0.0616, over 19033.57 utterances.], batch size: 40, lr: 1.39e-03
2022-08-20 14:04:05,659 INFO [train.py:927] (5/8) Epoch 1, batch 22650, libri_loss[loss=0.2905, simple_loss=0.3288, pruned_loss=0.1261, over 12242.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.042, over 27.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3524, pruned_loss=0.1154, over 2473274.14 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06024, over 17876.54 utterances.], libri_tot_loss[loss=0.3626, simple_loss=0.3997, pruned_loss=0.1631, over 2468399.69 frames. utt_duration=1219 frames, utt_pad_proportion=0.06914, over 8109.51 utterances.], giga_tot_loss[loss=0.282, simple_loss=0.3458, pruned_loss=0.1091, over 2473724.52 frames. utt_duration=526.4 frames, utt_pad_proportion=0.05847, over 18852.72 utterances.], batch size: 27, lr: 1.39e-03
2022-08-20 14:05:47,197 INFO [train.py:927] (5/8) Epoch 1, batch 22700, libri_loss[loss=0.387, simple_loss=0.4109, pruned_loss=0.1816, over 12351.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.00551, over 33.00 utterances.], tot_loss[loss=0.2925, simple_loss=0.3527, pruned_loss=0.1161, over 2473669.09 frames. utt_duration=561.9 frames, utt_pad_proportion=0.0576, over 17658.07 utterances.], libri_tot_loss[loss=0.3607, simple_loss=0.3982, pruned_loss=0.162, over 2468338.64 frames. utt_duration=1223 frames, utt_pad_proportion=0.06713, over 8083.46 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3463, pruned_loss=0.1096, over 2474334.91 frames. utt_duration=524 frames, utt_pad_proportion=0.05687, over 18942.81 utterances.], batch size: 33, lr: 1.39e-03
2022-08-20 14:07:29,483 INFO [train.py:927] (5/8) Epoch 1, batch 22750, giga_loss[loss=0.2806, simple_loss=0.3494, pruned_loss=0.1059, over 12347.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2943, simple_loss=0.3545, pruned_loss=0.117, over 2473050.83 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05518, over 17118.94 utterances.], libri_tot_loss[loss=0.3601, simple_loss=0.398, pruned_loss=0.1615, over 2468130.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.06615, over 8059.89 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3488, pruned_loss=0.1115, over 2473868.36 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05503, over 18327.45 utterances.], batch size: 62, lr: 1.39e-03
2022-08-20 14:09:09,785 INFO [train.py:927] (5/8) Epoch 1, batch 22800, giga_loss[loss=0.2776, simple_loss=0.3473, pruned_loss=0.1039, over 12423.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03677, over 113.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3551, pruned_loss=0.1167, over 2473527.42 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05333, over 16684.88 utterances.], libri_tot_loss[loss=0.3611, simple_loss=0.3991, pruned_loss=0.1618, over 2468382.57 frames. utt_duration=1222 frames, utt_pad_proportion=0.06595, over 8086.97 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3486, pruned_loss=0.111, over 2474075.13 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05327, over 17823.87 utterances.], batch size: 113, lr: 1.39e-03
2022-08-20 14:10:51,903 INFO [train.py:927] (5/8) Epoch 1, batch 22850, giga_loss[loss=0.2698, simple_loss=0.3438, pruned_loss=0.09788, over 12371.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.0284, over 70.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.3543, pruned_loss=0.1162, over 2473909.77 frames. utt_duration=595.7 frames, utt_pad_proportion=0.0573, over 16653.53 utterances.], libri_tot_loss[loss=0.3605, simple_loss=0.3984, pruned_loss=0.1616, over 2468359.69 frames. utt_duration=1224 frames, utt_pad_proportion=0.06518, over 8078.19 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3489, pruned_loss=0.111, over 2474469.51 frames. utt_duration=559.8 frames, utt_pad_proportion=0.0573, over 17726.88 utterances.], batch size: 70, lr: 1.39e-03
2022-08-20 14:12:30,572 INFO [train.py:927] (5/8) Epoch 1, batch 22900, giga_loss[loss=0.2756, simple_loss=0.3401, pruned_loss=0.1055, over 12445.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.2926, simple_loss=0.3532, pruned_loss=0.116, over 2473956.18 frames. utt_duration=593.8 frames, utt_pad_proportion=0.05757, over 16706.74 utterances.], libri_tot_loss[loss=0.3613, simple_loss=0.3986, pruned_loss=0.1622, over 2468317.01 frames. utt_duration=1214 frames, utt_pad_proportion=0.06787, over 8140.19 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3476, pruned_loss=0.1101, over 2474594.33 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05645, over 17751.01 utterances.], batch size: 105, lr: 1.39e-03
2022-08-20 14:14:09,498 INFO [train.py:927] (5/8) Epoch 1, batch 22950, giga_loss[loss=0.3156, simple_loss=0.38, pruned_loss=0.1256, over 12378.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04562, over 146.00 utterances.], tot_loss[loss=0.2908, simple_loss=0.3528, pruned_loss=0.1144, over 2473341.57 frames. utt_duration=594.1 frames, utt_pad_proportion=0.06025, over 16695.34 utterances.], libri_tot_loss[loss=0.362, simple_loss=0.4006, pruned_loss=0.162, over 2468485.84 frames. utt_duration=1210 frames, utt_pad_proportion=0.0682, over 8170.08 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3447, pruned_loss=0.1081, over 2473917.93 frames. utt_duration=556.3 frames, utt_pad_proportion=0.05902, over 17835.82 utterances.], batch size: 146, lr: 1.38e-03
2022-08-20 14:15:49,953 INFO [train.py:927] (5/8) Epoch 1, batch 23000, giga_loss[loss=0.2727, simple_loss=0.3456, pruned_loss=0.09995, over 12378.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02745, over 70.00 utterances.], tot_loss[loss=0.2904, simple_loss=0.3535, pruned_loss=0.1137, over 2473630.11 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06124, over 17526.16 utterances.], libri_tot_loss[loss=0.3618, simple_loss=0.4005, pruned_loss=0.1619, over 2468397.48 frames. utt_duration=1209 frames, utt_pad_proportion=0.06763, over 8175.06 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3461, pruned_loss=0.1077, over 2474265.84 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06036, over 18626.38 utterances.], batch size: 70, lr: 1.38e-03
2022-08-20 14:17:30,827 INFO [train.py:927] (5/8) Epoch 1, batch 23050, giga_loss[loss=0.2785, simple_loss=0.3447, pruned_loss=0.1061, over 12368.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03244, over 51.00 utterances.], tot_loss[loss=0.2904, simple_loss=0.353, pruned_loss=0.114, over 2474242.43 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06195, over 17887.16 utterances.], libri_tot_loss[loss=0.3613, simple_loss=0.3999, pruned_loss=0.1616, over 2468408.66 frames. utt_duration=1212 frames, utt_pad_proportion=0.06618, over 8153.86 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3461, pruned_loss=0.108, over 2474924.59 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06172, over 19086.93 utterances.], batch size: 51, lr: 1.38e-03
2022-08-20 14:19:09,268 INFO [train.py:927] (5/8) Epoch 1, batch 23100, giga_loss[loss=0.2577, simple_loss=0.3233, pruned_loss=0.09601, over 12410.00 frames. utt_duration=436.9 frames, utt_pad_proportion=0.04604, over 114.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3502, pruned_loss=0.1135, over 2473875.13 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06176, over 17787.51 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3992, pruned_loss=0.161, over 2468423.23 frames. utt_duration=1215 frames, utt_pad_proportion=0.06545, over 8136.70 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3448, pruned_loss=0.1087, over 2474469.19 frames. utt_duration=526 frames, utt_pad_proportion=0.06183, over 18871.90 utterances.], batch size: 114, lr: 1.38e-03
2022-08-20 14:20:47,817 INFO [train.py:927] (5/8) Epoch 1, batch 23150, giga_loss[loss=0.3589, simple_loss=0.3974, pruned_loss=0.1603, over 12427.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06127, over 183.00 utterances.], tot_loss[loss=0.288, simple_loss=0.3482, pruned_loss=0.1139, over 2473477.57 frames. utt_duration=581 frames, utt_pad_proportion=0.06003, over 17074.64 utterances.], libri_tot_loss[loss=0.3581, simple_loss=0.3975, pruned_loss=0.1596, over 2468152.69 frames. utt_duration=1221 frames, utt_pad_proportion=0.06404, over 8094.50 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3431, pruned_loss=0.1091, over 2474455.79 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06075, over 18426.71 utterances.], batch size: 183, lr: 1.38e-03
2022-08-20 14:22:30,666 INFO [train.py:927] (5/8) Epoch 1, batch 23200, giga_loss[loss=0.2602, simple_loss=0.3165, pruned_loss=0.1019, over 12377.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3441, pruned_loss=0.1122, over 2473202.41 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05987, over 17181.88 utterances.], libri_tot_loss[loss=0.358, simple_loss=0.3972, pruned_loss=0.1596, over 2468047.77 frames. utt_duration=1222 frames, utt_pad_proportion=0.06369, over 8088.61 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3399, pruned_loss=0.108, over 2474115.07 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06056, over 18329.86 utterances.], batch size: 91, lr: 1.38e-03
2022-08-20 14:24:11,752 INFO [train.py:927] (5/8) Epoch 1, batch 23250, giga_loss[loss=0.2311, simple_loss=0.299, pruned_loss=0.08162, over 12333.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03376, over 58.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3434, pruned_loss=0.1131, over 2474059.29 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05947, over 17217.13 utterances.], libri_tot_loss[loss=0.3624, simple_loss=0.4003, pruned_loss=0.1625, over 2468322.36 frames. utt_duration=1220 frames, utt_pad_proportion=0.06323, over 8102.44 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3361, pruned_loss=0.1061, over 2474656.26 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06014, over 18321.94 utterances.], batch size: 58, lr: 1.38e-03
2022-08-20 14:25:54,273 INFO [train.py:927] (5/8) Epoch 1, batch 23300, giga_loss[loss=0.3188, simple_loss=0.3604, pruned_loss=0.1386, over 12366.00 frames. utt_duration=138 frames, utt_pad_proportion=0.188, over 362.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3422, pruned_loss=0.112, over 2474041.97 frames. utt_duration=569.4 frames, utt_pad_proportion=0.0636, over 17426.13 utterances.], libri_tot_loss[loss=0.3605, simple_loss=0.3986, pruned_loss=0.1615, over 2468609.53 frames. utt_duration=1228 frames, utt_pad_proportion=0.062, over 8053.93 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3362, pruned_loss=0.1059, over 2474424.81 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06434, over 18610.24 utterances.], batch size: 362, lr: 1.37e-03
2022-08-20 14:27:33,736 INFO [train.py:927] (5/8) Epoch 1, batch 23350, giga_loss[loss=0.2712, simple_loss=0.346, pruned_loss=0.09818, over 12342.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03372, over 104.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3448, pruned_loss=0.1124, over 2474282.25 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06244, over 17611.81 utterances.], libri_tot_loss[loss=0.3596, simple_loss=0.398, pruned_loss=0.1609, over 2468642.25 frames. utt_duration=1228 frames, utt_pad_proportion=0.06116, over 8051.76 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3393, pruned_loss=0.1069, over 2474675.57 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06345, over 18788.86 utterances.], batch size: 104, lr: 1.37e-03
2022-08-20 14:29:14,039 INFO [train.py:927] (5/8) Epoch 1, batch 23400, libri_loss[loss=0.3059, simple_loss=0.3506, pruned_loss=0.1306, over 12127.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005713, over 32.00 utterances.], tot_loss[loss=0.287, simple_loss=0.347, pruned_loss=0.1135, over 2473351.78 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05992, over 17487.84 utterances.], libri_tot_loss[loss=0.3576, simple_loss=0.3964, pruned_loss=0.1596, over 2468492.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.06119, over 8075.30 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3421, pruned_loss=0.1085, over 2473997.51 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06088, over 18762.66 utterances.], batch size: 32, lr: 1.37e-03
2022-08-20 14:31:00,286 INFO [train.py:927] (5/8) Epoch 1, batch 23450, libri_loss[loss=0.3994, simple_loss=0.4733, pruned_loss=0.1627, over 12406.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02164, over 43.00 utterances.], tot_loss[loss=0.2949, simple_loss=0.3535, pruned_loss=0.1182, over 2473946.74 frames. utt_duration=555.7 frames, utt_pad_proportion=0.0621, over 17856.77 utterances.], libri_tot_loss[loss=0.358, simple_loss=0.3972, pruned_loss=0.1596, over 2468821.62 frames. utt_duration=1223 frames, utt_pad_proportion=0.0608, over 8085.08 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3482, pruned_loss=0.1137, over 2474231.08 frames. utt_duration=522.7 frames, utt_pad_proportion=0.0629, over 18989.13 utterances.], batch size: 43, lr: 1.37e-03
2022-08-20 14:32:43,968 INFO [train.py:927] (5/8) Epoch 1, batch 23500, giga_loss[loss=0.337, simple_loss=0.3799, pruned_loss=0.147, over 12347.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3628, pruned_loss=0.125, over 2474254.32 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06196, over 18562.35 utterances.], libri_tot_loss[loss=0.3575, simple_loss=0.397, pruned_loss=0.1592, over 2468524.28 frames. utt_duration=1223 frames, utt_pad_proportion=0.06081, over 8084.63 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.3581, pruned_loss=0.121, over 2474814.43 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06255, over 19628.87 utterances.], batch size: 97, lr: 1.37e-03
2022-08-20 14:34:30,191 INFO [train.py:927] (5/8) Epoch 1, batch 23550, giga_loss[loss=0.3792, simple_loss=0.4142, pruned_loss=0.1721, over 12362.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03232, over 104.00 utterances.], tot_loss[loss=0.3217, simple_loss=0.3729, pruned_loss=0.1353, over 2475119.23 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06205, over 19286.50 utterances.], libri_tot_loss[loss=0.3575, simple_loss=0.3964, pruned_loss=0.1595, over 2468591.73 frames. utt_duration=1227 frames, utt_pad_proportion=0.06018, over 8057.49 utterances.], giga_tot_loss[loss=0.3162, simple_loss=0.3693, pruned_loss=0.1315, over 2475578.81 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06275, over 20290.25 utterances.], batch size: 104, lr: 1.37e-03
2022-08-20 14:36:14,988 INFO [train.py:927] (5/8) Epoch 1, batch 23600, giga_loss[loss=0.3529, simple_loss=0.3984, pruned_loss=0.1538, over 12406.00 frames. utt_duration=753.2 frames, utt_pad_proportion=0.02558, over 66.00 utterances.], tot_loss[loss=0.3382, simple_loss=0.3845, pruned_loss=0.146, over 2474789.54 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06497, over 19811.62 utterances.], libri_tot_loss[loss=0.3617, simple_loss=0.3994, pruned_loss=0.1622, over 2468050.63 frames. utt_duration=1221 frames, utt_pad_proportion=0.06233, over 8093.66 utterances.], giga_tot_loss[loss=0.3291, simple_loss=0.3782, pruned_loss=0.14, over 2475900.60 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06473, over 21020.44 utterances.], batch size: 66, lr: 1.37e-03
2022-08-20 14:38:02,668 INFO [train.py:927] (5/8) Epoch 1, batch 23650, giga_loss[loss=0.4172, simple_loss=0.4235, pruned_loss=0.2054, over 12374.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.3473, simple_loss=0.3906, pruned_loss=0.152, over 2474665.43 frames. utt_duration=459.2 frames, utt_pad_proportion=0.08043, over 21624.73 utterances.], libri_tot_loss[loss=0.3617, simple_loss=0.4002, pruned_loss=0.1618, over 2468125.23 frames. utt_duration=1225 frames, utt_pad_proportion=0.06112, over 8068.62 utterances.], giga_tot_loss[loss=0.3396, simple_loss=0.3847, pruned_loss=0.1473, over 2475635.39 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08003, over 22912.64 utterances.], batch size: 369, lr: 1.36e-03
2022-08-20 14:39:51,954 INFO [train.py:927] (5/8) Epoch 1, batch 23700, giga_loss[loss=0.2926, simple_loss=0.3499, pruned_loss=0.1176, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03489, over 40.00 utterances.], tot_loss[loss=0.3522, simple_loss=0.3942, pruned_loss=0.1551, over 2475239.41 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07953, over 21296.62 utterances.], libri_tot_loss[loss=0.3609, simple_loss=0.3997, pruned_loss=0.1613, over 2468299.10 frames. utt_duration=1231 frames, utt_pad_proportion=0.05956, over 8032.86 utterances.], giga_tot_loss[loss=0.3464, simple_loss=0.3896, pruned_loss=0.1516, over 2476083.31 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07996, over 22790.27 utterances.], batch size: 40, lr: 1.36e-03
2022-08-20 14:41:39,745 INFO [train.py:927] (5/8) Epoch 1, batch 23750, giga_loss[loss=0.2997, simple_loss=0.361, pruned_loss=0.1193, over 12374.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03209, over 51.00 utterances.], tot_loss[loss=0.3494, simple_loss=0.3914, pruned_loss=0.1537, over 2473776.89 frames. utt_duration=483.5 frames, utt_pad_proportion=0.08026, over 20529.03 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3991, pruned_loss=0.1609, over 2467723.92 frames. utt_duration=1235 frames, utt_pad_proportion=0.05846, over 8001.32 utterances.], giga_tot_loss[loss=0.3451, simple_loss=0.3882, pruned_loss=0.151, over 2475118.65 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08107, over 22033.58 utterances.], batch size: 51, lr: 1.36e-03
2022-08-20 14:43:24,418 INFO [train.py:927] (5/8) Epoch 1, batch 23800, giga_loss[loss=0.3574, simple_loss=0.4061, pruned_loss=0.1543, over 12291.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03393, over 28.00 utterances.], tot_loss[loss=0.3496, simple_loss=0.3918, pruned_loss=0.1537, over 2473970.38 frames. utt_duration=461.3 frames, utt_pad_proportion=0.08247, over 21518.31 utterances.], libri_tot_loss[loss=0.3596, simple_loss=0.3984, pruned_loss=0.1605, over 2467860.69 frames. utt_duration=1239 frames, utt_pad_proportion=0.05766, over 7977.41 utterances.], giga_tot_loss[loss=0.3467, simple_loss=0.3897, pruned_loss=0.1518, over 2475013.89 frames. utt_duration=432.4 frames, utt_pad_proportion=0.08333, over 22973.94 utterances.], batch size: 28, lr: 1.36e-03
2022-08-20 14:45:10,590 INFO [train.py:927] (5/8) Epoch 1, batch 23850, giga_loss[loss=0.3337, simple_loss=0.3759, pruned_loss=0.1458, over 12366.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04026, over 145.00 utterances.], tot_loss[loss=0.3501, simple_loss=0.3924, pruned_loss=0.1539, over 2473588.78 frames. utt_duration=464.3 frames, utt_pad_proportion=0.08014, over 21378.41 utterances.], libri_tot_loss[loss=0.36, simple_loss=0.3987, pruned_loss=0.1608, over 2467958.46 frames. utt_duration=1234 frames, utt_pad_proportion=0.05771, over 8012.28 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.3903, pruned_loss=0.152, over 2474485.03 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08116, over 22824.98 utterances.], batch size: 145, lr: 1.36e-03
2022-08-20 14:47:00,792 INFO [train.py:927] (5/8) Epoch 1, batch 23900, giga_loss[loss=0.3236, simple_loss=0.3842, pruned_loss=0.1315, over 12288.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02598, over 54.00 utterances.], tot_loss[loss=0.3438, simple_loss=0.3894, pruned_loss=0.1491, over 2473976.65 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07597, over 20836.68 utterances.], libri_tot_loss[loss=0.3588, simple_loss=0.3982, pruned_loss=0.1599, over 2468388.82 frames. utt_duration=1238 frames, utt_pad_proportion=0.05681, over 7983.40 utterances.], giga_tot_loss[loss=0.3422, simple_loss=0.388, pruned_loss=0.1482, over 2474451.62 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07747, over 22295.82 utterances.], batch size: 54, lr: 1.36e-03
2022-08-20 14:48:45,004 INFO [train.py:927] (5/8) Epoch 1, batch 23950, giga_loss[loss=0.3033, simple_loss=0.3719, pruned_loss=0.1173, over 12374.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03031, over 85.00 utterances.], tot_loss[loss=0.3399, simple_loss=0.3875, pruned_loss=0.1461, over 2473809.26 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07634, over 21137.19 utterances.], libri_tot_loss[loss=0.3589, simple_loss=0.3992, pruned_loss=0.1595, over 2468143.41 frames. utt_duration=1241 frames, utt_pad_proportion=0.05617, over 7963.74 utterances.], giga_tot_loss[loss=0.3383, simple_loss=0.3854, pruned_loss=0.1456, over 2474493.64 frames. utt_duration=441.7 frames, utt_pad_proportion=0.0778, over 22484.19 utterances.], batch size: 85, lr: 1.36e-03
2022-08-20 14:50:28,834 INFO [train.py:927] (5/8) Epoch 1, batch 24000, libri_loss[loss=0.3217, simple_loss=0.3778, pruned_loss=0.1328, over 12186.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00538, over 33.00 utterances.], tot_loss[loss=0.3379, simple_loss=0.3865, pruned_loss=0.1446, over 2473821.83 frames. utt_duration=476.6 frames, utt_pad_proportion=0.0729, over 20825.56 utterances.], libri_tot_loss[loss=0.359, simple_loss=0.3999, pruned_loss=0.1592, over 2468128.07 frames. utt_duration=1244 frames, utt_pad_proportion=0.05494, over 7948.02 utterances.], giga_tot_loss[loss=0.3359, simple_loss=0.3839, pruned_loss=0.144, over 2474576.66 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07487, over 22294.02 utterances.], batch size: 33, lr: 1.35e-03
2022-08-20 14:50:28,835 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 14:50:43,959 INFO [train.py:967] (5/8) 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 14:52:38,973 INFO [train.py:927] (5/8) Epoch 1, batch 24050, giga_loss[loss=0.3451, simple_loss=0.381, pruned_loss=0.1546, over 12388.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04131, over 133.00 utterances.], tot_loss[loss=0.3339, simple_loss=0.3837, pruned_loss=0.142, over 2473441.58 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07469, over 20837.50 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.4, pruned_loss=0.1589, over 2468277.24 frames. utt_duration=1246 frames, utt_pad_proportion=0.05431, over 7934.84 utterances.], giga_tot_loss[loss=0.3323, simple_loss=0.3813, pruned_loss=0.1416, over 2473990.69 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07642, over 22175.43 utterances.], batch size: 133, lr: 1.35e-03
2022-08-20 14:54:23,176 INFO [train.py:927] (5/8) Epoch 1, batch 24100, giga_loss[loss=0.3465, simple_loss=0.3952, pruned_loss=0.1489, over 12370.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07556, over 212.00 utterances.], tot_loss[loss=0.3293, simple_loss=0.3818, pruned_loss=0.1384, over 2473278.29 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06986, over 19753.57 utterances.], libri_tot_loss[loss=0.3579, simple_loss=0.3992, pruned_loss=0.1584, over 2468187.35 frames. utt_duration=1248 frames, utt_pad_proportion=0.05372, over 7920.50 utterances.], giga_tot_loss[loss=0.328, simple_loss=0.3801, pruned_loss=0.1379, over 2473947.80 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07199, over 21239.92 utterances.], batch size: 212, lr: 1.35e-03
2022-08-20 14:56:07,839 INFO [train.py:927] (5/8) Epoch 1, batch 24150, libri_loss[loss=0.344, simple_loss=0.3743, pruned_loss=0.1568, over 12341.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006656, over 33.00 utterances.], tot_loss[loss=0.3309, simple_loss=0.3824, pruned_loss=0.1397, over 2473317.05 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07055, over 19892.56 utterances.], libri_tot_loss[loss=0.3571, simple_loss=0.3984, pruned_loss=0.158, over 2467866.36 frames. utt_duration=1251 frames, utt_pad_proportion=0.05284, over 7897.57 utterances.], giga_tot_loss[loss=0.33, simple_loss=0.3814, pruned_loss=0.1393, over 2474280.78 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07262, over 21369.90 utterances.], batch size: 33, lr: 1.35e-03
2022-08-20 14:57:49,929 INFO [train.py:927] (5/8) Epoch 1, batch 24200, libri_loss[loss=0.3819, simple_loss=0.4467, pruned_loss=0.1586, over 12391.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03846, over 46.00 utterances.], tot_loss[loss=0.3344, simple_loss=0.3821, pruned_loss=0.1434, over 2473341.92 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06518, over 19348.45 utterances.], libri_tot_loss[loss=0.3612, simple_loss=0.399, pruned_loss=0.1618, over 2467846.88 frames. utt_duration=1255 frames, utt_pad_proportion=0.05184, over 7876.15 utterances.], giga_tot_loss[loss=0.329, simple_loss=0.3802, pruned_loss=0.1389, over 2474270.84 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06769, over 20876.03 utterances.], batch size: 46, lr: 1.35e-03
2022-08-20 14:59:32,050 INFO [train.py:927] (5/8) Epoch 1, batch 24250, giga_loss[loss=0.3591, simple_loss=0.3835, pruned_loss=0.1674, over 12404.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1097, over 260.00 utterances.], tot_loss[loss=0.3321, simple_loss=0.3798, pruned_loss=0.1422, over 2473410.43 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06931, over 19547.96 utterances.], libri_tot_loss[loss=0.3595, simple_loss=0.3977, pruned_loss=0.1607, over 2467841.07 frames. utt_duration=1257 frames, utt_pad_proportion=0.05129, over 7861.17 utterances.], giga_tot_loss[loss=0.3285, simple_loss=0.379, pruned_loss=0.1391, over 2474321.66 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07138, over 21164.30 utterances.], batch size: 260, lr: 1.35e-03
2022-08-20 15:01:16,592 INFO [train.py:927] (5/8) Epoch 1, batch 24300, giga_loss[loss=0.3396, simple_loss=0.3834, pruned_loss=0.1479, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05255, over 161.00 utterances.], tot_loss[loss=0.3284, simple_loss=0.3785, pruned_loss=0.1392, over 2473303.12 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07009, over 19331.33 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.397, pruned_loss=0.1603, over 2467876.56 frames. utt_duration=1237 frames, utt_pad_proportion=0.05944, over 7989.43 utterances.], giga_tot_loss[loss=0.3253, simple_loss=0.3779, pruned_loss=0.1364, over 2474169.75 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06943, over 20889.45 utterances.], batch size: 161, lr: 1.35e-03
2022-08-20 15:03:03,607 INFO [train.py:927] (5/8) Epoch 1, batch 24350, giga_loss[loss=0.3458, simple_loss=0.3772, pruned_loss=0.1572, over 12401.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07309, over 212.00 utterances.], tot_loss[loss=0.3271, simple_loss=0.3776, pruned_loss=0.1384, over 2474008.75 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07399, over 20107.94 utterances.], libri_tot_loss[loss=0.3592, simple_loss=0.3976, pruned_loss=0.1605, over 2468202.88 frames. utt_duration=1225 frames, utt_pad_proportion=0.06385, over 8068.21 utterances.], giga_tot_loss[loss=0.3238, simple_loss=0.3762, pruned_loss=0.1357, over 2474469.26 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07173, over 21428.01 utterances.], batch size: 212, lr: 1.35e-03
2022-08-20 15:04:44,798 INFO [train.py:927] (5/8) Epoch 1, batch 24400, giga_loss[loss=0.2924, simple_loss=0.3514, pruned_loss=0.1167, over 12440.00 frames. utt_duration=859.4 frames, utt_pad_proportion=0.02563, over 58.00 utterances.], tot_loss[loss=0.3266, simple_loss=0.3775, pruned_loss=0.1378, over 2473631.28 frames. utt_duration=486 frames, utt_pad_proportion=0.07491, over 20419.64 utterances.], libri_tot_loss[loss=0.3599, simple_loss=0.3991, pruned_loss=0.1604, over 2467949.89 frames. utt_duration=1227 frames, utt_pad_proportion=0.0629, over 8052.93 utterances.], giga_tot_loss[loss=0.3228, simple_loss=0.3748, pruned_loss=0.1354, over 2474325.44 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07344, over 21698.72 utterances.], batch size: 58, lr: 1.34e-03
2022-08-20 15:06:28,337 INFO [train.py:927] (5/8) Epoch 1, batch 24450, giga_loss[loss=0.2744, simple_loss=0.3385, pruned_loss=0.1052, over 12352.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.3252, simple_loss=0.3755, pruned_loss=0.1374, over 2474079.26 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07781, over 20406.85 utterances.], libri_tot_loss[loss=0.3588, simple_loss=0.3982, pruned_loss=0.1598, over 2467772.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06139, over 8004.00 utterances.], giga_tot_loss[loss=0.322, simple_loss=0.3734, pruned_loss=0.1353, over 2474982.57 frames. utt_duration=454 frames, utt_pad_proportion=0.07708, over 21874.98 utterances.], batch size: 70, lr: 1.34e-03
2022-08-20 15:08:12,221 INFO [train.py:927] (5/8) Epoch 1, batch 24500, giga_loss[loss=0.3522, simple_loss=0.3716, pruned_loss=0.1664, over 12372.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2008, over 368.00 utterances.], tot_loss[loss=0.3236, simple_loss=0.3738, pruned_loss=0.1367, over 2474416.35 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07371, over 20991.36 utterances.], libri_tot_loss[loss=0.3586, simple_loss=0.3978, pruned_loss=0.1598, over 2467684.03 frames. utt_duration=1235 frames, utt_pad_proportion=0.06072, over 7998.93 utterances.], giga_tot_loss[loss=0.3208, simple_loss=0.3722, pruned_loss=0.1347, over 2475307.97 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07363, over 22333.50 utterances.], batch size: 368, lr: 1.34e-03
2022-08-20 15:09:53,331 INFO [train.py:927] (5/8) Epoch 1, batch 24550, giga_loss[loss=0.3852, simple_loss=0.4032, pruned_loss=0.1835, over 12409.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07684, over 213.00 utterances.], tot_loss[loss=0.3211, simple_loss=0.3727, pruned_loss=0.1347, over 2474319.83 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07037, over 20502.93 utterances.], libri_tot_loss[loss=0.3577, simple_loss=0.3971, pruned_loss=0.1592, over 2467692.28 frames. utt_duration=1238 frames, utt_pad_proportion=0.05977, over 7980.12 utterances.], giga_tot_loss[loss=0.319, simple_loss=0.3717, pruned_loss=0.1331, over 2475123.19 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07085, over 21812.52 utterances.], batch size: 213, lr: 1.34e-03
2022-08-20 15:11:37,176 INFO [train.py:927] (5/8) Epoch 1, batch 24600, giga_loss[loss=0.449, simple_loss=0.4382, pruned_loss=0.2299, over 12363.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.321, simple_loss=0.3731, pruned_loss=0.1345, over 2473928.97 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06983, over 19697.47 utterances.], libri_tot_loss[loss=0.3569, simple_loss=0.3966, pruned_loss=0.1588, over 2467623.90 frames. utt_duration=1241 frames, utt_pad_proportion=0.05872, over 7964.12 utterances.], giga_tot_loss[loss=0.319, simple_loss=0.372, pruned_loss=0.133, over 2474776.58 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07069, over 21086.41 utterances.], batch size: 258, lr: 1.34e-03
2022-08-20 15:13:23,862 INFO [train.py:927] (5/8) Epoch 1, batch 24650, giga_loss[loss=0.2968, simple_loss=0.3455, pruned_loss=0.1241, over 12371.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02701, over 66.00 utterances.], tot_loss[loss=0.3253, simple_loss=0.3752, pruned_loss=0.1377, over 2473575.72 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07327, over 19984.72 utterances.], libri_tot_loss[loss=0.3565, simple_loss=0.3959, pruned_loss=0.1587, over 2467373.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0579, over 7931.09 utterances.], giga_tot_loss[loss=0.3235, simple_loss=0.3746, pruned_loss=0.1362, over 2474588.05 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07411, over 21333.08 utterances.], batch size: 66, lr: 1.34e-03
2022-08-20 15:15:04,041 INFO [train.py:927] (5/8) Epoch 1, batch 24700, giga_loss[loss=0.3756, simple_loss=0.393, pruned_loss=0.1791, over 12384.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.0785, over 213.00 utterances.], tot_loss[loss=0.3253, simple_loss=0.3745, pruned_loss=0.138, over 2473767.81 frames. utt_duration=511 frames, utt_pad_proportion=0.06767, over 19420.34 utterances.], libri_tot_loss[loss=0.3553, simple_loss=0.3948, pruned_loss=0.158, over 2467230.16 frames. utt_duration=1247 frames, utt_pad_proportion=0.05782, over 7923.89 utterances.], giga_tot_loss[loss=0.3242, simple_loss=0.3745, pruned_loss=0.137, over 2474846.93 frames. utt_duration=478.1 frames, utt_pad_proportion=0.0688, over 20767.02 utterances.], batch size: 213, lr: 1.34e-03
2022-08-20 15:16:48,191 INFO [train.py:927] (5/8) Epoch 1, batch 24750, giga_loss[loss=0.3104, simple_loss=0.3645, pruned_loss=0.1282, over 12390.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03032, over 62.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.3775, pruned_loss=0.1399, over 2473837.29 frames. utt_duration=493.2 frames, utt_pad_proportion=0.0714, over 20124.82 utterances.], libri_tot_loss[loss=0.356, simple_loss=0.3965, pruned_loss=0.1579, over 2467154.19 frames. utt_duration=1247 frames, utt_pad_proportion=0.05775, over 7926.12 utterances.], giga_tot_loss[loss=0.3267, simple_loss=0.3757, pruned_loss=0.1388, over 2474878.26 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07215, over 21399.51 utterances.], batch size: 62, lr: 1.33e-03
2022-08-20 15:18:27,531 INFO [train.py:927] (5/8) Epoch 1, batch 24800, giga_loss[loss=0.2928, simple_loss=0.3484, pruned_loss=0.1186, over 12444.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03442, over 86.00 utterances.], tot_loss[loss=0.3243, simple_loss=0.3752, pruned_loss=0.1367, over 2473868.02 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06657, over 19695.98 utterances.], libri_tot_loss[loss=0.3555, simple_loss=0.3959, pruned_loss=0.1577, over 2467383.39 frames. utt_duration=1248 frames, utt_pad_proportion=0.05723, over 7914.69 utterances.], giga_tot_loss[loss=0.3227, simple_loss=0.374, pruned_loss=0.1357, over 2474617.62 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06767, over 20924.74 utterances.], batch size: 86, lr: 1.33e-03
2022-08-20 15:20:11,382 INFO [train.py:927] (5/8) Epoch 1, batch 24850, giga_loss[loss=0.2912, simple_loss=0.351, pruned_loss=0.1157, over 12150.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04087, over 33.00 utterances.], tot_loss[loss=0.324, simple_loss=0.3739, pruned_loss=0.1371, over 2473525.80 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06676, over 19634.08 utterances.], libri_tot_loss[loss=0.3549, simple_loss=0.3951, pruned_loss=0.1575, over 2467676.13 frames. utt_duration=1240 frames, utt_pad_proportion=0.05825, over 7967.51 utterances.], giga_tot_loss[loss=0.3223, simple_loss=0.3729, pruned_loss=0.1358, over 2474064.43 frames. utt_duration=474 frames, utt_pad_proportion=0.06742, over 20941.77 utterances.], batch size: 33, lr: 1.33e-03
2022-08-20 15:21:52,484 INFO [train.py:927] (5/8) Epoch 1, batch 24900, giga_loss[loss=0.3477, simple_loss=0.3964, pruned_loss=0.1495, over 12406.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02521, over 48.00 utterances.], tot_loss[loss=0.3237, simple_loss=0.3728, pruned_loss=0.1373, over 2474343.01 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06943, over 19646.58 utterances.], libri_tot_loss[loss=0.3541, simple_loss=0.3943, pruned_loss=0.157, over 2467918.66 frames. utt_duration=1242 frames, utt_pad_proportion=0.05731, over 7956.97 utterances.], giga_tot_loss[loss=0.322, simple_loss=0.372, pruned_loss=0.136, over 2474789.17 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07027, over 21153.00 utterances.], batch size: 48, lr: 1.33e-03
2022-08-20 15:23:38,586 INFO [train.py:927] (5/8) Epoch 1, batch 24950, giga_loss[loss=0.2939, simple_loss=0.3723, pruned_loss=0.1077, over 12421.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03057, over 80.00 utterances.], tot_loss[loss=0.3267, simple_loss=0.3764, pruned_loss=0.1385, over 2475024.26 frames. utt_duration=494.1 frames, utt_pad_proportion=0.0674, over 20095.10 utterances.], libri_tot_loss[loss=0.3543, simple_loss=0.3944, pruned_loss=0.1572, over 2467984.41 frames. utt_duration=1232 frames, utt_pad_proportion=0.05869, over 8019.38 utterances.], giga_tot_loss[loss=0.3247, simple_loss=0.3754, pruned_loss=0.1371, over 2475398.90 frames. utt_duration=464.6 frames, utt_pad_proportion=0.06784, over 21378.21 utterances.], batch size: 80, lr: 1.33e-03
2022-08-20 15:25:18,294 INFO [train.py:927] (5/8) Epoch 1, batch 25000, giga_loss[loss=0.3753, simple_loss=0.4099, pruned_loss=0.1704, over 12432.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05442, over 162.00 utterances.], tot_loss[loss=0.3288, simple_loss=0.3789, pruned_loss=0.1394, over 2475619.84 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07278, over 21147.51 utterances.], libri_tot_loss[loss=0.3532, simple_loss=0.3937, pruned_loss=0.1565, over 2468015.14 frames. utt_duration=1236 frames, utt_pad_proportion=0.05837, over 7996.63 utterances.], giga_tot_loss[loss=0.3276, simple_loss=0.3784, pruned_loss=0.1385, over 2476104.49 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07312, over 22560.42 utterances.], batch size: 162, lr: 1.33e-03
2022-08-20 15:26:59,828 INFO [train.py:927] (5/8) Epoch 1, batch 25050, giga_loss[loss=0.3907, simple_loss=0.4188, pruned_loss=0.1813, over 12417.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06193, over 183.00 utterances.], tot_loss[loss=0.3311, simple_loss=0.381, pruned_loss=0.1406, over 2474871.17 frames. utt_duration=479.5 frames, utt_pad_proportion=0.06992, over 20708.49 utterances.], libri_tot_loss[loss=0.3527, simple_loss=0.3935, pruned_loss=0.1561, over 2468012.76 frames. utt_duration=1236 frames, utt_pad_proportion=0.05802, over 7998.03 utterances.], giga_tot_loss[loss=0.3299, simple_loss=0.3803, pruned_loss=0.1398, over 2475481.72 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07061, over 22195.80 utterances.], batch size: 183, lr: 1.33e-03
2022-08-20 15:28:44,151 INFO [train.py:927] (5/8) Epoch 1, batch 25100, giga_loss[loss=0.312, simple_loss=0.3608, pruned_loss=0.1316, over 12412.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03551, over 37.00 utterances.], tot_loss[loss=0.3311, simple_loss=0.3802, pruned_loss=0.141, over 2475089.40 frames. utt_duration=479.2 frames, utt_pad_proportion=0.0736, over 20721.04 utterances.], libri_tot_loss[loss=0.3517, simple_loss=0.3926, pruned_loss=0.1555, over 2467935.20 frames. utt_duration=1225 frames, utt_pad_proportion=0.06123, over 8071.09 utterances.], giga_tot_loss[loss=0.3302, simple_loss=0.38, pruned_loss=0.1402, over 2475905.09 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07311, over 22395.95 utterances.], batch size: 37, lr: 1.33e-03
2022-08-20 15:30:27,264 INFO [train.py:927] (5/8) Epoch 1, batch 25150, giga_loss[loss=0.4165, simple_loss=0.4244, pruned_loss=0.2043, over 12380.00 frames. utt_duration=192 frames, utt_pad_proportion=0.111, over 260.00 utterances.], tot_loss[loss=0.3298, simple_loss=0.3783, pruned_loss=0.1406, over 2474923.57 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07524, over 21288.33 utterances.], libri_tot_loss[loss=0.3513, simple_loss=0.3922, pruned_loss=0.1553, over 2467912.29 frames. utt_duration=1224 frames, utt_pad_proportion=0.06092, over 8074.25 utterances.], giga_tot_loss[loss=0.329, simple_loss=0.3783, pruned_loss=0.1399, over 2475756.30 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07496, over 22908.90 utterances.], batch size: 260, lr: 1.32e-03
2022-08-20 15:32:13,353 INFO [train.py:927] (5/8) Epoch 1, batch 25200, giga_loss[loss=0.3012, simple_loss=0.3437, pruned_loss=0.1294, over 12480.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04485, over 34.00 utterances.], tot_loss[loss=0.3264, simple_loss=0.3753, pruned_loss=0.1387, over 2475247.93 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07442, over 20587.33 utterances.], libri_tot_loss[loss=0.3501, simple_loss=0.3911, pruned_loss=0.1546, over 2467818.20 frames. utt_duration=1232 frames, utt_pad_proportion=0.05994, over 8022.91 utterances.], giga_tot_loss[loss=0.3263, simple_loss=0.3758, pruned_loss=0.1384, over 2476177.60 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07462, over 22212.00 utterances.], batch size: 34, lr: 1.32e-03
2022-08-20 15:33:56,014 INFO [train.py:927] (5/8) Epoch 1, batch 25250, giga_loss[loss=0.2726, simple_loss=0.3408, pruned_loss=0.1021, over 12396.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02545, over 91.00 utterances.], tot_loss[loss=0.3268, simple_loss=0.3747, pruned_loss=0.1395, over 2475562.36 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07514, over 20967.31 utterances.], libri_tot_loss[loss=0.3496, simple_loss=0.3906, pruned_loss=0.1544, over 2468102.13 frames. utt_duration=1222 frames, utt_pad_proportion=0.06306, over 8089.03 utterances.], giga_tot_loss[loss=0.3264, simple_loss=0.3751, pruned_loss=0.1388, over 2476328.91 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07451, over 22667.97 utterances.], batch size: 91, lr: 1.32e-03
2022-08-20 15:35:40,766 INFO [train.py:927] (5/8) Epoch 1, batch 25300, giga_loss[loss=0.3064, simple_loss=0.3811, pruned_loss=0.1158, over 12432.00 frames. utt_duration=905.3 frames, utt_pad_proportion=0.03275, over 55.00 utterances.], tot_loss[loss=0.3252, simple_loss=0.3748, pruned_loss=0.1378, over 2474918.87 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06992, over 20012.94 utterances.], libri_tot_loss[loss=0.3497, simple_loss=0.391, pruned_loss=0.1543, over 2467743.18 frames. utt_duration=1226 frames, utt_pad_proportion=0.06188, over 8061.56 utterances.], giga_tot_loss[loss=0.3241, simple_loss=0.3741, pruned_loss=0.137, over 2476036.58 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07025, over 21728.62 utterances.], batch size: 55, lr: 1.32e-03
2022-08-20 15:37:25,192 INFO [train.py:927] (5/8) Epoch 1, batch 25350, giga_loss[loss=0.3029, simple_loss=0.3575, pruned_loss=0.1242, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02826, over 70.00 utterances.], tot_loss[loss=0.3295, simple_loss=0.3777, pruned_loss=0.1407, over 2473874.91 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07365, over 20707.56 utterances.], libri_tot_loss[loss=0.3496, simple_loss=0.3907, pruned_loss=0.1543, over 2467404.84 frames. utt_duration=1219 frames, utt_pad_proportion=0.06529, over 8108.62 utterances.], giga_tot_loss[loss=0.3283, simple_loss=0.3772, pruned_loss=0.1397, over 2475178.71 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07255, over 22240.25 utterances.], batch size: 70, lr: 1.32e-03
2022-08-20 15:39:09,036 INFO [train.py:927] (5/8) Epoch 1, batch 25400, giga_loss[loss=0.2553, simple_loss=0.3325, pruned_loss=0.08905, over 12163.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03438, over 36.00 utterances.], tot_loss[loss=0.3273, simple_loss=0.3773, pruned_loss=0.1387, over 2473502.27 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07064, over 20103.21 utterances.], libri_tot_loss[loss=0.3481, simple_loss=0.3895, pruned_loss=0.1535, over 2467410.91 frames. utt_duration=1225 frames, utt_pad_proportion=0.06385, over 8067.35 utterances.], giga_tot_loss[loss=0.327, simple_loss=0.3776, pruned_loss=0.1382, over 2474778.14 frames. utt_duration=456.1 frames, utt_pad_proportion=0.0705, over 21772.34 utterances.], batch size: 36, lr: 1.32e-03
2022-08-20 15:40:53,786 INFO [train.py:927] (5/8) Epoch 1, batch 25450, giga_loss[loss=0.2807, simple_loss=0.3558, pruned_loss=0.1028, over 12331.00 frames. utt_duration=668.1 frames, utt_pad_proportion=0.02758, over 74.00 utterances.], tot_loss[loss=0.3284, simple_loss=0.3795, pruned_loss=0.1386, over 2474244.84 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07464, over 20790.83 utterances.], libri_tot_loss[loss=0.3478, simple_loss=0.3892, pruned_loss=0.1533, over 2467538.85 frames. utt_duration=1226 frames, utt_pad_proportion=0.06361, over 8059.01 utterances.], giga_tot_loss[loss=0.3283, simple_loss=0.38, pruned_loss=0.1383, over 2475158.49 frames. utt_duration=448.2 frames, utt_pad_proportion=0.0744, over 22160.97 utterances.], batch size: 74, lr: 1.32e-03
2022-08-20 15:42:38,355 INFO [train.py:927] (5/8) Epoch 1, batch 25500, giga_loss[loss=0.4156, simple_loss=0.4151, pruned_loss=0.208, over 12368.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2159, over 375.00 utterances.], tot_loss[loss=0.3345, simple_loss=0.384, pruned_loss=0.1425, over 2474252.57 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07992, over 21953.71 utterances.], libri_tot_loss[loss=0.3482, simple_loss=0.39, pruned_loss=0.1532, over 2467323.28 frames. utt_duration=1229 frames, utt_pad_proportion=0.06319, over 8039.46 utterances.], giga_tot_loss[loss=0.334, simple_loss=0.3834, pruned_loss=0.1422, over 2475232.60 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07963, over 23172.60 utterances.], batch size: 375, lr: 1.32e-03
2022-08-20 15:44:23,221 INFO [train.py:927] (5/8) Epoch 1, batch 25550, libri_loss[loss=0.3796, simple_loss=0.413, pruned_loss=0.1731, over 12363.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.0112, over 38.00 utterances.], tot_loss[loss=0.3356, simple_loss=0.3844, pruned_loss=0.1434, over 2474203.73 frames. utt_duration=443.1 frames, utt_pad_proportion=0.08322, over 22407.65 utterances.], libri_tot_loss[loss=0.3491, simple_loss=0.3908, pruned_loss=0.1537, over 2467308.35 frames. utt_duration=1233 frames, utt_pad_proportion=0.06228, over 8015.89 utterances.], giga_tot_loss[loss=0.3341, simple_loss=0.3831, pruned_loss=0.1426, over 2475134.87 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08328, over 23675.33 utterances.], batch size: 38, lr: 1.31e-03
2022-08-20 15:46:07,702 INFO [train.py:927] (5/8) Epoch 1, batch 25600, libri_loss[loss=0.3316, simple_loss=0.3822, pruned_loss=0.1405, over 12430.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03614, over 46.00 utterances.], tot_loss[loss=0.3314, simple_loss=0.3827, pruned_loss=0.14, over 2474341.49 frames. utt_duration=458.1 frames, utt_pad_proportion=0.08304, over 21675.75 utterances.], libri_tot_loss[loss=0.3481, simple_loss=0.39, pruned_loss=0.1531, over 2467287.29 frames. utt_duration=1232 frames, utt_pad_proportion=0.06179, over 8021.41 utterances.], giga_tot_loss[loss=0.3307, simple_loss=0.3822, pruned_loss=0.1396, over 2475273.11 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08349, over 23066.01 utterances.], batch size: 46, lr: 1.31e-03
2022-08-20 15:47:53,082 INFO [train.py:927] (5/8) Epoch 1, batch 25650, giga_loss[loss=0.2919, simple_loss=0.3673, pruned_loss=0.1083, over 12403.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.02416, over 66.00 utterances.], tot_loss[loss=0.3293, simple_loss=0.3813, pruned_loss=0.1387, over 2474575.86 frames. utt_duration=466.3 frames, utt_pad_proportion=0.08023, over 21296.00 utterances.], libri_tot_loss[loss=0.3479, simple_loss=0.3898, pruned_loss=0.1531, over 2467248.95 frames. utt_duration=1221 frames, utt_pad_proportion=0.0657, over 8094.64 utterances.], giga_tot_loss[loss=0.3287, simple_loss=0.381, pruned_loss=0.1382, over 2475458.97 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07959, over 22507.17 utterances.], batch size: 66, lr: 1.31e-03
2022-08-20 15:49:41,147 INFO [train.py:927] (5/8) Epoch 1, batch 25700, giga_loss[loss=0.3226, simple_loss=0.378, pruned_loss=0.1336, over 12374.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03549, over 122.00 utterances.], tot_loss[loss=0.3294, simple_loss=0.3803, pruned_loss=0.1392, over 2474339.66 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08142, over 21882.16 utterances.], libri_tot_loss[loss=0.3479, simple_loss=0.3898, pruned_loss=0.1531, over 2467248.95 frames. utt_duration=1221 frames, utt_pad_proportion=0.0657, over 8094.64 utterances.], giga_tot_loss[loss=0.3289, simple_loss=0.3801, pruned_loss=0.1389, over 2475026.99 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08089, over 22824.83 utterances.], batch size: 122, lr: 1.31e-03
2022-08-20 15:51:30,959 INFO [train.py:927] (5/8) Epoch 1, batch 25750, giga_loss[loss=0.2856, simple_loss=0.3448, pruned_loss=0.1132, over 12443.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03206, over 75.00 utterances.], tot_loss[loss=0.3291, simple_loss=0.3791, pruned_loss=0.1396, over 2474651.92 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08541, over 22858.93 utterances.], libri_tot_loss[loss=0.3481, simple_loss=0.3902, pruned_loss=0.153, over 2467156.19 frames. utt_duration=1222 frames, utt_pad_proportion=0.06519, over 8084.73 utterances.], giga_tot_loss[loss=0.3285, simple_loss=0.3785, pruned_loss=0.1392, over 2475330.74 frames. utt_duration=418.6 frames, utt_pad_proportion=0.08508, over 23735.40 utterances.], batch size: 75, lr: 1.31e-03
2022-08-20 15:53:13,066 INFO [train.py:927] (5/8) Epoch 1, batch 25800, giga_loss[loss=0.3792, simple_loss=0.4043, pruned_loss=0.1771, over 12415.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07593, over 213.00 utterances.], tot_loss[loss=0.3287, simple_loss=0.3786, pruned_loss=0.1394, over 2474688.70 frames. utt_duration=441.1 frames, utt_pad_proportion=0.08626, over 22515.13 utterances.], libri_tot_loss[loss=0.3485, simple_loss=0.3911, pruned_loss=0.153, over 2467303.98 frames. utt_duration=1215 frames, utt_pad_proportion=0.06844, over 8131.12 utterances.], giga_tot_loss[loss=0.3274, simple_loss=0.3771, pruned_loss=0.1389, over 2475256.57 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08511, over 23517.07 utterances.], batch size: 213, lr: 1.31e-03
2022-08-20 15:54:54,085 INFO [train.py:927] (5/8) Epoch 1, batch 25850, giga_loss[loss=0.284, simple_loss=0.3514, pruned_loss=0.1083, over 12379.00 frames. utt_duration=343 frames, utt_pad_proportion=0.0391, over 145.00 utterances.], tot_loss[loss=0.3219, simple_loss=0.3745, pruned_loss=0.1347, over 2475157.82 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07911, over 22449.87 utterances.], libri_tot_loss[loss=0.3486, simple_loss=0.3912, pruned_loss=0.1531, over 2467414.76 frames. utt_duration=1213 frames, utt_pad_proportion=0.06872, over 8144.69 utterances.], giga_tot_loss[loss=0.3206, simple_loss=0.3731, pruned_loss=0.134, over 2475574.04 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07844, over 23355.22 utterances.], batch size: 145, lr: 1.31e-03
2022-08-20 15:56:45,112 INFO [train.py:927] (5/8) Epoch 1, batch 25900, giga_loss[loss=0.3344, simple_loss=0.3864, pruned_loss=0.1412, over 12402.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03814, over 113.00 utterances.], tot_loss[loss=0.3187, simple_loss=0.3721, pruned_loss=0.1327, over 2475512.59 frames. utt_duration=432.8 frames, utt_pad_proportion=0.0783, over 22959.31 utterances.], libri_tot_loss[loss=0.3486, simple_loss=0.3912, pruned_loss=0.1531, over 2467414.76 frames. utt_duration=1213 frames, utt_pad_proportion=0.06872, over 8144.69 utterances.], giga_tot_loss[loss=0.3177, simple_loss=0.371, pruned_loss=0.1322, over 2475836.54 frames. utt_duration=420 frames, utt_pad_proportion=0.07781, over 23663.96 utterances.], batch size: 113, lr: 1.31e-03
2022-08-20 15:58:28,354 INFO [train.py:927] (5/8) Epoch 1, batch 25950, giga_loss[loss=0.2995, simple_loss=0.3548, pruned_loss=0.1221, over 12460.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04638, over 34.00 utterances.], tot_loss[loss=0.315, simple_loss=0.3695, pruned_loss=0.1302, over 2475580.11 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07204, over 21461.05 utterances.], libri_tot_loss[loss=0.3478, simple_loss=0.3913, pruned_loss=0.1522, over 2467529.51 frames. utt_duration=1222 frames, utt_pad_proportion=0.06712, over 8088.55 utterances.], giga_tot_loss[loss=0.3138, simple_loss=0.3678, pruned_loss=0.1299, over 2475985.73 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07242, over 22543.95 utterances.], batch size: 34, lr: 1.30e-03
2022-08-20 16:00:09,503 INFO [train.py:927] (5/8) Epoch 1, batch 26000, giga_loss[loss=0.2886, simple_loss=0.3575, pruned_loss=0.1098, over 12324.00 frames. utt_duration=705.8 frames, utt_pad_proportion=0.03186, over 70.00 utterances.], tot_loss[loss=0.3146, simple_loss=0.3688, pruned_loss=0.1302, over 2476044.39 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07369, over 21175.04 utterances.], libri_tot_loss[loss=0.3469, simple_loss=0.3903, pruned_loss=0.1518, over 2467915.33 frames. utt_duration=1223 frames, utt_pad_proportion=0.06638, over 8083.53 utterances.], giga_tot_loss[loss=0.3136, simple_loss=0.3678, pruned_loss=0.1298, over 2476239.09 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07422, over 22410.66 utterances.], batch size: 70, lr: 1.30e-03
2022-08-20 16:01:58,838 INFO [train.py:927] (5/8) Epoch 1, batch 26050, giga_loss[loss=0.3855, simple_loss=0.4045, pruned_loss=0.1832, over 12378.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1018, over 257.00 utterances.], tot_loss[loss=0.3135, simple_loss=0.3675, pruned_loss=0.1297, over 2476175.89 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07414, over 20724.43 utterances.], libri_tot_loss[loss=0.347, simple_loss=0.3901, pruned_loss=0.152, over 2468081.47 frames. utt_duration=1211 frames, utt_pad_proportion=0.07019, over 8163.05 utterances.], giga_tot_loss[loss=0.3118, simple_loss=0.3664, pruned_loss=0.1286, over 2476369.62 frames. utt_duration=453 frames, utt_pad_proportion=0.07343, over 21936.54 utterances.], batch size: 257, lr: 1.30e-03
2022-08-20 16:03:41,084 INFO [train.py:927] (5/8) Epoch 1, batch 26100, giga_loss[loss=0.308, simple_loss=0.368, pruned_loss=0.124, over 12364.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0321, over 97.00 utterances.], tot_loss[loss=0.3171, simple_loss=0.3694, pruned_loss=0.1324, over 2474940.12 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07895, over 21549.31 utterances.], libri_tot_loss[loss=0.3461, simple_loss=0.3891, pruned_loss=0.1516, over 2467609.75 frames. utt_duration=1208 frames, utt_pad_proportion=0.07262, over 8180.72 utterances.], giga_tot_loss[loss=0.3154, simple_loss=0.3686, pruned_loss=0.1311, over 2475770.20 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07753, over 22979.68 utterances.], batch size: 97, lr: 1.30e-03
2022-08-20 16:05:25,928 INFO [train.py:927] (5/8) Epoch 1, batch 26150, giga_loss[loss=0.3645, simple_loss=0.3854, pruned_loss=0.1718, over 12340.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2004, over 367.00 utterances.], tot_loss[loss=0.3209, simple_loss=0.3722, pruned_loss=0.1348, over 2474526.11 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08469, over 22540.31 utterances.], libri_tot_loss[loss=0.3458, simple_loss=0.3888, pruned_loss=0.1514, over 2467891.02 frames. utt_duration=1210 frames, utt_pad_proportion=0.0716, over 8166.16 utterances.], giga_tot_loss[loss=0.3193, simple_loss=0.3714, pruned_loss=0.1336, over 2475078.49 frames. utt_duration=415.3 frames, utt_pad_proportion=0.08363, over 23923.70 utterances.], batch size: 367, lr: 1.30e-03
2022-08-20 16:07:17,126 INFO [train.py:927] (5/8) Epoch 1, batch 26200, giga_loss[loss=0.3186, simple_loss=0.3789, pruned_loss=0.1291, over 12455.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.02781, over 55.00 utterances.], tot_loss[loss=0.3229, simple_loss=0.3738, pruned_loss=0.136, over 2474614.71 frames. utt_duration=429.2 frames, utt_pad_proportion=0.08752, over 23140.85 utterances.], libri_tot_loss[loss=0.3461, simple_loss=0.3893, pruned_loss=0.1515, over 2467988.57 frames. utt_duration=1210 frames, utt_pad_proportion=0.07132, over 8165.33 utterances.], giga_tot_loss[loss=0.3213, simple_loss=0.3727, pruned_loss=0.1349, over 2474994.43 frames. utt_duration=409.2 frames, utt_pad_proportion=0.08666, over 24282.45 utterances.], batch size: 55, lr: 1.30e-03
2022-08-20 16:09:05,290 INFO [train.py:927] (5/8) Epoch 1, batch 26250, giga_loss[loss=0.317, simple_loss=0.3718, pruned_loss=0.131, over 12411.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02788, over 58.00 utterances.], tot_loss[loss=0.3216, simple_loss=0.3743, pruned_loss=0.1345, over 2474722.04 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08632, over 22659.47 utterances.], libri_tot_loss[loss=0.3475, simple_loss=0.3911, pruned_loss=0.1521, over 2467818.10 frames. utt_duration=1211 frames, utt_pad_proportion=0.0706, over 8158.86 utterances.], giga_tot_loss[loss=0.3187, simple_loss=0.3717, pruned_loss=0.1329, over 2475277.37 frames. utt_duration=417.9 frames, utt_pad_proportion=0.08599, over 23772.25 utterances.], batch size: 58, lr: 1.30e-03
2022-08-20 16:10:51,167 INFO [train.py:927] (5/8) Epoch 1, batch 26300, giga_loss[loss=0.2925, simple_loss=0.343, pruned_loss=0.121, over 12423.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03772, over 86.00 utterances.], tot_loss[loss=0.3212, simple_loss=0.3732, pruned_loss=0.1346, over 2475165.71 frames. utt_duration=444.2 frames, utt_pad_proportion=0.08396, over 22359.97 utterances.], libri_tot_loss[loss=0.3473, simple_loss=0.3908, pruned_loss=0.152, over 2467920.99 frames. utt_duration=1213 frames, utt_pad_proportion=0.0698, over 8146.58 utterances.], giga_tot_loss[loss=0.3188, simple_loss=0.3711, pruned_loss=0.1332, over 2475603.46 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08412, over 23449.26 utterances.], batch size: 86, lr: 1.30e-03
2022-08-20 16:12:37,954 INFO [train.py:927] (5/8) Epoch 1, batch 26350, giga_loss[loss=0.3141, simple_loss=0.3718, pruned_loss=0.1281, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03933, over 133.00 utterances.], tot_loss[loss=0.3198, simple_loss=0.3719, pruned_loss=0.1338, over 2475900.50 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07888, over 21987.76 utterances.], libri_tot_loss[loss=0.3473, simple_loss=0.3908, pruned_loss=0.152, over 2467881.54 frames. utt_duration=1216 frames, utt_pad_proportion=0.06871, over 8128.73 utterances.], giga_tot_loss[loss=0.3174, simple_loss=0.37, pruned_loss=0.1324, over 2476423.99 frames. utt_duration=430 frames, utt_pad_proportion=0.07965, over 23116.00 utterances.], batch size: 133, lr: 1.30e-03
2022-08-20 16:14:18,691 INFO [train.py:927] (5/8) Epoch 1, batch 26400, giga_loss[loss=0.3031, simple_loss=0.3626, pruned_loss=0.1218, over 12380.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02719, over 91.00 utterances.], tot_loss[loss=0.319, simple_loss=0.3703, pruned_loss=0.1338, over 2475864.52 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07684, over 21124.95 utterances.], libri_tot_loss[loss=0.3458, simple_loss=0.3891, pruned_loss=0.1513, over 2468203.13 frames. utt_duration=1224 frames, utt_pad_proportion=0.06702, over 8077.85 utterances.], giga_tot_loss[loss=0.3173, simple_loss=0.3695, pruned_loss=0.1326, over 2476327.06 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07826, over 22614.71 utterances.], batch size: 91, lr: 1.29e-03
2022-08-20 16:16:01,404 INFO [train.py:927] (5/8) Epoch 1, batch 26450, giga_loss[loss=0.3114, simple_loss=0.3705, pruned_loss=0.1261, over 12362.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.3218, simple_loss=0.3728, pruned_loss=0.1354, over 2475347.87 frames. utt_duration=464.9 frames, utt_pad_proportion=0.08475, over 21363.55 utterances.], libri_tot_loss[loss=0.3471, simple_loss=0.3905, pruned_loss=0.152, over 2468423.80 frames. utt_duration=1186 frames, utt_pad_proportion=0.07977, over 8332.86 utterances.], giga_tot_loss[loss=0.3188, simple_loss=0.3706, pruned_loss=0.1336, over 2475647.51 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08144, over 22548.63 utterances.], batch size: 62, lr: 1.29e-03
2022-08-20 16:17:45,007 INFO [train.py:927] (5/8) Epoch 1, batch 26500, giga_loss[loss=0.4573, simple_loss=0.4486, pruned_loss=0.233, over 12400.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.0996, over 257.00 utterances.], tot_loss[loss=0.3267, simple_loss=0.3752, pruned_loss=0.1391, over 2475285.67 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08752, over 22256.98 utterances.], libri_tot_loss[loss=0.3476, simple_loss=0.3905, pruned_loss=0.1524, over 2468421.68 frames. utt_duration=1183 frames, utt_pad_proportion=0.07999, over 8354.20 utterances.], giga_tot_loss[loss=0.3239, simple_loss=0.3733, pruned_loss=0.1373, over 2475550.19 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08484, over 23220.52 utterances.], batch size: 257, lr: 1.29e-03
2022-08-20 16:19:28,165 INFO [train.py:927] (5/8) Epoch 1, batch 26550, giga_loss[loss=0.3996, simple_loss=0.4077, pruned_loss=0.1957, over 12329.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 366.00 utterances.], tot_loss[loss=0.3318, simple_loss=0.3778, pruned_loss=0.1429, over 2475616.03 frames. utt_duration=433.3 frames, utt_pad_proportion=0.09363, over 22931.89 utterances.], libri_tot_loss[loss=0.3518, simple_loss=0.3927, pruned_loss=0.1555, over 2468435.28 frames. utt_duration=1163 frames, utt_pad_proportion=0.08524, over 8503.42 utterances.], giga_tot_loss[loss=0.3253, simple_loss=0.374, pruned_loss=0.1383, over 2475947.45 frames. utt_duration=417.2 frames, utt_pad_proportion=0.08968, over 23822.66 utterances.], batch size: 366, lr: 1.29e-03
2022-08-20 16:21:11,343 INFO [train.py:927] (5/8) Epoch 1, batch 26600, giga_loss[loss=0.2964, simple_loss=0.3586, pruned_loss=0.1171, over 12141.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03609, over 36.00 utterances.], tot_loss[loss=0.3366, simple_loss=0.3841, pruned_loss=0.1446, over 2474754.17 frames. utt_duration=435.6 frames, utt_pad_proportion=0.09422, over 22799.36 utterances.], libri_tot_loss[loss=0.357, simple_loss=0.3988, pruned_loss=0.1577, over 2468585.83 frames. utt_duration=1139 frames, utt_pad_proportion=0.09269, over 8678.68 utterances.], giga_tot_loss[loss=0.3262, simple_loss=0.3752, pruned_loss=0.1387, over 2474965.16 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08851, over 23536.24 utterances.], batch size: 36, lr: 1.29e-03
2022-08-20 16:21:41,531 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-20 16:24:05,112 INFO [train.py:927] (5/8) Epoch 2, batch 50, giga_loss[loss=0.2978, simple_loss=0.3684, pruned_loss=0.1136, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03616, over 30.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3706, pruned_loss=0.1157, over 547087.44 frames. utt_duration=607.3 frames, utt_pad_proportion=0.05901, over 3611.94 utterances.], libri_tot_loss[loss=0.3187, simple_loss=0.3968, pruned_loss=0.1203, over 48944.03 frames. utt_duration=1235 frames, utt_pad_proportion=0.02581, over 158.71 utterances.], giga_tot_loss[loss=0.2998, simple_loss=0.3686, pruned_loss=0.1155, over 508227.58 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06052, over 3513.12 utterances.], batch size: 30, lr: 1.28e-03
2022-08-20 16:25:48,752 INFO [train.py:927] (5/8) Epoch 2, batch 100, giga_loss[loss=0.2017, simple_loss=0.2814, pruned_loss=0.06096, over 12321.00 frames. utt_duration=748 frames, utt_pad_proportion=0.03111, over 66.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.343, pruned_loss=0.1039, over 973891.03 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06669, over 7068.64 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3657, pruned_loss=0.1135, over 132154.93 frames. utt_duration=1165 frames, utt_pad_proportion=0.08738, over 454.44 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.341, pruned_loss=0.1031, over 889374.10 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06562, over 6877.67 utterances.], batch size: 66, lr: 1.28e-03
2022-08-20 16:27:33,852 INFO [train.py:927] (5/8) Epoch 2, batch 150, giga_loss[loss=0.2177, simple_loss=0.2756, pruned_loss=0.07991, over 12401.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.04104, over 40.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3233, pruned_loss=0.09308, over 1307434.98 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06897, over 9804.22 utterances.], libri_tot_loss[loss=0.2872, simple_loss=0.3566, pruned_loss=0.1089, over 167183.57 frames. utt_duration=1228 frames, utt_pad_proportion=0.07315, over 545.14 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3212, pruned_loss=0.09207, over 1222903.58 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06903, over 9692.09 utterances.], batch size: 40, lr: 1.28e-03
2022-08-20 16:29:13,598 INFO [train.py:927] (5/8) Epoch 2, batch 200, giga_loss[loss=0.2324, simple_loss=0.2911, pruned_loss=0.08683, over 12374.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07023, over 211.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3137, pruned_loss=0.08983, over 1566325.47 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06705, over 12317.02 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3609, pruned_loss=0.1172, over 235556.48 frames. utt_duration=1267 frames, utt_pad_proportion=0.0548, over 744.35 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3093, pruned_loss=0.08685, over 1470773.27 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06802, over 12330.09 utterances.], batch size: 211, lr: 1.28e-03
2022-08-20 16:30:51,969 INFO [train.py:927] (5/8) Epoch 2, batch 250, giga_loss[loss=0.2391, simple_loss=0.2966, pruned_loss=0.09074, over 12416.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07215, over 212.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3079, pruned_loss=0.08713, over 1767057.49 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07038, over 14099.27 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3592, pruned_loss=0.1164, over 301607.47 frames. utt_duration=1191 frames, utt_pad_proportion=0.08404, over 1014.31 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3026, pruned_loss=0.08381, over 1669081.39 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06915, over 14192.29 utterances.], batch size: 212, lr: 1.28e-03
2022-08-20 16:32:29,881 INFO [train.py:927] (5/8) Epoch 2, batch 300, giga_loss[loss=0.2152, simple_loss=0.2838, pruned_loss=0.07332, over 12338.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03366, over 51.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3066, pruned_loss=0.08582, over 1923913.73 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06853, over 14635.21 utterances.], libri_tot_loss[loss=0.3146, simple_loss=0.3789, pruned_loss=0.1252, over 355281.80 frames. utt_duration=1129 frames, utt_pad_proportion=0.1018, over 1260.57 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.2975, pruned_loss=0.08072, over 1831845.12 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06593, over 14791.43 utterances.], batch size: 51, lr: 1.28e-03
2022-08-20 16:34:10,007 INFO [train.py:927] (5/8) Epoch 2, batch 350, giga_loss[loss=0.202, simple_loss=0.2716, pruned_loss=0.06622, over 12412.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.03471, over 43.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3039, pruned_loss=0.08472, over 2046209.96 frames. utt_duration=513.5 frames, utt_pad_proportion=0.07387, over 15986.90 utterances.], libri_tot_loss[loss=0.3143, simple_loss=0.3779, pruned_loss=0.1254, over 427936.97 frames. utt_duration=1050 frames, utt_pad_proportion=0.1294, over 1632.04 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.2942, pruned_loss=0.07922, over 1957083.26 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06839, over 16207.61 utterances.], batch size: 43, lr: 1.28e-03
2022-08-20 16:35:53,128 INFO [train.py:927] (5/8) Epoch 2, batch 400, giga_loss[loss=0.1852, simple_loss=0.2504, pruned_loss=0.05998, over 12434.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03543, over 86.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.2992, pruned_loss=0.08183, over 2140670.54 frames. utt_duration=529.6 frames, utt_pad_proportion=0.07243, over 16214.00 utterances.], libri_tot_loss[loss=0.3133, simple_loss=0.3769, pruned_loss=0.1248, over 488590.07 frames. utt_duration=1079 frames, utt_pad_proportion=0.116, over 1812.99 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2894, pruned_loss=0.07629, over 2058985.92 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06876, over 16608.52 utterances.], batch size: 86, lr: 1.28e-03
2022-08-20 16:37:34,054 INFO [train.py:927] (5/8) Epoch 2, batch 450, libri_loss[loss=0.2853, simple_loss=0.3973, pruned_loss=0.08663, over 12201.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01019, over 29.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.2967, pruned_loss=0.07854, over 2213771.31 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06872, over 16516.51 utterances.], libri_tot_loss[loss=0.3141, simple_loss=0.3853, pruned_loss=0.1215, over 546817.64 frames. utt_duration=1120 frames, utt_pad_proportion=0.1062, over 1955.90 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2844, pruned_loss=0.0735, over 2140876.23 frames. utt_duration=502.2 frames, utt_pad_proportion=0.0665, over 17102.11 utterances.], batch size: 29, lr: 1.28e-03
2022-08-20 16:39:13,181 INFO [train.py:927] (5/8) Epoch 2, batch 500, libri_loss[loss=0.2683, simple_loss=0.3291, pruned_loss=0.1038, over 12460.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009316, over 29.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3039, pruned_loss=0.0834, over 2272153.26 frames. utt_duration=517.3 frames, utt_pad_proportion=0.07294, over 17619.14 utterances.], libri_tot_loss[loss=0.3108, simple_loss=0.3827, pruned_loss=0.1194, over 603784.29 frames. utt_duration=1154 frames, utt_pad_proportion=0.0969, over 2095.43 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.2926, pruned_loss=0.07889, over 2207605.96 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07185, over 18381.65 utterances.], batch size: 29, lr: 1.27e-03
2022-08-20 16:40:51,763 INFO [train.py:927] (5/8) Epoch 2, batch 550, giga_loss[loss=0.2855, simple_loss=0.3558, pruned_loss=0.1076, over 12337.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03052, over 91.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3176, pruned_loss=0.09184, over 2315761.85 frames. utt_duration=530.6 frames, utt_pad_proportion=0.07025, over 17506.64 utterances.], libri_tot_loss[loss=0.305, simple_loss=0.3769, pruned_loss=0.1166, over 676985.32 frames. utt_duration=1172 frames, utt_pad_proportion=0.089, over 2312.76 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3078, pruned_loss=0.088, over 2257295.07 frames. utt_duration=490.5 frames, utt_pad_proportion=0.06998, over 18464.65 utterances.], batch size: 91, lr: 1.27e-03
2022-08-20 16:42:33,320 INFO [train.py:927] (5/8) Epoch 2, batch 600, giga_loss[loss=0.2233, simple_loss=0.3111, pruned_loss=0.06775, over 12440.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03198, over 75.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.326, pruned_loss=0.09573, over 2349607.21 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06669, over 16975.03 utterances.], libri_tot_loss[loss=0.3056, simple_loss=0.3769, pruned_loss=0.1172, over 694998.54 frames. utt_duration=1137 frames, utt_pad_proportion=0.102, over 2448.07 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3181, pruned_loss=0.0925, over 2302328.71 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06505, over 17742.20 utterances.], batch size: 75, lr: 1.27e-03
2022-08-20 16:44:15,539 INFO [train.py:927] (5/8) Epoch 2, batch 650, giga_loss[loss=0.2851, simple_loss=0.3549, pruned_loss=0.1076, over 12398.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05097, over 161.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3298, pruned_loss=0.09721, over 2377410.76 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06398, over 17854.33 utterances.], libri_tot_loss[loss=0.3053, simple_loss=0.3763, pruned_loss=0.1172, over 703659.55 frames. utt_duration=1142 frames, utt_pad_proportion=0.1007, over 2467.83 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3237, pruned_loss=0.09466, over 2340153.57 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06293, over 18505.65 utterances.], batch size: 161, lr: 1.27e-03
2022-08-20 16:45:56,784 INFO [train.py:927] (5/8) Epoch 2, batch 700, giga_loss[loss=0.255, simple_loss=0.3291, pruned_loss=0.09051, over 12317.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02874, over 74.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.336, pruned_loss=0.1007, over 2398780.44 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06083, over 17890.06 utterances.], libri_tot_loss[loss=0.304, simple_loss=0.3753, pruned_loss=0.1163, over 798140.17 frames. utt_duration=1175 frames, utt_pad_proportion=0.08894, over 2721.12 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3292, pruned_loss=0.09806, over 2364349.76 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06097, over 18990.81 utterances.], batch size: 74, lr: 1.27e-03
2022-08-20 16:47:36,571 INFO [train.py:927] (5/8) Epoch 2, batch 750, giga_loss[loss=0.2733, simple_loss=0.3428, pruned_loss=0.1019, over 12257.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02927, over 42.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3396, pruned_loss=0.1034, over 2414570.37 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06121, over 18291.28 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.371, pruned_loss=0.1145, over 854861.06 frames. utt_duration=1196 frames, utt_pad_proportion=0.08252, over 2862.57 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3344, pruned_loss=0.1014, over 2385723.04 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06184, over 19545.51 utterances.], batch size: 42, lr: 1.27e-03
2022-08-20 16:49:18,131 INFO [train.py:927] (5/8) Epoch 2, batch 800, giga_loss[loss=0.2974, simple_loss=0.3672, pruned_loss=0.1138, over 12366.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0285, over 91.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3436, pruned_loss=0.1046, over 2427818.89 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05975, over 18176.36 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3696, pruned_loss=0.1143, over 894547.05 frames. utt_duration=1209 frames, utt_pad_proportion=0.07809, over 2962.96 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3394, pruned_loss=0.1029, over 2403970.00 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06081, over 19422.69 utterances.], batch size: 91, lr: 1.27e-03
2022-08-20 16:50:58,022 INFO [train.py:927] (5/8) Epoch 2, batch 850, giga_loss[loss=0.2402, simple_loss=0.3375, pruned_loss=0.07146, over 12277.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.0328, over 28.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3442, pruned_loss=0.1035, over 2437422.10 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05682, over 17469.17 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3684, pruned_loss=0.1139, over 933982.40 frames. utt_duration=1223 frames, utt_pad_proportion=0.07423, over 3058.00 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3407, pruned_loss=0.102, over 2417155.78 frames. utt_duration=518.2 frames, utt_pad_proportion=0.05828, over 18711.49 utterances.], batch size: 28, lr: 1.27e-03
2022-08-20 16:52:38,810 INFO [train.py:927] (5/8) Epoch 2, batch 900, giga_loss[loss=0.319, simple_loss=0.3737, pruned_loss=0.1322, over 12463.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.345, pruned_loss=0.1021, over 2445342.37 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05666, over 16949.11 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.372, pruned_loss=0.1143, over 964496.84 frames. utt_duration=1224 frames, utt_pad_proportion=0.07141, over 3155.03 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3403, pruned_loss=0.1006, over 2428732.97 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05817, over 18100.22 utterances.], batch size: 75, lr: 1.27e-03
2022-08-20 16:54:19,574 INFO [train.py:927] (5/8) Epoch 2, batch 950, giga_loss[loss=0.3096, simple_loss=0.3656, pruned_loss=0.1268, over 12454.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03523, over 86.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3474, pruned_loss=0.1055, over 2451116.42 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05337, over 16318.87 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3715, pruned_loss=0.1152, over 994457.72 frames. utt_duration=1238 frames, utt_pad_proportion=0.069, over 3217.44 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3435, pruned_loss=0.1038, over 2437476.65 frames. utt_duration=561 frames, utt_pad_proportion=0.0551, over 17425.23 utterances.], batch size: 86, lr: 1.26e-03
2022-08-20 16:56:01,957 INFO [train.py:927] (5/8) Epoch 2, batch 1000, giga_loss[loss=0.2852, simple_loss=0.3468, pruned_loss=0.1117, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03194, over 80.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3485, pruned_loss=0.1076, over 2456141.46 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05339, over 16505.08 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3708, pruned_loss=0.1151, over 1030914.21 frames. utt_duration=1213 frames, utt_pad_proportion=0.07591, over 3402.53 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3451, pruned_loss=0.1061, over 2444980.37 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05335, over 17508.72 utterances.], batch size: 80, lr: 1.26e-03
2022-08-20 16:57:42,811 INFO [train.py:927] (5/8) Epoch 2, batch 1050, giga_loss[loss=0.2633, simple_loss=0.3242, pruned_loss=0.1012, over 12167.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03406, over 36.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.347, pruned_loss=0.1078, over 2459718.58 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05782, over 17321.88 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3679, pruned_loss=0.1139, over 1073362.88 frames. utt_duration=1203 frames, utt_pad_proportion=0.08203, over 3573.89 utterances.], giga_tot_loss[loss=0.2792, simple_loss=0.3447, pruned_loss=0.1068, over 2450588.85 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05631, over 18316.97 utterances.], batch size: 36, lr: 1.26e-03
2022-08-20 16:59:24,489 INFO [train.py:927] (5/8) Epoch 2, batch 1100, giga_loss[loss=0.2766, simple_loss=0.3523, pruned_loss=0.1005, over 12358.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03223, over 58.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3448, pruned_loss=0.1063, over 2463714.57 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05963, over 17189.95 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3662, pruned_loss=0.1127, over 1114868.47 frames. utt_duration=1213 frames, utt_pad_proportion=0.07808, over 3682.44 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3431, pruned_loss=0.1058, over 2456035.03 frames. utt_duration=539.8 frames, utt_pad_proportion=0.05876, over 18248.86 utterances.], batch size: 58, lr: 1.26e-03
2022-08-20 17:01:06,484 INFO [train.py:927] (5/8) Epoch 2, batch 1150, giga_loss[loss=0.2224, simple_loss=0.2941, pruned_loss=0.07539, over 12421.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03912, over 37.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3403, pruned_loss=0.1033, over 2466450.17 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06265, over 18636.53 utterances.], libri_tot_loss[loss=0.2964, simple_loss=0.3675, pruned_loss=0.1126, over 1135082.04 frames. utt_duration=1216 frames, utt_pad_proportion=0.07602, over 3736.93 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3381, pruned_loss=0.1028, over 2460319.16 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06215, over 19615.79 utterances.], batch size: 37, lr: 1.26e-03
2022-08-20 17:02:50,713 INFO [train.py:927] (5/8) Epoch 2, batch 1200, giga_loss[loss=0.2626, simple_loss=0.3315, pruned_loss=0.0969, over 12389.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02685, over 70.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3381, pruned_loss=0.1043, over 2468732.99 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07006, over 19861.27 utterances.], libri_tot_loss[loss=0.3062, simple_loss=0.3729, pruned_loss=0.1197, over 1154773.28 frames. utt_duration=1191 frames, utt_pad_proportion=0.08296, over 3883.07 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3337, pruned_loss=0.1008, over 2464071.78 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06804, over 20706.57 utterances.], batch size: 70, lr: 1.26e-03
2022-08-20 17:04:31,907 INFO [train.py:927] (5/8) Epoch 2, batch 1250, giga_loss[loss=0.2626, simple_loss=0.3285, pruned_loss=0.09841, over 12361.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03179, over 97.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3396, pruned_loss=0.1071, over 2469644.03 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06994, over 19500.32 utterances.], libri_tot_loss[loss=0.318, simple_loss=0.3787, pruned_loss=0.1287, over 1167659.50 frames. utt_duration=1198 frames, utt_pad_proportion=0.08188, over 3902.18 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3334, pruned_loss=0.1004, over 2466188.77 frames. utt_duration=487.6 frames, utt_pad_proportion=0.0685, over 20292.71 utterances.], batch size: 97, lr: 1.26e-03
2022-08-20 17:06:12,665 INFO [train.py:927] (5/8) Epoch 2, batch 1300, giga_loss[loss=0.2528, simple_loss=0.3171, pruned_loss=0.09429, over 12463.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03432, over 86.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3341, pruned_loss=0.1031, over 2470063.13 frames. utt_duration=538 frames, utt_pad_proportion=0.06907, over 18417.62 utterances.], libri_tot_loss[loss=0.3164, simple_loss=0.3772, pruned_loss=0.1278, over 1199897.43 frames. utt_duration=1185 frames, utt_pad_proportion=0.08641, over 4055.14 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3289, pruned_loss=0.09759, over 2467287.94 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06698, over 19247.87 utterances.], batch size: 86, lr: 1.26e-03
2022-08-20 17:07:52,949 INFO [train.py:927] (5/8) Epoch 2, batch 1350, giga_loss[loss=0.228, simple_loss=0.306, pruned_loss=0.07499, over 12378.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02606, over 66.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3289, pruned_loss=0.09956, over 2470539.59 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06721, over 17786.52 utterances.], libri_tot_loss[loss=0.3131, simple_loss=0.3746, pruned_loss=0.1258, over 1237705.41 frames. utt_duration=1189 frames, utt_pad_proportion=0.08406, over 4169.89 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3247, pruned_loss=0.09536, over 2468140.31 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06583, over 18714.07 utterances.], batch size: 66, lr: 1.26e-03
2022-08-20 17:09:36,053 INFO [train.py:927] (5/8) Epoch 2, batch 1400, libri_loss[loss=0.3018, simple_loss=0.3633, pruned_loss=0.1201, over 12154.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005212, over 35.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3246, pruned_loss=0.09752, over 2470456.35 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06614, over 17267.79 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.3725, pruned_loss=0.1244, over 1267783.07 frames. utt_duration=1203 frames, utt_pad_proportion=0.08153, over 4219.22 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3211, pruned_loss=0.09415, over 2468968.66 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06545, over 18273.47 utterances.], batch size: 35, lr: 1.25e-03
2022-08-20 17:11:16,177 INFO [train.py:927] (5/8) Epoch 2, batch 1450, giga_loss[loss=0.2379, simple_loss=0.3042, pruned_loss=0.08576, over 12453.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03458, over 105.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3205, pruned_loss=0.09506, over 2471272.76 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06378, over 17084.36 utterances.], libri_tot_loss[loss=0.3089, simple_loss=0.3712, pruned_loss=0.1233, over 1303168.87 frames. utt_duration=1209 frames, utt_pad_proportion=0.0786, over 4318.08 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3169, pruned_loss=0.09215, over 2470344.08 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06382, over 18153.16 utterances.], batch size: 105, lr: 1.25e-03
2022-08-20 17:12:56,631 INFO [train.py:927] (5/8) Epoch 2, batch 1500, giga_loss[loss=0.2289, simple_loss=0.294, pruned_loss=0.08191, over 12354.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04353, over 26.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.317, pruned_loss=0.09292, over 2471194.31 frames. utt_duration=586.7 frames, utt_pad_proportion=0.06472, over 16890.19 utterances.], libri_tot_loss[loss=0.3081, simple_loss=0.3705, pruned_loss=0.1228, over 1331979.79 frames. utt_duration=1220 frames, utt_pad_proportion=0.07596, over 4371.54 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3134, pruned_loss=0.0902, over 2470535.70 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06513, over 17967.02 utterances.], batch size: 26, lr: 1.25e-03
2022-08-20 17:14:36,421 INFO [train.py:927] (5/8) Epoch 2, batch 1550, giga_loss[loss=0.2998, simple_loss=0.3545, pruned_loss=0.1226, over 12366.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03135, over 85.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3172, pruned_loss=0.0931, over 2470985.19 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06682, over 17132.42 utterances.], libri_tot_loss[loss=0.3075, simple_loss=0.3706, pruned_loss=0.1222, over 1354435.86 frames. utt_duration=1223 frames, utt_pad_proportion=0.07421, over 4434.69 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3133, pruned_loss=0.09069, over 2470613.08 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06738, over 18163.66 utterances.], batch size: 85, lr: 1.25e-03
2022-08-20 17:16:15,539 INFO [train.py:927] (5/8) Epoch 2, batch 1600, libri_loss[loss=0.2348, simple_loss=0.3027, pruned_loss=0.08343, over 12271.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01181, over 28.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3218, pruned_loss=0.09639, over 2471418.29 frames. utt_duration=599.4 frames, utt_pad_proportion=0.06119, over 16534.15 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3668, pruned_loss=0.1203, over 1419381.94 frames. utt_duration=1243 frames, utt_pad_proportion=0.06865, over 4574.68 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3178, pruned_loss=0.09396, over 2471335.80 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06311, over 17931.04 utterances.], batch size: 28, lr: 1.25e-03
2022-08-20 17:17:58,980 INFO [train.py:927] (5/8) Epoch 2, batch 1650, giga_loss[loss=0.3294, simple_loss=0.3837, pruned_loss=0.1376, over 12360.00 frames. utt_duration=237 frames, utt_pad_proportion=0.06687, over 210.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3295, pruned_loss=0.101, over 2471541.71 frames. utt_duration=573 frames, utt_pad_proportion=0.06171, over 17297.93 utterances.], libri_tot_loss[loss=0.3035, simple_loss=0.3667, pruned_loss=0.1202, over 1424671.03 frames. utt_duration=1243 frames, utt_pad_proportion=0.06816, over 4589.81 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3263, pruned_loss=0.09902, over 2471451.69 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06323, over 18434.01 utterances.], batch size: 210, lr: 1.25e-03
2022-08-20 17:19:41,971 INFO [train.py:927] (5/8) Epoch 2, batch 1700, giga_loss[loss=0.3107, simple_loss=0.3831, pruned_loss=0.1192, over 12419.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06652, over 184.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3366, pruned_loss=0.1036, over 2472401.71 frames. utt_duration=543 frames, utt_pad_proportion=0.06439, over 18264.43 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3649, pruned_loss=0.1184, over 1460730.09 frames. utt_duration=1251 frames, utt_pad_proportion=0.06543, over 4675.53 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.334, pruned_loss=0.1025, over 2472404.43 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06594, over 19522.97 utterances.], batch size: 184, lr: 1.25e-03
2022-08-20 17:21:20,373 INFO [train.py:927] (5/8) Epoch 2, batch 1750, giga_loss[loss=0.2361, simple_loss=0.312, pruned_loss=0.08007, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03028, over 42.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3441, pruned_loss=0.109, over 2472345.33 frames. utt_duration=542.8 frames, utt_pad_proportion=0.065, over 18270.44 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3645, pruned_loss=0.1187, over 1480960.05 frames. utt_duration=1250 frames, utt_pad_proportion=0.06433, over 4745.44 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.3419, pruned_loss=0.1077, over 2472206.33 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06644, over 19454.63 utterances.], batch size: 42, lr: 1.25e-03
2022-08-20 17:23:03,818 INFO [train.py:927] (5/8) Epoch 2, batch 1800, giga_loss[loss=0.2676, simple_loss=0.3339, pruned_loss=0.1006, over 12355.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3399, pruned_loss=0.1042, over 2472187.89 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06299, over 18400.36 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3641, pruned_loss=0.1181, over 1490425.57 frames. utt_duration=1253 frames, utt_pad_proportion=0.06354, over 4762.94 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3381, pruned_loss=0.1034, over 2472447.48 frames. utt_duration=510.4 frames, utt_pad_proportion=0.0644, over 19434.45 utterances.], batch size: 97, lr: 1.25e-03
2022-08-20 17:24:46,564 INFO [train.py:927] (5/8) Epoch 2, batch 1850, giga_loss[loss=0.3283, simple_loss=0.3801, pruned_loss=0.1382, over 12373.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07529, over 212.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3426, pruned_loss=0.1044, over 2473229.26 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06174, over 18491.88 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.367, pruned_loss=0.1182, over 1510026.70 frames. utt_duration=1257 frames, utt_pad_proportion=0.06202, over 4809.26 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3392, pruned_loss=0.1034, over 2473330.58 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06322, over 19512.70 utterances.], batch size: 212, lr: 1.24e-03
2022-08-20 17:26:29,832 INFO [train.py:927] (5/8) Epoch 2, batch 1900, giga_loss[loss=0.3661, simple_loss=0.3922, pruned_loss=0.17, over 12392.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1039, over 258.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3458, pruned_loss=0.1072, over 2473118.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06002, over 18247.17 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3664, pruned_loss=0.118, over 1529009.57 frames. utt_duration=1261 frames, utt_pad_proportion=0.06043, over 4854.75 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.343, pruned_loss=0.1064, over 2473322.73 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06165, over 19257.66 utterances.], batch size: 258, lr: 1.24e-03
2022-08-20 17:28:11,561 INFO [train.py:927] (5/8) Epoch 2, batch 1950, giga_loss[loss=0.2697, simple_loss=0.3378, pruned_loss=0.1008, over 12467.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02982, over 55.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3465, pruned_loss=0.1081, over 2473637.11 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06156, over 17733.02 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3646, pruned_loss=0.1173, over 1552303.62 frames. utt_duration=1271 frames, utt_pad_proportion=0.05871, over 4890.09 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3449, pruned_loss=0.1075, over 2473851.50 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06321, over 18799.61 utterances.], batch size: 55, lr: 1.24e-03
2022-08-20 17:29:52,858 INFO [train.py:927] (5/8) Epoch 2, batch 2000, giga_loss[loss=0.319, simple_loss=0.3736, pruned_loss=0.1322, over 12403.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06268, over 183.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3459, pruned_loss=0.1078, over 2473296.69 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06523, over 17927.02 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.364, pruned_loss=0.1172, over 1561288.72 frames. utt_duration=1275 frames, utt_pad_proportion=0.05806, over 4904.15 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3449, pruned_loss=0.1073, over 2473660.46 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06653, over 18870.48 utterances.], batch size: 183, lr: 1.24e-03
2022-08-20 17:31:35,195 INFO [train.py:927] (5/8) Epoch 2, batch 2050, giga_loss[loss=0.2725, simple_loss=0.3493, pruned_loss=0.09786, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04176, over 31.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3457, pruned_loss=0.1063, over 2473415.11 frames. utt_duration=585.8 frames, utt_pad_proportion=0.06346, over 16932.29 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3627, pruned_loss=0.1165, over 1583730.79 frames. utt_duration=1284 frames, utt_pad_proportion=0.05642, over 4940.15 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3452, pruned_loss=0.1062, over 2473817.47 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06514, over 17940.66 utterances.], batch size: 31, lr: 1.24e-03
2022-08-20 17:33:18,187 INFO [train.py:927] (5/8) Epoch 2, batch 2100, giga_loss[loss=0.2383, simple_loss=0.3182, pruned_loss=0.07915, over 12246.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03222, over 28.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3441, pruned_loss=0.1049, over 2472243.95 frames. utt_duration=615.1 frames, utt_pad_proportion=0.0592, over 16117.53 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3612, pruned_loss=0.1157, over 1609379.93 frames. utt_duration=1290 frames, utt_pad_proportion=0.05467, over 4997.21 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3441, pruned_loss=0.1049, over 2473173.11 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06135, over 17175.24 utterances.], batch size: 28, lr: 1.24e-03
2022-08-20 17:35:00,301 INFO [train.py:927] (5/8) Epoch 2, batch 2150, giga_loss[loss=0.2466, simple_loss=0.3251, pruned_loss=0.08401, over 12473.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0351, over 43.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3426, pruned_loss=0.1041, over 2472198.69 frames. utt_duration=638 frames, utt_pad_proportion=0.05525, over 15535.32 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3605, pruned_loss=0.1155, over 1626035.97 frames. utt_duration=1296 frames, utt_pad_proportion=0.05346, over 5024.09 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3427, pruned_loss=0.1041, over 2473370.98 frames. utt_duration=599.4 frames, utt_pad_proportion=0.0576, over 16548.30 utterances.], batch size: 43, lr: 1.24e-03
2022-08-20 17:36:42,403 INFO [train.py:927] (5/8) Epoch 2, batch 2200, giga_loss[loss=0.3507, simple_loss=0.3907, pruned_loss=0.1553, over 12415.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07196, over 212.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3454, pruned_loss=0.1057, over 2472637.62 frames. utt_duration=622 frames, utt_pad_proportion=0.05711, over 15938.92 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3617, pruned_loss=0.1153, over 1643110.64 frames. utt_duration=1299 frames, utt_pad_proportion=0.05289, over 5066.44 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3444, pruned_loss=0.1055, over 2473320.52 frames. utt_duration=587.1 frames, utt_pad_proportion=0.059, over 16893.46 utterances.], batch size: 212, lr: 1.24e-03
2022-08-20 17:38:24,177 INFO [train.py:927] (5/8) Epoch 2, batch 2250, giga_loss[loss=0.2846, simple_loss=0.339, pruned_loss=0.1151, over 12449.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03664, over 43.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3441, pruned_loss=0.1042, over 2471936.22 frames. utt_duration=651.4 frames, utt_pad_proportion=0.05387, over 15214.05 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3599, pruned_loss=0.1143, over 1675302.23 frames. utt_duration=1306 frames, utt_pad_proportion=0.05063, over 5138.28 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3437, pruned_loss=0.1044, over 2472851.36 frames. utt_duration=608.8 frames, utt_pad_proportion=0.05632, over 16286.56 utterances.], batch size: 43, lr: 1.24e-03
2022-08-20 17:40:06,716 INFO [train.py:927] (5/8) Epoch 2, batch 2300, giga_loss[loss=0.2922, simple_loss=0.3492, pruned_loss=0.1176, over 12375.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06452, over 183.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.3437, pruned_loss=0.1045, over 2472243.65 frames. utt_duration=637.4 frames, utt_pad_proportion=0.06112, over 15551.18 utterances.], libri_tot_loss[loss=0.2929, simple_loss=0.3587, pruned_loss=0.1135, over 1698782.92 frames. utt_duration=1305 frames, utt_pad_proportion=0.04903, over 5211.29 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3437, pruned_loss=0.1048, over 2473078.25 frames. utt_duration=597.1 frames, utt_pad_proportion=0.06311, over 16609.36 utterances.], batch size: 183, lr: 1.24e-03
2022-08-20 17:41:50,563 INFO [train.py:927] (5/8) Epoch 2, batch 2350, giga_loss[loss=0.248, simple_loss=0.3187, pruned_loss=0.08863, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02764, over 48.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3412, pruned_loss=0.103, over 2471476.34 frames. utt_duration=640.7 frames, utt_pad_proportion=0.06144, over 15466.88 utterances.], libri_tot_loss[loss=0.2917, simple_loss=0.3576, pruned_loss=0.1129, over 1725383.76 frames. utt_duration=1307 frames, utt_pad_proportion=0.04786, over 5287.71 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3414, pruned_loss=0.1034, over 2472193.97 frames. utt_duration=598.1 frames, utt_pad_proportion=0.0635, over 16575.29 utterances.], batch size: 48, lr: 1.23e-03
2022-08-20 17:43:34,354 INFO [train.py:927] (5/8) Epoch 2, batch 2400, giga_loss[loss=0.2415, simple_loss=0.3117, pruned_loss=0.08569, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02659, over 42.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3399, pruned_loss=0.1029, over 2472628.72 frames. utt_duration=642.4 frames, utt_pad_proportion=0.05829, over 15431.69 utterances.], libri_tot_loss[loss=0.2918, simple_loss=0.3576, pruned_loss=0.113, over 1729170.84 frames. utt_duration=1305 frames, utt_pad_proportion=0.04766, over 5304.27 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.34, pruned_loss=0.1031, over 2473140.49 frames. utt_duration=607.2 frames, utt_pad_proportion=0.06018, over 16331.59 utterances.], batch size: 42, lr: 1.23e-03
2022-08-20 17:45:15,610 INFO [train.py:927] (5/8) Epoch 2, batch 2450, giga_loss[loss=0.2252, simple_loss=0.3042, pruned_loss=0.07309, over 12137.00 frames. utt_duration=1620 frames, utt_pad_proportion=0.0313, over 30.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.339, pruned_loss=0.1031, over 2472267.06 frames. utt_duration=631.9 frames, utt_pad_proportion=0.05803, over 15687.47 utterances.], libri_tot_loss[loss=0.2918, simple_loss=0.3578, pruned_loss=0.1129, over 1751124.60 frames. utt_duration=1292 frames, utt_pad_proportion=0.05203, over 5428.78 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3385, pruned_loss=0.1031, over 2472753.39 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05855, over 16579.00 utterances.], batch size: 30, lr: 1.23e-03
2022-08-20 17:46:56,719 INFO [train.py:927] (5/8) Epoch 2, batch 2500, giga_loss[loss=0.2254, simple_loss=0.2953, pruned_loss=0.07778, over 12446.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04385, over 31.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3359, pruned_loss=0.1023, over 2471116.07 frames. utt_duration=630.8 frames, utt_pad_proportion=0.05769, over 15706.82 utterances.], libri_tot_loss[loss=0.2921, simple_loss=0.3576, pruned_loss=0.1133, over 1772321.15 frames. utt_duration=1298 frames, utt_pad_proportion=0.05037, over 5468.37 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3351, pruned_loss=0.1017, over 2471675.87 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05872, over 16676.82 utterances.], batch size: 31, lr: 1.23e-03
2022-08-20 17:48:39,205 INFO [train.py:927] (5/8) Epoch 2, batch 2550, giga_loss[loss=0.3016, simple_loss=0.3681, pruned_loss=0.1176, over 12434.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04769, over 162.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3324, pruned_loss=0.1004, over 2470985.17 frames. utt_duration=642.9 frames, utt_pad_proportion=0.05893, over 15409.44 utterances.], libri_tot_loss[loss=0.2913, simple_loss=0.357, pruned_loss=0.1128, over 1792948.14 frames. utt_duration=1302 frames, utt_pad_proportion=0.04892, over 5515.52 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3316, pruned_loss=0.09998, over 2471519.88 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06028, over 16422.88 utterances.], batch size: 162, lr: 1.23e-03
2022-08-20 17:50:23,292 INFO [train.py:927] (5/8) Epoch 2, batch 2600, giga_loss[loss=0.2557, simple_loss=0.3389, pruned_loss=0.08623, over 12395.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3357, pruned_loss=0.1019, over 2471879.19 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06689, over 16949.46 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.3583, pruned_loss=0.1131, over 1806363.71 frames. utt_duration=1280 frames, utt_pad_proportion=0.05493, over 5649.35 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3338, pruned_loss=0.1012, over 2472338.24 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06595, over 17815.41 utterances.], batch size: 133, lr: 1.23e-03
2022-08-20 17:52:04,343 INFO [train.py:927] (5/8) Epoch 2, batch 2650, giga_loss[loss=0.2666, simple_loss=0.3298, pruned_loss=0.1016, over 12437.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03771, over 40.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.3467, pruned_loss=0.103, over 2471979.97 frames. utt_duration=579.9 frames, utt_pad_proportion=0.0664, over 17094.31 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3718, pruned_loss=0.1142, over 1826305.87 frames. utt_duration=1277 frames, utt_pad_proportion=0.05422, over 5725.84 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3356, pruned_loss=0.1013, over 2472130.63 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06606, over 18042.67 utterances.], batch size: 40, lr: 1.23e-03
2022-08-20 17:53:45,024 INFO [train.py:927] (5/8) Epoch 2, batch 2700, giga_loss[loss=0.2309, simple_loss=0.2997, pruned_loss=0.08109, over 12484.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03587, over 31.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3439, pruned_loss=0.1016, over 2472608.18 frames. utt_duration=583 frames, utt_pad_proportion=0.06165, over 17008.56 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3716, pruned_loss=0.1147, over 1835869.45 frames. utt_duration=1279 frames, utt_pad_proportion=0.05363, over 5747.79 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3348, pruned_loss=0.09979, over 2472806.73 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06181, over 17895.27 utterances.], batch size: 31, lr: 1.23e-03
2022-08-20 17:55:25,653 INFO [train.py:927] (5/8) Epoch 2, batch 2750, giga_loss[loss=0.2398, simple_loss=0.3203, pruned_loss=0.07966, over 12418.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03363, over 75.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3426, pruned_loss=0.1013, over 2472963.38 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05877, over 16798.42 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3704, pruned_loss=0.1142, over 1854786.64 frames. utt_duration=1285 frames, utt_pad_proportion=0.05211, over 5781.83 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3355, pruned_loss=0.0999, over 2473078.09 frames. utt_duration=558 frames, utt_pad_proportion=0.05958, over 17775.69 utterances.], batch size: 75, lr: 1.23e-03
2022-08-20 17:57:08,138 INFO [train.py:927] (5/8) Epoch 2, batch 2800, giga_loss[loss=0.2741, simple_loss=0.3413, pruned_loss=0.1035, over 12353.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03985, over 113.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3413, pruned_loss=0.1012, over 2473182.57 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05933, over 16542.19 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3701, pruned_loss=0.1141, over 1864145.08 frames. utt_duration=1268 frames, utt_pad_proportion=0.05746, over 5886.16 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3354, pruned_loss=0.09994, over 2473154.62 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05858, over 17376.78 utterances.], batch size: 113, lr: 1.23e-03
2022-08-20 17:58:47,908 INFO [train.py:927] (5/8) Epoch 2, batch 2850, giga_loss[loss=0.3043, simple_loss=0.3654, pruned_loss=0.1216, over 12380.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02994, over 85.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3425, pruned_loss=0.1021, over 2473235.62 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05822, over 16887.27 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3697, pruned_loss=0.1142, over 1879031.51 frames. utt_duration=1272 frames, utt_pad_proportion=0.05602, over 5916.77 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3375, pruned_loss=0.1008, over 2473381.64 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05813, over 17780.44 utterances.], batch size: 85, lr: 1.22e-03
2022-08-20 18:00:30,393 INFO [train.py:927] (5/8) Epoch 2, batch 2900, giga_loss[loss=0.3422, simple_loss=0.391, pruned_loss=0.1467, over 12446.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03538, over 123.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3421, pruned_loss=0.1022, over 2472975.02 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06366, over 17301.05 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3695, pruned_loss=0.1139, over 1884767.44 frames. utt_duration=1275 frames, utt_pad_proportion=0.05552, over 5919.59 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3381, pruned_loss=0.1012, over 2473259.55 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06349, over 18095.02 utterances.], batch size: 123, lr: 1.22e-03
2022-08-20 18:02:11,153 INFO [train.py:927] (5/8) Epoch 2, batch 2950, giga_loss[loss=0.2483, simple_loss=0.3246, pruned_loss=0.08601, over 12435.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03811, over 123.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3429, pruned_loss=0.1024, over 2473131.25 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06143, over 17421.45 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3713, pruned_loss=0.1141, over 1893302.89 frames. utt_duration=1278 frames, utt_pad_proportion=0.05468, over 5932.72 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3382, pruned_loss=0.1014, over 2473577.32 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06166, over 18186.57 utterances.], batch size: 123, lr: 1.22e-03
2022-08-20 18:03:51,415 INFO [train.py:927] (5/8) Epoch 2, batch 3000, giga_loss[loss=0.294, simple_loss=0.3523, pruned_loss=0.1179, over 12390.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04052, over 133.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3407, pruned_loss=0.102, over 2473486.99 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05776, over 17455.00 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3714, pruned_loss=0.1146, over 1907791.22 frames. utt_duration=1280 frames, utt_pad_proportion=0.05327, over 5970.01 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3363, pruned_loss=0.1006, over 2473720.16 frames. utt_duration=542.6 frames, utt_pad_proportion=0.05854, over 18287.69 utterances.], batch size: 133, lr: 1.22e-03
2022-08-20 18:03:51,417 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 18:04:08,263 INFO [train.py:967] (5/8) Epoch 2, validation: loss=0.261, simple_loss=0.3427, pruned_loss=0.08966, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 18:05:44,497 INFO [train.py:927] (5/8) Epoch 2, batch 3050, giga_loss[loss=0.2854, simple_loss=0.3483, pruned_loss=0.1113, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02941, over 45.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3415, pruned_loss=0.1023, over 2474084.30 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06, over 18229.42 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3712, pruned_loss=0.1153, over 1921514.05 frames. utt_duration=1285 frames, utt_pad_proportion=0.05217, over 5986.52 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3375, pruned_loss=0.1004, over 2474533.72 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06085, over 19143.50 utterances.], batch size: 45, lr: 1.22e-03
2022-08-20 18:07:23,257 INFO [train.py:927] (5/8) Epoch 2, batch 3100, giga_loss[loss=0.2687, simple_loss=0.3187, pruned_loss=0.1094, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03694, over 37.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3406, pruned_loss=0.1017, over 2473912.02 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06161, over 18260.30 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3708, pruned_loss=0.1152, over 1935222.82 frames. utt_duration=1289 frames, utt_pad_proportion=0.05101, over 6010.70 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.337, pruned_loss=0.09999, over 2474257.32 frames. utt_duration=516 frames, utt_pad_proportion=0.06256, over 19236.10 utterances.], batch size: 37, lr: 1.22e-03
2022-08-20 18:09:03,741 INFO [train.py:927] (5/8) Epoch 2, batch 3150, giga_loss[loss=0.263, simple_loss=0.3304, pruned_loss=0.0978, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3384, pruned_loss=0.1017, over 2474093.86 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05811, over 17445.57 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3703, pruned_loss=0.1151, over 1948169.67 frames. utt_duration=1293 frames, utt_pad_proportion=0.04984, over 6032.34 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3351, pruned_loss=0.09999, over 2474678.61 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05949, over 18464.78 utterances.], batch size: 91, lr: 1.22e-03
2022-08-20 18:10:43,197 INFO [train.py:927] (5/8) Epoch 2, batch 3200, giga_loss[loss=0.2781, simple_loss=0.3381, pruned_loss=0.1091, over 12274.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02701, over 54.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3363, pruned_loss=0.1016, over 2473052.43 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05648, over 17038.75 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3699, pruned_loss=0.1149, over 1966192.88 frames. utt_duration=1299 frames, utt_pad_proportion=0.04813, over 6059.75 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3329, pruned_loss=0.1, over 2473608.43 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05835, over 18187.58 utterances.], batch size: 54, lr: 1.22e-03
2022-08-20 18:12:20,836 INFO [train.py:927] (5/8) Epoch 2, batch 3250, giga_loss[loss=0.237, simple_loss=0.3095, pruned_loss=0.08219, over 12455.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02734, over 80.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3333, pruned_loss=0.1003, over 2473451.01 frames. utt_duration=582 frames, utt_pad_proportion=0.05699, over 17043.88 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3682, pruned_loss=0.1142, over 1983423.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.04711, over 6085.53 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3307, pruned_loss=0.09907, over 2474111.62 frames. utt_duration=542.9 frames, utt_pad_proportion=0.05882, over 18279.85 utterances.], batch size: 80, lr: 1.22e-03
2022-08-20 18:13:59,959 INFO [train.py:927] (5/8) Epoch 2, batch 3300, giga_loss[loss=0.2503, simple_loss=0.3009, pruned_loss=0.09978, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03136, over 85.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3284, pruned_loss=0.09803, over 2473068.36 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05922, over 17495.89 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3683, pruned_loss=0.1144, over 1988089.85 frames. utt_duration=1291 frames, utt_pad_proportion=0.05195, over 6169.26 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.326, pruned_loss=0.09683, over 2473775.44 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05927, over 18492.16 utterances.], batch size: 85, lr: 1.22e-03
2022-08-20 18:15:39,606 INFO [train.py:927] (5/8) Epoch 2, batch 3350, giga_loss[loss=0.2582, simple_loss=0.3316, pruned_loss=0.09242, over 12344.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.0279, over 70.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3291, pruned_loss=0.09803, over 2473302.05 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05495, over 16967.18 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3683, pruned_loss=0.1146, over 2004537.55 frames. utt_duration=1295 frames, utt_pad_proportion=0.05032, over 6197.95 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3259, pruned_loss=0.09638, over 2474127.42 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05578, over 18087.11 utterances.], batch size: 70, lr: 1.21e-03
2022-08-20 18:17:23,064 INFO [train.py:927] (5/8) Epoch 2, batch 3400, giga_loss[loss=0.2843, simple_loss=0.3411, pruned_loss=0.1137, over 12216.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03061, over 39.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.331, pruned_loss=0.09909, over 2473150.55 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05159, over 16562.89 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3678, pruned_loss=0.1155, over 2015873.97 frames. utt_duration=1293 frames, utt_pad_proportion=0.05048, over 6245.73 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3279, pruned_loss=0.09675, over 2474036.52 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05241, over 17642.87 utterances.], batch size: 39, lr: 1.21e-03
2022-08-20 18:19:00,050 INFO [train.py:927] (5/8) Epoch 2, batch 3450, giga_loss[loss=0.2819, simple_loss=0.3505, pruned_loss=0.1067, over 12432.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03804, over 105.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3391, pruned_loss=0.1016, over 2474251.29 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05204, over 16553.76 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3723, pruned_loss=0.116, over 2029672.91 frames. utt_duration=1294 frames, utt_pad_proportion=0.04924, over 6283.74 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3324, pruned_loss=0.09899, over 2474738.55 frames. utt_duration=561.7 frames, utt_pad_proportion=0.0531, over 17670.07 utterances.], batch size: 105, lr: 1.21e-03
2022-08-20 18:20:45,505 INFO [train.py:927] (5/8) Epoch 2, batch 3500, giga_loss[loss=0.2704, simple_loss=0.3479, pruned_loss=0.09651, over 12076.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.0413, over 30.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.3453, pruned_loss=0.1069, over 2474046.28 frames. utt_duration=591.4 frames, utt_pad_proportion=0.05571, over 16775.88 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.3727, pruned_loss=0.1158, over 2040556.71 frames. utt_duration=1299 frames, utt_pad_proportion=0.04816, over 6288.54 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.339, pruned_loss=0.1046, over 2474568.08 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05671, over 17898.35 utterances.], batch size: 30, lr: 1.21e-03
2022-08-20 18:22:23,774 INFO [train.py:927] (5/8) Epoch 2, batch 3550, giga_loss[loss=0.2762, simple_loss=0.3496, pruned_loss=0.1014, over 12172.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03345, over 39.00 utterances.], tot_loss[loss=0.2901, simple_loss=0.3529, pruned_loss=0.1136, over 2473652.98 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06038, over 18153.97 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3717, pruned_loss=0.1153, over 2046789.73 frames. utt_duration=1305 frames, utt_pad_proportion=0.0479, over 6279.25 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3484, pruned_loss=0.1122, over 2474290.62 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06105, over 19219.24 utterances.], batch size: 39, lr: 1.21e-03
2022-08-20 18:24:07,039 INFO [train.py:927] (5/8) Epoch 2, batch 3600, giga_loss[loss=0.3244, simple_loss=0.3903, pruned_loss=0.1293, over 12341.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.04274, over 26.00 utterances.], tot_loss[loss=0.2998, simple_loss=0.3592, pruned_loss=0.1202, over 2474213.95 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06564, over 18846.61 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3707, pruned_loss=0.1148, over 2057398.60 frames. utt_duration=1311 frames, utt_pad_proportion=0.04706, over 6282.28 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.356, pruned_loss=0.1194, over 2474693.39 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06619, over 19953.35 utterances.], batch size: 26, lr: 1.21e-03
2022-08-20 18:25:49,983 INFO [train.py:927] (5/8) Epoch 2, batch 3650, giga_loss[loss=0.4624, simple_loss=0.4555, pruned_loss=0.2346, over 12377.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.3103, simple_loss=0.366, pruned_loss=0.1273, over 2474359.49 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07012, over 20193.29 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3703, pruned_loss=0.1148, over 2063547.40 frames. utt_duration=1310 frames, utt_pad_proportion=0.04688, over 6306.88 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.3637, pruned_loss=0.1269, over 2474827.53 frames. utt_duration=467.8 frames, utt_pad_proportion=0.0705, over 21227.90 utterances.], batch size: 258, lr: 1.21e-03
2022-08-20 18:27:33,660 INFO [train.py:927] (5/8) Epoch 2, batch 3700, giga_loss[loss=0.3275, simple_loss=0.3789, pruned_loss=0.1381, over 12374.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.0281, over 70.00 utterances.], tot_loss[loss=0.3188, simple_loss=0.3712, pruned_loss=0.1332, over 2474612.64 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07385, over 21160.26 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3697, pruned_loss=0.1147, over 2069348.29 frames. utt_duration=1314 frames, utt_pad_proportion=0.04627, over 6308.29 utterances.], giga_tot_loss[loss=0.3179, simple_loss=0.3697, pruned_loss=0.133, over 2475272.03 frames. utt_duration=448.3 frames, utt_pad_proportion=0.0742, over 22156.73 utterances.], batch size: 70, lr: 1.21e-03
2022-08-20 18:29:20,229 INFO [train.py:927] (5/8) Epoch 2, batch 3750, giga_loss[loss=0.2905, simple_loss=0.3485, pruned_loss=0.1163, over 12379.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02768, over 66.00 utterances.], tot_loss[loss=0.3292, simple_loss=0.3791, pruned_loss=0.1396, over 2474452.27 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07892, over 22204.59 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3703, pruned_loss=0.1143, over 2082877.40 frames. utt_duration=1302 frames, utt_pad_proportion=0.04995, over 6404.66 utterances.], giga_tot_loss[loss=0.3295, simple_loss=0.3778, pruned_loss=0.1406, over 2475428.41 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07846, over 23420.31 utterances.], batch size: 66, lr: 1.21e-03
2022-08-20 18:31:11,383 INFO [train.py:927] (5/8) Epoch 2, batch 3800, giga_loss[loss=0.2946, simple_loss=0.3504, pruned_loss=0.1194, over 12446.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03522, over 105.00 utterances.], tot_loss[loss=0.3294, simple_loss=0.3785, pruned_loss=0.1402, over 2474525.91 frames. utt_duration=444.9 frames, utt_pad_proportion=0.081, over 22320.14 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3694, pruned_loss=0.1136, over 2090484.71 frames. utt_duration=1303 frames, utt_pad_proportion=0.04908, over 6422.48 utterances.], giga_tot_loss[loss=0.3312, simple_loss=0.3783, pruned_loss=0.142, over 2475455.26 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08099, over 23582.70 utterances.], batch size: 105, lr: 1.21e-03
2022-08-20 18:32:51,769 INFO [train.py:927] (5/8) Epoch 2, batch 3850, giga_loss[loss=0.3307, simple_loss=0.3905, pruned_loss=0.1355, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03175, over 42.00 utterances.], tot_loss[loss=0.3277, simple_loss=0.3782, pruned_loss=0.1386, over 2474535.56 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07693, over 21279.29 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3691, pruned_loss=0.1134, over 2101561.80 frames. utt_duration=1290 frames, utt_pad_proportion=0.05271, over 6525.15 utterances.], giga_tot_loss[loss=0.3302, simple_loss=0.3785, pruned_loss=0.141, over 2475536.09 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07646, over 22612.52 utterances.], batch size: 42, lr: 1.20e-03
2022-08-20 18:34:33,853 INFO [train.py:927] (5/8) Epoch 2, batch 3900, giga_loss[loss=0.3014, simple_loss=0.3599, pruned_loss=0.1215, over 12415.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03777, over 113.00 utterances.], tot_loss[loss=0.3279, simple_loss=0.3789, pruned_loss=0.1384, over 2474760.52 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07673, over 21333.62 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3689, pruned_loss=0.1134, over 2109150.41 frames. utt_duration=1280 frames, utt_pad_proportion=0.05393, over 6601.24 utterances.], giga_tot_loss[loss=0.3305, simple_loss=0.3795, pruned_loss=0.1407, over 2475391.87 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07622, over 22582.34 utterances.], batch size: 113, lr: 1.20e-03
2022-08-20 18:36:19,275 INFO [train.py:927] (5/8) Epoch 2, batch 3950, giga_loss[loss=0.3072, simple_loss=0.369, pruned_loss=0.1228, over 12439.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03628, over 105.00 utterances.], tot_loss[loss=0.3242, simple_loss=0.3773, pruned_loss=0.1355, over 2475009.92 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07348, over 20508.65 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3687, pruned_loss=0.1137, over 2116179.81 frames. utt_duration=1277 frames, utt_pad_proportion=0.05392, over 6638.82 utterances.], giga_tot_loss[loss=0.3266, simple_loss=0.3781, pruned_loss=0.1376, over 2475735.10 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07339, over 21733.89 utterances.], batch size: 105, lr: 1.20e-03
2022-08-20 18:38:02,500 INFO [train.py:927] (5/8) Epoch 2, batch 4000, libri_loss[loss=0.323, simple_loss=0.3971, pruned_loss=0.1244, over 12306.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007473, over 36.00 utterances.], tot_loss[loss=0.3207, simple_loss=0.3756, pruned_loss=0.133, over 2474668.56 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07163, over 20400.57 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3688, pruned_loss=0.1133, over 2128240.76 frames. utt_duration=1280 frames, utt_pad_proportion=0.05228, over 6659.15 utterances.], giga_tot_loss[loss=0.3237, simple_loss=0.3763, pruned_loss=0.1355, over 2475535.82 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07233, over 21804.17 utterances.], batch size: 36, lr: 1.20e-03
2022-08-20 18:39:45,492 INFO [train.py:927] (5/8) Epoch 2, batch 4050, libri_loss[loss=0.303, simple_loss=0.3714, pruned_loss=0.1173, over 12367.00 frames. utt_duration=762.7 frames, utt_pad_proportion=0.1313, over 65.00 utterances.], tot_loss[loss=0.3192, simple_loss=0.3744, pruned_loss=0.132, over 2474623.69 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07339, over 20808.02 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3692, pruned_loss=0.1135, over 2136779.72 frames. utt_duration=1272 frames, utt_pad_proportion=0.0533, over 6729.01 utterances.], giga_tot_loss[loss=0.3217, simple_loss=0.3748, pruned_loss=0.1344, over 2475366.30 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07375, over 22185.13 utterances.], batch size: 65, lr: 1.20e-03
2022-08-20 18:41:30,670 INFO [train.py:927] (5/8) Epoch 2, batch 4100, giga_loss[loss=0.3843, simple_loss=0.3998, pruned_loss=0.1844, over 12386.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.104, over 258.00 utterances.], tot_loss[loss=0.3183, simple_loss=0.3738, pruned_loss=0.1314, over 2474759.74 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07654, over 20832.90 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3687, pruned_loss=0.1133, over 2153137.23 frames. utt_duration=1257 frames, utt_pad_proportion=0.05709, over 6860.71 utterances.], giga_tot_loss[loss=0.3218, simple_loss=0.3749, pruned_loss=0.1344, over 2475509.32 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07583, over 22471.17 utterances.], batch size: 258, lr: 1.20e-03
2022-08-20 18:43:18,809 INFO [train.py:927] (5/8) Epoch 2, batch 4150, libri_loss[loss=0.2562, simple_loss=0.3252, pruned_loss=0.09355, over 12453.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005624, over 32.00 utterances.], tot_loss[loss=0.3143, simple_loss=0.3721, pruned_loss=0.1283, over 2474620.91 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07244, over 20317.46 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3686, pruned_loss=0.1135, over 2159539.14 frames. utt_duration=1253 frames, utt_pad_proportion=0.05744, over 6902.17 utterances.], giga_tot_loss[loss=0.3172, simple_loss=0.3731, pruned_loss=0.1307, over 2475163.67 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07213, over 21835.64 utterances.], batch size: 32, lr: 1.20e-03
2022-08-20 18:45:01,615 INFO [train.py:927] (5/8) Epoch 2, batch 4200, giga_loss[loss=0.292, simple_loss=0.3595, pruned_loss=0.1122, over 12437.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03235, over 75.00 utterances.], tot_loss[loss=0.3143, simple_loss=0.3725, pruned_loss=0.1281, over 2474406.66 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07381, over 20568.59 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3678, pruned_loss=0.1134, over 2168420.52 frames. utt_duration=1249 frames, utt_pad_proportion=0.05726, over 6953.26 utterances.], giga_tot_loss[loss=0.3175, simple_loss=0.374, pruned_loss=0.1305, over 2475265.09 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07374, over 22125.89 utterances.], batch size: 75, lr: 1.20e-03
2022-08-20 18:46:45,072 INFO [train.py:927] (5/8) Epoch 2, batch 4250, libri_loss[loss=0.2839, simple_loss=0.4122, pruned_loss=0.07777, over 12457.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005939, over 32.00 utterances.], tot_loss[loss=0.3121, simple_loss=0.3711, pruned_loss=0.1266, over 2474710.90 frames. utt_duration=498 frames, utt_pad_proportion=0.06858, over 19935.56 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3685, pruned_loss=0.1132, over 2172846.87 frames. utt_duration=1252 frames, utt_pad_proportion=0.05652, over 6949.97 utterances.], giga_tot_loss[loss=0.3148, simple_loss=0.3718, pruned_loss=0.1289, over 2475510.72 frames. utt_duration=465.2 frames, utt_pad_proportion=0.06913, over 21353.28 utterances.], batch size: 32, lr: 1.20e-03
2022-08-20 18:48:27,533 INFO [train.py:927] (5/8) Epoch 2, batch 4300, giga_loss[loss=0.3054, simple_loss=0.3684, pruned_loss=0.1212, over 12333.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03338, over 85.00 utterances.], tot_loss[loss=0.3108, simple_loss=0.3695, pruned_loss=0.126, over 2474469.55 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06798, over 19790.52 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3687, pruned_loss=0.113, over 2174223.63 frames. utt_duration=1253 frames, utt_pad_proportion=0.05628, over 6949.22 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.3699, pruned_loss=0.128, over 2475198.88 frames. utt_duration=474 frames, utt_pad_proportion=0.06853, over 20950.87 utterances.], batch size: 85, lr: 1.20e-03
2022-08-20 18:50:15,130 INFO [train.py:927] (5/8) Epoch 2, batch 4350, giga_loss[loss=0.289, simple_loss=0.3605, pruned_loss=0.1087, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03304, over 97.00 utterances.], tot_loss[loss=0.3153, simple_loss=0.3768, pruned_loss=0.1269, over 2474053.54 frames. utt_duration=505.3 frames, utt_pad_proportion=0.0684, over 19639.88 utterances.], libri_tot_loss[loss=0.3048, simple_loss=0.3783, pruned_loss=0.1157, over 2178611.59 frames. utt_duration=1251 frames, utt_pad_proportion=0.05658, over 6974.02 utterances.], giga_tot_loss[loss=0.3112, simple_loss=0.3697, pruned_loss=0.1264, over 2474715.83 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06878, over 20699.86 utterances.], batch size: 97, lr: 1.19e-03
2022-08-20 18:52:00,870 INFO [train.py:927] (5/8) Epoch 2, batch 4400, giga_loss[loss=0.3168, simple_loss=0.3718, pruned_loss=0.1309, over 12379.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02781, over 70.00 utterances.], tot_loss[loss=0.3143, simple_loss=0.3745, pruned_loss=0.1271, over 2473901.13 frames. utt_duration=480 frames, utt_pad_proportion=0.075, over 20676.20 utterances.], libri_tot_loss[loss=0.3046, simple_loss=0.378, pruned_loss=0.1156, over 2185305.74 frames. utt_duration=1252 frames, utt_pad_proportion=0.0563, over 6987.88 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.369, pruned_loss=0.127, over 2474978.01 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07517, over 21803.63 utterances.], batch size: 70, lr: 1.19e-03
2022-08-20 18:53:44,418 INFO [train.py:927] (5/8) Epoch 2, batch 4450, giga_loss[loss=0.2991, simple_loss=0.3548, pruned_loss=0.1217, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03228, over 104.00 utterances.], tot_loss[loss=0.3107, simple_loss=0.3704, pruned_loss=0.1255, over 2473802.21 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07111, over 20079.86 utterances.], libri_tot_loss[loss=0.3035, simple_loss=0.377, pruned_loss=0.115, over 2193545.84 frames. utt_duration=1259 frames, utt_pad_proportion=0.05507, over 6979.17 utterances.], giga_tot_loss[loss=0.3096, simple_loss=0.3666, pruned_loss=0.1263, over 2474946.18 frames. utt_duration=465 frames, utt_pad_proportion=0.07199, over 21355.44 utterances.], batch size: 104, lr: 1.19e-03
2022-08-20 18:55:27,329 INFO [train.py:927] (5/8) Epoch 2, batch 4500, giga_loss[loss=0.297, simple_loss=0.3476, pruned_loss=0.1232, over 12234.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03061, over 39.00 utterances.], tot_loss[loss=0.3093, simple_loss=0.3681, pruned_loss=0.1253, over 2474373.65 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06995, over 20145.62 utterances.], libri_tot_loss[loss=0.3037, simple_loss=0.377, pruned_loss=0.1152, over 2197937.79 frames. utt_duration=1258 frames, utt_pad_proportion=0.05474, over 6997.39 utterances.], giga_tot_loss[loss=0.3084, simple_loss=0.3651, pruned_loss=0.1258, over 2475100.86 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07087, over 21302.91 utterances.], batch size: 39, lr: 1.19e-03
2022-08-20 18:57:10,601 INFO [train.py:927] (5/8) Epoch 2, batch 4550, giga_loss[loss=0.3462, simple_loss=0.3905, pruned_loss=0.1509, over 12270.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03619, over 28.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3648, pruned_loss=0.124, over 2473851.85 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06517, over 19978.60 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3766, pruned_loss=0.1153, over 2200285.76 frames. utt_duration=1261 frames, utt_pad_proportion=0.05433, over 6988.43 utterances.], giga_tot_loss[loss=0.3058, simple_loss=0.3626, pruned_loss=0.1245, over 2474781.82 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06628, over 21012.38 utterances.], batch size: 28, lr: 1.19e-03
2022-08-20 18:58:51,022 INFO [train.py:927] (5/8) Epoch 2, batch 4600, giga_loss[loss=0.3284, simple_loss=0.3877, pruned_loss=0.1345, over 12428.00 frames. utt_duration=437.7 frames, utt_pad_proportion=0.0402, over 114.00 utterances.], tot_loss[loss=0.305, simple_loss=0.3637, pruned_loss=0.1232, over 2473295.19 frames. utt_duration=491 frames, utt_pad_proportion=0.07143, over 20207.42 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3756, pruned_loss=0.1151, over 2206911.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.05319, over 6984.77 utterances.], giga_tot_loss[loss=0.3051, simple_loss=0.3625, pruned_loss=0.1239, over 2474184.93 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07244, over 21335.68 utterances.], batch size: 114, lr: 1.19e-03
2022-08-20 19:00:34,022 INFO [train.py:927] (5/8) Epoch 2, batch 4650, giga_loss[loss=0.2846, simple_loss=0.3447, pruned_loss=0.1122, over 12448.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03472, over 123.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.3627, pruned_loss=0.1221, over 2473265.47 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07073, over 19879.39 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3735, pruned_loss=0.1144, over 2219842.35 frames. utt_duration=1272 frames, utt_pad_proportion=0.0512, over 6990.90 utterances.], giga_tot_loss[loss=0.305, simple_loss=0.3629, pruned_loss=0.1236, over 2474085.43 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07252, over 21387.62 utterances.], batch size: 123, lr: 1.19e-03
2022-08-20 19:02:21,327 INFO [train.py:927] (5/8) Epoch 2, batch 4700, giga_loss[loss=0.4049, simple_loss=0.414, pruned_loss=0.1978, over 12353.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.3092, simple_loss=0.3674, pruned_loss=0.1255, over 2472786.28 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07405, over 20512.29 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.3753, pruned_loss=0.1141, over 2225751.38 frames. utt_duration=1278 frames, utt_pad_proportion=0.05024, over 6976.21 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3658, pruned_loss=0.1272, over 2473768.09 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07562, over 22021.78 utterances.], batch size: 369, lr: 1.19e-03
2022-08-20 19:04:04,820 INFO [train.py:927] (5/8) Epoch 2, batch 4750, giga_loss[loss=0.3525, simple_loss=0.3888, pruned_loss=0.1581, over 12391.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06377, over 183.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.3671, pruned_loss=0.1263, over 2472997.03 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07417, over 20202.99 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3746, pruned_loss=0.1137, over 2234601.24 frames. utt_duration=1278 frames, utt_pad_proportion=0.04905, over 7001.76 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.3661, pruned_loss=0.1284, over 2473500.86 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07605, over 21804.38 utterances.], batch size: 183, lr: 1.19e-03
2022-08-20 19:05:49,021 INFO [train.py:927] (5/8) Epoch 2, batch 4800, giga_loss[loss=0.2626, simple_loss=0.3325, pruned_loss=0.09637, over 12445.00 frames. utt_duration=712.7 frames, utt_pad_proportion=0.0223, over 70.00 utterances.], tot_loss[loss=0.3119, simple_loss=0.3677, pruned_loss=0.1281, over 2472619.70 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07582, over 20556.75 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3742, pruned_loss=0.1135, over 2241355.20 frames. utt_duration=1280 frames, utt_pad_proportion=0.04795, over 7012.44 utterances.], giga_tot_loss[loss=0.3138, simple_loss=0.3671, pruned_loss=0.1302, over 2473313.54 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07772, over 22180.33 utterances.], batch size: 70, lr: 1.19e-03
2022-08-20 19:07:29,115 INFO [train.py:927] (5/8) Epoch 2, batch 4850, giga_loss[loss=0.2658, simple_loss=0.3392, pruned_loss=0.09615, over 12347.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03333, over 97.00 utterances.], tot_loss[loss=0.3096, simple_loss=0.3662, pruned_loss=0.1265, over 2472734.46 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07571, over 20530.41 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3731, pruned_loss=0.1132, over 2250277.05 frames. utt_duration=1259 frames, utt_pad_proportion=0.05524, over 7157.48 utterances.], giga_tot_loss[loss=0.3121, simple_loss=0.3663, pruned_loss=0.129, over 2473451.26 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07539, over 22193.18 utterances.], batch size: 97, lr: 1.19e-03
2022-08-20 19:09:13,163 INFO [train.py:927] (5/8) Epoch 2, batch 4900, giga_loss[loss=0.2656, simple_loss=0.327, pruned_loss=0.1021, over 12370.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.307, simple_loss=0.3638, pruned_loss=0.1251, over 2472946.85 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07968, over 21399.50 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3725, pruned_loss=0.1133, over 2256365.73 frames. utt_duration=1265 frames, utt_pad_proportion=0.05399, over 7145.99 utterances.], giga_tot_loss[loss=0.3094, simple_loss=0.3641, pruned_loss=0.1273, over 2473982.33 frames. utt_duration=429.3 frames, utt_pad_proportion=0.0798, over 23130.88 utterances.], batch size: 70, lr: 1.18e-03
2022-08-20 19:11:01,362 INFO [train.py:927] (5/8) Epoch 2, batch 4950, giga_loss[loss=0.292, simple_loss=0.353, pruned_loss=0.1155, over 12464.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03018, over 75.00 utterances.], tot_loss[loss=0.3065, simple_loss=0.3626, pruned_loss=0.1252, over 2473893.38 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07607, over 20978.44 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3724, pruned_loss=0.1134, over 2260204.60 frames. utt_duration=1268 frames, utt_pad_proportion=0.05312, over 7141.17 utterances.], giga_tot_loss[loss=0.3084, simple_loss=0.3627, pruned_loss=0.127, over 2475088.49 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07676, over 22594.43 utterances.], batch size: 75, lr: 1.18e-03
2022-08-20 19:12:46,549 INFO [train.py:927] (5/8) Epoch 2, batch 5000, giga_loss[loss=0.3158, simple_loss=0.3819, pruned_loss=0.1249, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03265, over 97.00 utterances.], tot_loss[loss=0.3097, simple_loss=0.3677, pruned_loss=0.1259, over 2474225.04 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07046, over 20084.79 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3756, pruned_loss=0.1137, over 2264304.29 frames. utt_duration=1271 frames, utt_pad_proportion=0.05224, over 7133.38 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3649, pruned_loss=0.1273, over 2475310.40 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07177, over 21625.37 utterances.], batch size: 97, lr: 1.18e-03
2022-08-20 19:14:34,086 INFO [train.py:927] (5/8) Epoch 2, batch 5050, giga_loss[loss=0.2667, simple_loss=0.339, pruned_loss=0.09719, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02625, over 48.00 utterances.], tot_loss[loss=0.3107, simple_loss=0.3697, pruned_loss=0.1258, over 2473939.10 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07542, over 20709.59 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3763, pruned_loss=0.1139, over 2266296.55 frames. utt_duration=1273 frames, utt_pad_proportion=0.0518, over 7130.05 utterances.], giga_tot_loss[loss=0.3104, simple_loss=0.3669, pruned_loss=0.1269, over 2474898.99 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07635, over 22042.19 utterances.], batch size: 48, lr: 1.18e-03
2022-08-20 19:16:18,159 INFO [train.py:927] (5/8) Epoch 2, batch 5100, giga_loss[loss=0.3048, simple_loss=0.364, pruned_loss=0.1227, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02848, over 48.00 utterances.], tot_loss[loss=0.3125, simple_loss=0.3707, pruned_loss=0.1272, over 2473383.64 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07337, over 20611.55 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3761, pruned_loss=0.1138, over 2269378.79 frames. utt_duration=1275 frames, utt_pad_proportion=0.05112, over 7129.11 utterances.], giga_tot_loss[loss=0.3125, simple_loss=0.3686, pruned_loss=0.1282, over 2474153.45 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07449, over 21832.98 utterances.], batch size: 48, lr: 1.18e-03
2022-08-20 19:18:04,974 INFO [train.py:927] (5/8) Epoch 2, batch 5150, giga_loss[loss=0.4356, simple_loss=0.4364, pruned_loss=0.2174, over 12352.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.202, over 368.00 utterances.], tot_loss[loss=0.3134, simple_loss=0.3694, pruned_loss=0.1287, over 2472455.03 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08393, over 21550.19 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3751, pruned_loss=0.1139, over 2274251.02 frames. utt_duration=1277 frames, utt_pad_proportion=0.05028, over 7130.77 utterances.], giga_tot_loss[loss=0.314, simple_loss=0.3684, pruned_loss=0.1298, over 2473236.16 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08464, over 22824.01 utterances.], batch size: 368, lr: 1.18e-03
2022-08-20 19:19:50,625 INFO [train.py:927] (5/8) Epoch 2, batch 5200, libri_loss[loss=0.2256, simple_loss=0.3123, pruned_loss=0.0694, over 12205.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.04412, over 27.00 utterances.], tot_loss[loss=0.3155, simple_loss=0.3712, pruned_loss=0.13, over 2471971.11 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07867, over 20809.59 utterances.], libri_tot_loss[loss=0.3044, simple_loss=0.378, pruned_loss=0.1154, over 2280628.81 frames. utt_duration=1264 frames, utt_pad_proportion=0.05478, over 7227.93 utterances.], giga_tot_loss[loss=0.314, simple_loss=0.3678, pruned_loss=0.1301, over 2473045.06 frames. utt_duration=447 frames, utt_pad_proportion=0.07867, over 22202.24 utterances.], batch size: 27, lr: 1.18e-03
2022-08-20 19:21:37,096 INFO [train.py:927] (5/8) Epoch 2, batch 5250, giga_loss[loss=0.305, simple_loss=0.3642, pruned_loss=0.1228, over 12453.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04344, over 134.00 utterances.], tot_loss[loss=0.3154, simple_loss=0.3707, pruned_loss=0.13, over 2471928.75 frames. utt_duration=484.4 frames, utt_pad_proportion=0.0756, over 20473.25 utterances.], libri_tot_loss[loss=0.3044, simple_loss=0.3781, pruned_loss=0.1154, over 2284363.45 frames. utt_duration=1265 frames, utt_pad_proportion=0.05389, over 7233.39 utterances.], giga_tot_loss[loss=0.3143, simple_loss=0.3677, pruned_loss=0.1304, over 2472852.00 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07616, over 21811.58 utterances.], batch size: 134, lr: 1.18e-03
2022-08-20 19:23:23,934 INFO [train.py:927] (5/8) Epoch 2, batch 5300, giga_loss[loss=0.2809, simple_loss=0.3397, pruned_loss=0.1111, over 12301.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03662, over 51.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.3657, pruned_loss=0.1271, over 2471034.52 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07489, over 19974.12 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3772, pruned_loss=0.115, over 2287872.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.05309, over 7215.81 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3639, pruned_loss=0.128, over 2471946.27 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07575, over 21289.52 utterances.], batch size: 51, lr: 1.18e-03
2022-08-20 19:25:07,692 INFO [train.py:927] (5/8) Epoch 2, batch 5350, giga_loss[loss=0.2611, simple_loss=0.3311, pruned_loss=0.09556, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04378, over 34.00 utterances.], tot_loss[loss=0.3088, simple_loss=0.3653, pruned_loss=0.1261, over 2471766.64 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07091, over 20070.42 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3755, pruned_loss=0.1141, over 2293064.46 frames. utt_duration=1275 frames, utt_pad_proportion=0.0522, over 7203.75 utterances.], giga_tot_loss[loss=0.3103, simple_loss=0.3649, pruned_loss=0.1279, over 2472691.97 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07225, over 21482.50 utterances.], batch size: 34, lr: 1.18e-03
2022-08-20 19:27:02,219 INFO [train.py:927] (5/8) Epoch 2, batch 5400, libri_loss[loss=0.2174, simple_loss=0.2899, pruned_loss=0.07244, over 12230.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.05035, over 27.00 utterances.], tot_loss[loss=0.3077, simple_loss=0.3641, pruned_loss=0.1257, over 2472402.08 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06822, over 19649.84 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3751, pruned_loss=0.114, over 2295274.36 frames. utt_duration=1278 frames, utt_pad_proportion=0.05176, over 7191.72 utterances.], giga_tot_loss[loss=0.3094, simple_loss=0.3641, pruned_loss=0.1273, over 2473534.61 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06966, over 20944.03 utterances.], batch size: 27, lr: 1.18e-03
2022-08-20 19:28:49,514 INFO [train.py:927] (5/8) Epoch 2, batch 5450, giga_loss[loss=0.2698, simple_loss=0.3557, pruned_loss=0.09194, over 12316.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02892, over 74.00 utterances.], tot_loss[loss=0.3082, simple_loss=0.3662, pruned_loss=0.1251, over 2472986.91 frames. utt_duration=504.4 frames, utt_pad_proportion=0.07143, over 19666.82 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3748, pruned_loss=0.114, over 2300488.33 frames. utt_duration=1267 frames, utt_pad_proportion=0.05524, over 7272.10 utterances.], giga_tot_loss[loss=0.3098, simple_loss=0.3662, pruned_loss=0.1267, over 2473940.55 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07151, over 20950.61 utterances.], batch size: 74, lr: 1.17e-03
2022-08-20 19:30:33,527 INFO [train.py:927] (5/8) Epoch 2, batch 5500, giga_loss[loss=0.3125, simple_loss=0.3797, pruned_loss=0.1226, over 12440.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03759, over 105.00 utterances.], tot_loss[loss=0.3129, simple_loss=0.3708, pruned_loss=0.1275, over 2473075.32 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07438, over 20034.30 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3749, pruned_loss=0.1139, over 2305658.61 frames. utt_duration=1267 frames, utt_pad_proportion=0.05485, over 7288.88 utterances.], giga_tot_loss[loss=0.3144, simple_loss=0.3705, pruned_loss=0.1292, over 2473796.23 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07456, over 21390.81 utterances.], batch size: 105, lr: 1.17e-03
2022-08-20 19:32:16,133 INFO [train.py:927] (5/8) Epoch 2, batch 5550, giga_loss[loss=0.2753, simple_loss=0.3399, pruned_loss=0.1053, over 12154.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03486, over 36.00 utterances.], tot_loss[loss=0.3146, simple_loss=0.3718, pruned_loss=0.1287, over 2472211.98 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07351, over 19856.08 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3733, pruned_loss=0.1131, over 2311988.82 frames. utt_duration=1269 frames, utt_pad_proportion=0.05437, over 7294.61 utterances.], giga_tot_loss[loss=0.3177, simple_loss=0.3728, pruned_loss=0.1314, over 2473023.08 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07402, over 21403.00 utterances.], batch size: 36, lr: 1.17e-03
2022-08-20 19:33:59,132 INFO [train.py:927] (5/8) Epoch 2, batch 5600, giga_loss[loss=0.246, simple_loss=0.3253, pruned_loss=0.08334, over 12400.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02815, over 62.00 utterances.], tot_loss[loss=0.3152, simple_loss=0.3718, pruned_loss=0.1293, over 2472557.29 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07016, over 19763.32 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3725, pruned_loss=0.1128, over 2317475.38 frames. utt_duration=1272 frames, utt_pad_proportion=0.05297, over 7296.16 utterances.], giga_tot_loss[loss=0.3188, simple_loss=0.3732, pruned_loss=0.1322, over 2473256.40 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07139, over 21394.34 utterances.], batch size: 62, lr: 1.17e-03
2022-08-20 19:35:42,037 INFO [train.py:927] (5/8) Epoch 2, batch 5650, giga_loss[loss=0.2759, simple_loss=0.3482, pruned_loss=0.1017, over 12344.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03268, over 85.00 utterances.], tot_loss[loss=0.3121, simple_loss=0.3705, pruned_loss=0.1268, over 2472855.21 frames. utt_duration=500 frames, utt_pad_proportion=0.07103, over 19841.63 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3715, pruned_loss=0.1122, over 2320802.82 frames. utt_duration=1263 frames, utt_pad_proportion=0.05679, over 7360.03 utterances.], giga_tot_loss[loss=0.3162, simple_loss=0.3725, pruned_loss=0.13, over 2473878.51 frames. utt_duration=464.4 frames, utt_pad_proportion=0.0709, over 21375.21 utterances.], batch size: 85, lr: 1.17e-03
2022-08-20 19:37:27,620 INFO [train.py:927] (5/8) Epoch 2, batch 5700, giga_loss[loss=0.3452, simple_loss=0.3891, pruned_loss=0.1506, over 12355.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.3129, simple_loss=0.3713, pruned_loss=0.1272, over 2473792.80 frames. utt_duration=487 frames, utt_pad_proportion=0.07569, over 20380.81 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3713, pruned_loss=0.1119, over 2324767.45 frames. utt_duration=1253 frames, utt_pad_proportion=0.06084, over 7433.29 utterances.], giga_tot_loss[loss=0.3169, simple_loss=0.3731, pruned_loss=0.1303, over 2474442.27 frames. utt_duration=454.8 frames, utt_pad_proportion=0.0742, over 21836.44 utterances.], batch size: 97, lr: 1.17e-03
2022-08-20 19:39:14,480 INFO [train.py:927] (5/8) Epoch 2, batch 5750, giga_loss[loss=0.2803, simple_loss=0.3455, pruned_loss=0.1075, over 12435.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03535, over 105.00 utterances.], tot_loss[loss=0.3113, simple_loss=0.3696, pruned_loss=0.1265, over 2472927.29 frames. utt_duration=486.5 frames, utt_pad_proportion=0.0751, over 20395.82 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3713, pruned_loss=0.1121, over 2327890.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.06009, over 7449.63 utterances.], giga_tot_loss[loss=0.3146, simple_loss=0.371, pruned_loss=0.1291, over 2473264.29 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07429, over 21774.35 utterances.], batch size: 105, lr: 1.17e-03
2022-08-20 19:41:01,096 INFO [train.py:927] (5/8) Epoch 2, batch 5800, giga_loss[loss=0.2914, simple_loss=0.3593, pruned_loss=0.1117, over 12312.00 frames. utt_duration=747.6 frames, utt_pad_proportion=0.0316, over 66.00 utterances.], tot_loss[loss=0.3097, simple_loss=0.3673, pruned_loss=0.1261, over 2473645.32 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07697, over 20768.87 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.371, pruned_loss=0.1117, over 2331437.57 frames. utt_duration=1253 frames, utt_pad_proportion=0.05922, over 7450.46 utterances.], giga_tot_loss[loss=0.3131, simple_loss=0.3686, pruned_loss=0.1288, over 2473959.20 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07659, over 22155.13 utterances.], batch size: 66, lr: 1.17e-03
2022-08-20 19:42:44,239 INFO [train.py:927] (5/8) Epoch 2, batch 5850, libri_loss[loss=0.3204, simple_loss=0.393, pruned_loss=0.1239, over 12299.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006235, over 35.00 utterances.], tot_loss[loss=0.3095, simple_loss=0.3663, pruned_loss=0.1263, over 2473203.45 frames. utt_duration=461.8 frames, utt_pad_proportion=0.08387, over 21489.26 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3711, pruned_loss=0.1118, over 2335806.78 frames. utt_duration=1245 frames, utt_pad_proportion=0.06224, over 7516.15 utterances.], giga_tot_loss[loss=0.3124, simple_loss=0.3671, pruned_loss=0.1289, over 2473951.18 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08262, over 22993.46 utterances.], batch size: 35, lr: 1.17e-03
2022-08-20 19:44:24,004 INFO [train.py:927] (5/8) Epoch 2, batch 5900, giga_loss[loss=0.2782, simple_loss=0.3485, pruned_loss=0.104, over 12376.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05297, over 161.00 utterances.], tot_loss[loss=0.3056, simple_loss=0.3638, pruned_loss=0.1237, over 2473856.84 frames. utt_duration=469 frames, utt_pad_proportion=0.07913, over 21164.79 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.371, pruned_loss=0.1118, over 2337256.90 frames. utt_duration=1234 frames, utt_pad_proportion=0.06583, over 7583.03 utterances.], giga_tot_loss[loss=0.308, simple_loss=0.3644, pruned_loss=0.1258, over 2474380.54 frames. utt_duration=443.2 frames, utt_pad_proportion=0.0775, over 22404.15 utterances.], batch size: 161, lr: 1.17e-03
2022-08-20 19:46:08,045 INFO [train.py:927] (5/8) Epoch 2, batch 5950, giga_loss[loss=0.267, simple_loss=0.3352, pruned_loss=0.09942, over 12360.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03212, over 58.00 utterances.], tot_loss[loss=0.3014, simple_loss=0.3607, pruned_loss=0.1211, over 2473982.02 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07768, over 20668.11 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3712, pruned_loss=0.1122, over 2340826.53 frames. utt_duration=1236 frames, utt_pad_proportion=0.0648, over 7584.53 utterances.], giga_tot_loss[loss=0.3031, simple_loss=0.3609, pruned_loss=0.1226, over 2474228.96 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07687, over 21971.94 utterances.], batch size: 58, lr: 1.17e-03
2022-08-20 19:47:57,697 INFO [train.py:927] (5/8) Epoch 2, batch 6000, giga_loss[loss=0.2888, simple_loss=0.3504, pruned_loss=0.1136, over 12371.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04026, over 145.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.3606, pruned_loss=0.121, over 2473928.07 frames. utt_duration=474 frames, utt_pad_proportion=0.07925, over 20939.93 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3743, pruned_loss=0.1134, over 2343075.06 frames. utt_duration=1227 frames, utt_pad_proportion=0.06786, over 7647.78 utterances.], giga_tot_loss[loss=0.3003, simple_loss=0.3579, pruned_loss=0.1214, over 2474474.55 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07776, over 22157.24 utterances.], batch size: 145, lr: 1.16e-03
2022-08-20 19:47:57,699 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 19:48:11,749 INFO [train.py:967] (5/8) 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 19:49:55,963 INFO [train.py:927] (5/8) Epoch 2, batch 6050, giga_loss[loss=0.2528, simple_loss=0.3216, pruned_loss=0.09199, over 12376.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.0406, over 31.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3596, pruned_loss=0.1206, over 2474329.50 frames. utt_duration=465.8 frames, utt_pad_proportion=0.08306, over 21316.83 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3744, pruned_loss=0.1135, over 2343829.69 frames. utt_duration=1223 frames, utt_pad_proportion=0.06846, over 7675.54 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3573, pruned_loss=0.1208, over 2474661.92 frames. utt_duration=445.2 frames, utt_pad_proportion=0.08158, over 22307.71 utterances.], batch size: 31, lr: 1.16e-03
2022-08-20 19:51:41,296 INFO [train.py:927] (5/8) Epoch 2, batch 6100, libri_loss[loss=0.3123, simple_loss=0.3641, pruned_loss=0.1302, over 12288.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.0066, over 37.00 utterances.], tot_loss[loss=0.2981, simple_loss=0.358, pruned_loss=0.1191, over 2474225.62 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07754, over 20701.51 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3733, pruned_loss=0.1131, over 2347579.88 frames. utt_duration=1217 frames, utt_pad_proportion=0.07107, over 7726.41 utterances.], giga_tot_loss[loss=0.2981, simple_loss=0.3566, pruned_loss=0.1198, over 2474603.47 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07594, over 21799.32 utterances.], batch size: 37, lr: 1.16e-03
2022-08-20 19:53:24,971 INFO [train.py:927] (5/8) Epoch 2, batch 6150, giga_loss[loss=0.2856, simple_loss=0.3477, pruned_loss=0.1118, over 12402.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03469, over 80.00 utterances.], tot_loss[loss=0.2971, simple_loss=0.3569, pruned_loss=0.1186, over 2473508.23 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07153, over 19795.51 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3717, pruned_loss=0.1125, over 2351719.67 frames. utt_duration=1226 frames, utt_pad_proportion=0.0689, over 7682.23 utterances.], giga_tot_loss[loss=0.2983, simple_loss=0.3567, pruned_loss=0.1199, over 2474537.81 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07127, over 21165.19 utterances.], batch size: 80, lr: 1.16e-03
2022-08-20 19:55:10,613 INFO [train.py:927] (5/8) Epoch 2, batch 6200, giga_loss[loss=0.2929, simple_loss=0.3567, pruned_loss=0.1146, over 12417.00 frames. utt_duration=508.3 frames, utt_pad_proportion=0.03724, over 98.00 utterances.], tot_loss[loss=0.2992, simple_loss=0.3586, pruned_loss=0.1199, over 2473272.60 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06947, over 19271.69 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3701, pruned_loss=0.1122, over 2357208.65 frames. utt_duration=1232 frames, utt_pad_proportion=0.06657, over 7661.07 utterances.], giga_tot_loss[loss=0.3011, simple_loss=0.3593, pruned_loss=0.1215, over 2474589.46 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07019, over 20962.30 utterances.], batch size: 98, lr: 1.16e-03
2022-08-20 19:56:57,269 INFO [train.py:927] (5/8) Epoch 2, batch 6250, giga_loss[loss=0.3121, simple_loss=0.3706, pruned_loss=0.1268, over 12456.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04277, over 114.00 utterances.], tot_loss[loss=0.3031, simple_loss=0.3619, pruned_loss=0.1222, over 2473726.19 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06578, over 19490.09 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3701, pruned_loss=0.112, over 2358936.30 frames. utt_duration=1231 frames, utt_pad_proportion=0.06606, over 7674.18 utterances.], giga_tot_loss[loss=0.3048, simple_loss=0.3621, pruned_loss=0.1237, over 2474781.22 frames. utt_duration=473.7 frames, utt_pad_proportion=0.06676, over 20964.45 utterances.], batch size: 114, lr: 1.16e-03
2022-08-20 19:58:46,369 INFO [train.py:927] (5/8) Epoch 2, batch 6300, giga_loss[loss=0.2675, simple_loss=0.3439, pruned_loss=0.09559, over 12356.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02943, over 70.00 utterances.], tot_loss[loss=0.3056, simple_loss=0.3652, pruned_loss=0.123, over 2474248.57 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06454, over 19837.57 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3712, pruned_loss=0.1119, over 2360392.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.06536, over 7653.16 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.3645, pruned_loss=0.1245, over 2475324.15 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06562, over 21186.70 utterances.], batch size: 70, lr: 1.16e-03
2022-08-20 20:00:34,035 INFO [train.py:927] (5/8) Epoch 2, batch 6350, giga_loss[loss=0.3499, simple_loss=0.3936, pruned_loss=0.1531, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03516, over 105.00 utterances.], tot_loss[loss=0.3095, simple_loss=0.3672, pruned_loss=0.1259, over 2474647.58 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06984, over 21096.01 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3707, pruned_loss=0.1122, over 2363476.13 frames. utt_duration=1228 frames, utt_pad_proportion=0.06831, over 7705.84 utterances.], giga_tot_loss[loss=0.3106, simple_loss=0.3669, pruned_loss=0.1271, over 2475769.62 frames. utt_duration=442 frames, utt_pad_proportion=0.06953, over 22479.44 utterances.], batch size: 105, lr: 1.16e-03
2022-08-20 20:02:21,120 INFO [train.py:927] (5/8) Epoch 2, batch 6400, giga_loss[loss=0.3237, simple_loss=0.3679, pruned_loss=0.1398, over 12329.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03398, over 85.00 utterances.], tot_loss[loss=0.3074, simple_loss=0.3652, pruned_loss=0.1248, over 2475103.31 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06763, over 21022.26 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3691, pruned_loss=0.1114, over 2367823.64 frames. utt_duration=1232 frames, utt_pad_proportion=0.06693, over 7700.18 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3662, pruned_loss=0.127, over 2476044.75 frames. utt_duration=439 frames, utt_pad_proportion=0.06797, over 22635.39 utterances.], batch size: 85, lr: 1.16e-03
2022-08-20 20:04:07,551 INFO [train.py:927] (5/8) Epoch 2, batch 6450, giga_loss[loss=0.3212, simple_loss=0.3795, pruned_loss=0.1314, over 12428.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03765, over 133.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3636, pruned_loss=0.1246, over 2475721.72 frames. utt_duration=471.7 frames, utt_pad_proportion=0.0684, over 21060.32 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3689, pruned_loss=0.1118, over 2370135.88 frames. utt_duration=1230 frames, utt_pad_proportion=0.06665, over 7714.32 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3645, pruned_loss=0.1262, over 2476290.82 frames. utt_duration=440.2 frames, utt_pad_proportion=0.0687, over 22577.32 utterances.], batch size: 133, lr: 1.16e-03
2022-08-20 20:05:52,124 INFO [train.py:927] (5/8) Epoch 2, batch 6500, giga_loss[loss=0.28, simple_loss=0.3456, pruned_loss=0.1072, over 12359.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.3086, simple_loss=0.3655, pruned_loss=0.1258, over 2474448.65 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07231, over 21435.53 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3704, pruned_loss=0.1117, over 2371280.83 frames. utt_duration=1233 frames, utt_pad_proportion=0.06591, over 7700.73 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3647, pruned_loss=0.1274, over 2475266.77 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07256, over 22830.21 utterances.], batch size: 58, lr: 1.16e-03
2022-08-20 20:07:35,268 INFO [train.py:927] (5/8) Epoch 2, batch 6550, giga_loss[loss=0.3268, simple_loss=0.3761, pruned_loss=0.1388, over 12429.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05474, over 162.00 utterances.], tot_loss[loss=0.3107, simple_loss=0.3674, pruned_loss=0.127, over 2474676.73 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07227, over 21477.48 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3708, pruned_loss=0.1115, over 2373635.45 frames. utt_duration=1239 frames, utt_pad_proportion=0.06466, over 7672.46 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3664, pruned_loss=0.1288, over 2475519.39 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07289, over 22927.83 utterances.], batch size: 162, lr: 1.16e-03
2022-08-20 20:09:20,595 INFO [train.py:927] (5/8) Epoch 2, batch 6600, giga_loss[loss=0.2566, simple_loss=0.3305, pruned_loss=0.09135, over 12166.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.04371, over 28.00 utterances.], tot_loss[loss=0.3109, simple_loss=0.3665, pruned_loss=0.1277, over 2474619.16 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07628, over 21762.88 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3703, pruned_loss=0.1114, over 2374502.48 frames. utt_duration=1240 frames, utt_pad_proportion=0.06426, over 7671.78 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.3661, pruned_loss=0.1292, over 2475397.36 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07671, over 23029.76 utterances.], batch size: 28, lr: 1.15e-03
2022-08-20 20:11:08,913 INFO [train.py:927] (5/8) Epoch 2, batch 6650, giga_loss[loss=0.3211, simple_loss=0.3809, pruned_loss=0.1307, over 12406.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04357, over 146.00 utterances.], tot_loss[loss=0.3107, simple_loss=0.3658, pruned_loss=0.1278, over 2474276.07 frames. utt_duration=453 frames, utt_pad_proportion=0.07501, over 21921.25 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3694, pruned_loss=0.1112, over 2375602.31 frames. utt_duration=1243 frames, utt_pad_proportion=0.06355, over 7651.82 utterances.], giga_tot_loss[loss=0.3125, simple_loss=0.3662, pruned_loss=0.1294, over 2475232.06 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07563, over 23119.79 utterances.], batch size: 146, lr: 1.15e-03
2022-08-20 20:12:53,308 INFO [train.py:927] (5/8) Epoch 2, batch 6700, giga_loss[loss=0.3597, simple_loss=0.39, pruned_loss=0.1646, over 12424.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06649, over 184.00 utterances.], tot_loss[loss=0.3104, simple_loss=0.366, pruned_loss=0.1274, over 2474509.61 frames. utt_duration=464.1 frames, utt_pad_proportion=0.0712, over 21394.13 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3685, pruned_loss=0.1109, over 2379555.16 frames. utt_duration=1250 frames, utt_pad_proportion=0.06145, over 7620.90 utterances.], giga_tot_loss[loss=0.3133, simple_loss=0.367, pruned_loss=0.1298, over 2475673.57 frames. utt_duration=432.3 frames, utt_pad_proportion=0.0727, over 22986.31 utterances.], batch size: 184, lr: 1.15e-03
2022-08-20 20:14:34,902 INFO [train.py:927] (5/8) Epoch 2, batch 6750, giga_loss[loss=0.3207, simple_loss=0.3736, pruned_loss=0.1339, over 12355.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02834, over 66.00 utterances.], tot_loss[loss=0.3145, simple_loss=0.3685, pruned_loss=0.1303, over 2474482.77 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07261, over 21672.94 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3682, pruned_loss=0.1108, over 2382114.75 frames. utt_duration=1240 frames, utt_pad_proportion=0.06464, over 7696.26 utterances.], giga_tot_loss[loss=0.3174, simple_loss=0.3695, pruned_loss=0.1326, over 2475202.81 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07283, over 23186.29 utterances.], batch size: 66, lr: 1.15e-03
2022-08-20 20:16:17,816 INFO [train.py:927] (5/8) Epoch 2, batch 6800, giga_loss[loss=0.2814, simple_loss=0.3457, pruned_loss=0.1085, over 12328.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03331, over 51.00 utterances.], tot_loss[loss=0.3141, simple_loss=0.3694, pruned_loss=0.1294, over 2473618.76 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07664, over 21804.64 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3685, pruned_loss=0.1105, over 2384627.98 frames. utt_duration=1237 frames, utt_pad_proportion=0.0644, over 7717.31 utterances.], giga_tot_loss[loss=0.3171, simple_loss=0.37, pruned_loss=0.1321, over 2474391.23 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07678, over 23394.61 utterances.], batch size: 51, lr: 1.15e-03
2022-08-20 20:18:02,493 INFO [train.py:927] (5/8) Epoch 2, batch 6850, giga_loss[loss=0.3379, simple_loss=0.3787, pruned_loss=0.1485, over 12397.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.0481, over 161.00 utterances.], tot_loss[loss=0.3143, simple_loss=0.3691, pruned_loss=0.1298, over 2473909.99 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07602, over 22348.26 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.3681, pruned_loss=0.1105, over 2386605.36 frames. utt_duration=1241 frames, utt_pad_proportion=0.06335, over 7704.09 utterances.], giga_tot_loss[loss=0.3172, simple_loss=0.37, pruned_loss=0.1322, over 2474333.64 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07651, over 23869.02 utterances.], batch size: 161, lr: 1.15e-03
2022-08-20 20:19:44,783 INFO [train.py:927] (5/8) Epoch 2, batch 6900, giga_loss[loss=0.3102, simple_loss=0.3681, pruned_loss=0.1261, over 12386.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02944, over 97.00 utterances.], tot_loss[loss=0.3131, simple_loss=0.3684, pruned_loss=0.1289, over 2474197.56 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0713, over 21427.28 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3677, pruned_loss=0.1104, over 2388203.45 frames. utt_duration=1241 frames, utt_pad_proportion=0.06244, over 7704.08 utterances.], giga_tot_loss[loss=0.316, simple_loss=0.3695, pruned_loss=0.1312, over 2474643.46 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07233, over 22894.42 utterances.], batch size: 97, lr: 1.15e-03
2022-08-20 20:21:31,227 INFO [train.py:927] (5/8) Epoch 2, batch 6950, giga_loss[loss=0.2824, simple_loss=0.3414, pruned_loss=0.1117, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02981, over 45.00 utterances.], tot_loss[loss=0.3111, simple_loss=0.3667, pruned_loss=0.1277, over 2474336.92 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06737, over 20949.36 utterances.], libri_tot_loss[loss=0.294, simple_loss=0.367, pruned_loss=0.1105, over 2391563.11 frames. utt_duration=1238 frames, utt_pad_proportion=0.062, over 7735.43 utterances.], giga_tot_loss[loss=0.3143, simple_loss=0.3681, pruned_loss=0.1303, over 2474713.01 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0687, over 22583.03 utterances.], batch size: 45, lr: 1.15e-03
2022-08-20 20:23:16,187 INFO [train.py:927] (5/8) Epoch 2, batch 7000, giga_loss[loss=0.2815, simple_loss=0.354, pruned_loss=0.1046, over 12323.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03456, over 58.00 utterances.], tot_loss[loss=0.3121, simple_loss=0.3669, pruned_loss=0.1286, over 2474063.42 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07266, over 21907.31 utterances.], libri_tot_loss[loss=0.293, simple_loss=0.3661, pruned_loss=0.1099, over 2392687.74 frames. utt_duration=1241 frames, utt_pad_proportion=0.0613, over 7719.48 utterances.], giga_tot_loss[loss=0.3157, simple_loss=0.3687, pruned_loss=0.1314, over 2474446.24 frames. utt_duration=424.6 frames, utt_pad_proportion=0.0736, over 23392.32 utterances.], batch size: 58, lr: 1.15e-03
2022-08-20 20:24:59,216 INFO [train.py:927] (5/8) Epoch 2, batch 7050, giga_loss[loss=0.2961, simple_loss=0.3614, pruned_loss=0.1154, over 12431.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03886, over 123.00 utterances.], tot_loss[loss=0.3149, simple_loss=0.3688, pruned_loss=0.1305, over 2474296.67 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07736, over 22844.56 utterances.], libri_tot_loss[loss=0.2932, simple_loss=0.3668, pruned_loss=0.1098, over 2393081.30 frames. utt_duration=1241 frames, utt_pad_proportion=0.06106, over 7721.88 utterances.], giga_tot_loss[loss=0.3176, simple_loss=0.3697, pruned_loss=0.1328, over 2474610.34 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07794, over 24074.48 utterances.], batch size: 123, lr: 1.15e-03
2022-08-20 20:26:41,480 INFO [train.py:927] (5/8) Epoch 2, batch 7100, giga_loss[loss=0.2873, simple_loss=0.3423, pruned_loss=0.1162, over 12404.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02523, over 48.00 utterances.], tot_loss[loss=0.3146, simple_loss=0.3707, pruned_loss=0.1292, over 2474923.18 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07478, over 22233.79 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3692, pruned_loss=0.1097, over 2395541.94 frames. utt_duration=1232 frames, utt_pad_proportion=0.06359, over 7784.91 utterances.], giga_tot_loss[loss=0.3165, simple_loss=0.3694, pruned_loss=0.1318, over 2475510.34 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07479, over 23632.86 utterances.], batch size: 48, lr: 1.15e-03
2022-08-20 20:28:24,671 INFO [train.py:927] (5/8) Epoch 2, batch 7150, giga_loss[loss=0.223, simple_loss=0.3007, pruned_loss=0.07268, over 12200.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.03473, over 28.00 utterances.], tot_loss[loss=0.3168, simple_loss=0.3713, pruned_loss=0.1312, over 2474802.78 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07629, over 22481.02 utterances.], libri_tot_loss[loss=0.2938, simple_loss=0.3684, pruned_loss=0.1096, over 2396801.92 frames. utt_duration=1237 frames, utt_pad_proportion=0.06275, over 7758.36 utterances.], giga_tot_loss[loss=0.3192, simple_loss=0.371, pruned_loss=0.1337, over 2475538.04 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07649, over 23866.66 utterances.], batch size: 28, lr: 1.15e-03
2022-08-20 20:30:10,804 INFO [train.py:927] (5/8) Epoch 2, batch 7200, giga_loss[loss=0.3096, simple_loss=0.3657, pruned_loss=0.1267, over 12365.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03112, over 97.00 utterances.], tot_loss[loss=0.3125, simple_loss=0.3673, pruned_loss=0.1289, over 2474152.24 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07381, over 21509.87 utterances.], libri_tot_loss[loss=0.2931, simple_loss=0.3675, pruned_loss=0.1093, over 2398487.82 frames. utt_duration=1237 frames, utt_pad_proportion=0.06228, over 7762.62 utterances.], giga_tot_loss[loss=0.3156, simple_loss=0.3679, pruned_loss=0.1317, over 2475315.22 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07437, over 23006.47 utterances.], batch size: 97, lr: 1.14e-03
2022-08-20 20:31:57,307 INFO [train.py:927] (5/8) Epoch 2, batch 7250, giga_loss[loss=0.3131, simple_loss=0.3654, pruned_loss=0.1304, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05093, over 161.00 utterances.], tot_loss[loss=0.3066, simple_loss=0.3618, pruned_loss=0.1257, over 2474444.01 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07528, over 21271.28 utterances.], libri_tot_loss[loss=0.2927, simple_loss=0.367, pruned_loss=0.1092, over 2399683.17 frames. utt_duration=1241 frames, utt_pad_proportion=0.06132, over 7741.52 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3627, pruned_loss=0.1283, over 2475669.96 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07599, over 22717.77 utterances.], batch size: 161, lr: 1.14e-03
2022-08-20 20:33:44,120 INFO [train.py:927] (5/8) Epoch 2, batch 7300, giga_loss[loss=0.3072, simple_loss=0.344, pruned_loss=0.1352, over 12360.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2162, over 375.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.36, pruned_loss=0.1243, over 2473866.01 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07687, over 21041.19 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.3666, pruned_loss=0.1088, over 2401501.33 frames. utt_duration=1245 frames, utt_pad_proportion=0.0604, over 7723.33 utterances.], giga_tot_loss[loss=0.3075, simple_loss=0.3609, pruned_loss=0.127, over 2474851.35 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07768, over 22500.85 utterances.], batch size: 375, lr: 1.14e-03
2022-08-20 20:35:28,189 INFO [train.py:927] (5/8) Epoch 2, batch 7350, giga_loss[loss=0.2682, simple_loss=0.3515, pruned_loss=0.09239, over 12420.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03377, over 75.00 utterances.], tot_loss[loss=0.3002, simple_loss=0.3585, pruned_loss=0.1209, over 2474142.68 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07751, over 22134.62 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.366, pruned_loss=0.1086, over 2403166.95 frames. utt_duration=1247 frames, utt_pad_proportion=0.06023, over 7719.48 utterances.], giga_tot_loss[loss=0.3034, simple_loss=0.3595, pruned_loss=0.1237, over 2475032.01 frames. utt_duration=421 frames, utt_pad_proportion=0.07826, over 23598.41 utterances.], batch size: 75, lr: 1.14e-03
2022-08-20 20:37:20,282 INFO [train.py:927] (5/8) Epoch 2, batch 7400, giga_loss[loss=0.2718, simple_loss=0.338, pruned_loss=0.1028, over 12443.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03609, over 123.00 utterances.], tot_loss[loss=0.2935, simple_loss=0.3542, pruned_loss=0.1164, over 2474331.90 frames. utt_duration=425.5 frames, utt_pad_proportion=0.08057, over 23337.66 utterances.], libri_tot_loss[loss=0.2917, simple_loss=0.3661, pruned_loss=0.1087, over 2403986.33 frames. utt_duration=1246 frames, utt_pad_proportion=0.06008, over 7729.22 utterances.], giga_tot_loss[loss=0.2959, simple_loss=0.3549, pruned_loss=0.1185, over 2474927.64 frames. utt_duration=403.6 frames, utt_pad_proportion=0.08108, over 24614.90 utterances.], batch size: 123, lr: 1.14e-03
2022-08-20 20:39:05,079 INFO [train.py:927] (5/8) Epoch 2, batch 7450, giga_loss[loss=0.2485, simple_loss=0.3064, pruned_loss=0.0953, over 12348.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1827, over 359.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.35, pruned_loss=0.1119, over 2474266.66 frames. utt_duration=406.1 frames, utt_pad_proportion=0.08439, over 24458.61 utterances.], libri_tot_loss[loss=0.291, simple_loss=0.3652, pruned_loss=0.1084, over 2405843.05 frames. utt_duration=1254 frames, utt_pad_proportion=0.05881, over 7685.89 utterances.], giga_tot_loss[loss=0.2895, simple_loss=0.3509, pruned_loss=0.114, over 2474925.61 frames. utt_duration=383 frames, utt_pad_proportion=0.08506, over 25944.36 utterances.], batch size: 359, lr: 1.14e-03
2022-08-20 20:40:50,725 INFO [train.py:927] (5/8) Epoch 2, batch 7500, giga_loss[loss=0.2753, simple_loss=0.3518, pruned_loss=0.09941, over 12435.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04202, over 114.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3495, pruned_loss=0.1103, over 2474522.98 frames. utt_duration=399.1 frames, utt_pad_proportion=0.08211, over 24894.01 utterances.], libri_tot_loss[loss=0.2904, simple_loss=0.3646, pruned_loss=0.1081, over 2406667.45 frames. utt_duration=1256 frames, utt_pad_proportion=0.0581, over 7673.65 utterances.], giga_tot_loss[loss=0.2876, simple_loss=0.3506, pruned_loss=0.1123, over 2475237.90 frames. utt_duration=377.5 frames, utt_pad_proportion=0.08302, over 26327.71 utterances.], batch size: 114, lr: 1.14e-03
2022-08-20 20:42:33,754 INFO [train.py:927] (5/8) Epoch 2, batch 7550, giga_loss[loss=0.3129, simple_loss=0.3557, pruned_loss=0.1351, over 12383.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3464, pruned_loss=0.1072, over 2474042.65 frames. utt_duration=404.7 frames, utt_pad_proportion=0.08037, over 24540.90 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.3637, pruned_loss=0.1077, over 2408888.87 frames. utt_duration=1260 frames, utt_pad_proportion=0.05715, over 7658.91 utterances.], giga_tot_loss[loss=0.2829, simple_loss=0.3475, pruned_loss=0.1092, over 2475040.97 frames. utt_duration=377.3 frames, utt_pad_proportion=0.08168, over 26342.65 utterances.], batch size: 258, lr: 1.14e-03
2022-08-20 20:44:17,603 INFO [train.py:927] (5/8) Epoch 2, batch 7600, giga_loss[loss=0.2416, simple_loss=0.3218, pruned_loss=0.08068, over 12358.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04818, over 26.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.346, pruned_loss=0.1058, over 2474452.93 frames. utt_duration=416.7 frames, utt_pad_proportion=0.07518, over 23833.59 utterances.], libri_tot_loss[loss=0.2891, simple_loss=0.3635, pruned_loss=0.1073, over 2410378.02 frames. utt_duration=1266 frames, utt_pad_proportion=0.05587, over 7624.62 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3466, pruned_loss=0.1076, over 2475664.02 frames. utt_duration=385.8 frames, utt_pad_proportion=0.07707, over 25762.32 utterances.], batch size: 26, lr: 1.14e-03
2022-08-20 20:46:00,737 INFO [train.py:927] (5/8) Epoch 2, batch 7650, libri_loss[loss=0.2063, simple_loss=0.2857, pruned_loss=0.06348, over 12193.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008227, over 30.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3422, pruned_loss=0.102, over 2475176.75 frames. utt_duration=425.4 frames, utt_pad_proportion=0.0711, over 23350.88 utterances.], libri_tot_loss[loss=0.2881, simple_loss=0.3626, pruned_loss=0.1068, over 2411871.71 frames. utt_duration=1272 frames, utt_pad_proportion=0.05486, over 7595.21 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3431, pruned_loss=0.1039, over 2476259.99 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07327, over 25292.39 utterances.], batch size: 30, lr: 1.14e-03
2022-08-20 20:47:43,510 INFO [train.py:927] (5/8) Epoch 2, batch 7700, giga_loss[loss=0.2509, simple_loss=0.3258, pruned_loss=0.08801, over 12343.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03275, over 85.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3366, pruned_loss=0.09824, over 2475369.47 frames. utt_duration=413.5 frames, utt_pad_proportion=0.07162, over 24028.71 utterances.], libri_tot_loss[loss=0.2879, simple_loss=0.3623, pruned_loss=0.1068, over 2412870.65 frames. utt_duration=1274 frames, utt_pad_proportion=0.05424, over 7582.34 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3373, pruned_loss=0.0997, over 2476170.02 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07348, over 25778.40 utterances.], batch size: 85, lr: 1.14e-03
2022-08-20 20:49:24,180 INFO [train.py:927] (5/8) Epoch 2, batch 7750, giga_loss[loss=0.2776, simple_loss=0.3455, pruned_loss=0.1049, over 12380.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04982, over 161.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3352, pruned_loss=0.09752, over 2475073.78 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07529, over 24617.39 utterances.], libri_tot_loss[loss=0.2874, simple_loss=0.362, pruned_loss=0.1064, over 2414589.74 frames. utt_duration=1281 frames, utt_pad_proportion=0.05289, over 7549.48 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.335, pruned_loss=0.09875, over 2476085.93 frames. utt_duration=374.1 frames, utt_pad_proportion=0.077, over 26579.61 utterances.], batch size: 161, lr: 1.14e-03
2022-08-20 20:51:21,505 INFO [train.py:927] (5/8) Epoch 2, batch 7800, giga_loss[loss=0.2739, simple_loss=0.3553, pruned_loss=0.09631, over 12405.00 frames. utt_duration=371.4 frames, utt_pad_proportion=0.04763, over 134.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3375, pruned_loss=0.09841, over 2475682.61 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07402, over 25332.87 utterances.], libri_tot_loss[loss=0.2864, simple_loss=0.3612, pruned_loss=0.1058, over 2416129.94 frames. utt_duration=1286 frames, utt_pad_proportion=0.0518, over 7523.34 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3374, pruned_loss=0.09966, over 2476746.81 frames. utt_duration=362.8 frames, utt_pad_proportion=0.07586, over 27414.03 utterances.], batch size: 134, lr: 1.13e-03
2022-08-20 20:53:20,158 INFO [train.py:927] (5/8) Epoch 2, batch 7850, libri_loss[loss=0.2685, simple_loss=0.3434, pruned_loss=0.09681, over 12480.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01225, over 40.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3381, pruned_loss=0.09831, over 2475753.03 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07251, over 25400.47 utterances.], libri_tot_loss[loss=0.286, simple_loss=0.3608, pruned_loss=0.1056, over 2417950.18 frames. utt_duration=1290 frames, utt_pad_proportion=0.0508, over 7507.75 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3378, pruned_loss=0.09933, over 2476558.36 frames. utt_duration=360.5 frames, utt_pad_proportion=0.07448, over 27585.59 utterances.], batch size: 40, lr: 1.13e-03
2022-08-20 20:55:23,868 INFO [train.py:927] (5/8) Epoch 2, batch 7900, giga_loss[loss=0.2435, simple_loss=0.3299, pruned_loss=0.07855, over 12422.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04446, over 161.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3347, pruned_loss=0.09471, over 2476203.31 frames. utt_duration=405.4 frames, utt_pad_proportion=0.06867, over 24516.08 utterances.], libri_tot_loss[loss=0.2858, simple_loss=0.3606, pruned_loss=0.1055, over 2418522.13 frames. utt_duration=1289 frames, utt_pad_proportion=0.05053, over 7511.63 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3344, pruned_loss=0.09551, over 2476844.31 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07068, over 26381.82 utterances.], batch size: 161, lr: 1.13e-03
2022-08-20 20:57:34,081 INFO [train.py:927] (5/8) Epoch 2, batch 7950, libri_loss[loss=0.3473, simple_loss=0.4699, pruned_loss=0.1123, over 12250.00 frames. utt_duration=962.4 frames, utt_pad_proportion=0.06923, over 51.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3352, pruned_loss=0.09342, over 2476069.58 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0655, over 24411.79 utterances.], libri_tot_loss[loss=0.2873, simple_loss=0.3634, pruned_loss=0.1056, over 2419553.78 frames. utt_duration=1287 frames, utt_pad_proportion=0.05017, over 7527.85 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3318, pruned_loss=0.09371, over 2476963.05 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06751, over 26274.67 utterances.], batch size: 51, lr: 1.13e-03
2022-08-20 20:59:31,418 INFO [train.py:927] (5/8) Epoch 2, batch 8000, giga_loss[loss=0.2241, simple_loss=0.3025, pruned_loss=0.07284, over 12428.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05753, over 182.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3338, pruned_loss=0.09271, over 2476247.50 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06513, over 24388.30 utterances.], libri_tot_loss[loss=0.2873, simple_loss=0.3638, pruned_loss=0.1054, over 2420319.32 frames. utt_duration=1286 frames, utt_pad_proportion=0.05025, over 7539.34 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3302, pruned_loss=0.09286, over 2477271.62 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06682, over 26148.95 utterances.], batch size: 182, lr: 1.13e-03
2022-08-20 21:01:39,903 INFO [train.py:927] (5/8) Epoch 2, batch 8050, giga_loss[loss=0.2313, simple_loss=0.3177, pruned_loss=0.0724, over 12422.00 frames. utt_duration=857.8 frames, utt_pad_proportion=0.02747, over 58.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3342, pruned_loss=0.0925, over 2476942.34 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06538, over 24730.08 utterances.], libri_tot_loss[loss=0.2869, simple_loss=0.3633, pruned_loss=0.1053, over 2421486.95 frames. utt_duration=1290 frames, utt_pad_proportion=0.04951, over 7518.72 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3313, pruned_loss=0.09251, over 2477715.18 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06696, over 26462.56 utterances.], batch size: 58, lr: 1.13e-03
2022-08-20 21:03:50,610 INFO [train.py:927] (5/8) Epoch 2, batch 8100, giga_loss[loss=0.2446, simple_loss=0.3265, pruned_loss=0.0814, over 12347.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03063, over 70.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3311, pruned_loss=0.09111, over 2477100.82 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06889, over 25255.35 utterances.], libri_tot_loss[loss=0.2867, simple_loss=0.3629, pruned_loss=0.1052, over 2422504.50 frames. utt_duration=1287 frames, utt_pad_proportion=0.0496, over 7539.42 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3285, pruned_loss=0.09094, over 2477772.59 frames. utt_duration=369.4 frames, utt_pad_proportion=0.06999, over 26921.69 utterances.], batch size: 70, lr: 1.13e-03
2022-08-20 21:05:53,127 INFO [train.py:927] (5/8) Epoch 2, batch 8150, giga_loss[loss=0.2242, simple_loss=0.3282, pruned_loss=0.06012, over 12314.00 frames. utt_duration=747.7 frames, utt_pad_proportion=0.03277, over 66.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3317, pruned_loss=0.09016, over 2478038.56 frames. utt_duration=393 frames, utt_pad_proportion=0.07058, over 25299.11 utterances.], libri_tot_loss[loss=0.2869, simple_loss=0.3628, pruned_loss=0.1055, over 2424220.15 frames. utt_duration=1284 frames, utt_pad_proportion=0.04943, over 7563.60 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.329, pruned_loss=0.08933, over 2478504.88 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07154, over 27085.06 utterances.], batch size: 66, lr: 1.13e-03
2022-08-20 21:07:56,459 INFO [train.py:927] (5/8) Epoch 2, batch 8200, giga_loss[loss=0.231, simple_loss=0.3166, pruned_loss=0.07265, over 12392.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05, over 161.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3316, pruned_loss=0.08849, over 2477723.44 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07153, over 25532.73 utterances.], libri_tot_loss[loss=0.286, simple_loss=0.362, pruned_loss=0.105, over 2425579.50 frames. utt_duration=1284 frames, utt_pad_proportion=0.0484, over 7562.93 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3291, pruned_loss=0.08781, over 2478528.47 frames. utt_duration=361.3 frames, utt_pad_proportion=0.07264, over 27534.61 utterances.], batch size: 161, lr: 1.13e-03
2022-08-20 21:10:04,744 INFO [train.py:927] (5/8) Epoch 2, batch 8250, giga_loss[loss=0.2887, simple_loss=0.3468, pruned_loss=0.1153, over 12400.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09415, over 255.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3319, pruned_loss=0.08896, over 2477720.33 frames. utt_duration=383.5 frames, utt_pad_proportion=0.0728, over 25922.28 utterances.], libri_tot_loss[loss=0.2856, simple_loss=0.3616, pruned_loss=0.1048, over 2425737.60 frames. utt_duration=1286 frames, utt_pad_proportion=0.04826, over 7553.12 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3302, pruned_loss=0.08851, over 2478432.56 frames. utt_duration=360.8 frames, utt_pad_proportion=0.07363, over 27568.70 utterances.], batch size: 255, lr: 1.13e-03
2022-08-20 21:12:31,587 INFO [train.py:927] (5/8) Epoch 2, batch 8300, giga_loss[loss=0.2721, simple_loss=0.3445, pruned_loss=0.09983, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02349, over 45.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3326, pruned_loss=0.09041, over 2477193.09 frames. utt_duration=395.4 frames, utt_pad_proportion=0.07055, over 25140.19 utterances.], libri_tot_loss[loss=0.285, simple_loss=0.3607, pruned_loss=0.1046, over 2426627.33 frames. utt_duration=1273 frames, utt_pad_proportion=0.05259, over 7636.34 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3311, pruned_loss=0.0898, over 2478345.93 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07046, over 26871.82 utterances.], batch size: 45, lr: 1.13e-03
2022-08-20 21:14:37,636 INFO [train.py:927] (5/8) Epoch 2, batch 8350, giga_loss[loss=0.2261, simple_loss=0.3114, pruned_loss=0.07036, over 12362.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03302, over 97.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3297, pruned_loss=0.08893, over 2477693.23 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06723, over 24767.67 utterances.], libri_tot_loss[loss=0.2845, simple_loss=0.3603, pruned_loss=0.1044, over 2427660.93 frames. utt_duration=1277 frames, utt_pad_proportion=0.05136, over 7614.58 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3281, pruned_loss=0.08823, over 2479041.22 frames. utt_duration=373.3 frames, utt_pad_proportion=0.06777, over 26649.01 utterances.], batch size: 97, lr: 1.13e-03
2022-08-20 21:16:40,743 INFO [train.py:927] (5/8) Epoch 2, batch 8400, giga_loss[loss=0.2886, simple_loss=0.3524, pruned_loss=0.1124, over 12401.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3288, pruned_loss=0.08822, over 2477981.54 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06387, over 23854.65 utterances.], libri_tot_loss[loss=0.2839, simple_loss=0.36, pruned_loss=0.1039, over 2429660.90 frames. utt_duration=1277 frames, utt_pad_proportion=0.0504, over 7622.07 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3264, pruned_loss=0.08745, over 2479251.65 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06497, over 26034.41 utterances.], batch size: 257, lr: 1.13e-03
2022-08-20 21:18:44,596 INFO [train.py:927] (5/8) Epoch 2, batch 8450, giga_loss[loss=0.2468, simple_loss=0.3151, pruned_loss=0.08924, over 12359.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.02849, over 85.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3313, pruned_loss=0.09003, over 2477986.35 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06404, over 23761.47 utterances.], libri_tot_loss[loss=0.2839, simple_loss=0.3601, pruned_loss=0.1038, over 2430225.42 frames. utt_duration=1268 frames, utt_pad_proportion=0.054, over 7676.64 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3287, pruned_loss=0.08914, over 2479558.22 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06415, over 25811.19 utterances.], batch size: 85, lr: 1.12e-03
2022-08-20 21:20:40,570 INFO [train.py:927] (5/8) Epoch 2, batch 8500, giga_loss[loss=0.2664, simple_loss=0.3354, pruned_loss=0.09872, over 12409.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06967, over 212.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3305, pruned_loss=0.09106, over 2478274.74 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06171, over 23566.69 utterances.], libri_tot_loss[loss=0.283, simple_loss=0.3589, pruned_loss=0.1036, over 2431771.13 frames. utt_duration=1273 frames, utt_pad_proportion=0.05295, over 7649.46 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3287, pruned_loss=0.09017, over 2479624.95 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06233, over 25737.30 utterances.], batch size: 212, lr: 1.12e-03
2022-08-20 21:22:54,516 INFO [train.py:927] (5/8) Epoch 2, batch 8550, giga_loss[loss=0.2915, simple_loss=0.3474, pruned_loss=0.1178, over 12423.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07693, over 213.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3304, pruned_loss=0.09048, over 2478531.51 frames. utt_duration=413.4 frames, utt_pad_proportion=0.065, over 24048.20 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3579, pruned_loss=0.1032, over 2432357.47 frames. utt_duration=1277 frames, utt_pad_proportion=0.0524, over 7626.85 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3294, pruned_loss=0.0899, over 2479714.05 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06543, over 25996.66 utterances.], batch size: 213, lr: 1.12e-03
2022-08-20 21:25:15,475 INFO [train.py:927] (5/8) Epoch 2, batch 8600, giga_loss[loss=0.2347, simple_loss=0.3119, pruned_loss=0.07874, over 12447.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04606, over 161.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3288, pruned_loss=0.0895, over 2478376.17 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06503, over 24180.45 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3577, pruned_loss=0.1031, over 2432959.07 frames. utt_duration=1278 frames, utt_pad_proportion=0.05188, over 7624.38 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3278, pruned_loss=0.089, over 2479384.38 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06553, over 25920.52 utterances.], batch size: 161, lr: 1.12e-03
2022-08-20 21:27:22,682 INFO [train.py:927] (5/8) Epoch 2, batch 8650, giga_loss[loss=0.2518, simple_loss=0.3215, pruned_loss=0.09103, over 12353.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02724, over 66.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3242, pruned_loss=0.08752, over 2478059.00 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06704, over 24160.32 utterances.], libri_tot_loss[loss=0.2823, simple_loss=0.3582, pruned_loss=0.1032, over 2433665.90 frames. utt_duration=1280 frames, utt_pad_proportion=0.0513, over 7614.11 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3226, pruned_loss=0.0868, over 2478818.26 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06752, over 25761.52 utterances.], batch size: 66, lr: 1.12e-03
2022-08-20 21:29:14,393 INFO [train.py:927] (5/8) Epoch 2, batch 8700, giga_loss[loss=0.2376, simple_loss=0.3097, pruned_loss=0.08271, over 12414.00 frames. utt_duration=857.5 frames, utt_pad_proportion=0.02776, over 58.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3243, pruned_loss=0.08891, over 2477571.59 frames. utt_duration=388.6 frames, utt_pad_proportion=0.07576, over 25581.61 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3572, pruned_loss=0.1029, over 2434110.97 frames. utt_duration=1285 frames, utt_pad_proportion=0.05033, over 7586.99 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3231, pruned_loss=0.08825, over 2478738.30 frames. utt_duration=365 frames, utt_pad_proportion=0.07597, over 27254.22 utterances.], batch size: 58, lr: 1.12e-03
2022-08-20 21:31:19,148 INFO [train.py:927] (5/8) Epoch 2, batch 8750, giga_loss[loss=0.2589, simple_loss=0.322, pruned_loss=0.09792, over 12381.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09905, over 256.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3238, pruned_loss=0.08809, over 2476900.57 frames. utt_duration=389.8 frames, utt_pad_proportion=0.07503, over 25493.93 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3575, pruned_loss=0.1032, over 2435139.80 frames. utt_duration=1269 frames, utt_pad_proportion=0.05409, over 7683.99 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3218, pruned_loss=0.08696, over 2477871.09 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07441, over 27161.01 utterances.], batch size: 256, lr: 1.12e-03
2022-08-20 21:33:30,777 INFO [train.py:927] (5/8) Epoch 2, batch 8800, giga_loss[loss=0.2443, simple_loss=0.3216, pruned_loss=0.08354, over 12426.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.02732, over 80.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3234, pruned_loss=0.08732, over 2476881.05 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07232, over 24752.91 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3573, pruned_loss=0.1026, over 2436035.02 frames. utt_duration=1274 frames, utt_pad_proportion=0.05268, over 7660.42 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3208, pruned_loss=0.08644, over 2478190.51 frames. utt_duration=372.8 frames, utt_pad_proportion=0.0725, over 26676.48 utterances.], batch size: 80, lr: 1.12e-03
2022-08-20 21:35:38,141 INFO [train.py:927] (5/8) Epoch 2, batch 8850, giga_loss[loss=0.2255, simple_loss=0.3014, pruned_loss=0.07477, over 12378.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03062, over 62.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3238, pruned_loss=0.08673, over 2476638.44 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06832, over 23901.69 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3574, pruned_loss=0.1024, over 2437115.12 frames. utt_duration=1278 frames, utt_pad_proportion=0.05163, over 7636.19 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.08565, over 2478179.57 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06923, over 26080.25 utterances.], batch size: 62, lr: 1.12e-03
2022-08-20 21:37:35,772 INFO [train.py:927] (5/8) Epoch 2, batch 8900, giga_loss[loss=0.213, simple_loss=0.3018, pruned_loss=0.06214, over 12386.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02567, over 91.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3221, pruned_loss=0.08654, over 2476719.73 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07063, over 24544.03 utterances.], libri_tot_loss[loss=0.281, simple_loss=0.3571, pruned_loss=0.1024, over 2437750.71 frames. utt_duration=1277 frames, utt_pad_proportion=0.05106, over 7643.41 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3191, pruned_loss=0.08541, over 2478090.28 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07141, over 26555.54 utterances.], batch size: 91, lr: 1.12e-03
2022-08-20 21:39:34,130 INFO [train.py:927] (5/8) Epoch 2, batch 8950, giga_loss[loss=0.2258, simple_loss=0.3135, pruned_loss=0.06901, over 12430.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.03203, over 122.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3224, pruned_loss=0.08556, over 2476907.38 frames. utt_duration=417.4 frames, utt_pad_proportion=0.0696, over 23803.15 utterances.], libri_tot_loss[loss=0.2787, simple_loss=0.3546, pruned_loss=0.1014, over 2439316.95 frames. utt_duration=1276 frames, utt_pad_proportion=0.05427, over 7658.00 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3206, pruned_loss=0.08478, over 2478348.42 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06965, over 26174.02 utterances.], batch size: 122, lr: 1.12e-03
2022-08-20 21:41:34,671 INFO [train.py:927] (5/8) Epoch 2, batch 9000, giga_loss[loss=0.2556, simple_loss=0.3362, pruned_loss=0.08748, over 12405.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04399, over 146.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3236, pruned_loss=0.08588, over 2476869.90 frames. utt_duration=418.3 frames, utt_pad_proportion=0.0665, over 23753.90 utterances.], libri_tot_loss[loss=0.2784, simple_loss=0.3543, pruned_loss=0.1012, over 2439605.78 frames. utt_duration=1277 frames, utt_pad_proportion=0.0541, over 7651.40 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3222, pruned_loss=0.08529, over 2478085.51 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06685, over 25766.24 utterances.], batch size: 146, lr: 1.12e-03
2022-08-20 21:41:34,671 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 21:41:48,589 INFO [train.py:967] (5/8) 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 21:43:52,034 INFO [train.py:927] (5/8) Epoch 2, batch 9050, giga_loss[loss=0.2657, simple_loss=0.3338, pruned_loss=0.09879, over 12406.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07402, over 212.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3233, pruned_loss=0.08506, over 2477323.53 frames. utt_duration=414 frames, utt_pad_proportion=0.06475, over 24008.50 utterances.], libri_tot_loss[loss=0.279, simple_loss=0.3552, pruned_loss=0.1014, over 2439879.75 frames. utt_duration=1277 frames, utt_pad_proportion=0.05388, over 7650.14 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3212, pruned_loss=0.08443, over 2478195.00 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06521, over 25659.09 utterances.], batch size: 212, lr: 1.12e-03
2022-08-20 21:45:51,237 INFO [train.py:927] (5/8) Epoch 2, batch 9100, giga_loss[loss=0.2302, simple_loss=0.3137, pruned_loss=0.07329, over 12421.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03128, over 75.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3226, pruned_loss=0.08443, over 2477259.80 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06721, over 23795.68 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3568, pruned_loss=0.1016, over 2440358.18 frames. utt_duration=1268 frames, utt_pad_proportion=0.05752, over 7707.67 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3193, pruned_loss=0.08348, over 2478033.37 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06662, over 25285.81 utterances.], batch size: 75, lr: 1.11e-03
2022-08-20 21:48:01,073 INFO [train.py:927] (5/8) Epoch 2, batch 9150, giga_loss[loss=0.2595, simple_loss=0.3306, pruned_loss=0.09417, over 12358.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03189, over 85.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3257, pruned_loss=0.08727, over 2477474.49 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06968, over 25222.31 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3582, pruned_loss=0.1027, over 2440344.39 frames. utt_duration=1269 frames, utt_pad_proportion=0.0573, over 7702.13 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3216, pruned_loss=0.08546, over 2478267.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06919, over 26470.72 utterances.], batch size: 85, lr: 1.11e-03
2022-08-20 21:49:55,246 INFO [train.py:927] (5/8) Epoch 2, batch 9200, giga_loss[loss=0.2762, simple_loss=0.3541, pruned_loss=0.09917, over 12387.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.0547, over 181.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3273, pruned_loss=0.08903, over 2477840.61 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06697, over 24878.72 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3579, pruned_loss=0.1031, over 2440371.49 frames. utt_duration=1270 frames, utt_pad_proportion=0.05685, over 7693.12 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3241, pruned_loss=0.08716, over 2478743.43 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06684, over 26009.64 utterances.], batch size: 181, lr: 1.11e-03
2022-08-20 21:52:04,040 INFO [train.py:927] (5/8) Epoch 2, batch 9250, giga_loss[loss=0.2313, simple_loss=0.2939, pruned_loss=0.08432, over 12381.00 frames. utt_duration=138.8 frames, utt_pad_proportion=0.1834, over 360.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3297, pruned_loss=0.08987, over 2477844.32 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06798, over 24504.50 utterances.], libri_tot_loss[loss=0.2823, simple_loss=0.358, pruned_loss=0.1033, over 2440580.80 frames. utt_duration=1259 frames, utt_pad_proportion=0.061, over 7765.23 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3268, pruned_loss=0.08809, over 2478697.69 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06671, over 25475.42 utterances.], batch size: 360, lr: 1.11e-03
2022-08-20 21:54:14,645 INFO [train.py:927] (5/8) Epoch 2, batch 9300, giga_loss[loss=0.2127, simple_loss=0.2997, pruned_loss=0.06285, over 12458.00 frames. utt_duration=409.4 frames, utt_pad_proportion=0.02525, over 122.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3277, pruned_loss=0.08828, over 2477857.37 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06346, over 23478.77 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3577, pruned_loss=0.103, over 2441241.96 frames. utt_duration=1261 frames, utt_pad_proportion=0.05992, over 7750.22 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3251, pruned_loss=0.08682, over 2478808.32 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06293, over 24639.27 utterances.], batch size: 122, lr: 1.11e-03
2022-08-20 21:56:16,796 INFO [train.py:927] (5/8) Epoch 2, batch 9350, giga_loss[loss=0.2227, simple_loss=0.299, pruned_loss=0.07321, over 12256.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02875, over 45.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3267, pruned_loss=0.08755, over 2477876.64 frames. utt_duration=417 frames, utt_pad_proportion=0.06477, over 23835.61 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3574, pruned_loss=0.1025, over 2441500.99 frames. utt_duration=1264 frames, utt_pad_proportion=0.0591, over 7733.74 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3241, pruned_loss=0.08653, over 2479205.72 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06457, over 25144.69 utterances.], batch size: 45, lr: 1.11e-03
2022-08-20 21:58:27,988 INFO [train.py:927] (5/8) Epoch 2, batch 9400, giga_loss[loss=0.2415, simple_loss=0.317, pruned_loss=0.08299, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04118, over 133.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3243, pruned_loss=0.08637, over 2477975.12 frames. utt_duration=432.6 frames, utt_pad_proportion=0.0606, over 22975.35 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.357, pruned_loss=0.1022, over 2441818.23 frames. utt_duration=1269 frames, utt_pad_proportion=0.05826, over 7703.33 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3221, pruned_loss=0.08551, over 2479376.94 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06089, over 24313.13 utterances.], batch size: 133, lr: 1.11e-03
2022-08-20 22:00:30,492 INFO [train.py:927] (5/8) Epoch 2, batch 9450, giga_loss[loss=0.2006, simple_loss=0.2914, pruned_loss=0.05487, over 12428.00 frames. utt_duration=275.9 frames, utt_pad_proportion=0.05187, over 181.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3237, pruned_loss=0.08547, over 2478023.56 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06078, over 23186.85 utterances.], libri_tot_loss[loss=0.2803, simple_loss=0.3566, pruned_loss=0.102, over 2442787.05 frames. utt_duration=1267 frames, utt_pad_proportion=0.0579, over 7721.43 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3216, pruned_loss=0.08461, over 2479067.30 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06114, over 24564.07 utterances.], batch size: 181, lr: 1.11e-03
2022-08-20 22:02:22,829 INFO [train.py:927] (5/8) Epoch 2, batch 9500, giga_loss[loss=0.2335, simple_loss=0.3136, pruned_loss=0.07665, over 12283.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02631, over 54.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3252, pruned_loss=0.08537, over 2477889.90 frames. utt_duration=422.4 frames, utt_pad_proportion=0.0619, over 23534.79 utterances.], libri_tot_loss[loss=0.2795, simple_loss=0.3553, pruned_loss=0.1018, over 2443616.75 frames. utt_duration=1269 frames, utt_pad_proportion=0.05718, over 7713.04 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3234, pruned_loss=0.08426, over 2479213.17 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06233, over 25193.24 utterances.], batch size: 54, lr: 1.11e-03
2022-08-20 22:04:32,969 INFO [train.py:927] (5/8) Epoch 2, batch 9550, giga_loss[loss=0.2091, simple_loss=0.2939, pruned_loss=0.06215, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02765, over 45.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3256, pruned_loss=0.08529, over 2477714.58 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06145, over 23540.54 utterances.], libri_tot_loss[loss=0.2793, simple_loss=0.3552, pruned_loss=0.1017, over 2443890.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.05631, over 7695.93 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3237, pruned_loss=0.08417, over 2479143.82 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06211, over 25176.44 utterances.], batch size: 45, lr: 1.11e-03
2022-08-20 22:06:46,895 INFO [train.py:927] (5/8) Epoch 2, batch 9600, giga_loss[loss=0.299, simple_loss=0.3676, pruned_loss=0.1152, over 12407.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3285, pruned_loss=0.08565, over 2477408.27 frames. utt_duration=423 frames, utt_pad_proportion=0.06113, over 23496.00 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3573, pruned_loss=0.1022, over 2443944.68 frames. utt_duration=1273 frames, utt_pad_proportion=0.05563, over 7687.55 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3248, pruned_loss=0.08415, over 2478920.34 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06186, over 24998.08 utterances.], batch size: 146, lr: 1.11e-03
2022-08-20 22:09:00,496 INFO [train.py:927] (5/8) Epoch 2, batch 9650, giga_loss[loss=0.2386, simple_loss=0.3272, pruned_loss=0.07499, over 12350.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.0304, over 91.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3286, pruned_loss=0.08582, over 2476807.01 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06369, over 23533.98 utterances.], libri_tot_loss[loss=0.2802, simple_loss=0.3565, pruned_loss=0.102, over 2444453.08 frames. utt_duration=1278 frames, utt_pad_proportion=0.05436, over 7657.33 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3256, pruned_loss=0.08438, over 2478484.11 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06451, over 25204.36 utterances.], batch size: 91, lr: 1.11e-03
2022-08-20 22:11:21,028 INFO [train.py:927] (5/8) Epoch 2, batch 9700, giga_loss[loss=0.2548, simple_loss=0.3265, pruned_loss=0.09154, over 12448.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02889, over 122.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3291, pruned_loss=0.08645, over 2477451.90 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06408, over 23553.53 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.356, pruned_loss=0.1018, over 2444604.36 frames. utt_duration=1280 frames, utt_pad_proportion=0.05401, over 7649.80 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3269, pruned_loss=0.08535, over 2478918.46 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06483, over 25008.44 utterances.], batch size: 122, lr: 1.11e-03
2022-08-20 22:13:36,076 INFO [train.py:927] (5/8) Epoch 2, batch 9750, giga_loss[loss=0.2133, simple_loss=0.3056, pruned_loss=0.0605, over 12389.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0251, over 48.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3258, pruned_loss=0.08441, over 2478265.29 frames. utt_duration=429.6 frames, utt_pad_proportion=0.06183, over 23139.40 utterances.], libri_tot_loss[loss=0.2797, simple_loss=0.356, pruned_loss=0.1017, over 2444780.34 frames. utt_duration=1278 frames, utt_pad_proportion=0.05415, over 7663.56 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3241, pruned_loss=0.08353, over 2479402.84 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06252, over 24329.48 utterances.], batch size: 48, lr: 1.10e-03
2022-08-20 22:15:37,176 INFO [train.py:927] (5/8) Epoch 2, batch 9800, giga_loss[loss=0.2642, simple_loss=0.3381, pruned_loss=0.09517, over 12416.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05725, over 182.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3255, pruned_loss=0.08431, over 2477280.79 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06412, over 23847.07 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3558, pruned_loss=0.1015, over 2444786.26 frames. utt_duration=1281 frames, utt_pad_proportion=0.05363, over 7645.69 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3239, pruned_loss=0.08362, over 2478603.45 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06471, over 25004.69 utterances.], batch size: 182, lr: 1.10e-03
2022-08-20 22:17:27,598 INFO [train.py:927] (5/8) Epoch 2, batch 9850, giga_loss[loss=0.2561, simple_loss=0.3361, pruned_loss=0.08801, over 12387.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05974, over 182.00 utterances.], tot_loss[loss=0.249, simple_loss=0.327, pruned_loss=0.08556, over 2477259.30 frames. utt_duration=411.9 frames, utt_pad_proportion=0.0669, over 24125.49 utterances.], libri_tot_loss[loss=0.2788, simple_loss=0.3551, pruned_loss=0.1013, over 2445735.74 frames. utt_duration=1273 frames, utt_pad_proportion=0.05633, over 7693.50 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3255, pruned_loss=0.08474, over 2478339.39 frames. utt_duration=391 frames, utt_pad_proportion=0.0667, over 25430.58 utterances.], batch size: 182, lr: 1.10e-03
2022-08-20 22:19:25,639 INFO [train.py:927] (5/8) Epoch 2, batch 9900, giga_loss[loss=0.2513, simple_loss=0.3255, pruned_loss=0.08854, over 12332.00 frames. utt_duration=705.9 frames, utt_pad_proportion=0.03165, over 70.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.325, pruned_loss=0.08574, over 2477197.07 frames. utt_duration=402 frames, utt_pad_proportion=0.0669, over 24721.74 utterances.], libri_tot_loss[loss=0.2788, simple_loss=0.3549, pruned_loss=0.1013, over 2445697.10 frames. utt_duration=1275 frames, utt_pad_proportion=0.05591, over 7680.60 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3238, pruned_loss=0.08488, over 2478362.65 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06687, over 25906.35 utterances.], batch size: 70, lr: 1.10e-03
2022-08-20 22:21:09,027 INFO [train.py:927] (5/8) Epoch 2, batch 9950, giga_loss[loss=0.2732, simple_loss=0.3575, pruned_loss=0.09442, over 12399.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04347, over 26.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3334, pruned_loss=0.09153, over 2477115.56 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06642, over 24574.22 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3563, pruned_loss=0.1017, over 2445791.68 frames. utt_duration=1264 frames, utt_pad_proportion=0.05952, over 7749.83 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.331, pruned_loss=0.0904, over 2478214.19 frames. utt_duration=388.5 frames, utt_pad_proportion=0.0655, over 25593.51 utterances.], batch size: 26, lr: 1.10e-03
2022-08-20 22:22:51,637 INFO [train.py:927] (5/8) Epoch 2, batch 10000, giga_loss[loss=0.3189, simple_loss=0.3597, pruned_loss=0.139, over 12405.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3404, pruned_loss=0.0969, over 2476742.65 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06577, over 23504.31 utterances.], libri_tot_loss[loss=0.2797, simple_loss=0.3561, pruned_loss=0.1016, over 2446749.91 frames. utt_duration=1265 frames, utt_pad_proportion=0.05848, over 7745.22 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3382, pruned_loss=0.09591, over 2477453.18 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06537, over 24671.62 utterances.], batch size: 259, lr: 1.10e-03
2022-08-20 22:24:32,090 INFO [train.py:927] (5/8) Epoch 2, batch 10050, libri_loss[loss=0.2326, simple_loss=0.3048, pruned_loss=0.08019, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006131, over 34.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.334, pruned_loss=0.09478, over 2476320.76 frames. utt_duration=442.2 frames, utt_pad_proportion=0.06441, over 22466.29 utterances.], libri_tot_loss[loss=0.2792, simple_loss=0.3556, pruned_loss=0.1014, over 2447237.44 frames. utt_duration=1267 frames, utt_pad_proportion=0.05778, over 7735.10 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3325, pruned_loss=0.09415, over 2476839.77 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06437, over 23601.61 utterances.], batch size: 34, lr: 1.10e-03
2022-08-20 22:26:13,359 INFO [train.py:927] (5/8) Epoch 2, batch 10100, giga_loss[loss=0.1979, simple_loss=0.2806, pruned_loss=0.05754, over 12368.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04098, over 113.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.325, pruned_loss=0.09101, over 2476343.13 frames. utt_duration=459.9 frames, utt_pad_proportion=0.06336, over 21602.59 utterances.], libri_tot_loss[loss=0.2792, simple_loss=0.3555, pruned_loss=0.1015, over 2447866.76 frames. utt_duration=1264 frames, utt_pad_proportion=0.05784, over 7753.01 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3236, pruned_loss=0.09029, over 2476577.09 frames. utt_duration=438.3 frames, utt_pad_proportion=0.06339, over 22671.59 utterances.], batch size: 113, lr: 1.10e-03
2022-08-20 22:27:54,101 INFO [train.py:927] (5/8) Epoch 2, batch 10150, giga_loss[loss=0.2004, simple_loss=0.2784, pruned_loss=0.06118, over 12457.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03049, over 80.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3169, pruned_loss=0.08777, over 2475824.01 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06065, over 20347.79 utterances.], libri_tot_loss[loss=0.2791, simple_loss=0.355, pruned_loss=0.1015, over 2448665.97 frames. utt_duration=1268 frames, utt_pad_proportion=0.05679, over 7733.32 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3155, pruned_loss=0.08693, over 2475936.61 frames. utt_duration=461.9 frames, utt_pad_proportion=0.06118, over 21506.05 utterances.], batch size: 80, lr: 1.10e-03
2022-08-20 22:29:36,979 INFO [train.py:927] (5/8) Epoch 2, batch 10200, giga_loss[loss=0.2104, simple_loss=0.2829, pruned_loss=0.06899, over 12420.00 frames. utt_duration=342 frames, utt_pad_proportion=0.0419, over 146.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3118, pruned_loss=0.08552, over 2475377.64 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06037, over 19787.85 utterances.], libri_tot_loss[loss=0.2793, simple_loss=0.3551, pruned_loss=0.1018, over 2449606.87 frames. utt_duration=1254 frames, utt_pad_proportion=0.06025, over 7822.00 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3097, pruned_loss=0.08433, over 2475225.83 frames. utt_duration=475 frames, utt_pad_proportion=0.05973, over 20903.54 utterances.], batch size: 146, lr: 1.10e-03
2022-08-20 22:31:21,669 INFO [train.py:927] (5/8) Epoch 2, batch 10250, giga_loss[loss=0.1735, simple_loss=0.2469, pruned_loss=0.05011, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04397, over 31.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3069, pruned_loss=0.08333, over 2475070.65 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06086, over 19444.39 utterances.], libri_tot_loss[loss=0.2796, simple_loss=0.3554, pruned_loss=0.1019, over 2450026.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.05933, over 7817.57 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3041, pruned_loss=0.08194, over 2475018.52 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06065, over 20554.96 utterances.], batch size: 31, lr: 1.10e-03
2022-08-20 22:33:04,233 INFO [train.py:927] (5/8) Epoch 2, batch 10300, giga_loss[loss=0.196, simple_loss=0.2645, pruned_loss=0.06376, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03417, over 39.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3006, pruned_loss=0.08044, over 2474799.08 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06494, over 19260.19 utterances.], libri_tot_loss[loss=0.2802, simple_loss=0.3557, pruned_loss=0.1024, over 2450208.87 frames. utt_duration=1242 frames, utt_pad_proportion=0.06425, over 7902.49 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.298, pruned_loss=0.0789, over 2474710.72 frames. utt_duration=493.8 frames, utt_pad_proportion=0.063, over 20105.47 utterances.], batch size: 39, lr: 1.10e-03
2022-08-20 22:34:46,075 INFO [train.py:927] (5/8) Epoch 2, batch 10350, giga_loss[loss=0.1947, simple_loss=0.2715, pruned_loss=0.05892, over 12439.00 frames. utt_duration=441.7 frames, utt_pad_proportion=0.03569, over 113.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.2963, pruned_loss=0.07772, over 2475286.08 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06338, over 19164.67 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3572, pruned_loss=0.1031, over 2450646.92 frames. utt_duration=1244 frames, utt_pad_proportion=0.06353, over 7890.04 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.2921, pruned_loss=0.07559, over 2475154.86 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06215, over 19994.56 utterances.], batch size: 113, lr: 1.10e-03
2022-08-20 22:36:27,922 INFO [train.py:927] (5/8) Epoch 2, batch 10400, giga_loss[loss=0.165, simple_loss=0.2461, pruned_loss=0.04197, over 12416.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.0336, over 75.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.2948, pruned_loss=0.07713, over 2474976.87 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06575, over 19169.86 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3567, pruned_loss=0.1028, over 2451194.36 frames. utt_duration=1246 frames, utt_pad_proportion=0.06228, over 7875.69 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.2901, pruned_loss=0.07497, over 2475041.10 frames. utt_duration=492.6 frames, utt_pad_proportion=0.06514, over 20158.85 utterances.], batch size: 75, lr: 1.09e-03
2022-08-20 22:38:09,976 INFO [train.py:927] (5/8) Epoch 2, batch 10450, giga_loss[loss=0.2703, simple_loss=0.3468, pruned_loss=0.09691, over 12320.00 frames. utt_duration=796.3 frames, utt_pad_proportion=0.03595, over 62.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3089, pruned_loss=0.08595, over 2475463.85 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06758, over 19582.75 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3563, pruned_loss=0.1027, over 2451770.26 frames. utt_duration=1249 frames, utt_pad_proportion=0.06111, over 7858.98 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3043, pruned_loss=0.08377, over 2475559.01 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06745, over 20643.43 utterances.], batch size: 62, lr: 1.09e-03
2022-08-20 22:39:53,312 INFO [train.py:927] (5/8) Epoch 2, batch 10500, giga_loss[loss=0.2724, simple_loss=0.3495, pruned_loss=0.09766, over 12362.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03582, over 122.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3186, pruned_loss=0.09061, over 2474402.41 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06283, over 18878.92 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3554, pruned_loss=0.1023, over 2451891.77 frames. utt_duration=1256 frames, utt_pad_proportion=0.05981, over 7818.75 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3146, pruned_loss=0.08884, over 2475009.80 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06346, over 20076.31 utterances.], batch size: 122, lr: 1.09e-03
2022-08-20 22:41:35,436 INFO [train.py:927] (5/8) Epoch 2, batch 10550, giga_loss[loss=0.2714, simple_loss=0.3437, pruned_loss=0.09955, over 12489.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03883, over 31.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3233, pruned_loss=0.09135, over 2475117.97 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05925, over 18245.41 utterances.], libri_tot_loss[loss=0.2797, simple_loss=0.3554, pruned_loss=0.102, over 2452224.62 frames. utt_duration=1259 frames, utt_pad_proportion=0.05895, over 7797.60 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3195, pruned_loss=0.08998, over 2475703.81 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06028, over 19408.96 utterances.], batch size: 31, lr: 1.09e-03
2022-08-20 22:43:18,809 INFO [train.py:927] (5/8) Epoch 2, batch 10600, giga_loss[loss=0.2953, simple_loss=0.3646, pruned_loss=0.113, over 12380.00 frames. utt_duration=404.3 frames, utt_pad_proportion=0.03736, over 123.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3281, pruned_loss=0.09419, over 2475690.46 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05942, over 18282.38 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3555, pruned_loss=0.102, over 2452439.23 frames. utt_duration=1261 frames, utt_pad_proportion=0.05848, over 7789.64 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3247, pruned_loss=0.09307, over 2476160.48 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06039, over 19290.42 utterances.], batch size: 123, lr: 1.09e-03
2022-08-20 22:45:02,946 INFO [train.py:927] (5/8) Epoch 2, batch 10650, libri_loss[loss=0.3647, simple_loss=0.4767, pruned_loss=0.1264, over 12477.00 frames. utt_duration=961.5 frames, utt_pad_proportion=0.06925, over 52.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3334, pruned_loss=0.09602, over 2474521.42 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05914, over 17576.80 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3566, pruned_loss=0.1018, over 2452871.94 frames. utt_duration=1263 frames, utt_pad_proportion=0.05746, over 7777.36 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.329, pruned_loss=0.09509, over 2475080.18 frames. utt_duration=532.1 frames, utt_pad_proportion=0.0603, over 18657.17 utterances.], batch size: 52, lr: 1.09e-03
2022-08-20 22:46:47,374 INFO [train.py:927] (5/8) Epoch 2, batch 10700, giga_loss[loss=0.2448, simple_loss=0.3337, pruned_loss=0.07797, over 12249.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03137, over 28.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3366, pruned_loss=0.09738, over 2474688.91 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05845, over 17183.38 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3557, pruned_loss=0.1016, over 2453358.85 frames. utt_duration=1272 frames, utt_pad_proportion=0.05628, over 7722.92 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3334, pruned_loss=0.0967, over 2475385.84 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05986, over 18416.21 utterances.], batch size: 28, lr: 1.09e-03
2022-08-20 22:48:29,666 INFO [train.py:927] (5/8) Epoch 2, batch 10750, giga_loss[loss=0.2664, simple_loss=0.351, pruned_loss=0.09096, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03227, over 28.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3391, pruned_loss=0.09766, over 2474415.92 frames. utt_duration=588.3 frames, utt_pad_proportion=0.0561, over 16867.99 utterances.], libri_tot_loss[loss=0.2796, simple_loss=0.3557, pruned_loss=0.1018, over 2453393.05 frames. utt_duration=1273 frames, utt_pad_proportion=0.05605, over 7720.31 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3364, pruned_loss=0.09691, over 2475031.33 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05746, over 17880.52 utterances.], batch size: 28, lr: 1.09e-03
2022-08-20 22:50:13,673 INFO [train.py:927] (5/8) Epoch 2, batch 10800, giga_loss[loss=0.2581, simple_loss=0.3272, pruned_loss=0.09444, over 12269.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0263, over 54.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.338, pruned_loss=0.09654, over 2474486.34 frames. utt_duration=604.1 frames, utt_pad_proportion=0.054, over 16424.06 utterances.], libri_tot_loss[loss=0.2789, simple_loss=0.3548, pruned_loss=0.1015, over 2453624.37 frames. utt_duration=1278 frames, utt_pad_proportion=0.05504, over 7691.48 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3363, pruned_loss=0.09609, over 2475237.31 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05561, over 17453.81 utterances.], batch size: 54, lr: 1.09e-03
2022-08-20 22:51:57,791 INFO [train.py:927] (5/8) Epoch 2, batch 10850, giga_loss[loss=0.2975, simple_loss=0.3602, pruned_loss=0.1174, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03157, over 42.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3404, pruned_loss=0.09889, over 2473659.96 frames. utt_duration=630.5 frames, utt_pad_proportion=0.05325, over 15730.93 utterances.], libri_tot_loss[loss=0.2793, simple_loss=0.3549, pruned_loss=0.1018, over 2454237.40 frames. utt_duration=1266 frames, utt_pad_proportion=0.05594, over 7761.96 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3385, pruned_loss=0.09814, over 2474256.43 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05426, over 16717.91 utterances.], batch size: 42, lr: 1.09e-03
2022-08-20 22:53:39,147 INFO [train.py:927] (5/8) Epoch 2, batch 10900, giga_loss[loss=0.2566, simple_loss=0.3258, pruned_loss=0.09376, over 12360.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02618, over 66.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3432, pruned_loss=0.1019, over 2473483.35 frames. utt_duration=628.7 frames, utt_pad_proportion=0.05186, over 15773.82 utterances.], libri_tot_loss[loss=0.2788, simple_loss=0.3548, pruned_loss=0.1014, over 2454395.58 frames. utt_duration=1268 frames, utt_pad_proportion=0.05567, over 7751.21 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3415, pruned_loss=0.1017, over 2474555.50 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05283, over 16882.75 utterances.], batch size: 66, lr: 1.09e-03
2022-08-20 22:55:24,502 INFO [train.py:927] (5/8) Epoch 2, batch 10950, giga_loss[loss=0.3305, simple_loss=0.3686, pruned_loss=0.1462, over 12337.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2091, over 371.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3425, pruned_loss=0.103, over 2473283.64 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05637, over 16088.19 utterances.], libri_tot_loss[loss=0.2792, simple_loss=0.3548, pruned_loss=0.1018, over 2454617.09 frames. utt_duration=1268 frames, utt_pad_proportion=0.05527, over 7754.68 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.341, pruned_loss=0.1025, over 2474093.92 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05705, over 17029.90 utterances.], batch size: 371, lr: 1.09e-03
2022-08-20 22:57:09,305 INFO [train.py:927] (5/8) Epoch 2, batch 11000, libri_loss[loss=0.2981, simple_loss=0.4023, pruned_loss=0.09696, over 12388.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009564, over 38.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3409, pruned_loss=0.1017, over 2472499.56 frames. utt_duration=581.8 frames, utt_pad_proportion=0.06021, over 17043.86 utterances.], libri_tot_loss[loss=0.2787, simple_loss=0.3545, pruned_loss=0.1015, over 2454992.49 frames. utt_duration=1271 frames, utt_pad_proportion=0.05418, over 7734.51 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3395, pruned_loss=0.1016, over 2473280.97 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06096, over 18045.00 utterances.], batch size: 38, lr: 1.09e-03
2022-08-20 22:58:55,037 INFO [train.py:927] (5/8) Epoch 2, batch 11050, giga_loss[loss=0.2275, simple_loss=0.3, pruned_loss=0.07746, over 12413.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04311, over 146.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3383, pruned_loss=0.1002, over 2472364.22 frames. utt_duration=575 frames, utt_pad_proportion=0.06122, over 17245.24 utterances.], libri_tot_loss[loss=0.2789, simple_loss=0.3546, pruned_loss=0.1016, over 2455345.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.05279, over 7706.04 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3367, pruned_loss=0.09993, over 2473192.43 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06237, over 18361.50 utterances.], batch size: 146, lr: 1.09e-03
2022-08-20 23:00:40,113 INFO [train.py:927] (5/8) Epoch 2, batch 11100, giga_loss[loss=0.2334, simple_loss=0.3059, pruned_loss=0.08048, over 12369.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02555, over 70.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3322, pruned_loss=0.0965, over 2473089.81 frames. utt_duration=556 frames, utt_pad_proportion=0.06315, over 17841.35 utterances.], libri_tot_loss[loss=0.279, simple_loss=0.3548, pruned_loss=0.1016, over 2455545.82 frames. utt_duration=1275 frames, utt_pad_proportion=0.05235, over 7711.92 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3304, pruned_loss=0.09626, over 2473844.45 frames. utt_duration=525.3 frames, utt_pad_proportion=0.0642, over 18891.80 utterances.], batch size: 70, lr: 1.08e-03
2022-08-20 23:02:24,869 INFO [train.py:927] (5/8) Epoch 2, batch 11150, giga_loss[loss=0.2282, simple_loss=0.3055, pruned_loss=0.07539, over 12371.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04697, over 26.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3312, pruned_loss=0.09544, over 2473225.99 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06463, over 18071.00 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3553, pruned_loss=0.1017, over 2455932.57 frames. utt_duration=1282 frames, utt_pad_proportion=0.05052, over 7673.12 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3282, pruned_loss=0.09494, over 2474281.91 frames. utt_duration=511 frames, utt_pad_proportion=0.06631, over 19426.48 utterances.], batch size: 26, lr: 1.08e-03
2022-08-20 23:04:06,548 INFO [train.py:927] (5/8) Epoch 2, batch 11200, giga_loss[loss=0.2672, simple_loss=0.3174, pruned_loss=0.1085, over 12408.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03812, over 37.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3297, pruned_loss=0.09521, over 2473646.76 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06346, over 17979.55 utterances.], libri_tot_loss[loss=0.2788, simple_loss=0.3547, pruned_loss=0.1014, over 2456306.36 frames. utt_duration=1285 frames, utt_pad_proportion=0.04981, over 7656.86 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3275, pruned_loss=0.09497, over 2474453.01 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06523, over 19258.77 utterances.], batch size: 37, lr: 1.08e-03
2022-08-20 23:05:48,830 INFO [train.py:927] (5/8) Epoch 2, batch 11250, giga_loss[loss=0.2245, simple_loss=0.2952, pruned_loss=0.07684, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0282, over 45.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3268, pruned_loss=0.09405, over 2472823.41 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06376, over 18239.15 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3554, pruned_loss=0.1017, over 2456282.36 frames. utt_duration=1290 frames, utt_pad_proportion=0.04892, over 7626.76 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3238, pruned_loss=0.09348, over 2473846.40 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06558, over 19524.27 utterances.], batch size: 45, lr: 1.08e-03
2022-08-20 23:07:32,723 INFO [train.py:927] (5/8) Epoch 2, batch 11300, giga_loss[loss=0.2064, simple_loss=0.2746, pruned_loss=0.06913, over 12331.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02528, over 45.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.322, pruned_loss=0.09195, over 2472842.48 frames. utt_duration=561 frames, utt_pad_proportion=0.06534, over 17678.93 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3551, pruned_loss=0.1018, over 2456791.38 frames. utt_duration=1280 frames, utt_pad_proportion=0.05298, over 7688.50 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3192, pruned_loss=0.0912, over 2473588.50 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06556, over 18882.05 utterances.], batch size: 45, lr: 1.08e-03
2022-08-20 23:09:15,065 INFO [train.py:927] (5/8) Epoch 2, batch 11350, giga_loss[loss=0.2165, simple_loss=0.2861, pruned_loss=0.07345, over 12123.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.0428, over 33.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3178, pruned_loss=0.08974, over 2473172.71 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06188, over 17043.06 utterances.], libri_tot_loss[loss=0.2795, simple_loss=0.3551, pruned_loss=0.1019, over 2457127.85 frames. utt_duration=1282 frames, utt_pad_proportion=0.05218, over 7674.80 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.315, pruned_loss=0.08888, over 2473755.54 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06263, over 18183.55 utterances.], batch size: 33, lr: 1.08e-03
2022-08-20 23:11:06,260 INFO [train.py:927] (5/8) Epoch 2, batch 11400, giga_loss[loss=0.209, simple_loss=0.2873, pruned_loss=0.06534, over 12390.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02644, over 48.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3147, pruned_loss=0.0881, over 2473681.23 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06054, over 17188.29 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3556, pruned_loss=0.102, over 2456945.03 frames. utt_duration=1283 frames, utt_pad_proportion=0.05155, over 7667.72 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3115, pruned_loss=0.08716, over 2474499.93 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06149, over 18220.39 utterances.], batch size: 48, lr: 1.08e-03
2022-08-20 23:12:46,576 INFO [train.py:927] (5/8) Epoch 2, batch 11450, giga_loss[loss=0.1946, simple_loss=0.2626, pruned_loss=0.06334, over 12377.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04189, over 37.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3138, pruned_loss=0.08866, over 2472850.70 frames. utt_duration=589.6 frames, utt_pad_proportion=0.05978, over 16818.60 utterances.], libri_tot_loss[loss=0.2804, simple_loss=0.3554, pruned_loss=0.1027, over 2457484.13 frames. utt_duration=1273 frames, utt_pad_proportion=0.05464, over 7728.09 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3101, pruned_loss=0.08691, over 2473605.09 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05947, over 17915.34 utterances.], batch size: 37, lr: 1.08e-03
2022-08-20 23:14:31,436 INFO [train.py:927] (5/8) Epoch 2, batch 11500, giga_loss[loss=0.2471, simple_loss=0.3183, pruned_loss=0.08789, over 12463.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03852, over 31.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.318, pruned_loss=0.09141, over 2472622.89 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06022, over 16918.71 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3551, pruned_loss=0.1025, over 2457847.94 frames. utt_duration=1270 frames, utt_pad_proportion=0.05451, over 7752.41 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3146, pruned_loss=0.08993, over 2473172.18 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06006, over 17941.60 utterances.], batch size: 31, lr: 1.08e-03
2022-08-20 23:16:14,794 INFO [train.py:927] (5/8) Epoch 2, batch 11550, giga_loss[loss=0.3018, simple_loss=0.3503, pruned_loss=0.1266, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03423, over 40.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3255, pruned_loss=0.09687, over 2473314.33 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06766, over 17891.12 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3549, pruned_loss=0.1024, over 2458173.31 frames. utt_duration=1271 frames, utt_pad_proportion=0.05346, over 7745.67 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3223, pruned_loss=0.09555, over 2473781.17 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06762, over 18922.04 utterances.], batch size: 40, lr: 1.08e-03
2022-08-20 23:17:58,651 INFO [train.py:927] (5/8) Epoch 2, batch 11600, giga_loss[loss=0.2535, simple_loss=0.3292, pruned_loss=0.08895, over 12322.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03503, over 51.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3317, pruned_loss=0.09948, over 2473113.69 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06808, over 17915.25 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.355, pruned_loss=0.1026, over 2458111.52 frames. utt_duration=1272 frames, utt_pad_proportion=0.05266, over 7739.84 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3285, pruned_loss=0.09819, over 2473783.15 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06843, over 18912.58 utterances.], batch size: 51, lr: 1.08e-03
2022-08-20 23:19:41,387 INFO [train.py:927] (5/8) Epoch 2, batch 11650, giga_loss[loss=0.244, simple_loss=0.3238, pruned_loss=0.08216, over 12402.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06311, over 183.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3398, pruned_loss=0.104, over 2473259.51 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06541, over 18402.03 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3549, pruned_loss=0.1026, over 2458175.96 frames. utt_duration=1272 frames, utt_pad_proportion=0.05246, over 7742.14 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3373, pruned_loss=0.103, over 2473791.86 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06588, over 19220.30 utterances.], batch size: 183, lr: 1.08e-03
2022-08-20 23:21:22,629 INFO [train.py:927] (5/8) Epoch 2, batch 11700, libri_loss[loss=0.2624, simple_loss=0.3468, pruned_loss=0.08898, over 12307.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00701, over 36.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3382, pruned_loss=0.1005, over 2472968.32 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06097, over 17801.90 utterances.], libri_tot_loss[loss=0.2796, simple_loss=0.3549, pruned_loss=0.1022, over 2457947.99 frames. utt_duration=1284 frames, utt_pad_proportion=0.0505, over 7668.91 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3352, pruned_loss=0.1001, over 2474448.23 frames. utt_duration=518 frames, utt_pad_proportion=0.0626, over 19164.24 utterances.], batch size: 36, lr: 1.08e-03
2022-08-20 23:23:04,246 INFO [train.py:927] (5/8) Epoch 2, batch 11750, giga_loss[loss=0.3338, simple_loss=0.3902, pruned_loss=0.1387, over 12381.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07044, over 211.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3378, pruned_loss=0.09981, over 2473068.48 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06023, over 18088.92 utterances.], libri_tot_loss[loss=0.2796, simple_loss=0.3547, pruned_loss=0.1022, over 2458233.76 frames. utt_duration=1284 frames, utt_pad_proportion=0.04917, over 7665.45 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3351, pruned_loss=0.09942, over 2474476.68 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06219, over 19508.15 utterances.], batch size: 211, lr: 1.08e-03
2022-08-20 23:24:48,635 INFO [train.py:927] (5/8) Epoch 2, batch 11800, giga_loss[loss=0.3376, simple_loss=0.3873, pruned_loss=0.144, over 12367.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07939, over 213.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3401, pruned_loss=0.1023, over 2473845.19 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06233, over 18315.21 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3548, pruned_loss=0.1035, over 2458564.57 frames. utt_duration=1280 frames, utt_pad_proportion=0.04939, over 7689.35 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3377, pruned_loss=0.1007, over 2474854.13 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06376, over 19553.72 utterances.], batch size: 213, lr: 1.08e-03
2022-08-20 23:26:33,425 INFO [train.py:927] (5/8) Epoch 2, batch 11850, giga_loss[loss=0.2754, simple_loss=0.3433, pruned_loss=0.1038, over 12356.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3423, pruned_loss=0.1038, over 2473323.26 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06022, over 17859.67 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.355, pruned_loss=0.1037, over 2458738.81 frames. utt_duration=1266 frames, utt_pad_proportion=0.05355, over 7779.32 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.34, pruned_loss=0.1024, over 2474168.09 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06013, over 18898.76 utterances.], batch size: 97, lr: 1.07e-03
2022-08-20 23:28:17,692 INFO [train.py:927] (5/8) Epoch 2, batch 11900, libri_loss[loss=0.3148, simple_loss=0.3872, pruned_loss=0.1212, over 12426.00 frames. utt_duration=426.2 frames, utt_pad_proportion=0.3341, over 117.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3427, pruned_loss=0.1044, over 2473721.44 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05946, over 17853.59 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.355, pruned_loss=0.1036, over 2459093.36 frames. utt_duration=1254 frames, utt_pad_proportion=0.05731, over 7855.63 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3406, pruned_loss=0.1033, over 2474264.61 frames. utt_duration=529.9 frames, utt_pad_proportion=0.05786, over 18730.34 utterances.], batch size: 117, lr: 1.07e-03
2022-08-20 23:30:01,224 INFO [train.py:927] (5/8) Epoch 2, batch 11950, giga_loss[loss=0.2642, simple_loss=0.3457, pruned_loss=0.09136, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02637, over 48.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3441, pruned_loss=0.1035, over 2473247.29 frames. utt_duration=551.9 frames, utt_pad_proportion=0.0588, over 17975.58 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3553, pruned_loss=0.1036, over 2459189.89 frames. utt_duration=1253 frames, utt_pad_proportion=0.05713, over 7859.35 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3421, pruned_loss=0.1027, over 2473646.42 frames. utt_duration=530.4 frames, utt_pad_proportion=0.05765, over 18707.03 utterances.], batch size: 48, lr: 1.07e-03
2022-08-20 23:31:43,591 INFO [train.py:927] (5/8) Epoch 2, batch 12000, giga_loss[loss=0.2936, simple_loss=0.3389, pruned_loss=0.1241, over 12363.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3459, pruned_loss=0.1027, over 2472066.09 frames. utt_duration=562 frames, utt_pad_proportion=0.06044, over 17641.33 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3567, pruned_loss=0.1032, over 2458852.64 frames. utt_duration=1259 frames, utt_pad_proportion=0.0558, over 7818.44 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3428, pruned_loss=0.1024, over 2473190.63 frames. utt_duration=532.6 frames, utt_pad_proportion=0.05993, over 18627.60 utterances.], batch size: 257, lr: 1.07e-03
2022-08-20 23:31:43,595 INFO [train.py:958] (5/8) Computing validation loss
2022-08-20 23:31:57,443 INFO [train.py:967] (5/8) 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 23:33:39,108 INFO [train.py:927] (5/8) Epoch 2, batch 12050, libri_loss[loss=0.2514, simple_loss=0.3101, pruned_loss=0.09633, over 12411.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007529, over 30.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3432, pruned_loss=0.1017, over 2472452.40 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06192, over 17914.23 utterances.], libri_tot_loss[loss=0.281, simple_loss=0.356, pruned_loss=0.103, over 2458993.20 frames. utt_duration=1263 frames, utt_pad_proportion=0.05521, over 7796.26 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3411, pruned_loss=0.1017, over 2473385.75 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06171, over 18851.79 utterances.], batch size: 30, lr: 1.07e-03
2022-08-20 23:35:20,515 INFO [train.py:927] (5/8) Epoch 2, batch 12100, giga_loss[loss=0.2464, simple_loss=0.3272, pruned_loss=0.08284, over 12487.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04002, over 31.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3412, pruned_loss=0.1007, over 2472135.26 frames. utt_duration=597.6 frames, utt_pad_proportion=0.05765, over 16588.31 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3559, pruned_loss=0.1032, over 2458959.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.05568, over 7806.08 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3395, pruned_loss=0.1005, over 2473105.41 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05749, over 17451.97 utterances.], batch size: 31, lr: 1.07e-03
2022-08-20 23:37:01,611 INFO [train.py:927] (5/8) Epoch 2, batch 12150, giga_loss[loss=0.2659, simple_loss=0.3426, pruned_loss=0.09455, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02747, over 45.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3431, pruned_loss=0.1004, over 2471865.36 frames. utt_duration=627 frames, utt_pad_proportion=0.05845, over 15806.40 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3568, pruned_loss=0.103, over 2459710.75 frames. utt_duration=1258 frames, utt_pad_proportion=0.05746, over 7831.25 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3401, pruned_loss=0.1003, over 2472629.56 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05765, over 16968.90 utterances.], batch size: 45, lr: 1.07e-03
2022-08-20 23:38:45,896 INFO [train.py:927] (5/8) Epoch 2, batch 12200, giga_loss[loss=0.2986, simple_loss=0.3615, pruned_loss=0.1178, over 12455.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.0453, over 34.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3422, pruned_loss=0.0999, over 2472241.97 frames. utt_duration=614.4 frames, utt_pad_proportion=0.05948, over 16135.69 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3568, pruned_loss=0.1031, over 2460135.62 frames. utt_duration=1256 frames, utt_pad_proportion=0.0569, over 7842.52 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3396, pruned_loss=0.09969, over 2472697.26 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05902, over 17184.39 utterances.], batch size: 34, lr: 1.07e-03
2022-08-20 23:40:27,735 INFO [train.py:927] (5/8) Epoch 2, batch 12250, giga_loss[loss=0.302, simple_loss=0.3616, pruned_loss=0.1212, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04254, over 34.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3402, pruned_loss=0.09933, over 2472543.53 frames. utt_duration=627.4 frames, utt_pad_proportion=0.05901, over 15801.94 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3565, pruned_loss=0.103, over 2460092.90 frames. utt_duration=1260 frames, utt_pad_proportion=0.05605, over 7816.87 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3382, pruned_loss=0.09914, over 2473133.40 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05899, over 16789.90 utterances.], batch size: 34, lr: 1.07e-03
2022-08-20 23:42:09,948 INFO [train.py:927] (5/8) Epoch 2, batch 12300, giga_loss[loss=0.2486, simple_loss=0.3241, pruned_loss=0.08658, over 12401.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02602, over 70.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3362, pruned_loss=0.09753, over 2472702.75 frames. utt_duration=630.9 frames, utt_pad_proportion=0.06119, over 15713.97 utterances.], libri_tot_loss[loss=0.2802, simple_loss=0.3551, pruned_loss=0.1026, over 2460207.01 frames. utt_duration=1270 frames, utt_pad_proportion=0.05449, over 7758.25 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3352, pruned_loss=0.09758, over 2473500.06 frames. utt_duration=588.4 frames, utt_pad_proportion=0.0618, over 16858.19 utterances.], batch size: 70, lr: 1.07e-03
2022-08-20 23:43:50,616 INFO [train.py:927] (5/8) Epoch 2, batch 12350, giga_loss[loss=0.2279, simple_loss=0.3019, pruned_loss=0.07698, over 12351.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.0269, over 70.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3329, pruned_loss=0.09594, over 2472328.22 frames. utt_duration=651.7 frames, utt_pad_proportion=0.06126, over 15208.71 utterances.], libri_tot_loss[loss=0.2787, simple_loss=0.3537, pruned_loss=0.1019, over 2460590.81 frames. utt_duration=1272 frames, utt_pad_proportion=0.05356, over 7748.38 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3325, pruned_loss=0.09639, over 2473103.14 frames. utt_duration=602.7 frames, utt_pad_proportion=0.06233, over 16454.12 utterances.], batch size: 70, lr: 1.07e-03
2022-08-20 23:45:31,181 INFO [train.py:927] (5/8) Epoch 2, batch 12400, giga_loss[loss=0.2211, simple_loss=0.3029, pruned_loss=0.06964, over 12441.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03729, over 105.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3299, pruned_loss=0.09564, over 2472690.68 frames. utt_duration=627.8 frames, utt_pad_proportion=0.06385, over 15793.04 utterances.], libri_tot_loss[loss=0.2788, simple_loss=0.3536, pruned_loss=0.102, over 2460485.80 frames. utt_duration=1269 frames, utt_pad_proportion=0.05408, over 7765.77 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3295, pruned_loss=0.09586, over 2473519.92 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06436, over 16834.09 utterances.], batch size: 105, lr: 1.07e-03
2022-08-20 23:47:13,473 INFO [train.py:927] (5/8) Epoch 2, batch 12450, giga_loss[loss=0.2433, simple_loss=0.3118, pruned_loss=0.08745, over 12398.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03459, over 80.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3263, pruned_loss=0.09374, over 2472311.98 frames. utt_duration=637.1 frames, utt_pad_proportion=0.06065, over 15558.79 utterances.], libri_tot_loss[loss=0.2783, simple_loss=0.3533, pruned_loss=0.1017, over 2460936.18 frames. utt_duration=1264 frames, utt_pad_proportion=0.05443, over 7799.56 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3256, pruned_loss=0.09402, over 2472957.14 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06127, over 16596.77 utterances.], batch size: 80, lr: 1.07e-03
2022-08-20 23:48:55,402 INFO [train.py:927] (5/8) Epoch 2, batch 12500, giga_loss[loss=0.2798, simple_loss=0.3562, pruned_loss=0.1017, over 12422.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03831, over 133.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3263, pruned_loss=0.09376, over 2471530.05 frames. utt_duration=648.4 frames, utt_pad_proportion=0.06071, over 15281.74 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3543, pruned_loss=0.1023, over 2461125.36 frames. utt_duration=1251 frames, utt_pad_proportion=0.05827, over 7877.27 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3243, pruned_loss=0.09326, over 2472124.13 frames. utt_duration=611.6 frames, utt_pad_proportion=0.05967, over 16208.68 utterances.], batch size: 133, lr: 1.07e-03
2022-08-20 23:50:36,488 INFO [train.py:927] (5/8) Epoch 2, batch 12550, giga_loss[loss=0.2305, simple_loss=0.3024, pruned_loss=0.07927, over 12485.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.0435, over 34.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3295, pruned_loss=0.09551, over 2472143.25 frames. utt_duration=612.6 frames, utt_pad_proportion=0.06102, over 16181.43 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3544, pruned_loss=0.1027, over 2461428.47 frames. utt_duration=1251 frames, utt_pad_proportion=0.05749, over 7878.03 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3269, pruned_loss=0.09453, over 2472673.69 frames. utt_duration=577.8 frames, utt_pad_proportion=0.0605, over 17161.24 utterances.], batch size: 34, lr: 1.06e-03
2022-08-20 23:52:18,818 INFO [train.py:927] (5/8) Epoch 2, batch 12600, libri_loss[loss=0.2893, simple_loss=0.3549, pruned_loss=0.1118, over 12299.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005293, over 32.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3306, pruned_loss=0.09523, over 2472563.34 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05933, over 17084.74 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3543, pruned_loss=0.1029, over 2461593.94 frames. utt_duration=1257 frames, utt_pad_proportion=0.05594, over 7843.71 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3278, pruned_loss=0.09403, over 2473181.97 frames. utt_duration=545.9 frames, utt_pad_proportion=0.0597, over 18173.01 utterances.], batch size: 32, lr: 1.06e-03
2022-08-20 23:54:00,146 INFO [train.py:927] (5/8) Epoch 2, batch 12650, giga_loss[loss=0.245, simple_loss=0.327, pruned_loss=0.0815, over 12445.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03763, over 123.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3307, pruned_loss=0.09509, over 2473754.15 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06118, over 17821.80 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3545, pruned_loss=0.1032, over 2461755.68 frames. utt_duration=1244 frames, utt_pad_proportion=0.05954, over 7925.62 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3278, pruned_loss=0.09364, over 2474347.31 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05997, over 18815.49 utterances.], batch size: 123, lr: 1.06e-03
2022-08-20 23:55:43,288 INFO [train.py:927] (5/8) Epoch 2, batch 12700, giga_loss[loss=0.2474, simple_loss=0.3134, pruned_loss=0.09068, over 12358.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.02943, over 51.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3332, pruned_loss=0.09613, over 2473685.45 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06293, over 17983.33 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3562, pruned_loss=0.1038, over 2461977.18 frames. utt_duration=1245 frames, utt_pad_proportion=0.05852, over 7919.95 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3287, pruned_loss=0.09421, over 2474301.67 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06226, over 19046.08 utterances.], batch size: 51, lr: 1.06e-03
2022-08-20 23:57:24,116 INFO [train.py:927] (5/8) Epoch 2, batch 12750, giga_loss[loss=0.3927, simple_loss=0.4073, pruned_loss=0.189, over 12377.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3396, pruned_loss=0.1027, over 2473869.83 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05776, over 17199.05 utterances.], libri_tot_loss[loss=0.2844, simple_loss=0.3578, pruned_loss=0.1056, over 2462238.43 frames. utt_duration=1247 frames, utt_pad_proportion=0.05696, over 7907.83 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3338, pruned_loss=0.09926, over 2474497.45 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05812, over 18372.60 utterances.], batch size: 133, lr: 1.06e-03
2022-08-20 23:59:06,147 INFO [train.py:927] (5/8) Epoch 2, batch 12800, giga_loss[loss=0.3748, simple_loss=0.3995, pruned_loss=0.175, over 12302.00 frames. utt_duration=850.2 frames, utt_pad_proportion=0.03609, over 58.00 utterances.], tot_loss[loss=0.3121, simple_loss=0.3616, pruned_loss=0.1313, over 2473272.90 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06405, over 17538.92 utterances.], libri_tot_loss[loss=0.2909, simple_loss=0.3601, pruned_loss=0.1108, over 2462176.94 frames. utt_duration=1258 frames, utt_pad_proportion=0.05564, over 7836.83 utterances.], giga_tot_loss[loss=0.3013, simple_loss=0.3544, pruned_loss=0.1241, over 2474219.42 frames. utt_duration=525.6 frames, utt_pad_proportion=0.0645, over 18884.70 utterances.], batch size: 58, lr: 1.06e-03
2022-08-21 00:00:48,472 INFO [train.py:927] (5/8) Epoch 2, batch 12850, giga_loss[loss=0.3897, simple_loss=0.4138, pruned_loss=0.1828, over 12370.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03208, over 104.00 utterances.], tot_loss[loss=0.3282, simple_loss=0.371, pruned_loss=0.1427, over 2473086.56 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06489, over 17351.47 utterances.], libri_tot_loss[loss=0.2931, simple_loss=0.3607, pruned_loss=0.1127, over 2461975.54 frames. utt_duration=1263 frames, utt_pad_proportion=0.05522, over 7809.38 utterances.], giga_tot_loss[loss=0.3181, simple_loss=0.3649, pruned_loss=0.1357, over 2474185.43 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06537, over 18570.70 utterances.], batch size: 104, lr: 1.06e-03
2022-08-21 00:02:29,968 INFO [train.py:927] (5/8) Epoch 2, batch 12900, giga_loss[loss=0.34, simple_loss=0.3789, pruned_loss=0.1505, over 12482.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02877, over 55.00 utterances.], tot_loss[loss=0.331, simple_loss=0.3723, pruned_loss=0.1449, over 2472965.97 frames. utt_duration=595.3 frames, utt_pad_proportion=0.06242, over 16656.89 utterances.], libri_tot_loss[loss=0.2954, simple_loss=0.3616, pruned_loss=0.1146, over 2461982.34 frames. utt_duration=1263 frames, utt_pad_proportion=0.05493, over 7808.25 utterances.], giga_tot_loss[loss=0.3213, simple_loss=0.3668, pruned_loss=0.138, over 2473924.24 frames. utt_duration=560.7 frames, utt_pad_proportion=0.0631, over 17695.95 utterances.], batch size: 55, lr: 1.06e-03
2022-08-21 00:04:10,977 INFO [train.py:927] (5/8) Epoch 2, batch 12950, giga_loss[loss=0.3329, simple_loss=0.3688, pruned_loss=0.1485, over 12318.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03195, over 58.00 utterances.], tot_loss[loss=0.3303, simple_loss=0.37, pruned_loss=0.1453, over 2473201.05 frames. utt_duration=618.9 frames, utt_pad_proportion=0.05956, over 16022.42 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3632, pruned_loss=0.1185, over 2462411.76 frames. utt_duration=1266 frames, utt_pad_proportion=0.0538, over 7790.26 utterances.], giga_tot_loss[loss=0.3195, simple_loss=0.3645, pruned_loss=0.1373, over 2473867.74 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06084, over 17100.82 utterances.], batch size: 58, lr: 1.06e-03
2022-08-21 00:05:50,447 INFO [train.py:927] (5/8) Epoch 2, batch 13000, libri_loss[loss=0.3106, simple_loss=0.3609, pruned_loss=0.1302, over 12208.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006586, over 31.00 utterances.], tot_loss[loss=0.3297, simple_loss=0.3714, pruned_loss=0.144, over 2472858.99 frames. utt_duration=606.6 frames, utt_pad_proportion=0.05794, over 16346.96 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3642, pruned_loss=0.1197, over 2462752.13 frames. utt_duration=1269 frames, utt_pad_proportion=0.05303, over 7773.48 utterances.], giga_tot_loss[loss=0.3202, simple_loss=0.3663, pruned_loss=0.137, over 2473294.21 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05939, over 17374.24 utterances.], batch size: 31, lr: 1.06e-03
2022-08-21 00:07:29,895 INFO [train.py:927] (5/8) Epoch 2, batch 13050, giga_loss[loss=0.4063, simple_loss=0.4244, pruned_loss=0.1941, over 12349.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03026, over 70.00 utterances.], tot_loss[loss=0.3316, simple_loss=0.3732, pruned_loss=0.145, over 2473137.29 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05532, over 17031.73 utterances.], libri_tot_loss[loss=0.3034, simple_loss=0.3649, pruned_loss=0.121, over 2462707.26 frames. utt_duration=1269 frames, utt_pad_proportion=0.05262, over 7771.15 utterances.], giga_tot_loss[loss=0.323, simple_loss=0.3686, pruned_loss=0.1387, over 2473672.80 frames. utt_duration=551 frames, utt_pad_proportion=0.05675, over 18005.15 utterances.], batch size: 70, lr: 1.06e-03
2022-08-21 00:09:13,397 INFO [train.py:927] (5/8) Epoch 2, batch 13100, giga_loss[loss=0.4772, simple_loss=0.4448, pruned_loss=0.2548, over 12283.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02614, over 54.00 utterances.], tot_loss[loss=0.3291, simple_loss=0.3703, pruned_loss=0.144, over 2473407.85 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05562, over 17440.28 utterances.], libri_tot_loss[loss=0.3037, simple_loss=0.3647, pruned_loss=0.1214, over 2462644.03 frames. utt_duration=1274 frames, utt_pad_proportion=0.05213, over 7742.72 utterances.], giga_tot_loss[loss=0.3225, simple_loss=0.367, pruned_loss=0.139, over 2474037.23 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05689, over 18360.07 utterances.], batch size: 54, lr: 1.06e-03
2022-08-21 00:10:54,023 INFO [train.py:927] (5/8) Epoch 2, batch 13150, giga_loss[loss=0.3037, simple_loss=0.3523, pruned_loss=0.1276, over 12362.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02753, over 48.00 utterances.], tot_loss[loss=0.3272, simple_loss=0.3691, pruned_loss=0.1427, over 2472854.36 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05296, over 17012.14 utterances.], libri_tot_loss[loss=0.3073, simple_loss=0.3675, pruned_loss=0.1235, over 2462745.25 frames. utt_duration=1271 frames, utt_pad_proportion=0.05216, over 7759.38 utterances.], giga_tot_loss[loss=0.3194, simple_loss=0.3639, pruned_loss=0.1374, over 2473613.05 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05412, over 18048.76 utterances.], batch size: 48, lr: 1.06e-03
2022-08-21 00:12:34,210 INFO [train.py:927] (5/8) Epoch 2, batch 13200, giga_loss[loss=0.3515, simple_loss=0.3827, pruned_loss=0.1601, over 12412.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05001, over 161.00 utterances.], tot_loss[loss=0.3206, simple_loss=0.3636, pruned_loss=0.1388, over 2472915.45 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05254, over 16622.54 utterances.], libri_tot_loss[loss=0.3094, simple_loss=0.3687, pruned_loss=0.125, over 2462929.82 frames. utt_duration=1256 frames, utt_pad_proportion=0.05624, over 7854.75 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.3586, pruned_loss=0.1336, over 2473492.03 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05202, over 17477.08 utterances.], batch size: 161, lr: 1.06e-03
2022-08-21 00:14:13,774 INFO [train.py:927] (5/8) Epoch 2, batch 13250, giga_loss[loss=0.2391, simple_loss=0.2956, pruned_loss=0.09135, over 12367.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.0322, over 51.00 utterances.], tot_loss[loss=0.3119, simple_loss=0.3566, pruned_loss=0.1335, over 2473775.82 frames. utt_duration=619.3 frames, utt_pad_proportion=0.04944, over 16017.85 utterances.], libri_tot_loss[loss=0.3111, simple_loss=0.3695, pruned_loss=0.1264, over 2463008.51 frames. utt_duration=1258 frames, utt_pad_proportion=0.05536, over 7840.83 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3518, pruned_loss=0.1284, over 2474343.02 frames. utt_duration=588.4 frames, utt_pad_proportion=0.04948, over 16863.04 utterances.], batch size: 51, lr: 1.06e-03
2022-08-21 00:15:56,074 INFO [train.py:927] (5/8) Epoch 2, batch 13300, giga_loss[loss=0.2394, simple_loss=0.3168, pruned_loss=0.08101, over 12372.00 frames. utt_duration=620 frames, utt_pad_proportion=0.03579, over 80.00 utterances.], tot_loss[loss=0.3124, simple_loss=0.3579, pruned_loss=0.1334, over 2473516.70 frames. utt_duration=611.9 frames, utt_pad_proportion=0.04968, over 16207.85 utterances.], libri_tot_loss[loss=0.3122, simple_loss=0.3701, pruned_loss=0.1272, over 2463469.70 frames. utt_duration=1261 frames, utt_pad_proportion=0.05451, over 7826.17 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.3533, pruned_loss=0.1286, over 2473741.10 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05001, over 17042.46 utterances.], batch size: 80, lr: 1.06e-03
2022-08-21 00:17:37,712 INFO [train.py:927] (5/8) Epoch 2, batch 13350, giga_loss[loss=0.3053, simple_loss=0.3595, pruned_loss=0.1255, over 12398.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06405, over 183.00 utterances.], tot_loss[loss=0.3133, simple_loss=0.3603, pruned_loss=0.1331, over 2473245.54 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05256, over 16575.87 utterances.], libri_tot_loss[loss=0.3142, simple_loss=0.3712, pruned_loss=0.1286, over 2463176.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.05428, over 7827.21 utterances.], giga_tot_loss[loss=0.3059, simple_loss=0.3553, pruned_loss=0.1282, over 2473936.85 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05282, over 17445.40 utterances.], batch size: 183, lr: 1.05e-03
2022-08-21 00:19:25,282 INFO [train.py:927] (5/8) Epoch 2, batch 13400, giga_loss[loss=0.5074, simple_loss=0.4687, pruned_loss=0.273, over 12351.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2013, over 368.00 utterances.], tot_loss[loss=0.3152, simple_loss=0.3625, pruned_loss=0.1339, over 2473966.94 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05631, over 17090.41 utterances.], libri_tot_loss[loss=0.3159, simple_loss=0.3719, pruned_loss=0.1299, over 2463360.12 frames. utt_duration=1253 frames, utt_pad_proportion=0.05499, over 7870.53 utterances.], giga_tot_loss[loss=0.3076, simple_loss=0.3576, pruned_loss=0.1288, over 2474579.18 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05598, over 17939.87 utterances.], batch size: 368, lr: 1.05e-03
2022-08-21 00:21:10,922 INFO [train.py:927] (5/8) Epoch 2, batch 13450, libri_loss[loss=0.4193, simple_loss=0.4392, pruned_loss=0.1997, over 12450.00 frames. utt_duration=416.5 frames, utt_pad_proportion=0.3502, over 120.00 utterances.], tot_loss[loss=0.3202, simple_loss=0.3675, pruned_loss=0.1365, over 2474796.03 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05749, over 17102.74 utterances.], libri_tot_loss[loss=0.3166, simple_loss=0.3725, pruned_loss=0.1304, over 2463955.06 frames. utt_duration=1242 frames, utt_pad_proportion=0.05902, over 7945.74 utterances.], giga_tot_loss[loss=0.3136, simple_loss=0.3629, pruned_loss=0.1321, over 2474985.06 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05537, over 17914.80 utterances.], batch size: 120, lr: 1.05e-03
2022-08-21 00:22:54,682 INFO [train.py:927] (5/8) Epoch 2, batch 13500, libri_loss[loss=0.3408, simple_loss=0.3649, pruned_loss=0.1583, over 12277.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007509, over 37.00 utterances.], tot_loss[loss=0.3313, simple_loss=0.3757, pruned_loss=0.1434, over 2474789.10 frames. utt_duration=537.1 frames, utt_pad_proportion=0.062, over 18482.12 utterances.], libri_tot_loss[loss=0.3166, simple_loss=0.3722, pruned_loss=0.1305, over 2464154.94 frames. utt_duration=1244 frames, utt_pad_proportion=0.05835, over 7935.63 utterances.], giga_tot_loss[loss=0.3261, simple_loss=0.3723, pruned_loss=0.14, over 2474925.49 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06054, over 19261.77 utterances.], batch size: 37, lr: 1.05e-03
2022-08-21 00:24:39,388 INFO [train.py:927] (5/8) Epoch 2, batch 13550, libri_loss[loss=0.3666, simple_loss=0.3924, pruned_loss=0.1704, over 12251.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005274, over 34.00 utterances.], tot_loss[loss=0.3414, simple_loss=0.3831, pruned_loss=0.1498, over 2474799.75 frames. utt_duration=515 frames, utt_pad_proportion=0.06341, over 19278.16 utterances.], libri_tot_loss[loss=0.3166, simple_loss=0.3718, pruned_loss=0.1307, over 2463837.50 frames. utt_duration=1250 frames, utt_pad_proportion=0.0571, over 7895.97 utterances.], giga_tot_loss[loss=0.3378, simple_loss=0.381, pruned_loss=0.1474, over 2475547.60 frames. utt_duration=490 frames, utt_pad_proportion=0.06278, over 20270.12 utterances.], batch size: 34, lr: 1.05e-03
2022-08-21 00:26:23,051 INFO [train.py:927] (5/8) Epoch 2, batch 13600, giga_loss[loss=0.3311, simple_loss=0.3776, pruned_loss=0.1424, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02715, over 48.00 utterances.], tot_loss[loss=0.3476, simple_loss=0.3874, pruned_loss=0.1539, over 2475128.03 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06379, over 19717.51 utterances.], libri_tot_loss[loss=0.3168, simple_loss=0.3715, pruned_loss=0.131, over 2463931.76 frames. utt_duration=1255 frames, utt_pad_proportion=0.05554, over 7863.37 utterances.], giga_tot_loss[loss=0.3457, simple_loss=0.3866, pruned_loss=0.1524, over 2476086.56 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06387, over 21019.48 utterances.], batch size: 48, lr: 1.05e-03
2022-08-21 00:28:09,988 INFO [train.py:927] (5/8) Epoch 2, batch 13650, giga_loss[loss=0.4069, simple_loss=0.4277, pruned_loss=0.1931, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0433, over 146.00 utterances.], tot_loss[loss=0.3503, simple_loss=0.3896, pruned_loss=0.1555, over 2474557.77 frames. utt_duration=507 frames, utt_pad_proportion=0.06048, over 19580.08 utterances.], libri_tot_loss[loss=0.3172, simple_loss=0.3716, pruned_loss=0.1315, over 2463754.56 frames. utt_duration=1258 frames, utt_pad_proportion=0.05479, over 7842.62 utterances.], giga_tot_loss[loss=0.3495, simple_loss=0.3894, pruned_loss=0.1548, over 2475841.58 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06107, over 21060.60 utterances.], batch size: 146, lr: 1.05e-03
2022-08-21 00:30:01,419 INFO [train.py:927] (5/8) Epoch 2, batch 13700, giga_loss[loss=0.3326, simple_loss=0.3776, pruned_loss=0.1438, over 12363.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02894, over 70.00 utterances.], tot_loss[loss=0.3532, simple_loss=0.392, pruned_loss=0.1572, over 2474974.94 frames. utt_duration=482 frames, utt_pad_proportion=0.07021, over 20600.52 utterances.], libri_tot_loss[loss=0.3169, simple_loss=0.3712, pruned_loss=0.1313, over 2463497.84 frames. utt_duration=1263 frames, utt_pad_proportion=0.05378, over 7812.60 utterances.], giga_tot_loss[loss=0.3538, simple_loss=0.3927, pruned_loss=0.1574, over 2476529.14 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07046, over 22144.74 utterances.], batch size: 70, lr: 1.05e-03
2022-08-21 00:31:48,105 INFO [train.py:927] (5/8) Epoch 2, batch 13750, libri_loss[loss=0.3652, simple_loss=0.3801, pruned_loss=0.1752, over 12360.00 frames. utt_duration=739.1 frames, utt_pad_proportion=0.1601, over 67.00 utterances.], tot_loss[loss=0.3485, simple_loss=0.3882, pruned_loss=0.1544, over 2475657.60 frames. utt_duration=476 frames, utt_pad_proportion=0.07484, over 20868.58 utterances.], libri_tot_loss[loss=0.3161, simple_loss=0.3704, pruned_loss=0.1309, over 2464011.66 frames. utt_duration=1263 frames, utt_pad_proportion=0.05341, over 7812.81 utterances.], giga_tot_loss[loss=0.3509, simple_loss=0.3902, pruned_loss=0.1558, over 2476871.65 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07499, over 22584.04 utterances.], batch size: 67, lr: 1.05e-03
2022-08-21 00:33:31,927 INFO [train.py:927] (5/8) Epoch 2, batch 13800, giga_loss[loss=0.4033, simple_loss=0.4144, pruned_loss=0.1961, over 12332.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 366.00 utterances.], tot_loss[loss=0.346, simple_loss=0.3877, pruned_loss=0.1521, over 2475852.55 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07468, over 21516.66 utterances.], libri_tot_loss[loss=0.3163, simple_loss=0.3705, pruned_loss=0.131, over 2464112.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.05291, over 7798.75 utterances.], giga_tot_loss[loss=0.3481, simple_loss=0.3894, pruned_loss=0.1534, over 2476873.91 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07502, over 23058.22 utterances.], batch size: 366, lr: 1.05e-03
2022-08-21 00:35:16,520 INFO [train.py:927] (5/8) Epoch 2, batch 13850, libri_loss[loss=0.2339, simple_loss=0.2964, pruned_loss=0.08574, over 12215.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.007992, over 29.00 utterances.], tot_loss[loss=0.3426, simple_loss=0.3862, pruned_loss=0.1495, over 2475314.08 frames. utt_duration=441.5 frames, utt_pad_proportion=0.08316, over 22499.85 utterances.], libri_tot_loss[loss=0.3155, simple_loss=0.3701, pruned_loss=0.1305, over 2464078.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05125, over 7746.72 utterances.], giga_tot_loss[loss=0.3462, simple_loss=0.3887, pruned_loss=0.1519, over 2476647.75 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08363, over 24391.18 utterances.], batch size: 29, lr: 1.05e-03
2022-08-21 00:37:06,277 INFO [train.py:927] (5/8) Epoch 2, batch 13900, giga_loss[loss=0.3037, simple_loss=0.3705, pruned_loss=0.1184, over 12271.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02738, over 54.00 utterances.], tot_loss[loss=0.3317, simple_loss=0.3802, pruned_loss=0.1416, over 2473754.84 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07679, over 20727.96 utterances.], libri_tot_loss[loss=0.3151, simple_loss=0.3696, pruned_loss=0.1304, over 2464283.45 frames. utt_duration=1264 frames, utt_pad_proportion=0.05185, over 7806.41 utterances.], giga_tot_loss[loss=0.3357, simple_loss=0.3832, pruned_loss=0.1441, over 2475003.06 frames. utt_duration=437.5 frames, utt_pad_proportion=0.0779, over 22705.36 utterances.], batch size: 54, lr: 1.05e-03
2022-08-21 00:38:50,504 INFO [train.py:927] (5/8) Epoch 2, batch 13950, giga_loss[loss=0.278, simple_loss=0.3513, pruned_loss=0.1023, over 12430.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03877, over 105.00 utterances.], tot_loss[loss=0.3245, simple_loss=0.3757, pruned_loss=0.1366, over 2473418.62 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07991, over 20835.39 utterances.], libri_tot_loss[loss=0.3149, simple_loss=0.3693, pruned_loss=0.1303, over 2464377.37 frames. utt_duration=1271 frames, utt_pad_proportion=0.05065, over 7763.09 utterances.], giga_tot_loss[loss=0.3283, simple_loss=0.3786, pruned_loss=0.139, over 2474623.73 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08123, over 22903.01 utterances.], batch size: 105, lr: 1.05e-03
2022-08-21 00:40:35,668 INFO [train.py:927] (5/8) Epoch 2, batch 14000, giga_loss[loss=0.269, simple_loss=0.331, pruned_loss=0.1035, over 12369.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03122, over 97.00 utterances.], tot_loss[loss=0.3198, simple_loss=0.3736, pruned_loss=0.133, over 2474019.44 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07677, over 20212.88 utterances.], libri_tot_loss[loss=0.3164, simple_loss=0.3713, pruned_loss=0.1307, over 2464378.66 frames. utt_duration=1261 frames, utt_pad_proportion=0.05386, over 7829.08 utterances.], giga_tot_loss[loss=0.3218, simple_loss=0.3743, pruned_loss=0.1346, over 2475311.98 frames. utt_duration=446 frames, utt_pad_proportion=0.07739, over 22272.22 utterances.], batch size: 97, lr: 1.05e-03
2022-08-21 00:42:25,718 INFO [train.py:927] (5/8) Epoch 2, batch 14050, giga_loss[loss=0.2629, simple_loss=0.343, pruned_loss=0.09144, over 12429.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04306, over 26.00 utterances.], tot_loss[loss=0.3165, simple_loss=0.3716, pruned_loss=0.1307, over 2473866.84 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07264, over 20021.56 utterances.], libri_tot_loss[loss=0.3156, simple_loss=0.3705, pruned_loss=0.1303, over 2464081.39 frames. utt_duration=1262 frames, utt_pad_proportion=0.05312, over 7819.27 utterances.], giga_tot_loss[loss=0.3189, simple_loss=0.3729, pruned_loss=0.1325, over 2475405.30 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07387, over 21956.12 utterances.], batch size: 26, lr: 1.05e-03
2022-08-21 00:44:18,086 INFO [train.py:927] (5/8) Epoch 2, batch 14100, giga_loss[loss=0.263, simple_loss=0.3382, pruned_loss=0.09389, over 12318.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02548, over 45.00 utterances.], tot_loss[loss=0.311, simple_loss=0.3683, pruned_loss=0.1268, over 2473710.20 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07674, over 20570.65 utterances.], libri_tot_loss[loss=0.3146, simple_loss=0.3696, pruned_loss=0.1298, over 2464583.61 frames. utt_duration=1266 frames, utt_pad_proportion=0.05177, over 7794.88 utterances.], giga_tot_loss[loss=0.3138, simple_loss=0.3703, pruned_loss=0.1286, over 2474805.77 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07806, over 22557.88 utterances.], batch size: 45, lr: 1.04e-03
2022-08-21 00:46:07,270 INFO [train.py:927] (5/8) Epoch 2, batch 14150, giga_loss[loss=0.2762, simple_loss=0.3531, pruned_loss=0.09962, over 12265.00 frames. utt_duration=1888 frames, utt_pad_proportion=0.04883, over 26.00 utterances.], tot_loss[loss=0.311, simple_loss=0.3688, pruned_loss=0.1266, over 2473860.23 frames. utt_duration=471.4 frames, utt_pad_proportion=0.0799, over 21057.28 utterances.], libri_tot_loss[loss=0.3147, simple_loss=0.3693, pruned_loss=0.1301, over 2464389.22 frames. utt_duration=1244 frames, utt_pad_proportion=0.06056, over 7936.07 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.3705, pruned_loss=0.1277, over 2475108.17 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07814, over 22803.49 utterances.], batch size: 26, lr: 1.04e-03
2022-08-21 00:47:55,685 INFO [train.py:927] (5/8) Epoch 2, batch 14200, giga_loss[loss=0.3041, simple_loss=0.3614, pruned_loss=0.1234, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0379, over 123.00 utterances.], tot_loss[loss=0.3105, simple_loss=0.3675, pruned_loss=0.1268, over 2473690.30 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07672, over 21332.26 utterances.], libri_tot_loss[loss=0.3142, simple_loss=0.3686, pruned_loss=0.1299, over 2464365.58 frames. utt_duration=1245 frames, utt_pad_proportion=0.06003, over 7927.33 utterances.], giga_tot_loss[loss=0.3125, simple_loss=0.3695, pruned_loss=0.1277, over 2474975.65 frames. utt_duration=430 frames, utt_pad_proportion=0.07583, over 23103.48 utterances.], batch size: 123, lr: 1.04e-03
2022-08-21 00:49:43,009 INFO [train.py:927] (5/8) Epoch 2, batch 14250, giga_loss[loss=0.3048, simple_loss=0.3692, pruned_loss=0.1202, over 12378.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03085, over 97.00 utterances.], tot_loss[loss=0.3095, simple_loss=0.3659, pruned_loss=0.1265, over 2472825.20 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07445, over 20250.20 utterances.], libri_tot_loss[loss=0.3145, simple_loss=0.3688, pruned_loss=0.1301, over 2464354.78 frames. utt_duration=1231 frames, utt_pad_proportion=0.06436, over 8017.37 utterances.], giga_tot_loss[loss=0.3107, simple_loss=0.3673, pruned_loss=0.127, over 2474027.93 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07275, over 21810.31 utterances.], batch size: 97, lr: 1.04e-03
2022-08-21 00:51:31,247 INFO [train.py:927] (5/8) Epoch 2, batch 14300, libri_loss[loss=0.336, simple_loss=0.377, pruned_loss=0.1475, over 12303.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006692, over 36.00 utterances.], tot_loss[loss=0.3053, simple_loss=0.3638, pruned_loss=0.1234, over 2472945.30 frames. utt_duration=510.4 frames, utt_pad_proportion=0.069, over 19436.39 utterances.], libri_tot_loss[loss=0.3146, simple_loss=0.3691, pruned_loss=0.1301, over 2464306.89 frames. utt_duration=1232 frames, utt_pad_proportion=0.06365, over 8011.98 utterances.], giga_tot_loss[loss=0.306, simple_loss=0.3647, pruned_loss=0.1237, over 2474193.13 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06824, over 21023.55 utterances.], batch size: 36, lr: 1.04e-03
2022-08-21 00:53:18,061 INFO [train.py:927] (5/8) Epoch 2, batch 14350, libri_loss[loss=0.4096, simple_loss=0.4248, pruned_loss=0.1972, over 12416.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02306, over 43.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.3626, pruned_loss=0.1221, over 2473456.04 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06441, over 19063.68 utterances.], libri_tot_loss[loss=0.3144, simple_loss=0.3687, pruned_loss=0.1301, over 2464546.20 frames. utt_duration=1236 frames, utt_pad_proportion=0.06279, over 7988.03 utterances.], giga_tot_loss[loss=0.3038, simple_loss=0.3634, pruned_loss=0.1222, over 2474386.09 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06441, over 20537.81 utterances.], batch size: 43, lr: 1.04e-03
2022-08-21 00:55:02,736 INFO [train.py:927] (5/8) Epoch 2, batch 14400, giga_loss[loss=0.2949, simple_loss=0.3534, pruned_loss=0.1182, over 12349.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02958, over 91.00 utterances.], tot_loss[loss=0.3021, simple_loss=0.3607, pruned_loss=0.1217, over 2473916.52 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07087, over 20154.92 utterances.], libri_tot_loss[loss=0.3132, simple_loss=0.3675, pruned_loss=0.1295, over 2464823.59 frames. utt_duration=1241 frames, utt_pad_proportion=0.06117, over 7952.94 utterances.], giga_tot_loss[loss=0.3031, simple_loss=0.3622, pruned_loss=0.122, over 2474748.88 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07097, over 21793.21 utterances.], batch size: 91, lr: 1.04e-03
2022-08-21 00:56:47,280 INFO [train.py:927] (5/8) Epoch 2, batch 14450, giga_loss[loss=0.2607, simple_loss=0.323, pruned_loss=0.09917, over 12368.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03141, over 58.00 utterances.], tot_loss[loss=0.3002, simple_loss=0.3588, pruned_loss=0.1208, over 2474221.37 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06618, over 19715.72 utterances.], libri_tot_loss[loss=0.313, simple_loss=0.3673, pruned_loss=0.1294, over 2465140.90 frames. utt_duration=1244 frames, utt_pad_proportion=0.05983, over 7934.67 utterances.], giga_tot_loss[loss=0.3008, simple_loss=0.36, pruned_loss=0.1208, over 2474854.24 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06711, over 21384.27 utterances.], batch size: 58, lr: 1.04e-03
2022-08-21 00:58:33,162 INFO [train.py:927] (5/8) Epoch 2, batch 14500, giga_loss[loss=0.3037, simple_loss=0.3554, pruned_loss=0.126, over 12351.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03263, over 62.00 utterances.], tot_loss[loss=0.2991, simple_loss=0.3573, pruned_loss=0.1204, over 2474655.02 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06885, over 19740.41 utterances.], libri_tot_loss[loss=0.3124, simple_loss=0.3667, pruned_loss=0.129, over 2465345.79 frames. utt_duration=1236 frames, utt_pad_proportion=0.06329, over 7988.19 utterances.], giga_tot_loss[loss=0.2998, simple_loss=0.3585, pruned_loss=0.1206, over 2475227.55 frames. utt_duration=465.2 frames, utt_pad_proportion=0.06833, over 21349.01 utterances.], batch size: 62, lr: 1.04e-03
2022-08-21 01:00:17,594 INFO [train.py:927] (5/8) Epoch 2, batch 14550, libri_loss[loss=0.3253, simple_loss=0.3821, pruned_loss=0.1342, over 12313.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005347, over 35.00 utterances.], tot_loss[loss=0.2988, simple_loss=0.3576, pruned_loss=0.12, over 2473734.31 frames. utt_duration=506 frames, utt_pad_proportion=0.07106, over 19610.95 utterances.], libri_tot_loss[loss=0.3126, simple_loss=0.3671, pruned_loss=0.129, over 2465395.98 frames. utt_duration=1239 frames, utt_pad_proportion=0.06219, over 7971.74 utterances.], giga_tot_loss[loss=0.2989, simple_loss=0.358, pruned_loss=0.1199, over 2474338.01 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07092, over 21177.26 utterances.], batch size: 35, lr: 1.04e-03
2022-08-21 01:02:01,520 INFO [train.py:927] (5/8) Epoch 2, batch 14600, giga_loss[loss=0.2662, simple_loss=0.3279, pruned_loss=0.1023, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04405, over 31.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3578, pruned_loss=0.1195, over 2473557.69 frames. utt_duration=509.1 frames, utt_pad_proportion=0.0752, over 19490.38 utterances.], libri_tot_loss[loss=0.3131, simple_loss=0.3674, pruned_loss=0.1294, over 2465873.49 frames. utt_duration=1210 frames, utt_pad_proportion=0.07084, over 8163.18 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3574, pruned_loss=0.1187, over 2473895.37 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07184, over 21010.46 utterances.], batch size: 31, lr: 1.04e-03
2022-08-21 01:03:50,899 INFO [train.py:927] (5/8) Epoch 2, batch 14650, giga_loss[loss=0.2526, simple_loss=0.3214, pruned_loss=0.0919, over 12428.00 frames. utt_duration=976.6 frames, utt_pad_proportion=0.02728, over 51.00 utterances.], tot_loss[loss=0.2988, simple_loss=0.3581, pruned_loss=0.1198, over 2473617.70 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07901, over 20014.02 utterances.], libri_tot_loss[loss=0.3127, simple_loss=0.3672, pruned_loss=0.1291, over 2465894.60 frames. utt_duration=1207 frames, utt_pad_proportion=0.07011, over 8180.88 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3578, pruned_loss=0.1192, over 2474086.50 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07645, over 21525.12 utterances.], batch size: 51, lr: 1.04e-03
2022-08-21 01:05:37,575 INFO [train.py:927] (5/8) Epoch 2, batch 14700, libri_loss[loss=0.2605, simple_loss=0.3042, pruned_loss=0.1084, over 12302.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008637, over 28.00 utterances.], tot_loss[loss=0.3008, simple_loss=0.3586, pruned_loss=0.1215, over 2474358.73 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07938, over 20028.85 utterances.], libri_tot_loss[loss=0.3116, simple_loss=0.366, pruned_loss=0.1286, over 2466408.54 frames. utt_duration=1213 frames, utt_pad_proportion=0.06856, over 8139.99 utterances.], giga_tot_loss[loss=0.3007, simple_loss=0.3591, pruned_loss=0.1211, over 2474574.98 frames. utt_duration=457 frames, utt_pad_proportion=0.07793, over 21726.61 utterances.], batch size: 28, lr: 1.04e-03
2022-08-21 01:07:20,762 INFO [train.py:927] (5/8) Epoch 2, batch 14750, giga_loss[loss=0.2924, simple_loss=0.354, pruned_loss=0.1154, over 12356.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03312, over 62.00 utterances.], tot_loss[loss=0.3007, simple_loss=0.3579, pruned_loss=0.1217, over 2474339.07 frames. utt_duration=516.9 frames, utt_pad_proportion=0.07375, over 19201.52 utterances.], libri_tot_loss[loss=0.3101, simple_loss=0.3646, pruned_loss=0.1278, over 2466490.02 frames. utt_duration=1223 frames, utt_pad_proportion=0.06646, over 8078.08 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3594, pruned_loss=0.1218, over 2474782.55 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07381, over 21110.63 utterances.], batch size: 62, lr: 1.04e-03
2022-08-21 01:09:06,090 INFO [train.py:927] (5/8) Epoch 2, batch 14800, giga_loss[loss=0.3669, simple_loss=0.3954, pruned_loss=0.1692, over 12380.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07408, over 212.00 utterances.], tot_loss[loss=0.3, simple_loss=0.3573, pruned_loss=0.1214, over 2473932.31 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07692, over 19608.15 utterances.], libri_tot_loss[loss=0.3105, simple_loss=0.3649, pruned_loss=0.1281, over 2466701.07 frames. utt_duration=1221 frames, utt_pad_proportion=0.06629, over 8092.79 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.358, pruned_loss=0.1211, over 2474275.73 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07691, over 21376.96 utterances.], batch size: 212, lr: 1.04e-03
2022-08-21 01:10:50,038 INFO [train.py:927] (5/8) Epoch 2, batch 14850, giga_loss[loss=0.2678, simple_loss=0.3403, pruned_loss=0.09764, over 12327.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.2967, simple_loss=0.3554, pruned_loss=0.119, over 2474288.96 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07715, over 20340.07 utterances.], libri_tot_loss[loss=0.3105, simple_loss=0.3648, pruned_loss=0.1281, over 2466487.41 frames. utt_duration=1224 frames, utt_pad_proportion=0.06559, over 8067.54 utterances.], giga_tot_loss[loss=0.2965, simple_loss=0.3558, pruned_loss=0.1186, over 2474852.93 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07739, over 21918.12 utterances.], batch size: 70, lr: 1.04e-03
2022-08-21 01:12:36,823 INFO [train.py:927] (5/8) Epoch 2, batch 14900, giga_loss[loss=0.383, simple_loss=0.4051, pruned_loss=0.1805, over 12396.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07386, over 213.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3527, pruned_loss=0.1177, over 2474490.87 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07325, over 20412.52 utterances.], libri_tot_loss[loss=0.3101, simple_loss=0.3645, pruned_loss=0.1279, over 2466433.25 frames. utt_duration=1227 frames, utt_pad_proportion=0.06529, over 8051.88 utterances.], giga_tot_loss[loss=0.2942, simple_loss=0.3533, pruned_loss=0.1176, over 2475054.11 frames. utt_duration=456.2 frames, utt_pad_proportion=0.0738, over 21770.01 utterances.], batch size: 213, lr: 1.03e-03
2022-08-21 01:14:20,344 INFO [train.py:927] (5/8) Epoch 2, batch 14950, giga_loss[loss=0.3217, simple_loss=0.3853, pruned_loss=0.1291, over 12326.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03462, over 51.00 utterances.], tot_loss[loss=0.2974, simple_loss=0.3551, pruned_loss=0.1198, over 2474459.10 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07238, over 20615.35 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3643, pruned_loss=0.1276, over 2466447.20 frames. utt_duration=1230 frames, utt_pad_proportion=0.06373, over 8028.62 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3555, pruned_loss=0.1196, over 2475135.89 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07348, over 22067.74 utterances.], batch size: 51, lr: 1.03e-03
2022-08-21 01:16:10,405 INFO [train.py:927] (5/8) Epoch 2, batch 15000, giga_loss[loss=0.293, simple_loss=0.3705, pruned_loss=0.1078, over 12419.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03558, over 105.00 utterances.], tot_loss[loss=0.3008, simple_loss=0.3599, pruned_loss=0.1208, over 2474494.57 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07748, over 21065.55 utterances.], libri_tot_loss[loss=0.31, simple_loss=0.3647, pruned_loss=0.1276, over 2466375.83 frames. utt_duration=1235 frames, utt_pad_proportion=0.06292, over 7996.23 utterances.], giga_tot_loss[loss=0.3004, simple_loss=0.3596, pruned_loss=0.1206, over 2475257.17 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07837, over 22478.28 utterances.], batch size: 105, lr: 1.03e-03
2022-08-21 01:16:10,407 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 01:16:24,137 INFO [train.py:967] (5/8) Epoch 2, validation: loss=0.2466, simple_loss=0.3797, pruned_loss=0.05678, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 01:18:07,203 INFO [train.py:927] (5/8) Epoch 2, batch 15050, giga_loss[loss=0.3417, simple_loss=0.3984, pruned_loss=0.1425, over 12404.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03635, over 105.00 utterances.], tot_loss[loss=0.3045, simple_loss=0.3641, pruned_loss=0.1225, over 2474263.34 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07617, over 20979.61 utterances.], libri_tot_loss[loss=0.3111, simple_loss=0.3667, pruned_loss=0.1278, over 2466340.94 frames. utt_duration=1236 frames, utt_pad_proportion=0.06144, over 7988.21 utterances.], giga_tot_loss[loss=0.3029, simple_loss=0.3619, pruned_loss=0.1219, over 2475163.11 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07759, over 22550.04 utterances.], batch size: 105, lr: 1.03e-03
2022-08-21 01:19:53,165 INFO [train.py:927] (5/8) Epoch 2, batch 15100, giga_loss[loss=0.3969, simple_loss=0.4066, pruned_loss=0.1936, over 12333.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3646, pruned_loss=0.1241, over 2473891.79 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0766, over 21131.00 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.366, pruned_loss=0.1276, over 2466317.18 frames. utt_duration=1228 frames, utt_pad_proportion=0.06501, over 8041.66 utterances.], giga_tot_loss[loss=0.3054, simple_loss=0.3634, pruned_loss=0.1237, over 2474806.08 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07658, over 22631.28 utterances.], batch size: 369, lr: 1.03e-03
2022-08-21 01:21:38,439 INFO [train.py:927] (5/8) Epoch 2, batch 15150, giga_loss[loss=0.2556, simple_loss=0.3234, pruned_loss=0.09384, over 12389.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02683, over 70.00 utterances.], tot_loss[loss=0.3044, simple_loss=0.3622, pruned_loss=0.1233, over 2474110.71 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07512, over 21170.69 utterances.], libri_tot_loss[loss=0.31, simple_loss=0.3656, pruned_loss=0.1272, over 2466192.37 frames. utt_duration=1231 frames, utt_pad_proportion=0.06426, over 8026.09 utterances.], giga_tot_loss[loss=0.304, simple_loss=0.3616, pruned_loss=0.1232, over 2475024.63 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07546, over 22542.67 utterances.], batch size: 70, lr: 1.03e-03
2022-08-21 01:23:25,787 INFO [train.py:927] (5/8) Epoch 2, batch 15200, giga_loss[loss=0.3355, simple_loss=0.3839, pruned_loss=0.1435, over 12365.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06085, over 182.00 utterances.], tot_loss[loss=0.3053, simple_loss=0.3621, pruned_loss=0.1242, over 2474443.40 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07199, over 20998.05 utterances.], libri_tot_loss[loss=0.3109, simple_loss=0.3658, pruned_loss=0.128, over 2466401.97 frames. utt_duration=1230 frames, utt_pad_proportion=0.06358, over 8031.39 utterances.], giga_tot_loss[loss=0.3041, simple_loss=0.3614, pruned_loss=0.1234, over 2475132.45 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07274, over 22316.25 utterances.], batch size: 182, lr: 1.03e-03
2022-08-21 01:25:13,328 INFO [train.py:927] (5/8) Epoch 2, batch 15250, giga_loss[loss=0.2811, simple_loss=0.3324, pruned_loss=0.1149, over 12379.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02829, over 85.00 utterances.], tot_loss[loss=0.3058, simple_loss=0.362, pruned_loss=0.1248, over 2475339.54 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07077, over 20896.81 utterances.], libri_tot_loss[loss=0.312, simple_loss=0.3666, pruned_loss=0.1287, over 2466570.17 frames. utt_duration=1207 frames, utt_pad_proportion=0.07129, over 8184.12 utterances.], giga_tot_loss[loss=0.3038, simple_loss=0.3607, pruned_loss=0.1235, over 2475844.87 frames. utt_duration=452.2 frames, utt_pad_proportion=0.06898, over 21969.73 utterances.], batch size: 85, lr: 1.03e-03
2022-08-21 01:27:01,774 INFO [train.py:927] (5/8) Epoch 2, batch 15300, giga_loss[loss=0.2773, simple_loss=0.3402, pruned_loss=0.1072, over 12442.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03539, over 105.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3597, pruned_loss=0.1224, over 2474925.43 frames. utt_duration=484.2 frames, utt_pad_proportion=0.06881, over 20509.70 utterances.], libri_tot_loss[loss=0.3126, simple_loss=0.3675, pruned_loss=0.1289, over 2466633.41 frames. utt_duration=1209 frames, utt_pad_proportion=0.0705, over 8174.36 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.3578, pruned_loss=0.1212, over 2475396.85 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06774, over 21543.20 utterances.], batch size: 105, lr: 1.03e-03
2022-08-21 01:28:48,172 INFO [train.py:927] (5/8) Epoch 2, batch 15350, giga_loss[loss=0.3074, simple_loss=0.36, pruned_loss=0.1274, over 12413.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03526, over 113.00 utterances.], tot_loss[loss=0.3065, simple_loss=0.3624, pruned_loss=0.1253, over 2474814.18 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07943, over 22052.31 utterances.], libri_tot_loss[loss=0.3119, simple_loss=0.3668, pruned_loss=0.1285, over 2467019.68 frames. utt_duration=1214 frames, utt_pad_proportion=0.06896, over 8135.66 utterances.], giga_tot_loss[loss=0.3052, simple_loss=0.3613, pruned_loss=0.1245, over 2475064.81 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07881, over 23295.44 utterances.], batch size: 113, lr: 1.03e-03
2022-08-21 01:30:38,280 INFO [train.py:927] (5/8) Epoch 2, batch 15400, giga_loss[loss=0.2828, simple_loss=0.3745, pruned_loss=0.09552, over 12340.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03462, over 62.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3627, pruned_loss=0.125, over 2473728.39 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07666, over 21000.49 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.366, pruned_loss=0.1282, over 2466705.86 frames. utt_duration=1221 frames, utt_pad_proportion=0.06619, over 8089.51 utterances.], giga_tot_loss[loss=0.3056, simple_loss=0.3623, pruned_loss=0.1245, over 2474571.13 frames. utt_duration=437 frames, utt_pad_proportion=0.07741, over 22728.27 utterances.], batch size: 62, lr: 1.03e-03
2022-08-21 01:32:22,378 INFO [train.py:927] (5/8) Epoch 2, batch 15450, giga_loss[loss=0.3616, simple_loss=0.3857, pruned_loss=0.1687, over 12334.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2067, over 370.00 utterances.], tot_loss[loss=0.3041, simple_loss=0.363, pruned_loss=0.1227, over 2473617.12 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07485, over 20469.84 utterances.], libri_tot_loss[loss=0.3105, simple_loss=0.3652, pruned_loss=0.1279, over 2466618.45 frames. utt_duration=1215 frames, utt_pad_proportion=0.06933, over 8132.37 utterances.], giga_tot_loss[loss=0.304, simple_loss=0.3632, pruned_loss=0.1223, over 2474529.87 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07447, over 22142.90 utterances.], batch size: 370, lr: 1.03e-03
2022-08-21 01:34:08,297 INFO [train.py:927] (5/8) Epoch 2, batch 15500, giga_loss[loss=0.3386, simple_loss=0.3891, pruned_loss=0.144, over 12429.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.03137, over 55.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.367, pruned_loss=0.1251, over 2473328.95 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07271, over 20143.67 utterances.], libri_tot_loss[loss=0.3105, simple_loss=0.3655, pruned_loss=0.1278, over 2466476.43 frames. utt_duration=1219 frames, utt_pad_proportion=0.06776, over 8100.73 utterances.], giga_tot_loss[loss=0.3084, simple_loss=0.3671, pruned_loss=0.1249, over 2474372.78 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07311, over 21846.28 utterances.], batch size: 55, lr: 1.03e-03
2022-08-21 01:35:54,858 INFO [train.py:927] (5/8) Epoch 2, batch 15550, giga_loss[loss=0.2696, simple_loss=0.335, pruned_loss=0.1021, over 12351.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02858, over 66.00 utterances.], tot_loss[loss=0.311, simple_loss=0.3681, pruned_loss=0.1269, over 2473244.20 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07475, over 20612.01 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.3656, pruned_loss=0.1279, over 2466558.55 frames. utt_duration=1220 frames, utt_pad_proportion=0.06696, over 8095.24 utterances.], giga_tot_loss[loss=0.3107, simple_loss=0.368, pruned_loss=0.1266, over 2474090.48 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07523, over 22122.80 utterances.], batch size: 66, lr: 1.03e-03
2022-08-21 01:37:38,591 INFO [train.py:927] (5/8) Epoch 2, batch 15600, giga_loss[loss=0.3012, simple_loss=0.369, pruned_loss=0.1167, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0399, over 113.00 utterances.], tot_loss[loss=0.3106, simple_loss=0.3672, pruned_loss=0.127, over 2473825.84 frames. utt_duration=457.7 frames, utt_pad_proportion=0.0826, over 21691.54 utterances.], libri_tot_loss[loss=0.3103, simple_loss=0.3649, pruned_loss=0.1279, over 2466705.10 frames. utt_duration=1213 frames, utt_pad_proportion=0.07066, over 8144.87 utterances.], giga_tot_loss[loss=0.3106, simple_loss=0.3679, pruned_loss=0.1267, over 2474571.11 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08134, over 23213.47 utterances.], batch size: 113, lr: 1.03e-03
2022-08-21 01:39:20,794 INFO [train.py:927] (5/8) Epoch 2, batch 15650, libri_loss[loss=0.2674, simple_loss=0.3314, pruned_loss=0.1017, over 12424.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01672, over 40.00 utterances.], tot_loss[loss=0.3068, simple_loss=0.3657, pruned_loss=0.124, over 2474257.21 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07821, over 20701.91 utterances.], libri_tot_loss[loss=0.3099, simple_loss=0.3645, pruned_loss=0.1276, over 2466988.73 frames. utt_duration=1220 frames, utt_pad_proportion=0.0689, over 8101.43 utterances.], giga_tot_loss[loss=0.3072, simple_loss=0.3666, pruned_loss=0.124, over 2474835.83 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07809, over 22365.97 utterances.], batch size: 40, lr: 1.03e-03
2022-08-21 01:41:05,920 INFO [train.py:927] (5/8) Epoch 2, batch 15700, giga_loss[loss=0.2835, simple_loss=0.3502, pruned_loss=0.1084, over 12391.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04058, over 133.00 utterances.], tot_loss[loss=0.3049, simple_loss=0.3647, pruned_loss=0.1225, over 2474215.28 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07342, over 19957.14 utterances.], libri_tot_loss[loss=0.3095, simple_loss=0.3642, pruned_loss=0.1274, over 2466832.14 frames. utt_duration=1223 frames, utt_pad_proportion=0.06845, over 8079.48 utterances.], giga_tot_loss[loss=0.3055, simple_loss=0.3658, pruned_loss=0.1226, over 2474859.45 frames. utt_duration=464.4 frames, utt_pad_proportion=0.0738, over 21386.71 utterances.], batch size: 133, lr: 1.03e-03
2022-08-21 01:42:51,723 INFO [train.py:927] (5/8) Epoch 2, batch 15750, giga_loss[loss=0.2737, simple_loss=0.3413, pruned_loss=0.1031, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.0311, over 40.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.3632, pruned_loss=0.1227, over 2474250.40 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07386, over 20207.60 utterances.], libri_tot_loss[loss=0.3091, simple_loss=0.3638, pruned_loss=0.1272, over 2466852.34 frames. utt_duration=1221 frames, utt_pad_proportion=0.06791, over 8089.13 utterances.], giga_tot_loss[loss=0.305, simple_loss=0.3643, pruned_loss=0.1229, over 2474910.59 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07438, over 21608.05 utterances.], batch size: 40, lr: 1.02e-03
2022-08-21 01:44:38,577 INFO [train.py:927] (5/8) Epoch 2, batch 15800, giga_loss[loss=0.2652, simple_loss=0.3358, pruned_loss=0.09729, over 12414.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03396, over 75.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.3623, pruned_loss=0.1232, over 2474381.89 frames. utt_duration=476 frames, utt_pad_proportion=0.07473, over 20859.54 utterances.], libri_tot_loss[loss=0.3092, simple_loss=0.3641, pruned_loss=0.1272, over 2466846.64 frames. utt_duration=1223 frames, utt_pad_proportion=0.06749, over 8080.37 utterances.], giga_tot_loss[loss=0.3047, simple_loss=0.3629, pruned_loss=0.1233, over 2475066.61 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07526, over 22259.05 utterances.], batch size: 75, lr: 1.02e-03
2022-08-21 01:46:20,961 INFO [train.py:927] (5/8) Epoch 2, batch 15850, libri_loss[loss=0.3755, simple_loss=0.4023, pruned_loss=0.1744, over 12440.00 frames. utt_duration=767.2 frames, utt_pad_proportion=0.1272, over 65.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3602, pruned_loss=0.1226, over 2474511.42 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07449, over 20930.27 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.3641, pruned_loss=0.1273, over 2467034.82 frames. utt_duration=1219 frames, utt_pad_proportion=0.06741, over 8105.86 utterances.], giga_tot_loss[loss=0.3028, simple_loss=0.3607, pruned_loss=0.1225, over 2475119.59 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07502, over 22381.96 utterances.], batch size: 65, lr: 1.02e-03
2022-08-21 01:48:02,231 INFO [train.py:927] (5/8) Epoch 2, batch 15900, giga_loss[loss=0.2827, simple_loss=0.3457, pruned_loss=0.1099, over 12341.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03316, over 85.00 utterances.], tot_loss[loss=0.2987, simple_loss=0.3582, pruned_loss=0.1196, over 2474838.01 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07391, over 21166.42 utterances.], libri_tot_loss[loss=0.31, simple_loss=0.3649, pruned_loss=0.1275, over 2467192.03 frames. utt_duration=1222 frames, utt_pad_proportion=0.06693, over 8088.85 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3577, pruned_loss=0.1191, over 2475243.84 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07454, over 22444.00 utterances.], batch size: 85, lr: 1.02e-03
2022-08-21 01:49:53,328 INFO [train.py:927] (5/8) Epoch 2, batch 15950, giga_loss[loss=0.3428, simple_loss=0.3717, pruned_loss=0.157, over 12359.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1899, over 363.00 utterances.], tot_loss[loss=0.2985, simple_loss=0.3574, pruned_loss=0.1198, over 2474833.23 frames. utt_duration=458 frames, utt_pad_proportion=0.07691, over 21683.89 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.3657, pruned_loss=0.1283, over 2467268.59 frames. utt_duration=1212 frames, utt_pad_proportion=0.06976, over 8151.28 utterances.], giga_tot_loss[loss=0.2967, simple_loss=0.3561, pruned_loss=0.1186, over 2475292.56 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07645, over 23014.36 utterances.], batch size: 363, lr: 1.02e-03
2022-08-21 01:51:39,003 INFO [train.py:927] (5/8) Epoch 2, batch 16000, giga_loss[loss=0.3831, simple_loss=0.4043, pruned_loss=0.1809, over 12416.00 frames. utt_duration=233.5 frames, utt_pad_proportion=0.08065, over 214.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3565, pruned_loss=0.1202, over 2474734.68 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07447, over 21257.77 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.3656, pruned_loss=0.1284, over 2467435.85 frames. utt_duration=1214 frames, utt_pad_proportion=0.06834, over 8141.05 utterances.], giga_tot_loss[loss=0.2965, simple_loss=0.3553, pruned_loss=0.1188, over 2475145.63 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07477, over 22702.55 utterances.], batch size: 214, lr: 1.02e-03
2022-08-21 01:53:21,550 INFO [train.py:927] (5/8) Epoch 2, batch 16050, giga_loss[loss=0.2819, simple_loss=0.3482, pruned_loss=0.1078, over 12427.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03309, over 75.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3567, pruned_loss=0.12, over 2474499.11 frames. utt_duration=467 frames, utt_pad_proportion=0.07225, over 21261.61 utterances.], libri_tot_loss[loss=0.311, simple_loss=0.3653, pruned_loss=0.1283, over 2467690.45 frames. utt_duration=1218 frames, utt_pad_proportion=0.06705, over 8116.71 utterances.], giga_tot_loss[loss=0.2968, simple_loss=0.3559, pruned_loss=0.1189, over 2474755.35 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07303, over 22719.47 utterances.], batch size: 75, lr: 1.02e-03
2022-08-21 01:55:06,811 INFO [train.py:927] (5/8) Epoch 2, batch 16100, giga_loss[loss=0.2833, simple_loss=0.3448, pruned_loss=0.1109, over 12423.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03753, over 86.00 utterances.], tot_loss[loss=0.2969, simple_loss=0.3558, pruned_loss=0.119, over 2474165.98 frames. utt_duration=472.4 frames, utt_pad_proportion=0.0712, over 21015.19 utterances.], libri_tot_loss[loss=0.3113, simple_loss=0.3656, pruned_loss=0.1285, over 2467502.23 frames. utt_duration=1220 frames, utt_pad_proportion=0.06608, over 8102.46 utterances.], giga_tot_loss[loss=0.295, simple_loss=0.3546, pruned_loss=0.1177, over 2474668.88 frames. utt_duration=443 frames, utt_pad_proportion=0.07224, over 22421.35 utterances.], batch size: 86, lr: 1.02e-03
2022-08-21 01:56:53,296 INFO [train.py:927] (5/8) Epoch 2, batch 16150, libri_loss[loss=0.3148, simple_loss=0.3647, pruned_loss=0.1325, over 12437.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.00692, over 32.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3596, pruned_loss=0.1206, over 2473837.38 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07159, over 20914.11 utterances.], libri_tot_loss[loss=0.3132, simple_loss=0.3681, pruned_loss=0.1291, over 2467615.92 frames. utt_duration=1220 frames, utt_pad_proportion=0.06516, over 8102.72 utterances.], giga_tot_loss[loss=0.2969, simple_loss=0.3563, pruned_loss=0.1187, over 2474343.73 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07281, over 22465.09 utterances.], batch size: 32, lr: 1.02e-03
2022-08-21 01:58:37,821 INFO [train.py:927] (5/8) Epoch 2, batch 16200, giga_loss[loss=0.2999, simple_loss=0.3568, pruned_loss=0.1216, over 12403.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02566, over 91.00 utterances.], tot_loss[loss=0.3017, simple_loss=0.3604, pruned_loss=0.1215, over 2473873.68 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07016, over 20804.17 utterances.], libri_tot_loss[loss=0.3132, simple_loss=0.3679, pruned_loss=0.1292, over 2467788.56 frames. utt_duration=1212 frames, utt_pad_proportion=0.06812, over 8157.81 utterances.], giga_tot_loss[loss=0.2986, simple_loss=0.3577, pruned_loss=0.1197, over 2474254.90 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07031, over 22280.94 utterances.], batch size: 91, lr: 1.02e-03
2022-08-21 02:00:27,810 INFO [train.py:927] (5/8) Epoch 2, batch 16250, giga_loss[loss=0.2755, simple_loss=0.3498, pruned_loss=0.1006, over 12352.00 frames. utt_duration=970 frames, utt_pad_proportion=0.0319, over 51.00 utterances.], tot_loss[loss=0.3015, simple_loss=0.3605, pruned_loss=0.1212, over 2473676.00 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06593, over 20604.71 utterances.], libri_tot_loss[loss=0.3127, simple_loss=0.3675, pruned_loss=0.1289, over 2467737.74 frames. utt_duration=1214 frames, utt_pad_proportion=0.06734, over 8141.51 utterances.], giga_tot_loss[loss=0.2993, simple_loss=0.3586, pruned_loss=0.12, over 2474108.45 frames. utt_duration=452.3 frames, utt_pad_proportion=0.06655, over 21952.64 utterances.], batch size: 51, lr: 1.02e-03
2022-08-21 02:02:12,922 INFO [train.py:927] (5/8) Epoch 2, batch 16300, giga_loss[loss=0.3093, simple_loss=0.3658, pruned_loss=0.1264, over 12372.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03638, over 122.00 utterances.], tot_loss[loss=0.3008, simple_loss=0.36, pruned_loss=0.1208, over 2473661.84 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06733, over 20326.18 utterances.], libri_tot_loss[loss=0.3121, simple_loss=0.3669, pruned_loss=0.1287, over 2467635.21 frames. utt_duration=1214 frames, utt_pad_proportion=0.06679, over 8142.48 utterances.], giga_tot_loss[loss=0.2993, simple_loss=0.3588, pruned_loss=0.1199, over 2474272.00 frames. utt_duration=456.7 frames, utt_pad_proportion=0.06798, over 21740.70 utterances.], batch size: 122, lr: 1.02e-03
2022-08-21 02:03:59,808 INFO [train.py:927] (5/8) Epoch 2, batch 16350, giga_loss[loss=0.3226, simple_loss=0.3694, pruned_loss=0.1379, over 12400.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05825, over 182.00 utterances.], tot_loss[loss=0.2988, simple_loss=0.3581, pruned_loss=0.1198, over 2473585.88 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07172, over 20318.05 utterances.], libri_tot_loss[loss=0.3119, simple_loss=0.3667, pruned_loss=0.1285, over 2467502.95 frames. utt_duration=1202 frames, utt_pad_proportion=0.07056, over 8218.24 utterances.], giga_tot_loss[loss=0.2975, simple_loss=0.3572, pruned_loss=0.119, over 2474308.74 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07069, over 21652.21 utterances.], batch size: 182, lr: 1.02e-03
2022-08-21 02:05:43,693 INFO [train.py:927] (5/8) Epoch 2, batch 16400, giga_loss[loss=0.2493, simple_loss=0.3207, pruned_loss=0.08896, over 12270.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02746, over 54.00 utterances.], tot_loss[loss=0.2972, simple_loss=0.3562, pruned_loss=0.1191, over 2474568.74 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07221, over 20527.18 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.366, pruned_loss=0.1282, over 2467850.59 frames. utt_duration=1201 frames, utt_pad_proportion=0.06983, over 8232.73 utterances.], giga_tot_loss[loss=0.2963, simple_loss=0.3557, pruned_loss=0.1185, over 2475026.68 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07157, over 21955.46 utterances.], batch size: 54, lr: 1.02e-03
2022-08-21 02:07:29,612 INFO [train.py:927] (5/8) Epoch 2, batch 16450, giga_loss[loss=0.2852, simple_loss=0.3528, pruned_loss=0.1088, over 12417.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03184, over 80.00 utterances.], tot_loss[loss=0.2979, simple_loss=0.356, pruned_loss=0.1199, over 2474929.39 frames. utt_duration=475.2 frames, utt_pad_proportion=0.073, over 20896.31 utterances.], libri_tot_loss[loss=0.311, simple_loss=0.3657, pruned_loss=0.1281, over 2468021.85 frames. utt_duration=1204 frames, utt_pad_proportion=0.06906, over 8208.38 utterances.], giga_tot_loss[loss=0.2972, simple_loss=0.3559, pruned_loss=0.1193, over 2475222.54 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07274, over 22209.86 utterances.], batch size: 80, lr: 1.02e-03
2022-08-21 02:09:16,326 INFO [train.py:927] (5/8) Epoch 2, batch 16500, giga_loss[loss=0.2814, simple_loss=0.3598, pruned_loss=0.1015, over 12368.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03112, over 62.00 utterances.], tot_loss[loss=0.303, simple_loss=0.3617, pruned_loss=0.1221, over 2475522.53 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07236, over 21143.47 utterances.], libri_tot_loss[loss=0.3138, simple_loss=0.3699, pruned_loss=0.1288, over 2468295.63 frames. utt_duration=1207 frames, utt_pad_proportion=0.06791, over 8191.27 utterances.], giga_tot_loss[loss=0.2997, simple_loss=0.3578, pruned_loss=0.1208, over 2475660.87 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0726, over 22497.82 utterances.], batch size: 62, lr: 1.02e-03
2022-08-21 02:11:02,254 INFO [train.py:927] (5/8) Epoch 2, batch 16550, giga_loss[loss=0.2678, simple_loss=0.3339, pruned_loss=0.1009, over 12475.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02912, over 55.00 utterances.], tot_loss[loss=0.3033, simple_loss=0.3607, pruned_loss=0.123, over 2475220.49 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07796, over 21552.59 utterances.], libri_tot_loss[loss=0.3127, simple_loss=0.3688, pruned_loss=0.1283, over 2468174.48 frames. utt_duration=1211 frames, utt_pad_proportion=0.06748, over 8164.15 utterances.], giga_tot_loss[loss=0.3014, simple_loss=0.3583, pruned_loss=0.1222, over 2475608.35 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07806, over 23013.27 utterances.], batch size: 55, lr: 1.02e-03
2022-08-21 02:12:47,198 INFO [train.py:927] (5/8) Epoch 2, batch 16600, giga_loss[loss=0.2981, simple_loss=0.3629, pruned_loss=0.1166, over 12369.00 frames. utt_duration=620.1 frames, utt_pad_proportion=0.03554, over 80.00 utterances.], tot_loss[loss=0.3019, simple_loss=0.3593, pruned_loss=0.1222, over 2475061.18 frames. utt_duration=458.1 frames, utt_pad_proportion=0.0803, over 21679.18 utterances.], libri_tot_loss[loss=0.3124, simple_loss=0.3685, pruned_loss=0.1282, over 2468070.75 frames. utt_duration=1208 frames, utt_pad_proportion=0.06731, over 8180.74 utterances.], giga_tot_loss[loss=0.3004, simple_loss=0.3575, pruned_loss=0.1217, over 2475589.84 frames. utt_duration=430.6 frames, utt_pad_proportion=0.0804, over 23073.22 utterances.], batch size: 80, lr: 1.01e-03
2022-08-21 02:14:34,513 INFO [train.py:927] (5/8) Epoch 2, batch 16650, giga_loss[loss=0.3248, simple_loss=0.3791, pruned_loss=0.1352, over 12432.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03093, over 80.00 utterances.], tot_loss[loss=0.3014, simple_loss=0.3595, pruned_loss=0.1217, over 2475296.98 frames. utt_duration=462 frames, utt_pad_proportion=0.07749, over 21499.03 utterances.], libri_tot_loss[loss=0.3122, simple_loss=0.3682, pruned_loss=0.1281, over 2468193.90 frames. utt_duration=1211 frames, utt_pad_proportion=0.06583, over 8159.52 utterances.], giga_tot_loss[loss=0.3002, simple_loss=0.3581, pruned_loss=0.1212, over 2475791.33 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07834, over 23011.20 utterances.], batch size: 80, lr: 1.01e-03
2022-08-21 02:16:16,326 INFO [train.py:927] (5/8) Epoch 2, batch 16700, libri_loss[loss=0.2974, simple_loss=0.3624, pruned_loss=0.1162, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01255, over 40.00 utterances.], tot_loss[loss=0.3015, simple_loss=0.3589, pruned_loss=0.122, over 2475330.36 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07464, over 20454.26 utterances.], libri_tot_loss[loss=0.3107, simple_loss=0.3666, pruned_loss=0.1274, over 2468042.54 frames. utt_duration=1220 frames, utt_pad_proportion=0.06443, over 8104.99 utterances.], giga_tot_loss[loss=0.3016, simple_loss=0.3589, pruned_loss=0.1221, over 2476122.81 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07616, over 22212.98 utterances.], batch size: 40, lr: 1.01e-03
2022-08-21 02:18:00,485 INFO [train.py:927] (5/8) Epoch 2, batch 16750, giga_loss[loss=0.3226, simple_loss=0.3804, pruned_loss=0.1324, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04334, over 146.00 utterances.], tot_loss[loss=0.3008, simple_loss=0.3592, pruned_loss=0.1212, over 2475230.08 frames. utt_duration=503.5 frames, utt_pad_proportion=0.0695, over 19722.70 utterances.], libri_tot_loss[loss=0.31, simple_loss=0.3659, pruned_loss=0.127, over 2467837.92 frames. utt_duration=1212 frames, utt_pad_proportion=0.0673, over 8152.86 utterances.], giga_tot_loss[loss=0.3011, simple_loss=0.3596, pruned_loss=0.1213, over 2476374.10 frames. utt_duration=459 frames, utt_pad_proportion=0.07014, over 21649.98 utterances.], batch size: 146, lr: 1.01e-03
2022-08-21 02:19:44,466 INFO [train.py:927] (5/8) Epoch 2, batch 16800, giga_loss[loss=0.2773, simple_loss=0.3513, pruned_loss=0.1016, over 12368.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02845, over 70.00 utterances.], tot_loss[loss=0.2994, simple_loss=0.3586, pruned_loss=0.1201, over 2475637.48 frames. utt_duration=509.5 frames, utt_pad_proportion=0.07037, over 19491.41 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3657, pruned_loss=0.1268, over 2467877.64 frames. utt_duration=1199 frames, utt_pad_proportion=0.07066, over 8241.74 utterances.], giga_tot_loss[loss=0.2996, simple_loss=0.3589, pruned_loss=0.1202, over 2476753.34 frames. utt_duration=465.7 frames, utt_pad_proportion=0.06976, over 21338.91 utterances.], batch size: 70, lr: 1.01e-03
2022-08-21 02:21:26,348 INFO [train.py:927] (5/8) Epoch 2, batch 16850, giga_loss[loss=0.3101, simple_loss=0.3712, pruned_loss=0.1246, over 12399.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0443, over 146.00 utterances.], tot_loss[loss=0.2969, simple_loss=0.3565, pruned_loss=0.1186, over 2475338.70 frames. utt_duration=509 frames, utt_pad_proportion=0.06774, over 19508.31 utterances.], libri_tot_loss[loss=0.3087, simple_loss=0.3648, pruned_loss=0.1263, over 2467472.95 frames. utt_duration=1205 frames, utt_pad_proportion=0.06943, over 8201.11 utterances.], giga_tot_loss[loss=0.2977, simple_loss=0.3574, pruned_loss=0.1191, over 2476735.24 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06787, over 21254.80 utterances.], batch size: 146, lr: 1.01e-03
2022-08-21 02:23:11,169 INFO [train.py:927] (5/8) Epoch 2, batch 16900, giga_loss[loss=0.2969, simple_loss=0.364, pruned_loss=0.1149, over 12431.00 frames. utt_duration=905.5 frames, utt_pad_proportion=0.03052, over 55.00 utterances.], tot_loss[loss=0.2994, simple_loss=0.3593, pruned_loss=0.1197, over 2474497.12 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06934, over 19133.50 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.3669, pruned_loss=0.1272, over 2467524.79 frames. utt_duration=1195 frames, utt_pad_proportion=0.07256, over 8270.77 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3579, pruned_loss=0.119, over 2475720.90 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06815, over 20711.55 utterances.], batch size: 55, lr: 1.01e-03
2022-08-21 02:24:57,394 INFO [train.py:927] (5/8) Epoch 2, batch 16950, libri_loss[loss=0.3192, simple_loss=0.3648, pruned_loss=0.1368, over 12409.00 frames. utt_duration=765 frames, utt_pad_proportion=0.1216, over 65.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.3586, pruned_loss=0.1204, over 2472849.86 frames. utt_duration=518.5 frames, utt_pad_proportion=0.072, over 19132.50 utterances.], libri_tot_loss[loss=0.3092, simple_loss=0.3656, pruned_loss=0.1264, over 2466889.39 frames. utt_duration=1200 frames, utt_pad_proportion=0.07126, over 8231.34 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3583, pruned_loss=0.1203, over 2474651.69 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07125, over 20843.85 utterances.], batch size: 65, lr: 1.01e-03
2022-08-21 02:26:42,502 INFO [train.py:927] (5/8) Epoch 2, batch 17000, giga_loss[loss=0.3496, simple_loss=0.3763, pruned_loss=0.1614, over 12348.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2089, over 371.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.3586, pruned_loss=0.1208, over 2473346.95 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07914, over 19756.78 utterances.], libri_tot_loss[loss=0.3082, simple_loss=0.3647, pruned_loss=0.1258, over 2466976.42 frames. utt_duration=1203 frames, utt_pad_proportion=0.07019, over 8209.85 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.359, pruned_loss=0.1211, over 2474844.89 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07839, over 21373.86 utterances.], batch size: 371, lr: 1.01e-03
2022-08-21 02:28:25,392 INFO [train.py:927] (5/8) Epoch 2, batch 17050, giga_loss[loss=0.2701, simple_loss=0.3426, pruned_loss=0.09881, over 12420.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02297, over 48.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.358, pruned_loss=0.1206, over 2474101.72 frames. utt_duration=499.5 frames, utt_pad_proportion=0.08082, over 19870.45 utterances.], libri_tot_loss[loss=0.3077, simple_loss=0.3642, pruned_loss=0.1256, over 2467147.76 frames. utt_duration=1202 frames, utt_pad_proportion=0.06957, over 8218.34 utterances.], giga_tot_loss[loss=0.3003, simple_loss=0.3587, pruned_loss=0.121, over 2475341.99 frames. utt_duration=462.5 frames, utt_pad_proportion=0.08046, over 21478.33 utterances.], batch size: 48, lr: 1.01e-03
2022-08-21 02:30:08,812 INFO [train.py:927] (5/8) Epoch 2, batch 17100, giga_loss[loss=0.2626, simple_loss=0.333, pruned_loss=0.09605, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02862, over 45.00 utterances.], tot_loss[loss=0.2993, simple_loss=0.3581, pruned_loss=0.1202, over 2473901.15 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07778, over 19709.48 utterances.], libri_tot_loss[loss=0.308, simple_loss=0.3643, pruned_loss=0.1258, over 2467332.34 frames. utt_duration=1197 frames, utt_pad_proportion=0.07219, over 8257.80 utterances.], giga_tot_loss[loss=0.2993, simple_loss=0.3583, pruned_loss=0.1201, over 2474924.40 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07692, over 21342.26 utterances.], batch size: 45, lr: 1.01e-03
2022-08-21 02:31:50,952 INFO [train.py:927] (5/8) Epoch 2, batch 17150, libri_loss[loss=0.3233, simple_loss=0.371, pruned_loss=0.1378, over 12384.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.1405, over 66.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.3584, pruned_loss=0.1204, over 2474625.10 frames. utt_duration=474 frames, utt_pad_proportion=0.08279, over 20948.55 utterances.], libri_tot_loss[loss=0.3081, simple_loss=0.3645, pruned_loss=0.1259, over 2467514.41 frames. utt_duration=1192 frames, utt_pad_proportion=0.0723, over 8293.25 utterances.], giga_tot_loss[loss=0.2994, simple_loss=0.3583, pruned_loss=0.1202, over 2475434.19 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08184, over 22485.58 utterances.], batch size: 66, lr: 1.01e-03
2022-08-21 02:33:36,398 INFO [train.py:927] (5/8) Epoch 2, batch 17200, giga_loss[loss=0.2271, simple_loss=0.3047, pruned_loss=0.07471, over 12078.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03951, over 30.00 utterances.], tot_loss[loss=0.2965, simple_loss=0.3554, pruned_loss=0.1187, over 2474821.97 frames. utt_duration=479.4 frames, utt_pad_proportion=0.0802, over 20713.84 utterances.], libri_tot_loss[loss=0.3077, simple_loss=0.3641, pruned_loss=0.1256, over 2467468.08 frames. utt_duration=1192 frames, utt_pad_proportion=0.07232, over 8293.68 utterances.], giga_tot_loss[loss=0.2965, simple_loss=0.3556, pruned_loss=0.1187, over 2475587.96 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07964, over 22089.65 utterances.], batch size: 30, lr: 1.01e-03
2022-08-21 02:35:21,217 INFO [train.py:927] (5/8) Epoch 2, batch 17250, giga_loss[loss=0.2843, simple_loss=0.344, pruned_loss=0.1123, over 12456.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02852, over 55.00 utterances.], tot_loss[loss=0.2957, simple_loss=0.3541, pruned_loss=0.1187, over 2475418.61 frames. utt_duration=479.1 frames, utt_pad_proportion=0.08045, over 20731.25 utterances.], libri_tot_loss[loss=0.3079, simple_loss=0.3642, pruned_loss=0.1258, over 2467790.36 frames. utt_duration=1186 frames, utt_pad_proportion=0.07481, over 8331.56 utterances.], giga_tot_loss[loss=0.2952, simple_loss=0.3539, pruned_loss=0.1183, over 2475932.55 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07918, over 22119.77 utterances.], batch size: 55, lr: 1.01e-03
2022-08-21 02:37:08,006 INFO [train.py:927] (5/8) Epoch 2, batch 17300, giga_loss[loss=0.2677, simple_loss=0.3289, pruned_loss=0.1032, over 12210.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03271, over 42.00 utterances.], tot_loss[loss=0.2939, simple_loss=0.3526, pruned_loss=0.1177, over 2475021.73 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07853, over 21000.81 utterances.], libri_tot_loss[loss=0.3074, simple_loss=0.3637, pruned_loss=0.1255, over 2467602.18 frames. utt_duration=1193 frames, utt_pad_proportion=0.07352, over 8285.83 utterances.], giga_tot_loss[loss=0.2937, simple_loss=0.3525, pruned_loss=0.1174, over 2475774.63 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07812, over 22432.32 utterances.], batch size: 42, lr: 1.01e-03
2022-08-21 02:38:52,723 INFO [train.py:927] (5/8) Epoch 2, batch 17350, giga_loss[loss=0.231, simple_loss=0.3122, pruned_loss=0.07488, over 12389.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02522, over 66.00 utterances.], tot_loss[loss=0.289, simple_loss=0.35, pruned_loss=0.114, over 2475308.49 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07953, over 22286.00 utterances.], libri_tot_loss[loss=0.3057, simple_loss=0.3623, pruned_loss=0.1245, over 2467497.63 frames. utt_duration=1200 frames, utt_pad_proportion=0.07207, over 8232.02 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.3509, pruned_loss=0.1145, over 2476190.09 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07964, over 23813.88 utterances.], batch size: 66, lr: 1.01e-03
2022-08-21 02:40:44,378 INFO [train.py:927] (5/8) Epoch 2, batch 17400, giga_loss[loss=0.2335, simple_loss=0.3176, pruned_loss=0.07472, over 12371.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.03126, over 51.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3468, pruned_loss=0.1099, over 2475427.41 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07808, over 23047.60 utterances.], libri_tot_loss[loss=0.3057, simple_loss=0.3625, pruned_loss=0.1245, over 2467419.15 frames. utt_duration=1203 frames, utt_pad_proportion=0.07124, over 8216.65 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3472, pruned_loss=0.1101, over 2476293.70 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07851, over 24465.28 utterances.], batch size: 51, lr: 1.01e-03
2022-08-21 02:42:26,459 INFO [train.py:927] (5/8) Epoch 2, batch 17450, giga_loss[loss=0.2416, simple_loss=0.327, pruned_loss=0.07811, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03708, over 113.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3437, pruned_loss=0.1045, over 2474978.62 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07144, over 22636.78 utterances.], libri_tot_loss[loss=0.3054, simple_loss=0.3624, pruned_loss=0.1242, over 2466990.87 frames. utt_duration=1208 frames, utt_pad_proportion=0.07072, over 8179.59 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3439, pruned_loss=0.1047, over 2476145.39 frames. utt_duration=414.4 frames, utt_pad_proportion=0.0723, over 23983.24 utterances.], batch size: 113, lr: 1.00e-03
2022-08-21 02:44:09,172 INFO [train.py:927] (5/8) Epoch 2, batch 17500, giga_loss[loss=0.2566, simple_loss=0.3305, pruned_loss=0.09136, over 12440.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03205, over 80.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3432, pruned_loss=0.1031, over 2475494.28 frames. utt_duration=435.7 frames, utt_pad_proportion=0.06836, over 22799.54 utterances.], libri_tot_loss[loss=0.3055, simple_loss=0.3625, pruned_loss=0.1242, over 2467105.31 frames. utt_duration=1206 frames, utt_pad_proportion=0.07041, over 8192.04 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3429, pruned_loss=0.1029, over 2476454.13 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06927, over 24097.53 utterances.], batch size: 80, lr: 1.00e-03
2022-08-21 02:45:51,753 INFO [train.py:927] (5/8) Epoch 2, batch 17550, giga_loss[loss=0.2799, simple_loss=0.3303, pruned_loss=0.1148, over 12326.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1924, over 363.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.34, pruned_loss=0.1006, over 2475859.60 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07024, over 23932.19 utterances.], libri_tot_loss[loss=0.3054, simple_loss=0.3622, pruned_loss=0.1242, over 2467051.37 frames. utt_duration=1208 frames, utt_pad_proportion=0.06964, over 8178.20 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3397, pruned_loss=0.1002, over 2476802.99 frames. utt_duration=394.9 frames, utt_pad_proportion=0.07105, over 25183.40 utterances.], batch size: 363, lr: 1.00e-03
2022-08-21 02:47:34,175 INFO [train.py:927] (5/8) Epoch 2, batch 17600, giga_loss[loss=0.2648, simple_loss=0.3354, pruned_loss=0.0971, over 12378.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05272, over 161.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3384, pruned_loss=0.0989, over 2476147.35 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06852, over 24310.49 utterances.], libri_tot_loss[loss=0.3054, simple_loss=0.3622, pruned_loss=0.1243, over 2467306.18 frames. utt_duration=1208 frames, utt_pad_proportion=0.06943, over 8177.36 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3381, pruned_loss=0.09831, over 2476743.09 frames. utt_duration=390.9 frames, utt_pad_proportion=0.0693, over 25439.04 utterances.], batch size: 161, lr: 1.00e-03
2022-08-21 02:49:15,430 INFO [train.py:927] (5/8) Epoch 2, batch 17650, giga_loss[loss=0.2103, simple_loss=0.2971, pruned_loss=0.0617, over 12386.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02585, over 66.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3351, pruned_loss=0.09528, over 2476086.88 frames. utt_duration=420.1 frames, utt_pad_proportion=0.0667, over 23657.00 utterances.], libri_tot_loss[loss=0.3056, simple_loss=0.3624, pruned_loss=0.1243, over 2467490.99 frames. utt_duration=1210 frames, utt_pad_proportion=0.06871, over 8170.41 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3339, pruned_loss=0.094, over 2476633.52 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06758, over 24991.00 utterances.], batch size: 66, lr: 1.00e-03
2022-08-21 02:50:59,429 INFO [train.py:927] (5/8) Epoch 2, batch 17700, giga_loss[loss=0.2478, simple_loss=0.312, pruned_loss=0.09178, over 12373.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2014, over 368.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3305, pruned_loss=0.0927, over 2476226.76 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06842, over 23788.10 utterances.], libri_tot_loss[loss=0.3043, simple_loss=0.3614, pruned_loss=0.1236, over 2467330.80 frames. utt_duration=1214 frames, utt_pad_proportion=0.0673, over 8140.75 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3297, pruned_loss=0.09154, over 2477015.35 frames. utt_duration=393.5 frames, utt_pad_proportion=0.0694, over 25274.91 utterances.], batch size: 368, lr: 1.00e-03
2022-08-21 02:52:44,060 INFO [train.py:927] (5/8) Epoch 2, batch 17750, giga_loss[loss=0.2532, simple_loss=0.328, pruned_loss=0.08924, over 12372.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04608, over 146.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3291, pruned_loss=0.09214, over 2476678.13 frames. utt_duration=421.9 frames, utt_pad_proportion=0.066, over 23560.02 utterances.], libri_tot_loss[loss=0.3032, simple_loss=0.3604, pruned_loss=0.1229, over 2467310.23 frames. utt_duration=1221 frames, utt_pad_proportion=0.06582, over 8096.12 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3285, pruned_loss=0.09096, over 2477588.27 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06736, over 25218.36 utterances.], batch size: 146, lr: 1.00e-03
2022-08-21 02:54:41,111 INFO [train.py:927] (5/8) Epoch 2, batch 17800, giga_loss[loss=0.2486, simple_loss=0.3299, pruned_loss=0.08367, over 12341.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03394, over 51.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3306, pruned_loss=0.09231, over 2475957.30 frames. utt_duration=419 frames, utt_pad_proportion=0.0656, over 23715.53 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3601, pruned_loss=0.1227, over 2467143.89 frames. utt_duration=1224 frames, utt_pad_proportion=0.06437, over 8070.20 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3295, pruned_loss=0.09058, over 2477149.88 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06713, over 25581.40 utterances.], batch size: 51, lr: 1.00e-03
2022-08-21 02:56:44,378 INFO [train.py:927] (5/8) Epoch 2, batch 17850, giga_loss[loss=0.1978, simple_loss=0.2866, pruned_loss=0.05452, over 12398.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04581, over 31.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3289, pruned_loss=0.09127, over 2476246.37 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06592, over 23614.82 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3594, pruned_loss=0.1223, over 2466928.11 frames. utt_duration=1226 frames, utt_pad_proportion=0.06333, over 8059.36 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3277, pruned_loss=0.08931, over 2477664.04 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06745, over 25620.77 utterances.], batch size: 31, lr: 1.00e-03
2022-08-21 02:58:40,527 INFO [train.py:927] (5/8) Epoch 2, batch 17900, giga_loss[loss=0.2202, simple_loss=0.2997, pruned_loss=0.07037, over 12351.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03077, over 85.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3276, pruned_loss=0.09016, over 2476775.03 frames. utt_duration=411 frames, utt_pad_proportion=0.06716, over 24184.12 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.359, pruned_loss=0.1221, over 2467075.46 frames. utt_duration=1233 frames, utt_pad_proportion=0.06151, over 8013.83 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3259, pruned_loss=0.08767, over 2478141.08 frames. utt_duration=377.1 frames, utt_pad_proportion=0.06875, over 26378.26 utterances.], batch size: 85, lr: 1.00e-03
2022-08-21 03:00:47,214 INFO [train.py:927] (5/8) Epoch 2, batch 17950, giga_loss[loss=0.2327, simple_loss=0.3053, pruned_loss=0.07998, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02622, over 45.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.324, pruned_loss=0.08822, over 2476573.74 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06493, over 23369.65 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3579, pruned_loss=0.1214, over 2466957.14 frames. utt_duration=1239 frames, utt_pad_proportion=0.05999, over 7974.13 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3226, pruned_loss=0.08586, over 2478094.60 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06689, over 25666.14 utterances.], batch size: 45, lr: 9.99e-04
2022-08-21 03:02:39,101 INFO [train.py:927] (5/8) Epoch 2, batch 18000, giga_loss[loss=0.2578, simple_loss=0.3392, pruned_loss=0.08818, over 12423.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05034, over 161.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3228, pruned_loss=0.08699, over 2476930.64 frames. utt_duration=428 frames, utt_pad_proportion=0.06252, over 23220.10 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3576, pruned_loss=0.1211, over 2466600.87 frames. utt_duration=1239 frames, utt_pad_proportion=0.05947, over 7972.55 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3214, pruned_loss=0.08478, over 2478615.22 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06444, over 25301.34 utterances.], batch size: 161, lr: 9.99e-04
2022-08-21 03:02:39,102 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 03:02:53,874 INFO [train.py:967] (5/8) 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 03:04:58,774 INFO [train.py:927] (5/8) Epoch 2, batch 18050, giga_loss[loss=0.2394, simple_loss=0.3163, pruned_loss=0.08123, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03751, over 113.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3256, pruned_loss=0.0886, over 2477084.37 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06775, over 23763.86 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.358, pruned_loss=0.1216, over 2466406.83 frames. utt_duration=1220 frames, utt_pad_proportion=0.06715, over 8094.80 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3232, pruned_loss=0.08548, over 2478895.23 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06676, over 25750.21 utterances.], batch size: 113, lr: 9.98e-04
2022-08-21 03:07:06,755 INFO [train.py:927] (5/8) Epoch 2, batch 18100, giga_loss[loss=0.2861, simple_loss=0.3456, pruned_loss=0.1133, over 12429.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06867, over 212.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3244, pruned_loss=0.088, over 2477097.35 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06609, over 24279.33 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3575, pruned_loss=0.1213, over 2466444.32 frames. utt_duration=1224 frames, utt_pad_proportion=0.0664, over 8072.49 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3225, pruned_loss=0.08531, over 2478628.41 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06562, over 26079.31 utterances.], batch size: 212, lr: 9.98e-04
2022-08-21 03:09:10,422 INFO [train.py:927] (5/8) Epoch 2, batch 18150, giga_loss[loss=0.243, simple_loss=0.3335, pruned_loss=0.07628, over 12458.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3255, pruned_loss=0.08607, over 2478389.46 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06564, over 24969.59 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3575, pruned_loss=0.1213, over 2466444.32 frames. utt_duration=1224 frames, utt_pad_proportion=0.0664, over 8072.49 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.324, pruned_loss=0.08399, over 2479581.11 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06531, over 26370.54 utterances.], batch size: 75, lr: 9.97e-04
2022-08-21 03:11:18,520 INFO [train.py:927] (5/8) Epoch 2, batch 18200, giga_loss[loss=0.2464, simple_loss=0.3334, pruned_loss=0.0797, over 12395.00 frames. utt_duration=473.1 frames, utt_pad_proportion=0.03452, over 105.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3251, pruned_loss=0.085, over 2478337.70 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06694, over 25375.15 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.357, pruned_loss=0.1212, over 2466536.63 frames. utt_duration=1228 frames, utt_pad_proportion=0.06574, over 8042.55 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.324, pruned_loss=0.08307, over 2479348.48 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06678, over 26715.09 utterances.], batch size: 105, lr: 9.96e-04
2022-08-21 03:13:21,370 INFO [train.py:927] (5/8) Epoch 2, batch 18250, giga_loss[loss=0.2584, simple_loss=0.3106, pruned_loss=0.1031, over 12388.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1647, over 352.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3254, pruned_loss=0.08559, over 2477885.55 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06485, over 24323.42 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3572, pruned_loss=0.1213, over 2466585.51 frames. utt_duration=1231 frames, utt_pad_proportion=0.06481, over 8027.65 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3235, pruned_loss=0.0831, over 2478893.49 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06506, over 25779.12 utterances.], batch size: 352, lr: 9.96e-04
2022-08-21 03:15:50,446 INFO [train.py:927] (5/8) Epoch 2, batch 18300, giga_loss[loss=0.2209, simple_loss=0.3076, pruned_loss=0.06709, over 12413.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3273, pruned_loss=0.08673, over 2478322.27 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06416, over 24124.28 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3581, pruned_loss=0.1213, over 2466499.74 frames. utt_duration=1235 frames, utt_pad_proportion=0.06346, over 7999.95 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3242, pruned_loss=0.08387, over 2479531.64 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06474, over 25758.74 utterances.], batch size: 133, lr: 9.95e-04
2022-08-21 03:18:00,101 INFO [train.py:927] (5/8) Epoch 2, batch 18350, giga_loss[loss=0.2162, simple_loss=0.2983, pruned_loss=0.06699, over 12268.00 frames. utt_duration=963.4 frames, utt_pad_proportion=0.03665, over 51.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3238, pruned_loss=0.08462, over 2478046.53 frames. utt_duration=427.9 frames, utt_pad_proportion=0.06165, over 23230.76 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3576, pruned_loss=0.1211, over 2466337.29 frames. utt_duration=1228 frames, utt_pad_proportion=0.06632, over 8045.48 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3211, pruned_loss=0.08168, over 2479461.56 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06138, over 24851.69 utterances.], batch size: 51, lr: 9.95e-04
2022-08-21 03:20:03,570 INFO [train.py:927] (5/8) Epoch 2, batch 18400, giga_loss[loss=0.2561, simple_loss=0.3394, pruned_loss=0.08636, over 12357.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.03786, over 113.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3229, pruned_loss=0.08462, over 2478023.16 frames. utt_duration=424.5 frames, utt_pad_proportion=0.06263, over 23414.85 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3573, pruned_loss=0.1211, over 2466333.82 frames. utt_duration=1231 frames, utt_pad_proportion=0.06535, over 8020.69 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3204, pruned_loss=0.08165, over 2479368.74 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06261, over 24988.94 utterances.], batch size: 113, lr: 9.94e-04
2022-08-21 03:22:03,286 INFO [train.py:927] (5/8) Epoch 2, batch 18450, giga_loss[loss=0.2089, simple_loss=0.2867, pruned_loss=0.06558, over 12347.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02771, over 66.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3222, pruned_loss=0.08477, over 2477838.40 frames. utt_duration=432.5 frames, utt_pad_proportion=0.05948, over 22978.42 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.356, pruned_loss=0.1203, over 2466365.32 frames. utt_duration=1238 frames, utt_pad_proportion=0.06369, over 7978.65 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3204, pruned_loss=0.08197, over 2479265.79 frames. utt_duration=401.8 frames, utt_pad_proportion=0.0601, over 24753.81 utterances.], batch size: 66, lr: 9.94e-04
2022-08-21 03:24:08,709 INFO [train.py:927] (5/8) Epoch 2, batch 18500, giga_loss[loss=0.2424, simple_loss=0.3294, pruned_loss=0.07771, over 12352.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.03796, over 113.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3229, pruned_loss=0.08597, over 2478023.63 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06265, over 23619.35 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3561, pruned_loss=0.1201, over 2466292.34 frames. utt_duration=1238 frames, utt_pad_proportion=0.0626, over 7977.23 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3206, pruned_loss=0.08315, over 2479481.57 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06323, over 25369.42 utterances.], batch size: 113, lr: 9.93e-04
2022-08-21 03:26:20,985 INFO [train.py:927] (5/8) Epoch 2, batch 18550, giga_loss[loss=0.2517, simple_loss=0.3317, pruned_loss=0.0858, over 12445.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03424, over 105.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3248, pruned_loss=0.08698, over 2478381.47 frames. utt_duration=407.2 frames, utt_pad_proportion=0.065, over 24417.93 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3559, pruned_loss=0.1199, over 2466235.33 frames. utt_duration=1236 frames, utt_pad_proportion=0.06254, over 7992.53 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3227, pruned_loss=0.08432, over 2479790.04 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06531, over 26061.83 utterances.], batch size: 105, lr: 9.93e-04
2022-08-21 03:28:36,696 INFO [train.py:927] (5/8) Epoch 2, batch 18600, giga_loss[loss=0.2448, simple_loss=0.3167, pruned_loss=0.08645, over 12407.00 frames. utt_duration=801.7 frames, utt_pad_proportion=0.02829, over 62.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3232, pruned_loss=0.08729, over 2478407.65 frames. utt_duration=388.6 frames, utt_pad_proportion=0.07183, over 25589.38 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.356, pruned_loss=0.1201, over 2466432.37 frames. utt_duration=1233 frames, utt_pad_proportion=0.06235, over 8009.41 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3208, pruned_loss=0.08445, over 2479568.27 frames. utt_duration=366 frames, utt_pad_proportion=0.07179, over 27182.86 utterances.], batch size: 62, lr: 9.92e-04
2022-08-21 03:30:34,198 INFO [train.py:927] (5/8) Epoch 2, batch 18650, giga_loss[loss=0.2051, simple_loss=0.2845, pruned_loss=0.06281, over 12344.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.01929, over 45.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3192, pruned_loss=0.08579, over 2478120.99 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07091, over 24948.25 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3561, pruned_loss=0.1202, over 2466668.29 frames. utt_duration=1233 frames, utt_pad_proportion=0.06141, over 8014.82 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3158, pruned_loss=0.08211, over 2479315.37 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07128, over 26935.84 utterances.], batch size: 45, lr: 9.92e-04
2022-08-21 03:32:31,585 INFO [train.py:927] (5/8) Epoch 2, batch 18700, giga_loss[loss=0.2251, simple_loss=0.3096, pruned_loss=0.07035, over 12409.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03289, over 80.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.319, pruned_loss=0.08522, over 2478086.00 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07056, over 25100.50 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3562, pruned_loss=0.12, over 2466427.37 frames. utt_duration=1235 frames, utt_pad_proportion=0.06077, over 7996.75 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3157, pruned_loss=0.08197, over 2479376.65 frames. utt_duration=369.7 frames, utt_pad_proportion=0.07108, over 26913.07 utterances.], batch size: 80, lr: 9.91e-04
2022-08-21 03:34:36,946 INFO [train.py:927] (5/8) Epoch 2, batch 18750, giga_loss[loss=0.2146, simple_loss=0.2879, pruned_loss=0.07069, over 12395.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.0976, over 256.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.317, pruned_loss=0.08363, over 2477993.54 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07376, over 25055.36 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3566, pruned_loss=0.1204, over 2466596.02 frames. utt_duration=1214 frames, utt_pad_proportion=0.06801, over 8139.33 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3134, pruned_loss=0.08007, over 2479083.21 frames. utt_duration=373 frames, utt_pad_proportion=0.07217, over 26673.57 utterances.], batch size: 256, lr: 9.91e-04
2022-08-21 03:36:56,208 INFO [train.py:927] (5/8) Epoch 2, batch 18800, giga_loss[loss=0.2211, simple_loss=0.309, pruned_loss=0.06663, over 12434.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03033, over 75.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3155, pruned_loss=0.08263, over 2477707.23 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07165, over 24511.17 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3565, pruned_loss=0.1206, over 2466900.24 frames. utt_duration=1212 frames, utt_pad_proportion=0.06798, over 8153.13 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3121, pruned_loss=0.07912, over 2478436.02 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07051, over 26017.09 utterances.], batch size: 75, lr: 9.90e-04
2022-08-21 03:38:55,437 INFO [train.py:927] (5/8) Epoch 2, batch 18850, giga_loss[loss=0.2282, simple_loss=0.3061, pruned_loss=0.07517, over 12366.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03139, over 85.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3166, pruned_loss=0.08397, over 2477547.99 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07225, over 24610.94 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3566, pruned_loss=0.1207, over 2466664.04 frames. utt_duration=1211 frames, utt_pad_proportion=0.06709, over 8156.94 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3126, pruned_loss=0.07986, over 2478667.95 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07159, over 26319.92 utterances.], batch size: 85, lr: 9.89e-04
2022-08-21 03:40:51,829 INFO [train.py:927] (5/8) Epoch 2, batch 18900, giga_loss[loss=0.2472, simple_loss=0.3257, pruned_loss=0.08431, over 12460.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03459, over 98.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3163, pruned_loss=0.0831, over 2477756.47 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07041, over 24859.05 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3569, pruned_loss=0.1209, over 2466704.52 frames. utt_duration=1202 frames, utt_pad_proportion=0.07022, over 8220.85 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3124, pruned_loss=0.07929, over 2478745.90 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06924, over 26368.62 utterances.], batch size: 98, lr: 9.89e-04
2022-08-21 03:42:53,351 INFO [train.py:927] (5/8) Epoch 2, batch 18950, giga_loss[loss=0.2383, simple_loss=0.326, pruned_loss=0.07529, over 12433.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03488, over 105.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3184, pruned_loss=0.08292, over 2477922.85 frames. utt_duration=387 frames, utt_pad_proportion=0.07267, over 25691.98 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3571, pruned_loss=0.1209, over 2466723.00 frames. utt_duration=1198 frames, utt_pad_proportion=0.07073, over 8244.74 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3149, pruned_loss=0.07972, over 2478729.07 frames. utt_duration=369.4 frames, utt_pad_proportion=0.07154, over 26925.00 utterances.], batch size: 105, lr: 9.88e-04
2022-08-21 03:44:49,069 INFO [train.py:927] (5/8) Epoch 2, batch 19000, giga_loss[loss=0.233, simple_loss=0.3162, pruned_loss=0.07485, over 12424.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03554, over 105.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3225, pruned_loss=0.08475, over 2477919.92 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07252, over 25480.53 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3598, pruned_loss=0.122, over 2466761.76 frames. utt_duration=1189 frames, utt_pad_proportion=0.07338, over 8308.98 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3162, pruned_loss=0.08005, over 2478905.16 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07098, over 26969.79 utterances.], batch size: 105, lr: 9.88e-04
2022-08-21 03:46:49,261 INFO [train.py:927] (5/8) Epoch 2, batch 19050, giga_loss[loss=0.2674, simple_loss=0.3386, pruned_loss=0.09814, over 12393.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04126, over 133.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3206, pruned_loss=0.08364, over 2477499.30 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07082, over 25386.59 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3599, pruned_loss=0.1219, over 2466627.19 frames. utt_duration=1191 frames, utt_pad_proportion=0.07202, over 8295.02 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3144, pruned_loss=0.07888, over 2478758.77 frames. utt_duration=366.7 frames, utt_pad_proportion=0.07009, over 27129.43 utterances.], batch size: 133, lr: 9.87e-04
2022-08-21 03:48:48,042 INFO [train.py:927] (5/8) Epoch 2, batch 19100, giga_loss[loss=0.1921, simple_loss=0.2746, pruned_loss=0.05478, over 12442.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06133, over 183.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3181, pruned_loss=0.08304, over 2476464.58 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07457, over 25207.89 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3589, pruned_loss=0.1212, over 2466410.93 frames. utt_duration=1186 frames, utt_pad_proportion=0.07427, over 8329.60 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3123, pruned_loss=0.07825, over 2478122.75 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07295, over 27268.63 utterances.], batch size: 183, lr: 9.87e-04
2022-08-21 03:50:54,842 INFO [train.py:927] (5/8) Epoch 2, batch 19150, libri_loss[loss=0.2966, simple_loss=0.3512, pruned_loss=0.121, over 12433.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02216, over 43.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3194, pruned_loss=0.08366, over 2476976.83 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07298, over 24708.04 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.359, pruned_loss=0.1213, over 2466671.28 frames. utt_duration=1184 frames, utt_pad_proportion=0.07383, over 8341.06 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3138, pruned_loss=0.07886, over 2478311.60 frames. utt_duration=372.1 frames, utt_pad_proportion=0.07191, over 26729.90 utterances.], batch size: 43, lr: 9.86e-04
2022-08-21 03:52:52,867 INFO [train.py:927] (5/8) Epoch 2, batch 19200, giga_loss[loss=0.2485, simple_loss=0.3295, pruned_loss=0.08381, over 12402.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03185, over 80.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3208, pruned_loss=0.08475, over 2476821.81 frames. utt_duration=404.3 frames, utt_pad_proportion=0.07294, over 24581.19 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3586, pruned_loss=0.1212, over 2466715.27 frames. utt_duration=1190 frames, utt_pad_proportion=0.07252, over 8304.77 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3157, pruned_loss=0.08017, over 2478064.81 frames. utt_duration=374 frames, utt_pad_proportion=0.07243, over 26589.46 utterances.], batch size: 80, lr: 9.86e-04
2022-08-21 03:54:52,823 INFO [train.py:927] (5/8) Epoch 2, batch 19250, giga_loss[loss=0.2458, simple_loss=0.3017, pruned_loss=0.09493, over 12367.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1757, over 356.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3247, pruned_loss=0.08625, over 2477146.73 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07396, over 24843.80 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.36, pruned_loss=0.1213, over 2466805.08 frames. utt_duration=1196 frames, utt_pad_proportion=0.07092, over 8260.18 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3186, pruned_loss=0.08152, over 2478365.44 frames. utt_duration=369 frames, utt_pad_proportion=0.07392, over 26957.26 utterances.], batch size: 356, lr: 9.85e-04
2022-08-21 03:57:12,943 INFO [train.py:927] (5/8) Epoch 2, batch 19300, giga_loss[loss=0.2425, simple_loss=0.3134, pruned_loss=0.08581, over 12455.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.03218, over 114.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3213, pruned_loss=0.08423, over 2477602.61 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07502, over 25158.98 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.36, pruned_loss=0.1213, over 2466805.08 frames. utt_duration=1196 frames, utt_pad_proportion=0.07092, over 8260.18 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3165, pruned_loss=0.08055, over 2478551.14 frames. utt_duration=371.1 frames, utt_pad_proportion=0.07492, over 26803.91 utterances.], batch size: 114, lr: 9.85e-04
2022-08-21 03:59:12,573 INFO [train.py:927] (5/8) Epoch 2, batch 19350, giga_loss[loss=0.2331, simple_loss=0.3179, pruned_loss=0.07414, over 12336.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.03115, over 66.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.321, pruned_loss=0.08466, over 2477767.80 frames. utt_duration=386.4 frames, utt_pad_proportion=0.07761, over 25730.65 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3598, pruned_loss=0.1211, over 2467243.80 frames. utt_duration=1197 frames, utt_pad_proportion=0.07024, over 8257.81 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3162, pruned_loss=0.08073, over 2478482.68 frames. utt_duration=360.1 frames, utt_pad_proportion=0.07762, over 27620.46 utterances.], batch size: 66, lr: 9.84e-04
2022-08-21 04:01:27,621 INFO [train.py:927] (5/8) Epoch 2, batch 19400, giga_loss[loss=0.2351, simple_loss=0.3211, pruned_loss=0.07451, over 12377.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03807, over 113.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3176, pruned_loss=0.08285, over 2477763.37 frames. utt_duration=390.5 frames, utt_pad_proportion=0.07697, over 25460.66 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3598, pruned_loss=0.1211, over 2467389.18 frames. utt_duration=1196 frames, utt_pad_proportion=0.06999, over 8265.25 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3134, pruned_loss=0.07941, over 2478289.72 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07711, over 27094.50 utterances.], batch size: 113, lr: 9.84e-04
2022-08-21 04:03:30,904 INFO [train.py:927] (5/8) Epoch 2, batch 19450, libri_loss[loss=0.3146, simple_loss=0.3767, pruned_loss=0.1263, over 12278.00 frames. utt_duration=757.1 frames, utt_pad_proportion=0.1387, over 65.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3176, pruned_loss=0.08194, over 2476789.51 frames. utt_duration=392.9 frames, utt_pad_proportion=0.07629, over 25296.30 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3592, pruned_loss=0.1205, over 2467086.84 frames. utt_duration=1198 frames, utt_pad_proportion=0.069, over 8244.81 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3135, pruned_loss=0.07847, over 2477811.94 frames. utt_duration=366 frames, utt_pad_proportion=0.07673, over 27166.32 utterances.], batch size: 65, lr: 9.83e-04
2022-08-21 04:05:21,719 INFO [train.py:927] (5/8) Epoch 2, batch 19500, giga_loss[loss=0.2352, simple_loss=0.3238, pruned_loss=0.07332, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03222, over 75.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3191, pruned_loss=0.08109, over 2477497.66 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07053, over 24199.11 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3584, pruned_loss=0.1199, over 2466869.97 frames. utt_duration=1202 frames, utt_pad_proportion=0.06815, over 8221.94 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3152, pruned_loss=0.07771, over 2478799.91 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07158, over 26223.90 utterances.], batch size: 75, lr: 9.83e-04
2022-08-21 04:07:31,691 INFO [train.py:927] (5/8) Epoch 2, batch 19550, giga_loss[loss=0.2131, simple_loss=0.2984, pruned_loss=0.06391, over 12374.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03857, over 113.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3185, pruned_loss=0.08064, over 2477658.59 frames. utt_duration=406 frames, utt_pad_proportion=0.07138, over 24480.65 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3577, pruned_loss=0.1194, over 2466897.44 frames. utt_duration=1207 frames, utt_pad_proportion=0.06721, over 8184.83 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3153, pruned_loss=0.07773, over 2478839.94 frames. utt_duration=377 frames, utt_pad_proportion=0.0724, over 26386.75 utterances.], batch size: 113, lr: 9.82e-04
2022-08-21 04:09:44,956 INFO [train.py:927] (5/8) Epoch 2, batch 19600, giga_loss[loss=0.2347, simple_loss=0.3157, pruned_loss=0.07687, over 12409.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04386, over 146.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.319, pruned_loss=0.08092, over 2476897.79 frames. utt_duration=403.5 frames, utt_pad_proportion=0.07277, over 24630.53 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3578, pruned_loss=0.1196, over 2466653.50 frames. utt_duration=1193 frames, utt_pad_proportion=0.07081, over 8281.40 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.315, pruned_loss=0.07703, over 2478444.51 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07255, over 26656.88 utterances.], batch size: 146, lr: 9.81e-04
2022-08-21 04:11:56,044 INFO [train.py:927] (5/8) Epoch 2, batch 19650, giga_loss[loss=0.2369, simple_loss=0.3271, pruned_loss=0.07335, over 12327.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3207, pruned_loss=0.08233, over 2476655.76 frames. utt_duration=399 frames, utt_pad_proportion=0.07245, over 24902.15 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3571, pruned_loss=0.1196, over 2466299.47 frames. utt_duration=1200 frames, utt_pad_proportion=0.06907, over 8231.26 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3169, pruned_loss=0.07801, over 2478528.65 frames. utt_duration=367.2 frames, utt_pad_proportion=0.07278, over 27083.79 utterances.], batch size: 62, lr: 9.81e-04
2022-08-21 04:14:14,542 INFO [train.py:927] (5/8) Epoch 2, batch 19700, giga_loss[loss=0.2568, simple_loss=0.3105, pruned_loss=0.1015, over 12384.00 frames. utt_duration=141.5 frames, utt_pad_proportion=0.1679, over 353.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3214, pruned_loss=0.08276, over 2476641.34 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07136, over 24728.21 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3569, pruned_loss=0.1196, over 2466301.35 frames. utt_duration=1204 frames, utt_pad_proportion=0.06811, over 8205.87 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.318, pruned_loss=0.07874, over 2478291.68 frames. utt_duration=371.5 frames, utt_pad_proportion=0.07197, over 26767.00 utterances.], batch size: 353, lr: 9.80e-04
2022-08-21 04:16:36,426 INFO [train.py:927] (5/8) Epoch 2, batch 19750, giga_loss[loss=0.2004, simple_loss=0.2974, pruned_loss=0.05175, over 12433.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03292, over 75.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3198, pruned_loss=0.08193, over 2476947.69 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07046, over 24621.69 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.357, pruned_loss=0.1199, over 2466541.73 frames. utt_duration=1201 frames, utt_pad_proportion=0.06831, over 8223.84 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3167, pruned_loss=0.07819, over 2478129.89 frames. utt_duration=377.4 frames, utt_pad_proportion=0.07095, over 26344.78 utterances.], batch size: 75, lr: 9.80e-04
2022-08-21 04:18:36,390 INFO [train.py:927] (5/8) Epoch 2, batch 19800, giga_loss[loss=0.2851, simple_loss=0.358, pruned_loss=0.1061, over 12388.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07154, over 212.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3215, pruned_loss=0.08215, over 2477335.39 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06866, over 24422.16 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3589, pruned_loss=0.1206, over 2466804.87 frames. utt_duration=1201 frames, utt_pad_proportion=0.06752, over 8227.45 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3167, pruned_loss=0.07779, over 2478229.53 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06941, over 26091.75 utterances.], batch size: 212, lr: 9.79e-04
2022-08-21 04:20:32,287 INFO [train.py:927] (5/8) Epoch 2, batch 19850, giga_loss[loss=0.2342, simple_loss=0.3182, pruned_loss=0.07506, over 12403.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02893, over 58.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3232, pruned_loss=0.08293, over 2477661.59 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06849, over 24352.32 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3583, pruned_loss=0.1203, over 2466836.42 frames. utt_duration=1207 frames, utt_pad_proportion=0.06671, over 8187.21 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3192, pruned_loss=0.07912, over 2478522.28 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06933, over 25992.55 utterances.], batch size: 58, lr: 9.79e-04
2022-08-21 04:22:26,245 INFO [train.py:927] (5/8) Epoch 2, batch 19900, giga_loss[loss=0.2705, simple_loss=0.3446, pruned_loss=0.09819, over 12468.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03454, over 86.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3221, pruned_loss=0.08339, over 2478067.17 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06668, over 24596.94 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3583, pruned_loss=0.1204, over 2467108.40 frames. utt_duration=1207 frames, utt_pad_proportion=0.06624, over 8189.30 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3186, pruned_loss=0.0798, over 2478652.03 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06759, over 26118.22 utterances.], batch size: 86, lr: 9.78e-04
2022-08-21 04:24:18,435 INFO [train.py:927] (5/8) Epoch 2, batch 19950, libri_loss[loss=0.2723, simple_loss=0.3358, pruned_loss=0.1044, over 12396.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006824, over 31.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3264, pruned_loss=0.08726, over 2477866.38 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06547, over 24035.27 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3574, pruned_loss=0.1199, over 2467012.14 frames. utt_duration=1213 frames, utt_pad_proportion=0.06484, over 8142.15 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3235, pruned_loss=0.0838, over 2478696.34 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06666, over 25735.06 utterances.], batch size: 31, lr: 9.78e-04
2022-08-21 04:25:58,816 INFO [train.py:927] (5/8) Epoch 2, batch 20000, giga_loss[loss=0.2762, simple_loss=0.3483, pruned_loss=0.102, over 12305.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02947, over 74.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3328, pruned_loss=0.09163, over 2477371.19 frames. utt_duration=430.8 frames, utt_pad_proportion=0.06952, over 23067.60 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3558, pruned_loss=0.119, over 2467259.60 frames. utt_duration=1222 frames, utt_pad_proportion=0.06349, over 8084.04 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3308, pruned_loss=0.08863, over 2478198.25 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07065, over 25054.16 utterances.], batch size: 74, lr: 9.77e-04
2022-08-21 04:27:39,600 INFO [train.py:927] (5/8) Epoch 2, batch 20050, giga_loss[loss=0.2426, simple_loss=0.3096, pruned_loss=0.08775, over 12461.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03268, over 86.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3307, pruned_loss=0.09248, over 2476682.92 frames. utt_duration=448 frames, utt_pad_proportion=0.06795, over 22176.41 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3559, pruned_loss=0.1196, over 2467428.41 frames. utt_duration=1224 frames, utt_pad_proportion=0.06286, over 8074.74 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3287, pruned_loss=0.08913, over 2477310.02 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06923, over 23962.95 utterances.], batch size: 86, lr: 9.77e-04
2022-08-21 04:29:21,486 INFO [train.py:927] (5/8) Epoch 2, batch 20100, giga_loss[loss=0.2227, simple_loss=0.2902, pruned_loss=0.07761, over 12398.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03334, over 80.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3246, pruned_loss=0.09097, over 2475305.02 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07108, over 21998.54 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.356, pruned_loss=0.1199, over 2467798.81 frames. utt_duration=1214 frames, utt_pad_proportion=0.06634, over 8139.18 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3224, pruned_loss=0.0874, over 2475668.06 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07096, over 23673.94 utterances.], batch size: 80, lr: 9.76e-04
2022-08-21 04:31:03,668 INFO [train.py:927] (5/8) Epoch 2, batch 20150, giga_loss[loss=0.2168, simple_loss=0.2823, pruned_loss=0.07563, over 12174.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03347, over 36.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3161, pruned_loss=0.08642, over 2474383.60 frames. utt_duration=462.4 frames, utt_pad_proportion=0.0719, over 21467.51 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3569, pruned_loss=0.1198, over 2468057.53 frames. utt_duration=1210 frames, utt_pad_proportion=0.06665, over 8169.03 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.313, pruned_loss=0.08323, over 2474533.27 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07167, over 22947.53 utterances.], batch size: 36, lr: 9.76e-04
2022-08-21 04:32:46,764 INFO [train.py:927] (5/8) Epoch 2, batch 20200, giga_loss[loss=0.3066, simple_loss=0.3418, pruned_loss=0.1357, over 12375.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3129, pruned_loss=0.08395, over 2473775.99 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06892, over 20468.74 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3605, pruned_loss=0.1204, over 2467948.80 frames. utt_duration=1201 frames, utt_pad_proportion=0.07003, over 8230.70 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3066, pruned_loss=0.0804, over 2474095.89 frames. utt_duration=455 frames, utt_pad_proportion=0.06791, over 21814.62 utterances.], batch size: 258, lr: 9.75e-04
2022-08-21 04:34:27,798 INFO [train.py:927] (5/8) Epoch 2, batch 20250, giga_loss[loss=0.1997, simple_loss=0.2703, pruned_loss=0.06451, over 12394.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0443, over 146.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3086, pruned_loss=0.08325, over 2473046.36 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06474, over 18698.37 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3582, pruned_loss=0.1196, over 2467595.39 frames. utt_duration=1216 frames, utt_pad_proportion=0.06713, over 8129.28 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3024, pruned_loss=0.07859, over 2473993.68 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06517, over 20650.53 utterances.], batch size: 146, lr: 9.75e-04
2022-08-21 04:36:12,027 INFO [train.py:927] (5/8) Epoch 2, batch 20300, giga_loss[loss=0.2071, simple_loss=0.2833, pruned_loss=0.06542, over 12206.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03131, over 39.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3022, pruned_loss=0.0804, over 2473255.18 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06301, over 18443.20 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3571, pruned_loss=0.1193, over 2467740.51 frames. utt_duration=1223 frames, utt_pad_proportion=0.06575, over 8081.93 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.2968, pruned_loss=0.07598, over 2474008.27 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06396, over 20330.31 utterances.], batch size: 39, lr: 9.74e-04
2022-08-21 04:37:54,685 INFO [train.py:927] (5/8) Epoch 2, batch 20350, giga_loss[loss=0.1909, simple_loss=0.2605, pruned_loss=0.06062, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02852, over 45.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.2984, pruned_loss=0.07924, over 2473876.32 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06399, over 18715.28 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3568, pruned_loss=0.1195, over 2467906.64 frames. utt_duration=1216 frames, utt_pad_proportion=0.06824, over 8131.34 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.2925, pruned_loss=0.07414, over 2474512.89 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06361, over 20520.98 utterances.], batch size: 45, lr: 9.74e-04
2022-08-21 04:39:37,535 INFO [train.py:927] (5/8) Epoch 2, batch 20400, giga_loss[loss=0.1945, simple_loss=0.2623, pruned_loss=0.06339, over 12323.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02572, over 45.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.2909, pruned_loss=0.07537, over 2474370.35 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06335, over 18360.76 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3566, pruned_loss=0.1195, over 2467808.23 frames. utt_duration=1207 frames, utt_pad_proportion=0.07188, over 8190.51 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2857, pruned_loss=0.07084, over 2475025.32 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06179, over 19869.10 utterances.], batch size: 45, lr: 9.73e-04
2022-08-21 04:41:22,595 INFO [train.py:927] (5/8) Epoch 2, batch 20450, libri_loss[loss=0.3064, simple_loss=0.3515, pruned_loss=0.1306, over 12418.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00717, over 30.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.2956, pruned_loss=0.07835, over 2475136.70 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06536, over 19180.32 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3566, pruned_loss=0.1196, over 2467887.19 frames. utt_duration=1208 frames, utt_pad_proportion=0.07164, over 8179.56 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.2912, pruned_loss=0.07454, over 2475606.51 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06414, over 20426.41 utterances.], batch size: 30, lr: 9.73e-04
2022-08-21 04:43:04,963 INFO [train.py:927] (5/8) Epoch 2, batch 20500, libri_loss[loss=0.3046, simple_loss=0.3541, pruned_loss=0.1275, over 12243.00 frames. utt_duration=961.7 frames, utt_pad_proportion=0.06815, over 51.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3077, pruned_loss=0.08497, over 2474551.71 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06113, over 18339.99 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.356, pruned_loss=0.1194, over 2467726.72 frames. utt_duration=1215 frames, utt_pad_proportion=0.06951, over 8134.89 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3025, pruned_loss=0.0805, over 2475410.05 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06105, over 19838.45 utterances.], batch size: 51, lr: 9.72e-04
2022-08-21 04:44:48,534 INFO [train.py:927] (5/8) Epoch 2, batch 20550, giga_loss[loss=0.3025, simple_loss=0.3689, pruned_loss=0.1181, over 12255.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02679, over 54.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3152, pruned_loss=0.08794, over 2473766.61 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05801, over 17767.04 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3553, pruned_loss=0.1192, over 2467731.03 frames. utt_duration=1219 frames, utt_pad_proportion=0.0685, over 8104.38 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3108, pruned_loss=0.08395, over 2474563.41 frames. utt_duration=518.1 frames, utt_pad_proportion=0.05848, over 19160.55 utterances.], batch size: 54, lr: 9.72e-04
2022-08-21 04:46:33,068 INFO [train.py:927] (5/8) Epoch 2, batch 20600, giga_loss[loss=0.2576, simple_loss=0.3324, pruned_loss=0.09141, over 12356.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03218, over 58.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3191, pruned_loss=0.08884, over 2474985.04 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05558, over 17633.10 utterances.], libri_tot_loss[loss=0.2964, simple_loss=0.3548, pruned_loss=0.1189, over 2467836.89 frames. utt_duration=1222 frames, utt_pad_proportion=0.06775, over 8087.93 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3156, pruned_loss=0.08553, over 2475612.50 frames. utt_duration=525.7 frames, utt_pad_proportion=0.05635, over 18888.81 utterances.], batch size: 58, lr: 9.71e-04
2022-08-21 04:48:16,952 INFO [train.py:927] (5/8) Epoch 2, batch 20650, giga_loss[loss=0.2753, simple_loss=0.3489, pruned_loss=0.1009, over 12363.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04276, over 133.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3253, pruned_loss=0.092, over 2474127.59 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05763, over 17545.31 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3561, pruned_loss=0.1189, over 2467892.75 frames. utt_duration=1224 frames, utt_pad_proportion=0.06752, over 8074.12 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.321, pruned_loss=0.08913, over 2474616.09 frames. utt_duration=532.8 frames, utt_pad_proportion=0.05819, over 18630.67 utterances.], batch size: 133, lr: 9.71e-04
2022-08-21 04:49:59,492 INFO [train.py:927] (5/8) Epoch 2, batch 20700, giga_loss[loss=0.2576, simple_loss=0.3364, pruned_loss=0.08939, over 12351.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.02946, over 58.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3312, pruned_loss=0.09492, over 2473747.35 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06306, over 18174.72 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3564, pruned_loss=0.1189, over 2467745.37 frames. utt_duration=1224 frames, utt_pad_proportion=0.0673, over 8073.92 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.327, pruned_loss=0.09222, over 2474359.56 frames. utt_duration=517 frames, utt_pad_proportion=0.06324, over 19200.82 utterances.], batch size: 58, lr: 9.70e-04
2022-08-21 04:51:40,796 INFO [train.py:927] (5/8) Epoch 2, batch 20750, giga_loss[loss=0.2888, simple_loss=0.3588, pruned_loss=0.1094, over 12406.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.03824, over 123.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3342, pruned_loss=0.09719, over 2473965.68 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06608, over 18256.37 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3557, pruned_loss=0.1189, over 2467928.47 frames. utt_duration=1232 frames, utt_pad_proportion=0.06533, over 8024.92 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3306, pruned_loss=0.0942, over 2474512.34 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06678, over 19498.52 utterances.], batch size: 123, lr: 9.70e-04
2022-08-21 04:53:23,808 INFO [train.py:927] (5/8) Epoch 2, batch 20800, giga_loss[loss=0.2388, simple_loss=0.321, pruned_loss=0.07834, over 12377.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04021, over 113.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3345, pruned_loss=0.09593, over 2474314.72 frames. utt_duration=567 frames, utt_pad_proportion=0.06211, over 17500.06 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3548, pruned_loss=0.1186, over 2468333.49 frames. utt_duration=1237 frames, utt_pad_proportion=0.06417, over 7991.65 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3318, pruned_loss=0.09329, over 2474538.83 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06336, over 18738.42 utterances.], batch size: 113, lr: 9.69e-04
2022-08-21 04:55:07,932 INFO [train.py:927] (5/8) Epoch 2, batch 20850, giga_loss[loss=0.2699, simple_loss=0.3444, pruned_loss=0.0977, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04118, over 113.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3381, pruned_loss=0.09601, over 2474609.17 frames. utt_duration=573 frames, utt_pad_proportion=0.06365, over 17320.03 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3571, pruned_loss=0.1186, over 2468682.93 frames. utt_duration=1245 frames, utt_pad_proportion=0.06229, over 7937.92 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3331, pruned_loss=0.09306, over 2474698.31 frames. utt_duration=530.4 frames, utt_pad_proportion=0.0653, over 18715.52 utterances.], batch size: 113, lr: 9.69e-04
2022-08-21 04:56:53,261 INFO [train.py:927] (5/8) Epoch 2, batch 20900, giga_loss[loss=0.2727, simple_loss=0.3362, pruned_loss=0.1046, over 12256.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.03025, over 42.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3411, pruned_loss=0.09955, over 2474198.81 frames. utt_duration=577.2 frames, utt_pad_proportion=0.0655, over 17189.96 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3579, pruned_loss=0.1189, over 2468789.54 frames. utt_duration=1245 frames, utt_pad_proportion=0.06145, over 7941.16 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3361, pruned_loss=0.09655, over 2474276.63 frames. utt_duration=538 frames, utt_pad_proportion=0.06701, over 18448.00 utterances.], batch size: 42, lr: 9.68e-04
2022-08-21 04:58:35,740 INFO [train.py:927] (5/8) Epoch 2, batch 20950, giga_loss[loss=0.222, simple_loss=0.2937, pruned_loss=0.07516, over 12142.00 frames. utt_duration=1620 frames, utt_pad_proportion=0.03599, over 30.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3404, pruned_loss=0.1005, over 2474037.65 frames. utt_duration=580.9 frames, utt_pad_proportion=0.06294, over 17078.59 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3581, pruned_loss=0.1192, over 2468890.76 frames. utt_duration=1234 frames, utt_pad_proportion=0.06484, over 8011.59 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.336, pruned_loss=0.09762, over 2474116.65 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0631, over 18172.69 utterances.], batch size: 30, lr: 9.68e-04
2022-08-21 05:00:19,242 INFO [train.py:927] (5/8) Epoch 2, batch 21000, giga_loss[loss=0.2508, simple_loss=0.3303, pruned_loss=0.08566, over 12440.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03811, over 105.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3391, pruned_loss=0.1003, over 2474286.78 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06036, over 17071.93 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3577, pruned_loss=0.119, over 2468848.16 frames. utt_duration=1237 frames, utt_pad_proportion=0.06369, over 7994.57 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3355, pruned_loss=0.09774, over 2474489.71 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06106, over 18150.07 utterances.], batch size: 105, lr: 9.67e-04
2022-08-21 05:00:19,243 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 05:00:33,101 INFO [train.py:967] (5/8) Epoch 2, validation: loss=0.2092, simple_loss=0.3147, pruned_loss=0.05182, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 05:02:13,093 INFO [train.py:927] (5/8) Epoch 2, batch 21050, giga_loss[loss=0.2116, simple_loss=0.2987, pruned_loss=0.06222, over 12398.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02642, over 70.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3362, pruned_loss=0.09831, over 2473980.60 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05633, over 16629.44 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3572, pruned_loss=0.1189, over 2469071.78 frames. utt_duration=1242 frames, utt_pad_proportion=0.06211, over 7964.11 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3331, pruned_loss=0.09574, over 2474113.96 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05772, over 17806.71 utterances.], batch size: 70, lr: 9.67e-04
2022-08-21 05:03:57,499 INFO [train.py:927] (5/8) Epoch 2, batch 21100, giga_loss[loss=0.2293, simple_loss=0.3043, pruned_loss=0.07712, over 12360.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04049, over 145.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3309, pruned_loss=0.09586, over 2474134.47 frames. utt_duration=564.8 frames, utt_pad_proportion=0.06463, over 17568.28 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3564, pruned_loss=0.1188, over 2468853.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.06118, over 7933.41 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3285, pruned_loss=0.0933, over 2474543.64 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06558, over 18781.17 utterances.], batch size: 145, lr: 9.66e-04
2022-08-21 05:05:40,599 INFO [train.py:927] (5/8) Epoch 2, batch 21150, giga_loss[loss=0.2214, simple_loss=0.3011, pruned_loss=0.07086, over 12424.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04229, over 146.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3265, pruned_loss=0.09281, over 2474527.63 frames. utt_duration=536.7 frames, utt_pad_proportion=0.0678, over 18492.42 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3581, pruned_loss=0.1191, over 2469014.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.0605, over 7936.78 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3226, pruned_loss=0.09007, over 2474787.09 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06864, over 19627.83 utterances.], batch size: 146, lr: 9.66e-04
2022-08-21 05:07:25,443 INFO [train.py:927] (5/8) Epoch 2, batch 21200, giga_loss[loss=0.2444, simple_loss=0.319, pruned_loss=0.08488, over 12369.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03075, over 62.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.324, pruned_loss=0.09107, over 2473805.58 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06399, over 17555.20 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3575, pruned_loss=0.1189, over 2468886.94 frames. utt_duration=1240 frames, utt_pad_proportion=0.06265, over 7972.52 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3207, pruned_loss=0.08848, over 2474241.80 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06417, over 18659.14 utterances.], batch size: 62, lr: 9.65e-04
2022-08-21 05:09:09,223 INFO [train.py:927] (5/8) Epoch 2, batch 21250, giga_loss[loss=0.2201, simple_loss=0.2864, pruned_loss=0.07695, over 12253.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02978, over 42.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3226, pruned_loss=0.09134, over 2473128.16 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06795, over 17358.56 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3573, pruned_loss=0.1192, over 2469074.78 frames. utt_duration=1218 frames, utt_pad_proportion=0.07084, over 8118.15 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3191, pruned_loss=0.0882, over 2473492.84 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06491, over 18415.49 utterances.], batch size: 42, lr: 9.65e-04
2022-08-21 05:10:50,987 INFO [train.py:927] (5/8) Epoch 2, batch 21300, giga_loss[loss=0.2085, simple_loss=0.2873, pruned_loss=0.06486, over 12411.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04285, over 26.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3174, pruned_loss=0.08878, over 2473788.03 frames. utt_duration=589.8 frames, utt_pad_proportion=0.06538, over 16819.52 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3568, pruned_loss=0.1191, over 2468980.33 frames. utt_duration=1221 frames, utt_pad_proportion=0.06961, over 8095.52 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3143, pruned_loss=0.08573, over 2474245.95 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06344, over 17874.27 utterances.], batch size: 26, lr: 9.64e-04
2022-08-21 05:12:35,026 INFO [train.py:927] (5/8) Epoch 2, batch 21350, libri_loss[loss=0.4011, simple_loss=0.4528, pruned_loss=0.1747, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005767, over 37.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3136, pruned_loss=0.08658, over 2473369.47 frames. utt_duration=617.4 frames, utt_pad_proportion=0.05964, over 16062.52 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3577, pruned_loss=0.1193, over 2468926.13 frames. utt_duration=1224 frames, utt_pad_proportion=0.06854, over 8078.72 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3096, pruned_loss=0.0834, over 2473851.35 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05873, over 17065.84 utterances.], batch size: 37, lr: 9.64e-04
2022-08-21 05:14:25,163 INFO [train.py:927] (5/8) Epoch 2, batch 21400, giga_loss[loss=0.2266, simple_loss=0.2848, pruned_loss=0.08419, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02966, over 45.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3105, pruned_loss=0.08512, over 2472764.83 frames. utt_duration=636.4 frames, utt_pad_proportion=0.05597, over 15579.64 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3583, pruned_loss=0.1195, over 2468904.35 frames. utt_duration=1223 frames, utt_pad_proportion=0.06882, over 8084.47 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3062, pruned_loss=0.08198, over 2473247.30 frames. utt_duration=602.1 frames, utt_pad_proportion=0.05524, over 16471.19 utterances.], batch size: 45, lr: 9.63e-04
2022-08-21 05:16:08,345 INFO [train.py:927] (5/8) Epoch 2, batch 21450, giga_loss[loss=0.2283, simple_loss=0.3007, pruned_loss=0.07799, over 12345.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.308, pruned_loss=0.08435, over 2472570.08 frames. utt_duration=643.4 frames, utt_pad_proportion=0.05872, over 15408.37 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3586, pruned_loss=0.1198, over 2468965.37 frames. utt_duration=1212 frames, utt_pad_proportion=0.07224, over 8155.92 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3032, pruned_loss=0.08073, over 2472984.08 frames. utt_duration=611.4 frames, utt_pad_proportion=0.05623, over 16219.12 utterances.], batch size: 58, lr: 9.63e-04
2022-08-21 05:17:51,055 INFO [train.py:927] (5/8) Epoch 2, batch 21500, giga_loss[loss=0.2308, simple_loss=0.3018, pruned_loss=0.07992, over 12096.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03628, over 30.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3079, pruned_loss=0.08495, over 2472941.27 frames. utt_duration=643.8 frames, utt_pad_proportion=0.05802, over 15400.40 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3585, pruned_loss=0.1199, over 2469099.27 frames. utt_duration=1210 frames, utt_pad_proportion=0.07202, over 8173.54 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3033, pruned_loss=0.08133, over 2473229.92 frames. utt_duration=613.7 frames, utt_pad_proportion=0.05601, over 16159.43 utterances.], batch size: 30, lr: 9.62e-04
2022-08-21 05:19:36,242 INFO [train.py:927] (5/8) Epoch 2, batch 21550, giga_loss[loss=0.2543, simple_loss=0.3246, pruned_loss=0.09202, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03541, over 40.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3145, pruned_loss=0.0897, over 2472566.29 frames. utt_duration=601.5 frames, utt_pad_proportion=0.06422, over 16482.76 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3587, pruned_loss=0.1202, over 2469137.11 frames. utt_duration=1209 frames, utt_pad_proportion=0.07142, over 8177.95 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3099, pruned_loss=0.08621, over 2472811.02 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06271, over 17181.70 utterances.], batch size: 40, lr: 9.62e-04
2022-08-21 05:21:18,450 INFO [train.py:927] (5/8) Epoch 2, batch 21600, giga_loss[loss=0.2914, simple_loss=0.3574, pruned_loss=0.1127, over 12358.00 frames. utt_duration=583 frames, utt_pad_proportion=0.03003, over 85.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3214, pruned_loss=0.0934, over 2472642.29 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05879, over 16354.27 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3583, pruned_loss=0.12, over 2469246.89 frames. utt_duration=1214 frames, utt_pad_proportion=0.06968, over 8144.44 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3169, pruned_loss=0.08987, over 2472846.49 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05841, over 17211.14 utterances.], batch size: 85, lr: 9.61e-04
2022-08-21 05:23:01,805 INFO [train.py:927] (5/8) Epoch 2, batch 21650, giga_loss[loss=0.2661, simple_loss=0.3375, pruned_loss=0.09733, over 12251.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02791, over 54.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3266, pruned_loss=0.09521, over 2471740.60 frames. utt_duration=626.8 frames, utt_pad_proportion=0.05491, over 15811.08 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3578, pruned_loss=0.1197, over 2469341.07 frames. utt_duration=1215 frames, utt_pad_proportion=0.06859, over 8141.66 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3223, pruned_loss=0.0918, over 2471919.12 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05507, over 16749.35 utterances.], batch size: 54, lr: 9.61e-04
2022-08-21 05:24:43,144 INFO [train.py:927] (5/8) Epoch 2, batch 21700, giga_loss[loss=0.2838, simple_loss=0.3541, pruned_loss=0.1067, over 12375.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03081, over 58.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3323, pruned_loss=0.09874, over 2471623.33 frames. utt_duration=591 frames, utt_pad_proportion=0.06221, over 16772.38 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3572, pruned_loss=0.1198, over 2469161.42 frames. utt_duration=1204 frames, utt_pad_proportion=0.07192, over 8211.04 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3283, pruned_loss=0.09496, over 2472030.09 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06033, over 17815.98 utterances.], batch size: 58, lr: 9.60e-04
2022-08-21 05:26:26,624 INFO [train.py:927] (5/8) Epoch 2, batch 21750, giga_loss[loss=0.2259, simple_loss=0.3105, pruned_loss=0.0707, over 12187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03441, over 39.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3321, pruned_loss=0.09743, over 2471231.02 frames. utt_duration=567.2 frames, utt_pad_proportion=0.064, over 17473.69 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3584, pruned_loss=0.1203, over 2468779.41 frames. utt_duration=1209 frames, utt_pad_proportion=0.07089, over 8180.02 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3272, pruned_loss=0.09355, over 2471962.05 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06286, over 18505.95 utterances.], batch size: 39, lr: 9.60e-04
2022-08-21 05:28:10,389 INFO [train.py:927] (5/8) Epoch 2, batch 21800, giga_loss[loss=0.2815, simple_loss=0.3493, pruned_loss=0.1069, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02873, over 45.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3336, pruned_loss=0.09775, over 2471996.02 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06463, over 18398.11 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3581, pruned_loss=0.12, over 2468846.41 frames. utt_duration=1214 frames, utt_pad_proportion=0.06989, over 8145.63 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3296, pruned_loss=0.09447, over 2472580.28 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06406, over 19429.96 utterances.], batch size: 45, lr: 9.59e-04
2022-08-21 05:29:53,283 INFO [train.py:927] (5/8) Epoch 2, batch 21850, giga_loss[loss=0.2461, simple_loss=0.3309, pruned_loss=0.08067, over 12309.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02945, over 74.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3353, pruned_loss=0.0983, over 2471914.43 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06395, over 18379.27 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3575, pruned_loss=0.1196, over 2468797.74 frames. utt_duration=1206 frames, utt_pad_proportion=0.0726, over 8197.91 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.332, pruned_loss=0.0955, over 2472481.13 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06247, over 19436.77 utterances.], batch size: 74, lr: 9.59e-04
2022-08-21 05:31:37,807 INFO [train.py:927] (5/8) Epoch 2, batch 21900, giga_loss[loss=0.2563, simple_loss=0.3294, pruned_loss=0.09163, over 12341.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03357, over 51.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3363, pruned_loss=0.09924, over 2472840.13 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06695, over 18743.22 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3575, pruned_loss=0.1195, over 2468920.75 frames. utt_duration=1207 frames, utt_pad_proportion=0.07231, over 8193.92 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3336, pruned_loss=0.09698, over 2473182.98 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06578, over 19626.83 utterances.], batch size: 51, lr: 9.58e-04
2022-08-21 05:33:23,566 INFO [train.py:927] (5/8) Epoch 2, batch 21950, giga_loss[loss=0.2856, simple_loss=0.3567, pruned_loss=0.1073, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03055, over 42.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3368, pruned_loss=0.09964, over 2473308.91 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06735, over 18818.32 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3575, pruned_loss=0.1198, over 2469032.15 frames. utt_duration=1208 frames, utt_pad_proportion=0.07205, over 8184.95 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3346, pruned_loss=0.09757, over 2473499.77 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06651, over 19562.26 utterances.], batch size: 42, lr: 9.58e-04
2022-08-21 05:35:06,912 INFO [train.py:927] (5/8) Epoch 2, batch 22000, giga_loss[loss=0.2675, simple_loss=0.3387, pruned_loss=0.09811, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05516, over 162.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3371, pruned_loss=0.09878, over 2472053.72 frames. utt_duration=558 frames, utt_pad_proportion=0.06249, over 17768.55 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3569, pruned_loss=0.1196, over 2468843.59 frames. utt_duration=1211 frames, utt_pad_proportion=0.07083, over 8161.50 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3354, pruned_loss=0.09682, over 2472443.56 frames. utt_duration=532.8 frames, utt_pad_proportion=0.0624, over 18612.94 utterances.], batch size: 162, lr: 9.57e-04
2022-08-21 05:36:50,255 INFO [train.py:927] (5/8) Epoch 2, batch 22050, giga_loss[loss=0.3004, simple_loss=0.3689, pruned_loss=0.1159, over 12154.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.03811, over 33.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3384, pruned_loss=0.0987, over 2471542.06 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06129, over 16867.92 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3583, pruned_loss=0.12, over 2468576.78 frames. utt_duration=1217 frames, utt_pad_proportion=0.06887, over 8123.51 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.335, pruned_loss=0.09597, over 2472273.20 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06195, over 17925.11 utterances.], batch size: 33, lr: 9.57e-04
2022-08-21 05:38:34,669 INFO [train.py:927] (5/8) Epoch 2, batch 22100, giga_loss[loss=0.2181, simple_loss=0.2968, pruned_loss=0.06967, over 12457.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04295, over 31.00 utterances.], tot_loss[loss=0.267, simple_loss=0.337, pruned_loss=0.09853, over 2471892.12 frames. utt_duration=589.7 frames, utt_pad_proportion=0.06239, over 16809.62 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3582, pruned_loss=0.1203, over 2468418.18 frames. utt_duration=1218 frames, utt_pad_proportion=0.06868, over 8117.73 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3339, pruned_loss=0.09551, over 2472727.24 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06284, over 17894.03 utterances.], batch size: 31, lr: 9.56e-04
2022-08-21 05:40:17,081 INFO [train.py:927] (5/8) Epoch 2, batch 22150, giga_loss[loss=0.2375, simple_loss=0.3175, pruned_loss=0.07878, over 12336.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03351, over 51.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3357, pruned_loss=0.09772, over 2471195.60 frames. utt_duration=623.4 frames, utt_pad_proportion=0.05874, over 15893.68 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3576, pruned_loss=0.1199, over 2468126.17 frames. utt_duration=1215 frames, utt_pad_proportion=0.06817, over 8133.36 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3331, pruned_loss=0.09509, over 2472215.90 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05942, over 16961.31 utterances.], batch size: 51, lr: 9.56e-04
2022-08-21 05:41:59,728 INFO [train.py:927] (5/8) Epoch 2, batch 22200, giga_loss[loss=0.2445, simple_loss=0.3114, pruned_loss=0.08881, over 12365.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2009, over 368.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3344, pruned_loss=0.09591, over 2470581.92 frames. utt_duration=622.4 frames, utt_pad_proportion=0.05891, over 15917.10 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3573, pruned_loss=0.1198, over 2468056.21 frames. utt_duration=1217 frames, utt_pad_proportion=0.06765, over 8124.03 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3324, pruned_loss=0.09373, over 2471469.93 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05961, over 16831.81 utterances.], batch size: 368, lr: 9.55e-04
2022-08-21 05:43:42,108 INFO [train.py:927] (5/8) Epoch 2, batch 22250, giga_loss[loss=0.2643, simple_loss=0.3314, pruned_loss=0.09857, over 12454.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.02763, over 55.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3346, pruned_loss=0.0963, over 2470037.50 frames. utt_duration=644.6 frames, utt_pad_proportion=0.05919, over 15363.67 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3571, pruned_loss=0.1196, over 2467529.55 frames. utt_duration=1224 frames, utt_pad_proportion=0.06564, over 8074.93 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3323, pruned_loss=0.09386, over 2471317.31 frames. utt_duration=603 frames, utt_pad_proportion=0.06059, over 16433.66 utterances.], batch size: 55, lr: 9.55e-04
2022-08-21 05:45:26,168 INFO [train.py:927] (5/8) Epoch 2, batch 22300, giga_loss[loss=0.2631, simple_loss=0.3337, pruned_loss=0.09627, over 12404.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03803, over 113.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3328, pruned_loss=0.09606, over 2470519.55 frames. utt_duration=635.1 frames, utt_pad_proportion=0.05701, over 15597.00 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3567, pruned_loss=0.1194, over 2467361.02 frames. utt_duration=1228 frames, utt_pad_proportion=0.0651, over 8044.97 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3311, pruned_loss=0.09398, over 2471726.85 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05841, over 16570.22 utterances.], batch size: 113, lr: 9.54e-04
2022-08-21 05:47:08,575 INFO [train.py:927] (5/8) Epoch 2, batch 22350, giga_loss[loss=0.2296, simple_loss=0.2974, pruned_loss=0.08084, over 12187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03437, over 39.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3321, pruned_loss=0.09617, over 2471298.82 frames. utt_duration=629 frames, utt_pad_proportion=0.05963, over 15753.13 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3572, pruned_loss=0.1197, over 2467502.48 frames. utt_duration=1221 frames, utt_pad_proportion=0.06862, over 8093.54 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3296, pruned_loss=0.09352, over 2472244.09 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05883, over 16702.99 utterances.], batch size: 39, lr: 9.54e-04
2022-08-21 05:48:51,767 INFO [train.py:927] (5/8) Epoch 2, batch 22400, giga_loss[loss=0.2528, simple_loss=0.3207, pruned_loss=0.09248, over 12398.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02901, over 58.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3305, pruned_loss=0.09538, over 2471338.34 frames. utt_duration=641.7 frames, utt_pad_proportion=0.05667, over 15440.73 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3577, pruned_loss=0.1196, over 2467569.69 frames. utt_duration=1224 frames, utt_pad_proportion=0.06706, over 8074.52 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3273, pruned_loss=0.09263, over 2472147.92 frames. utt_duration=602 frames, utt_pad_proportion=0.05672, over 16465.61 utterances.], batch size: 58, lr: 9.53e-04
2022-08-21 05:50:33,530 INFO [train.py:927] (5/8) Epoch 2, batch 22450, libri_loss[loss=0.285, simple_loss=0.3556, pruned_loss=0.1072, over 12298.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006275, over 35.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3259, pruned_loss=0.09301, over 2471585.94 frames. utt_duration=655.8 frames, utt_pad_proportion=0.05403, over 15110.89 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3576, pruned_loss=0.1197, over 2467554.85 frames. utt_duration=1223 frames, utt_pad_proportion=0.06656, over 8078.82 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3229, pruned_loss=0.09027, over 2472309.15 frames. utt_duration=617.5 frames, utt_pad_proportion=0.05435, over 16054.11 utterances.], batch size: 35, lr: 9.53e-04
2022-08-21 05:52:15,516 INFO [train.py:927] (5/8) Epoch 2, batch 22500, giga_loss[loss=0.3516, simple_loss=0.3915, pruned_loss=0.1559, over 12381.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06452, over 183.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3234, pruned_loss=0.09209, over 2470802.61 frames. utt_duration=656.9 frames, utt_pad_proportion=0.05661, over 15079.68 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3576, pruned_loss=0.1199, over 2467776.24 frames. utt_duration=1215 frames, utt_pad_proportion=0.06985, over 8135.66 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3204, pruned_loss=0.08922, over 2471225.97 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05517, over 15902.05 utterances.], batch size: 183, lr: 9.52e-04
2022-08-21 05:53:56,609 INFO [train.py:927] (5/8) Epoch 2, batch 22550, giga_loss[loss=0.2053, simple_loss=0.286, pruned_loss=0.06231, over 12459.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04279, over 31.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3253, pruned_loss=0.09344, over 2471734.42 frames. utt_duration=600.6 frames, utt_pad_proportion=0.06363, over 16501.69 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.357, pruned_loss=0.1201, over 2467726.35 frames. utt_duration=1211 frames, utt_pad_proportion=0.07277, over 8162.07 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3224, pruned_loss=0.09017, over 2472241.97 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06089, over 17388.34 utterances.], batch size: 31, lr: 9.52e-04
2022-08-21 05:55:37,200 INFO [train.py:927] (5/8) Epoch 2, batch 22600, giga_loss[loss=0.2471, simple_loss=0.3297, pruned_loss=0.08226, over 12432.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03607, over 105.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3264, pruned_loss=0.09294, over 2472797.40 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06604, over 17799.76 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3566, pruned_loss=0.1197, over 2467862.45 frames. utt_duration=1215 frames, utt_pad_proportion=0.07201, over 8133.77 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.324, pruned_loss=0.09028, over 2473129.13 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06417, over 18640.56 utterances.], batch size: 105, lr: 9.51e-04
2022-08-21 05:57:17,136 INFO [train.py:927] (5/8) Epoch 2, batch 22650, giga_loss[loss=0.2465, simple_loss=0.3145, pruned_loss=0.08923, over 12134.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04302, over 33.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3274, pruned_loss=0.09204, over 2472958.00 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06284, over 18105.36 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3575, pruned_loss=0.1197, over 2467555.20 frames. utt_duration=1206 frames, utt_pad_proportion=0.07515, over 8196.14 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3241, pruned_loss=0.0894, over 2473594.26 frames. utt_duration=524 frames, utt_pad_proportion=0.06029, over 18936.09 utterances.], batch size: 33, lr: 9.51e-04
2022-08-21 05:58:59,014 INFO [train.py:927] (5/8) Epoch 2, batch 22700, giga_loss[loss=0.2243, simple_loss=0.2911, pruned_loss=0.07869, over 12399.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02593, over 48.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.328, pruned_loss=0.09224, over 2473238.24 frames. utt_duration=562 frames, utt_pad_proportion=0.05866, over 17648.83 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3581, pruned_loss=0.1197, over 2467400.81 frames. utt_duration=1207 frames, utt_pad_proportion=0.07436, over 8184.41 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3243, pruned_loss=0.08962, over 2473975.28 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05697, over 18493.20 utterances.], batch size: 48, lr: 9.50e-04
2022-08-21 06:00:39,065 INFO [train.py:927] (5/8) Epoch 2, batch 22750, giga_loss[loss=0.2646, simple_loss=0.3321, pruned_loss=0.09862, over 12379.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.03113, over 62.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3294, pruned_loss=0.09375, over 2473638.48 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05705, over 17564.62 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3575, pruned_loss=0.1194, over 2467518.20 frames. utt_duration=1207 frames, utt_pad_proportion=0.07358, over 8185.20 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3261, pruned_loss=0.09107, over 2474335.92 frames. utt_duration=535 frames, utt_pad_proportion=0.05588, over 18552.85 utterances.], batch size: 62, lr: 9.50e-04
2022-08-21 06:02:20,465 INFO [train.py:927] (5/8) Epoch 2, batch 22800, giga_loss[loss=0.2391, simple_loss=0.3201, pruned_loss=0.07907, over 12467.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.0297, over 55.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.33, pruned_loss=0.09368, over 2473560.18 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05485, over 17050.67 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3574, pruned_loss=0.1192, over 2467490.52 frames. utt_duration=1210 frames, utt_pad_proportion=0.0728, over 8168.54 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3271, pruned_loss=0.0914, over 2474215.68 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05423, over 17967.71 utterances.], batch size: 55, lr: 9.49e-04
2022-08-21 06:04:00,840 INFO [train.py:927] (5/8) Epoch 2, batch 22850, libri_loss[loss=0.2635, simple_loss=0.315, pruned_loss=0.106, over 12453.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.00784, over 29.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3304, pruned_loss=0.09395, over 2473978.67 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05512, over 16970.37 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.357, pruned_loss=0.119, over 2467628.83 frames. utt_duration=1216 frames, utt_pad_proportion=0.0709, over 8126.24 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3275, pruned_loss=0.09155, over 2474553.02 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05515, over 18019.78 utterances.], batch size: 29, lr: 9.49e-04
2022-08-21 06:05:41,912 INFO [train.py:927] (5/8) Epoch 2, batch 22900, libri_loss[loss=0.2761, simple_loss=0.3304, pruned_loss=0.1109, over 12345.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006012, over 33.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.33, pruned_loss=0.09387, over 2473911.73 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05507, over 16689.42 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3565, pruned_loss=0.1188, over 2467490.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.06989, over 8092.99 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3278, pruned_loss=0.09171, over 2474620.69 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05545, over 17714.94 utterances.], batch size: 33, lr: 9.49e-04
2022-08-21 06:07:22,037 INFO [train.py:927] (5/8) Epoch 2, batch 22950, giga_loss[loss=0.2185, simple_loss=0.2932, pruned_loss=0.07189, over 12338.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02795, over 48.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3268, pruned_loss=0.09201, over 2473813.29 frames. utt_duration=584 frames, utt_pad_proportion=0.06049, over 16986.56 utterances.], libri_tot_loss[loss=0.2964, simple_loss=0.356, pruned_loss=0.1185, over 2467609.68 frames. utt_duration=1223 frames, utt_pad_proportion=0.06941, over 8077.82 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3248, pruned_loss=0.08997, over 2474420.53 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06058, over 18015.17 utterances.], batch size: 48, lr: 9.48e-04
2022-08-21 06:09:03,649 INFO [train.py:927] (5/8) Epoch 2, batch 23000, libri_loss[loss=0.3891, simple_loss=0.4334, pruned_loss=0.1724, over 12483.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006795, over 36.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3271, pruned_loss=0.09198, over 2474013.35 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05878, over 17349.66 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3559, pruned_loss=0.1188, over 2467903.30 frames. utt_duration=1229 frames, utt_pad_proportion=0.06821, over 8040.32 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3249, pruned_loss=0.08936, over 2474359.16 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05937, over 18426.30 utterances.], batch size: 36, lr: 9.48e-04
2022-08-21 06:10:45,851 INFO [train.py:927] (5/8) Epoch 2, batch 23050, giga_loss[loss=0.2893, simple_loss=0.3396, pruned_loss=0.1195, over 12349.00 frames. utt_duration=138.8 frames, utt_pad_proportion=0.1838, over 360.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3291, pruned_loss=0.09255, over 2474698.77 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06221, over 17903.18 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3573, pruned_loss=0.1196, over 2468227.68 frames. utt_duration=1230 frames, utt_pad_proportion=0.06745, over 8039.72 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3257, pruned_loss=0.08953, over 2474783.10 frames. utt_duration=526 frames, utt_pad_proportion=0.06271, over 18872.27 utterances.], batch size: 360, lr: 9.47e-04
2022-08-21 06:12:24,509 INFO [train.py:927] (5/8) Epoch 2, batch 23100, giga_loss[loss=0.2325, simple_loss=0.3006, pruned_loss=0.08219, over 12465.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02975, over 75.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.33, pruned_loss=0.09424, over 2474628.91 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06264, over 18225.60 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3585, pruned_loss=0.1203, over 2468527.84 frames. utt_duration=1232 frames, utt_pad_proportion=0.06648, over 8027.11 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3257, pruned_loss=0.09062, over 2474569.31 frames. utt_duration=516.4 frames, utt_pad_proportion=0.0633, over 19224.18 utterances.], batch size: 75, lr: 9.47e-04
2022-08-21 06:14:04,726 INFO [train.py:927] (5/8) Epoch 2, batch 23150, giga_loss[loss=0.2281, simple_loss=0.317, pruned_loss=0.06954, over 12466.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02978, over 55.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3268, pruned_loss=0.09345, over 2474145.48 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06256, over 17677.55 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3584, pruned_loss=0.1203, over 2468400.32 frames. utt_duration=1223 frames, utt_pad_proportion=0.07006, over 8084.43 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3231, pruned_loss=0.09021, over 2474289.90 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06162, over 18544.74 utterances.], batch size: 55, lr: 9.46e-04
2022-08-21 06:15:45,528 INFO [train.py:927] (5/8) Epoch 2, batch 23200, giga_loss[loss=0.2715, simple_loss=0.3422, pruned_loss=0.1004, over 12345.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03288, over 97.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3245, pruned_loss=0.09237, over 2473855.56 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06071, over 17196.42 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3584, pruned_loss=0.1201, over 2468327.70 frames. utt_duration=1215 frames, utt_pad_proportion=0.0728, over 8133.16 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3207, pruned_loss=0.0893, over 2474208.12 frames. utt_duration=548.3 frames, utt_pad_proportion=0.05894, over 18100.53 utterances.], batch size: 97, lr: 9.46e-04
2022-08-21 06:17:23,209 INFO [train.py:927] (5/8) Epoch 2, batch 23250, giga_loss[loss=0.2054, simple_loss=0.283, pruned_loss=0.06389, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02788, over 48.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3199, pruned_loss=0.09041, over 2474443.94 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05901, over 17082.21 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3584, pruned_loss=0.1202, over 2468697.29 frames. utt_duration=1218 frames, utt_pad_proportion=0.0714, over 8118.22 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3159, pruned_loss=0.08707, over 2474555.63 frames. utt_duration=549.2 frames, utt_pad_proportion=0.05812, over 18071.03 utterances.], batch size: 48, lr: 9.45e-04
2022-08-21 06:19:04,638 INFO [train.py:927] (5/8) Epoch 2, batch 23300, giga_loss[loss=0.2381, simple_loss=0.3204, pruned_loss=0.07794, over 12355.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02981, over 70.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3191, pruned_loss=0.09026, over 2473788.78 frames. utt_duration=585.5 frames, utt_pad_proportion=0.06083, over 16944.16 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3584, pruned_loss=0.1202, over 2468221.65 frames. utt_duration=1221 frames, utt_pad_proportion=0.07025, over 8093.93 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3147, pruned_loss=0.08661, over 2474473.10 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06037, over 18051.39 utterances.], batch size: 70, lr: 9.45e-04
2022-08-21 06:20:45,214 INFO [train.py:927] (5/8) Epoch 2, batch 23350, giga_loss[loss=0.2765, simple_loss=0.344, pruned_loss=0.1045, over 12436.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04183, over 114.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3228, pruned_loss=0.09206, over 2473645.57 frames. utt_duration=549 frames, utt_pad_proportion=0.06948, over 18070.59 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3584, pruned_loss=0.1202, over 2467957.43 frames. utt_duration=1201 frames, utt_pad_proportion=0.07765, over 8233.14 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3182, pruned_loss=0.08832, over 2474581.28 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06542, over 19082.08 utterances.], batch size: 114, lr: 9.44e-04
2022-08-21 06:22:35,367 INFO [train.py:927] (5/8) Epoch 2, batch 23400, giga_loss[loss=0.2816, simple_loss=0.3448, pruned_loss=0.1092, over 12227.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03172, over 42.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3255, pruned_loss=0.09322, over 2473140.43 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06472, over 17708.72 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3578, pruned_loss=0.1198, over 2467993.00 frames. utt_duration=1199 frames, utt_pad_proportion=0.07759, over 8240.80 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3219, pruned_loss=0.09021, over 2473915.70 frames. utt_duration=533 frames, utt_pad_proportion=0.06163, over 18618.41 utterances.], batch size: 42, lr: 9.44e-04
2022-08-21 06:24:21,364 INFO [train.py:927] (5/8) Epoch 2, batch 23450, giga_loss[loss=0.4235, simple_loss=0.4327, pruned_loss=0.2071, over 12389.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3293, pruned_loss=0.09634, over 2473328.69 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06664, over 18023.68 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3574, pruned_loss=0.1198, over 2467992.69 frames. utt_duration=1202 frames, utt_pad_proportion=0.07686, over 8220.26 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3263, pruned_loss=0.09364, over 2474009.32 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06437, over 18893.46 utterances.], batch size: 258, lr: 9.43e-04
2022-08-21 06:26:02,625 INFO [train.py:927] (5/8) Epoch 2, batch 23500, giga_loss[loss=0.3732, simple_loss=0.4126, pruned_loss=0.1669, over 12429.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06154, over 183.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.339, pruned_loss=0.103, over 2474272.47 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06382, over 18402.48 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3579, pruned_loss=0.12, over 2468421.55 frames. utt_duration=1191 frames, utt_pad_proportion=0.07961, over 8302.14 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3357, pruned_loss=0.1003, over 2474572.99 frames. utt_duration=516 frames, utt_pad_proportion=0.06096, over 19239.33 utterances.], batch size: 183, lr: 9.43e-04
2022-08-21 06:27:43,656 INFO [train.py:927] (5/8) Epoch 2, batch 23550, giga_loss[loss=0.3168, simple_loss=0.3907, pruned_loss=0.1215, over 12373.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02685, over 66.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3469, pruned_loss=0.1099, over 2474923.94 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06538, over 19383.80 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3573, pruned_loss=0.1195, over 2468190.25 frames. utt_duration=1197 frames, utt_pad_proportion=0.07821, over 8256.02 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3444, pruned_loss=0.1077, over 2475486.84 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06356, over 20314.70 utterances.], batch size: 66, lr: 9.42e-04
2022-08-21 06:29:29,250 INFO [train.py:927] (5/8) Epoch 2, batch 23600, giga_loss[loss=0.2972, simple_loss=0.3628, pruned_loss=0.1158, over 12468.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02976, over 55.00 utterances.], tot_loss[loss=0.2937, simple_loss=0.3543, pruned_loss=0.1165, over 2475295.45 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06751, over 20055.68 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.357, pruned_loss=0.1196, over 2468168.86 frames. utt_duration=1198 frames, utt_pad_proportion=0.07778, over 8250.62 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3524, pruned_loss=0.1146, over 2475908.14 frames. utt_duration=472 frames, utt_pad_proportion=0.06606, over 21048.88 utterances.], batch size: 55, lr: 9.42e-04
2022-08-21 06:31:13,619 INFO [train.py:927] (5/8) Epoch 2, batch 23650, libri_loss[loss=0.2816, simple_loss=0.333, pruned_loss=0.1151, over 12437.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01141, over 39.00 utterances.], tot_loss[loss=0.3014, simple_loss=0.3592, pruned_loss=0.1218, over 2474897.04 frames. utt_duration=466 frames, utt_pad_proportion=0.0782, over 21313.23 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3569, pruned_loss=0.1196, over 2468141.26 frames. utt_duration=1199 frames, utt_pad_proportion=0.07695, over 8242.28 utterances.], giga_tot_loss[loss=0.2992, simple_loss=0.3578, pruned_loss=0.1203, over 2475603.41 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07692, over 22467.43 utterances.], batch size: 39, lr: 9.42e-04
2022-08-21 06:33:03,199 INFO [train.py:927] (5/8) Epoch 2, batch 23700, giga_loss[loss=0.3028, simple_loss=0.361, pruned_loss=0.1223, over 12451.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.03112, over 55.00 utterances.], tot_loss[loss=0.3082, simple_loss=0.364, pruned_loss=0.1262, over 2475792.73 frames. utt_duration=457.1 frames, utt_pad_proportion=0.08155, over 21737.51 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3566, pruned_loss=0.1195, over 2468573.08 frames. utt_duration=1200 frames, utt_pad_proportion=0.07623, over 8237.46 utterances.], giga_tot_loss[loss=0.3068, simple_loss=0.3633, pruned_loss=0.1252, over 2476135.30 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08067, over 22948.91 utterances.], batch size: 55, lr: 9.41e-04
2022-08-21 06:34:51,894 INFO [train.py:927] (5/8) Epoch 2, batch 23750, giga_loss[loss=0.2941, simple_loss=0.3486, pruned_loss=0.1198, over 12383.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.05082, over 34.00 utterances.], tot_loss[loss=0.3084, simple_loss=0.3636, pruned_loss=0.1266, over 2474832.24 frames. utt_duration=469.9 frames, utt_pad_proportion=0.08328, over 21134.61 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3558, pruned_loss=0.119, over 2468568.37 frames. utt_duration=1205 frames, utt_pad_proportion=0.07555, over 8205.03 utterances.], giga_tot_loss[loss=0.3082, simple_loss=0.3638, pruned_loss=0.1263, over 2475190.67 frames. utt_duration=445.7 frames, utt_pad_proportion=0.08269, over 22287.90 utterances.], batch size: 34, lr: 9.41e-04
2022-08-21 06:36:37,904 INFO [train.py:927] (5/8) Epoch 2, batch 23800, giga_loss[loss=0.3124, simple_loss=0.3687, pruned_loss=0.1281, over 12400.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.04064, over 105.00 utterances.], tot_loss[loss=0.3088, simple_loss=0.3646, pruned_loss=0.1265, over 2474494.44 frames. utt_duration=462 frames, utt_pad_proportion=0.08234, over 21493.75 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.356, pruned_loss=0.1191, over 2468395.64 frames. utt_duration=1204 frames, utt_pad_proportion=0.07561, over 8209.75 utterances.], giga_tot_loss[loss=0.3086, simple_loss=0.3647, pruned_loss=0.1263, over 2475010.17 frames. utt_duration=440 frames, utt_pad_proportion=0.08196, over 22576.21 utterances.], batch size: 105, lr: 9.40e-04
2022-08-21 06:38:20,856 INFO [train.py:927] (5/8) Epoch 2, batch 23850, giga_loss[loss=0.3636, simple_loss=0.3795, pruned_loss=0.1739, over 12337.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.211, over 372.00 utterances.], tot_loss[loss=0.3109, simple_loss=0.3669, pruned_loss=0.1275, over 2474140.36 frames. utt_duration=475.6 frames, utt_pad_proportion=0.08113, over 20872.47 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3564, pruned_loss=0.1189, over 2468097.66 frames. utt_duration=1205 frames, utt_pad_proportion=0.07566, over 8204.05 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.3673, pruned_loss=0.1281, over 2475252.51 frames. utt_duration=438.8 frames, utt_pad_proportion=0.081, over 22638.27 utterances.], batch size: 372, lr: 9.40e-04
2022-08-21 06:40:10,586 INFO [train.py:927] (5/8) Epoch 2, batch 23900, giga_loss[loss=0.3045, simple_loss=0.3747, pruned_loss=0.1172, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04187, over 113.00 utterances.], tot_loss[loss=0.3077, simple_loss=0.3648, pruned_loss=0.1253, over 2474079.43 frames. utt_duration=470.2 frames, utt_pad_proportion=0.08094, over 21111.02 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3562, pruned_loss=0.1189, over 2468340.81 frames. utt_duration=1198 frames, utt_pad_proportion=0.07847, over 8252.27 utterances.], giga_tot_loss[loss=0.3086, simple_loss=0.3655, pruned_loss=0.1258, over 2474863.81 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07993, over 22755.77 utterances.], batch size: 113, lr: 9.39e-04
2022-08-21 06:41:56,900 INFO [train.py:927] (5/8) Epoch 2, batch 23950, libri_loss[loss=0.2433, simple_loss=0.3107, pruned_loss=0.08798, over 12241.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.0057, over 34.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.3623, pruned_loss=0.1225, over 2473447.06 frames. utt_duration=466.9 frames, utt_pad_proportion=0.08203, over 21255.23 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3555, pruned_loss=0.1186, over 2468307.71 frames. utt_duration=1193 frames, utt_pad_proportion=0.0803, over 8289.48 utterances.], giga_tot_loss[loss=0.3054, simple_loss=0.3638, pruned_loss=0.1235, over 2474332.24 frames. utt_duration=431.1 frames, utt_pad_proportion=0.08067, over 23034.98 utterances.], batch size: 34, lr: 9.39e-04
2022-08-21 06:43:40,709 INFO [train.py:927] (5/8) Epoch 2, batch 24000, giga_loss[loss=0.285, simple_loss=0.3554, pruned_loss=0.1073, over 12382.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03028, over 58.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.3602, pruned_loss=0.1212, over 2474102.45 frames. utt_duration=469 frames, utt_pad_proportion=0.07922, over 21167.21 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.3555, pruned_loss=0.1188, over 2468420.52 frames. utt_duration=1185 frames, utt_pad_proportion=0.08292, over 8343.81 utterances.], giga_tot_loss[loss=0.3026, simple_loss=0.3616, pruned_loss=0.1218, over 2474796.22 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07736, over 22836.24 utterances.], batch size: 58, lr: 9.38e-04
2022-08-21 06:43:40,710 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 06:43:54,397 INFO [train.py:967] (5/8) 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 06:45:43,295 INFO [train.py:927] (5/8) Epoch 2, batch 24050, giga_loss[loss=0.2626, simple_loss=0.3424, pruned_loss=0.09137, over 12300.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.03353, over 51.00 utterances.], tot_loss[loss=0.3011, simple_loss=0.3606, pruned_loss=0.1208, over 2474221.51 frames. utt_duration=461.3 frames, utt_pad_proportion=0.08203, over 21522.81 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3566, pruned_loss=0.119, over 2468576.36 frames. utt_duration=1170 frames, utt_pad_proportion=0.08603, over 8450.04 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3607, pruned_loss=0.1212, over 2474802.96 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07915, over 23171.34 utterances.], batch size: 51, lr: 9.38e-04
2022-08-21 06:47:36,326 INFO [train.py:927] (5/8) Epoch 2, batch 24100, giga_loss[loss=0.2767, simple_loss=0.3536, pruned_loss=0.09995, over 12450.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03374, over 105.00 utterances.], tot_loss[loss=0.2961, simple_loss=0.3587, pruned_loss=0.1168, over 2473968.89 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07635, over 20357.07 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3578, pruned_loss=0.1192, over 2468573.48 frames. utt_duration=1167 frames, utt_pad_proportion=0.08627, over 8471.79 utterances.], giga_tot_loss[loss=0.2957, simple_loss=0.3577, pruned_loss=0.1169, over 2474451.89 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07416, over 21684.34 utterances.], batch size: 105, lr: 9.37e-04
2022-08-21 06:49:21,313 INFO [train.py:927] (5/8) Epoch 2, batch 24150, giga_loss[loss=0.2927, simple_loss=0.3682, pruned_loss=0.1086, over 12380.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02606, over 66.00 utterances.], tot_loss[loss=0.2943, simple_loss=0.3582, pruned_loss=0.1152, over 2473445.61 frames. utt_duration=511.5 frames, utt_pad_proportion=0.0726, over 19397.02 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3571, pruned_loss=0.1189, over 2468394.55 frames. utt_duration=1172 frames, utt_pad_proportion=0.08439, over 8437.82 utterances.], giga_tot_loss[loss=0.2945, simple_loss=0.3581, pruned_loss=0.1155, over 2474187.19 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07151, over 20863.25 utterances.], batch size: 66, lr: 9.37e-04
2022-08-21 06:51:05,303 INFO [train.py:927] (5/8) Epoch 2, batch 24200, giga_loss[loss=0.2911, simple_loss=0.3532, pruned_loss=0.1145, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03699, over 123.00 utterances.], tot_loss[loss=0.2959, simple_loss=0.3584, pruned_loss=0.1167, over 2473343.86 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07165, over 19468.94 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3565, pruned_loss=0.1188, over 2468063.76 frames. utt_duration=1170 frames, utt_pad_proportion=0.08575, over 8449.64 utterances.], giga_tot_loss[loss=0.2965, simple_loss=0.3589, pruned_loss=0.117, over 2474432.20 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07021, over 21038.06 utterances.], batch size: 123, lr: 9.36e-04
2022-08-21 06:52:54,072 INFO [train.py:927] (5/8) Epoch 2, batch 24250, giga_loss[loss=0.2879, simple_loss=0.343, pruned_loss=0.1164, over 12395.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0444, over 146.00 utterances.], tot_loss[loss=0.2938, simple_loss=0.3557, pruned_loss=0.116, over 2473442.28 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06895, over 19640.37 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3558, pruned_loss=0.1184, over 2467925.27 frames. utt_duration=1175 frames, utt_pad_proportion=0.08456, over 8412.84 utterances.], giga_tot_loss[loss=0.2949, simple_loss=0.3567, pruned_loss=0.1165, over 2474541.89 frames. utt_duration=470.2 frames, utt_pad_proportion=0.06831, over 21114.91 utterances.], batch size: 146, lr: 9.36e-04
2022-08-21 06:54:42,473 INFO [train.py:927] (5/8) Epoch 2, batch 24300, giga_loss[loss=0.2889, simple_loss=0.3573, pruned_loss=0.1103, over 12445.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03462, over 43.00 utterances.], tot_loss[loss=0.2922, simple_loss=0.3546, pruned_loss=0.1149, over 2473458.74 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07316, over 19722.95 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3561, pruned_loss=0.1188, over 2468013.84 frames. utt_duration=1166 frames, utt_pad_proportion=0.08794, over 8477.30 utterances.], giga_tot_loss[loss=0.2924, simple_loss=0.3552, pruned_loss=0.1148, over 2474307.71 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07109, over 20983.58 utterances.], batch size: 43, lr: 9.36e-04
2022-08-21 06:56:26,589 INFO [train.py:927] (5/8) Epoch 2, batch 24350, giga_loss[loss=0.3245, simple_loss=0.3734, pruned_loss=0.1378, over 12428.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04898, over 161.00 utterances.], tot_loss[loss=0.2919, simple_loss=0.3545, pruned_loss=0.1147, over 2473456.38 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07165, over 19983.79 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.356, pruned_loss=0.1188, over 2467778.16 frames. utt_duration=1169 frames, utt_pad_proportion=0.08662, over 8454.90 utterances.], giga_tot_loss[loss=0.2921, simple_loss=0.355, pruned_loss=0.1146, over 2474428.01 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07045, over 21201.42 utterances.], batch size: 161, lr: 9.35e-04
2022-08-21 06:58:11,920 INFO [train.py:927] (5/8) Epoch 2, batch 24400, libri_loss[loss=0.2292, simple_loss=0.2934, pruned_loss=0.08244, over 12251.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.02812, over 27.00 utterances.], tot_loss[loss=0.2889, simple_loss=0.3516, pruned_loss=0.1131, over 2473182.40 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07034, over 19621.10 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3554, pruned_loss=0.1185, over 2467783.18 frames. utt_duration=1167 frames, utt_pad_proportion=0.08819, over 8468.56 utterances.], giga_tot_loss[loss=0.2894, simple_loss=0.3525, pruned_loss=0.1131, over 2474208.70 frames. utt_duration=472.3 frames, utt_pad_proportion=0.06856, over 21018.99 utterances.], batch size: 27, lr: 9.35e-04
2022-08-21 07:00:00,712 INFO [train.py:927] (5/8) Epoch 2, batch 24450, giga_loss[loss=0.294, simple_loss=0.3554, pruned_loss=0.1163, over 12370.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03418, over 104.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.3522, pruned_loss=0.1142, over 2474022.70 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07399, over 20238.31 utterances.], libri_tot_loss[loss=0.2964, simple_loss=0.3559, pruned_loss=0.1185, over 2468120.63 frames. utt_duration=1167 frames, utt_pad_proportion=0.08704, over 8469.30 utterances.], giga_tot_loss[loss=0.2903, simple_loss=0.3524, pruned_loss=0.1142, over 2474637.64 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07277, over 21569.39 utterances.], batch size: 104, lr: 9.34e-04
2022-08-21 07:01:45,286 INFO [train.py:927] (5/8) Epoch 2, batch 24500, libri_loss[loss=0.2504, simple_loss=0.3045, pruned_loss=0.09813, over 12482.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007568, over 29.00 utterances.], tot_loss[loss=0.2872, simple_loss=0.3491, pruned_loss=0.1127, over 2474368.28 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07379, over 19969.47 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3546, pruned_loss=0.118, over 2468096.01 frames. utt_duration=1177 frames, utt_pad_proportion=0.08461, over 8396.84 utterances.], giga_tot_loss[loss=0.288, simple_loss=0.3502, pruned_loss=0.1129, over 2475101.95 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07365, over 21548.76 utterances.], batch size: 29, lr: 9.34e-04
2022-08-21 07:03:32,094 INFO [train.py:927] (5/8) Epoch 2, batch 24550, giga_loss[loss=0.2549, simple_loss=0.3419, pruned_loss=0.08393, over 12282.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02649, over 54.00 utterances.], tot_loss[loss=0.2889, simple_loss=0.3504, pruned_loss=0.1137, over 2474121.33 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07047, over 20301.24 utterances.], libri_tot_loss[loss=0.295, simple_loss=0.3543, pruned_loss=0.1179, over 2467994.83 frames. utt_duration=1181 frames, utt_pad_proportion=0.08367, over 8371.02 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3515, pruned_loss=0.114, over 2474860.91 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07083, over 21723.51 utterances.], batch size: 54, lr: 9.33e-04
2022-08-21 07:05:15,771 INFO [train.py:927] (5/8) Epoch 2, batch 24600, giga_loss[loss=0.3106, simple_loss=0.3726, pruned_loss=0.1243, over 12368.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.03128, over 51.00 utterances.], tot_loss[loss=0.2873, simple_loss=0.3496, pruned_loss=0.1125, over 2473786.26 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06861, over 19996.24 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3539, pruned_loss=0.1179, over 2467770.61 frames. utt_duration=1180 frames, utt_pad_proportion=0.08331, over 8377.24 utterances.], giga_tot_loss[loss=0.288, simple_loss=0.3508, pruned_loss=0.1126, over 2474689.62 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06906, over 21331.55 utterances.], batch size: 51, lr: 9.33e-04
2022-08-21 07:07:03,417 INFO [train.py:927] (5/8) Epoch 2, batch 24650, giga_loss[loss=0.3219, simple_loss=0.3823, pruned_loss=0.1307, over 12363.00 frames. utt_duration=799 frames, utt_pad_proportion=0.02804, over 62.00 utterances.], tot_loss[loss=0.2909, simple_loss=0.3523, pruned_loss=0.1147, over 2473889.34 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07343, over 20335.98 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3539, pruned_loss=0.1179, over 2467726.04 frames. utt_duration=1178 frames, utt_pad_proportion=0.0832, over 8392.51 utterances.], giga_tot_loss[loss=0.2913, simple_loss=0.3532, pruned_loss=0.1147, over 2474698.51 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07352, over 21477.71 utterances.], batch size: 62, lr: 9.32e-04
2022-08-21 07:08:50,115 INFO [train.py:927] (5/8) Epoch 2, batch 24700, giga_loss[loss=0.3143, simple_loss=0.3748, pruned_loss=0.1269, over 12371.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.292, simple_loss=0.3529, pruned_loss=0.1156, over 2473811.18 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07144, over 19751.05 utterances.], libri_tot_loss[loss=0.2952, simple_loss=0.3545, pruned_loss=0.118, over 2467921.63 frames. utt_duration=1170 frames, utt_pad_proportion=0.08533, over 8447.68 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.3531, pruned_loss=0.1155, over 2474391.09 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07078, over 20832.32 utterances.], batch size: 58, lr: 9.32e-04
2022-08-21 07:10:35,089 INFO [train.py:927] (5/8) Epoch 2, batch 24750, libri_loss[loss=0.2873, simple_loss=0.3618, pruned_loss=0.1064, over 12451.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008746, over 39.00 utterances.], tot_loss[loss=0.294, simple_loss=0.3544, pruned_loss=0.1168, over 2474376.90 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06813, over 19519.30 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.356, pruned_loss=0.1185, over 2468072.79 frames. utt_duration=1173 frames, utt_pad_proportion=0.08354, over 8428.05 utterances.], giga_tot_loss[loss=0.2926, simple_loss=0.353, pruned_loss=0.1161, over 2474915.55 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06822, over 20830.70 utterances.], batch size: 39, lr: 9.31e-04
2022-08-21 07:12:22,462 INFO [train.py:927] (5/8) Epoch 2, batch 24800, giga_loss[loss=0.3771, simple_loss=0.4101, pruned_loss=0.172, over 12366.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06036, over 182.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.3546, pruned_loss=0.116, over 2474033.18 frames. utt_duration=504.3 frames, utt_pad_proportion=0.0685, over 19680.01 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3569, pruned_loss=0.1187, over 2468124.23 frames. utt_duration=1175 frames, utt_pad_proportion=0.08293, over 8410.80 utterances.], giga_tot_loss[loss=0.2916, simple_loss=0.3527, pruned_loss=0.1153, over 2474459.59 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06875, over 20834.06 utterances.], batch size: 182, lr: 9.31e-04
2022-08-21 07:14:05,516 INFO [train.py:927] (5/8) Epoch 2, batch 24850, giga_loss[loss=0.2698, simple_loss=0.3311, pruned_loss=0.1042, over 12352.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02919, over 91.00 utterances.], tot_loss[loss=0.29, simple_loss=0.3526, pruned_loss=0.1137, over 2473907.19 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06478, over 19336.92 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3567, pruned_loss=0.1188, over 2468114.80 frames. utt_duration=1177 frames, utt_pad_proportion=0.08165, over 8396.29 utterances.], giga_tot_loss[loss=0.2885, simple_loss=0.3511, pruned_loss=0.113, over 2474425.31 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06552, over 20592.59 utterances.], batch size: 91, lr: 9.31e-04
2022-08-21 07:15:52,290 INFO [train.py:927] (5/8) Epoch 2, batch 24900, giga_loss[loss=0.3134, simple_loss=0.375, pruned_loss=0.1259, over 12424.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06202, over 183.00 utterances.], tot_loss[loss=0.2888, simple_loss=0.3505, pruned_loss=0.1135, over 2474585.07 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07038, over 20173.48 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3568, pruned_loss=0.1191, over 2468183.58 frames. utt_duration=1168 frames, utt_pad_proportion=0.08575, over 8466.91 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3492, pruned_loss=0.1127, over 2474981.69 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06925, over 21207.86 utterances.], batch size: 183, lr: 9.30e-04
2022-08-21 07:17:37,354 INFO [train.py:927] (5/8) Epoch 2, batch 24950, giga_loss[loss=0.266, simple_loss=0.3401, pruned_loss=0.09601, over 12341.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03296, over 62.00 utterances.], tot_loss[loss=0.2899, simple_loss=0.3516, pruned_loss=0.1141, over 2474773.29 frames. utt_duration=496 frames, utt_pad_proportion=0.06954, over 20016.80 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3556, pruned_loss=0.1183, over 2468306.21 frames. utt_duration=1177 frames, utt_pad_proportion=0.08323, over 8402.46 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3515, pruned_loss=0.114, over 2475208.90 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06946, over 21345.98 utterances.], batch size: 62, lr: 9.30e-04
2022-08-21 07:19:24,949 INFO [train.py:927] (5/8) Epoch 2, batch 25000, giga_loss[loss=0.2858, simple_loss=0.3445, pruned_loss=0.1135, over 12389.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02691, over 48.00 utterances.], tot_loss[loss=0.2926, simple_loss=0.3551, pruned_loss=0.1151, over 2475116.50 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07264, over 21014.59 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.355, pruned_loss=0.1178, over 2468345.20 frames. utt_duration=1180 frames, utt_pad_proportion=0.08221, over 8379.94 utterances.], giga_tot_loss[loss=0.293, simple_loss=0.3555, pruned_loss=0.1153, over 2475599.04 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07259, over 22414.32 utterances.], batch size: 48, lr: 9.29e-04
2022-08-21 07:21:09,050 INFO [train.py:927] (5/8) Epoch 2, batch 25050, giga_loss[loss=0.2446, simple_loss=0.3257, pruned_loss=0.08178, over 12447.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04263, over 34.00 utterances.], tot_loss[loss=0.2952, simple_loss=0.3572, pruned_loss=0.1166, over 2475100.64 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07224, over 21016.82 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3549, pruned_loss=0.1175, over 2468259.10 frames. utt_duration=1183 frames, utt_pad_proportion=0.08113, over 8359.84 utterances.], giga_tot_loss[loss=0.2959, simple_loss=0.3576, pruned_loss=0.117, over 2475736.86 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07251, over 22504.09 utterances.], batch size: 34, lr: 9.29e-04
2022-08-21 07:22:56,936 INFO [train.py:927] (5/8) Epoch 2, batch 25100, giga_loss[loss=0.2516, simple_loss=0.3222, pruned_loss=0.09045, over 12372.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02817, over 66.00 utterances.], tot_loss[loss=0.2962, simple_loss=0.3575, pruned_loss=0.1175, over 2474926.52 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07176, over 21002.84 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.355, pruned_loss=0.1174, over 2468085.19 frames. utt_duration=1187 frames, utt_pad_proportion=0.0799, over 8330.86 utterances.], giga_tot_loss[loss=0.2967, simple_loss=0.3578, pruned_loss=0.1178, over 2475701.51 frames. utt_duration=443 frames, utt_pad_proportion=0.07234, over 22426.29 utterances.], batch size: 66, lr: 9.28e-04
2022-08-21 07:24:41,343 INFO [train.py:927] (5/8) Epoch 2, batch 25150, giga_loss[loss=0.2967, simple_loss=0.3561, pruned_loss=0.1186, over 12340.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03298, over 58.00 utterances.], tot_loss[loss=0.2943, simple_loss=0.3552, pruned_loss=0.1167, over 2475127.99 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07244, over 20784.20 utterances.], libri_tot_loss[loss=0.2945, simple_loss=0.3546, pruned_loss=0.1172, over 2468314.04 frames. utt_duration=1189 frames, utt_pad_proportion=0.07877, over 8314.40 utterances.], giga_tot_loss[loss=0.295, simple_loss=0.3558, pruned_loss=0.1171, over 2475664.34 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07322, over 22153.49 utterances.], batch size: 58, lr: 9.28e-04
2022-08-21 07:26:27,641 INFO [train.py:927] (5/8) Epoch 2, batch 25200, libri_loss[loss=0.2952, simple_loss=0.3723, pruned_loss=0.109, over 12280.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.008088, over 37.00 utterances.], tot_loss[loss=0.2949, simple_loss=0.3548, pruned_loss=0.1175, over 2475452.10 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07292, over 20969.14 utterances.], libri_tot_loss[loss=0.2942, simple_loss=0.3543, pruned_loss=0.117, over 2468285.94 frames. utt_duration=1192 frames, utt_pad_proportion=0.07759, over 8291.27 utterances.], giga_tot_loss[loss=0.2958, simple_loss=0.3555, pruned_loss=0.118, over 2476030.10 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07387, over 22295.17 utterances.], batch size: 37, lr: 9.27e-04
2022-08-21 07:28:12,862 INFO [train.py:927] (5/8) Epoch 2, batch 25250, giga_loss[loss=0.3061, simple_loss=0.3579, pruned_loss=0.1271, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0268, over 45.00 utterances.], tot_loss[loss=0.297, simple_loss=0.3559, pruned_loss=0.1191, over 2475970.63 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07565, over 21398.11 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3549, pruned_loss=0.1172, over 2468637.40 frames. utt_duration=1185 frames, utt_pad_proportion=0.08017, over 8346.17 utterances.], giga_tot_loss[loss=0.2973, simple_loss=0.356, pruned_loss=0.1193, over 2476318.82 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07547, over 22752.27 utterances.], batch size: 45, lr: 9.27e-04
2022-08-21 07:29:56,307 INFO [train.py:927] (5/8) Epoch 2, batch 25300, giga_loss[loss=0.2723, simple_loss=0.3514, pruned_loss=0.09663, over 12329.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03421, over 58.00 utterances.], tot_loss[loss=0.2944, simple_loss=0.3543, pruned_loss=0.1173, over 2475818.80 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07233, over 20467.28 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3549, pruned_loss=0.1173, over 2469030.14 frames. utt_duration=1177 frames, utt_pad_proportion=0.08238, over 8398.40 utterances.], giga_tot_loss[loss=0.2946, simple_loss=0.3543, pruned_loss=0.1174, over 2475996.33 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07141, over 21974.79 utterances.], batch size: 58, lr: 9.27e-04
2022-08-21 07:31:39,413 INFO [train.py:927] (5/8) Epoch 2, batch 25350, giga_loss[loss=0.4098, simple_loss=0.4156, pruned_loss=0.202, over 12362.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09867, over 256.00 utterances.], tot_loss[loss=0.2957, simple_loss=0.3556, pruned_loss=0.1179, over 2475096.51 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07232, over 20285.55 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3549, pruned_loss=0.1174, over 2469491.14 frames. utt_duration=1172 frames, utt_pad_proportion=0.08443, over 8440.60 utterances.], giga_tot_loss[loss=0.2958, simple_loss=0.3557, pruned_loss=0.118, over 2475015.64 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07074, over 21756.00 utterances.], batch size: 256, lr: 9.26e-04
2022-08-21 07:33:32,954 INFO [train.py:927] (5/8) Epoch 2, batch 25400, giga_loss[loss=0.2764, simple_loss=0.3557, pruned_loss=0.09855, over 12365.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03128, over 62.00 utterances.], tot_loss[loss=0.2968, simple_loss=0.3566, pruned_loss=0.1185, over 2475321.72 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07235, over 20664.84 utterances.], libri_tot_loss[loss=0.2942, simple_loss=0.3542, pruned_loss=0.1171, over 2469482.87 frames. utt_duration=1178 frames, utt_pad_proportion=0.08256, over 8394.97 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3572, pruned_loss=0.1188, over 2475389.33 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07167, over 22207.50 utterances.], batch size: 62, lr: 9.26e-04
2022-08-21 07:35:18,117 INFO [train.py:927] (5/8) Epoch 2, batch 25450, libri_loss[loss=0.4056, simple_loss=0.4263, pruned_loss=0.1925, over 12378.00 frames. utt_duration=397.6 frames, utt_pad_proportion=0.3806, over 125.00 utterances.], tot_loss[loss=0.2986, simple_loss=0.3593, pruned_loss=0.1189, over 2474826.39 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07879, over 21335.71 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3544, pruned_loss=0.1175, over 2469448.76 frames. utt_duration=1168 frames, utt_pad_proportion=0.0865, over 8467.13 utterances.], giga_tot_loss[loss=0.2986, simple_loss=0.3597, pruned_loss=0.1188, over 2475015.25 frames. utt_duration=436 frames, utt_pad_proportion=0.07631, over 22784.39 utterances.], batch size: 125, lr: 9.25e-04
2022-08-21 07:37:02,581 INFO [train.py:927] (5/8) Epoch 2, batch 25500, libri_loss[loss=0.3466, simple_loss=0.3895, pruned_loss=0.1519, over 12415.00 frames. utt_duration=765.5 frames, utt_pad_proportion=0.1291, over 65.00 utterances.], tot_loss[loss=0.2991, simple_loss=0.3602, pruned_loss=0.119, over 2475169.72 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07843, over 20918.66 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.3543, pruned_loss=0.1174, over 2469717.84 frames. utt_duration=1158 frames, utt_pad_proportion=0.08934, over 8543.92 utterances.], giga_tot_loss[loss=0.2993, simple_loss=0.3607, pruned_loss=0.119, over 2475201.64 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07525, over 22287.50 utterances.], batch size: 65, lr: 9.25e-04
2022-08-21 07:38:45,867 INFO [train.py:927] (5/8) Epoch 2, batch 25550, giga_loss[loss=0.2599, simple_loss=0.3303, pruned_loss=0.09475, over 12386.00 frames. utt_duration=973.3 frames, utt_pad_proportion=0.02964, over 51.00 utterances.], tot_loss[loss=0.303, simple_loss=0.362, pruned_loss=0.1219, over 2474418.78 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08549, over 22221.75 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3545, pruned_loss=0.1177, over 2469612.64 frames. utt_duration=1159 frames, utt_pad_proportion=0.08803, over 8534.04 utterances.], giga_tot_loss[loss=0.3031, simple_loss=0.3624, pruned_loss=0.1218, over 2474689.25 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08303, over 23669.09 utterances.], batch size: 51, lr: 9.24e-04
2022-08-21 07:40:30,273 INFO [train.py:927] (5/8) Epoch 2, batch 25600, giga_loss[loss=0.2685, simple_loss=0.3438, pruned_loss=0.09659, over 12266.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02948, over 42.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.3606, pruned_loss=0.1198, over 2475162.84 frames. utt_duration=443.3 frames, utt_pad_proportion=0.08527, over 22411.25 utterances.], libri_tot_loss[loss=0.2942, simple_loss=0.3539, pruned_loss=0.1173, over 2469758.14 frames. utt_duration=1164 frames, utt_pad_proportion=0.08714, over 8501.17 utterances.], giga_tot_loss[loss=0.3009, simple_loss=0.3616, pruned_loss=0.1201, over 2475315.86 frames. utt_duration=418.1 frames, utt_pad_proportion=0.08363, over 23767.67 utterances.], batch size: 42, lr: 9.24e-04
2022-08-21 07:42:14,292 INFO [train.py:927] (5/8) Epoch 2, batch 25650, giga_loss[loss=0.2426, simple_loss=0.32, pruned_loss=0.08262, over 12407.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.0432, over 31.00 utterances.], tot_loss[loss=0.2967, simple_loss=0.3595, pruned_loss=0.1169, over 2475215.18 frames. utt_duration=480.8 frames, utt_pad_proportion=0.08018, over 20656.94 utterances.], libri_tot_loss[loss=0.294, simple_loss=0.3539, pruned_loss=0.1171, over 2469661.68 frames. utt_duration=1169 frames, utt_pad_proportion=0.08557, over 8463.16 utterances.], giga_tot_loss[loss=0.2976, simple_loss=0.3604, pruned_loss=0.1174, over 2475603.62 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0796, over 22192.60 utterances.], batch size: 31, lr: 9.23e-04
2022-08-21 07:43:58,226 INFO [train.py:927] (5/8) Epoch 2, batch 25700, giga_loss[loss=0.2675, simple_loss=0.3347, pruned_loss=0.1001, over 12417.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2959, simple_loss=0.3586, pruned_loss=0.1166, over 2475185.20 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07955, over 20728.34 utterances.], libri_tot_loss[loss=0.2932, simple_loss=0.3533, pruned_loss=0.1166, over 2469948.28 frames. utt_duration=1167 frames, utt_pad_proportion=0.08517, over 8477.66 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3601, pruned_loss=0.1174, over 2475375.53 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07922, over 22219.44 utterances.], batch size: 75, lr: 9.23e-04
2022-08-21 07:45:45,697 INFO [train.py:927] (5/8) Epoch 2, batch 25750, libri_loss[loss=0.2785, simple_loss=0.3394, pruned_loss=0.1088, over 12342.00 frames. utt_duration=761 frames, utt_pad_proportion=0.1362, over 65.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3588, pruned_loss=0.119, over 2474956.70 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08611, over 22632.57 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.3534, pruned_loss=0.1167, over 2470042.11 frames. utt_duration=1159 frames, utt_pad_proportion=0.08581, over 8532.29 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.36, pruned_loss=0.1195, over 2475099.48 frames. utt_duration=414.9 frames, utt_pad_proportion=0.08528, over 23945.63 utterances.], batch size: 65, lr: 9.23e-04
2022-08-21 07:47:31,150 INFO [train.py:927] (5/8) Epoch 2, batch 25800, giga_loss[loss=0.3081, simple_loss=0.351, pruned_loss=0.1326, over 12398.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07817, over 213.00 utterances.], tot_loss[loss=0.2943, simple_loss=0.3546, pruned_loss=0.117, over 2474581.68 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08797, over 22543.48 utterances.], libri_tot_loss[loss=0.2915, simple_loss=0.3515, pruned_loss=0.1157, over 2470008.08 frames. utt_duration=1171 frames, utt_pad_proportion=0.08375, over 8450.33 utterances.], giga_tot_loss[loss=0.2971, simple_loss=0.3574, pruned_loss=0.1183, over 2474968.72 frames. utt_duration=408.6 frames, utt_pad_proportion=0.08781, over 24313.41 utterances.], batch size: 213, lr: 9.22e-04
2022-08-21 07:49:11,457 INFO [train.py:927] (5/8) Epoch 2, batch 25850, giga_loss[loss=0.2749, simple_loss=0.3469, pruned_loss=0.1015, over 12450.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04265, over 114.00 utterances.], tot_loss[loss=0.292, simple_loss=0.3526, pruned_loss=0.1157, over 2475099.31 frames. utt_duration=450.1 frames, utt_pad_proportion=0.08293, over 22069.17 utterances.], libri_tot_loss[loss=0.2911, simple_loss=0.3511, pruned_loss=0.1156, over 2469896.95 frames. utt_duration=1175 frames, utt_pad_proportion=0.08259, over 8420.59 utterances.], giga_tot_loss[loss=0.2946, simple_loss=0.3552, pruned_loss=0.117, over 2475601.91 frames. utt_duration=418.3 frames, utt_pad_proportion=0.08351, over 23757.96 utterances.], batch size: 114, lr: 9.22e-04
2022-08-21 07:50:52,294 INFO [train.py:927] (5/8) Epoch 2, batch 25900, giga_loss[loss=0.2979, simple_loss=0.3576, pruned_loss=0.1191, over 12418.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.0525, over 162.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3501, pruned_loss=0.1121, over 2474679.12 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07529, over 21573.09 utterances.], libri_tot_loss[loss=0.2913, simple_loss=0.3513, pruned_loss=0.1156, over 2469545.50 frames. utt_duration=1178 frames, utt_pad_proportion=0.08139, over 8393.22 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.352, pruned_loss=0.113, over 2475520.05 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07663, over 23257.10 utterances.], batch size: 162, lr: 9.21e-04
2022-08-21 07:52:43,656 INFO [train.py:927] (5/8) Epoch 2, batch 25950, giga_loss[loss=0.2788, simple_loss=0.3346, pruned_loss=0.1115, over 12410.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03931, over 133.00 utterances.], tot_loss[loss=0.2854, simple_loss=0.3485, pruned_loss=0.1112, over 2475074.23 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07713, over 21915.97 utterances.], libri_tot_loss[loss=0.2915, simple_loss=0.3514, pruned_loss=0.1158, over 2469830.34 frames. utt_duration=1167 frames, utt_pad_proportion=0.08522, over 8479.13 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3499, pruned_loss=0.1116, over 2475575.38 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07684, over 23423.57 utterances.], batch size: 133, lr: 9.21e-04
2022-08-21 07:54:25,339 INFO [train.py:927] (5/8) Epoch 2, batch 26000, giga_loss[loss=0.2825, simple_loss=0.3518, pruned_loss=0.1066, over 12241.00 frames. utt_duration=1884 frames, utt_pad_proportion=0.04823, over 26.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3462, pruned_loss=0.1096, over 2475450.66 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07148, over 20761.74 utterances.], libri_tot_loss[loss=0.292, simple_loss=0.352, pruned_loss=0.116, over 2469981.58 frames. utt_duration=1168 frames, utt_pad_proportion=0.08411, over 8466.74 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3466, pruned_loss=0.1097, over 2475814.79 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07187, over 22205.84 utterances.], batch size: 26, lr: 9.20e-04
2022-08-21 07:56:07,339 INFO [train.py:927] (5/8) Epoch 2, batch 26050, giga_loss[loss=0.2896, simple_loss=0.3406, pruned_loss=0.1193, over 12352.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2144, over 374.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3479, pruned_loss=0.1101, over 2475990.08 frames. utt_duration=462.5 frames, utt_pad_proportion=0.0769, over 21482.66 utterances.], libri_tot_loss[loss=0.2926, simple_loss=0.353, pruned_loss=0.116, over 2469806.31 frames. utt_duration=1170 frames, utt_pad_proportion=0.08345, over 8453.11 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3473, pruned_loss=0.1101, over 2476478.79 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07708, over 22737.56 utterances.], batch size: 374, lr: 9.20e-04
2022-08-21 07:57:48,450 INFO [train.py:927] (5/8) Epoch 2, batch 26100, giga_loss[loss=0.3188, simple_loss=0.3614, pruned_loss=0.1381, over 12355.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2103, over 372.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3479, pruned_loss=0.1102, over 2475696.64 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07976, over 21672.03 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3535, pruned_loss=0.1158, over 2469927.70 frames. utt_duration=1176 frames, utt_pad_proportion=0.08235, over 8413.44 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3469, pruned_loss=0.1103, over 2476076.34 frames. utt_duration=433.5 frames, utt_pad_proportion=0.08005, over 22922.14 utterances.], batch size: 372, lr: 9.20e-04
2022-08-21 07:59:30,880 INFO [train.py:927] (5/8) Epoch 2, batch 26150, giga_loss[loss=0.2688, simple_loss=0.3441, pruned_loss=0.09679, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02716, over 45.00 utterances.], tot_loss[loss=0.2882, simple_loss=0.351, pruned_loss=0.1127, over 2475260.06 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08572, over 22032.62 utterances.], libri_tot_loss[loss=0.2944, simple_loss=0.3547, pruned_loss=0.117, over 2470142.43 frames. utt_duration=1125 frames, utt_pad_proportion=0.1002, over 8798.26 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.349, pruned_loss=0.1116, over 2475488.67 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07926, over 22983.82 utterances.], batch size: 45, lr: 9.19e-04
2022-08-21 08:00:16,859 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-21 08:02:46,693 INFO [train.py:927] (5/8) Epoch 3, batch 50, giga_loss[loss=0.2491, simple_loss=0.3328, pruned_loss=0.08268, over 12313.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03129, over 28.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3477, pruned_loss=0.09731, over 547297.12 frames. utt_duration=592.6 frames, utt_pad_proportion=0.06813, over 3703.26 utterances.], libri_tot_loss[loss=0.2644, simple_loss=0.3393, pruned_loss=0.09473, over 60986.22 frames. utt_duration=935.5 frames, utt_pad_proportion=0.1693, over 261.20 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3486, pruned_loss=0.09755, over 498626.71 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06073, over 3500.62 utterances.], batch size: 28, lr: 9.12e-04
2022-08-21 08:04:30,691 INFO [train.py:927] (5/8) Epoch 3, batch 100, giga_loss[loss=0.1919, simple_loss=0.2732, pruned_loss=0.05525, over 12321.00 frames. utt_duration=748 frames, utt_pad_proportion=0.03111, over 66.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3282, pruned_loss=0.08894, over 974153.79 frames. utt_duration=547.8 frames, utt_pad_proportion=0.07154, over 7132.48 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3536, pruned_loss=0.09316, over 132408.83 frames. utt_duration=996.5 frames, utt_pad_proportion=0.1659, over 532.33 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3249, pruned_loss=0.08859, over 889374.10 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06562, over 6877.67 utterances.], batch size: 66, lr: 9.11e-04
2022-08-21 08:06:13,042 INFO [train.py:927] (5/8) Epoch 3, batch 150, giga_loss[loss=0.2068, simple_loss=0.2811, pruned_loss=0.06629, over 12389.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04466, over 146.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3137, pruned_loss=0.08054, over 1307094.10 frames. utt_duration=533 frames, utt_pad_proportion=0.07181, over 9837.38 utterances.], libri_tot_loss[loss=0.276, simple_loss=0.3664, pruned_loss=0.09281, over 189899.74 frames. utt_duration=1123 frames, utt_pad_proportion=0.1296, over 677.48 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3075, pruned_loss=0.07945, over 1210251.77 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06941, over 9687.03 utterances.], batch size: 146, lr: 9.11e-04
2022-08-21 08:07:55,709 INFO [train.py:927] (5/8) Epoch 3, batch 200, giga_loss[loss=0.1841, simple_loss=0.2662, pruned_loss=0.05104, over 12380.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03359, over 80.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3029, pruned_loss=0.07665, over 1565928.86 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06889, over 11993.36 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3561, pruned_loss=0.09305, over 279523.22 frames. utt_duration=1178 frames, utt_pad_proportion=0.09533, over 950.64 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.2962, pruned_loss=0.07474, over 1450433.99 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06844, over 11989.15 utterances.], batch size: 80, lr: 9.11e-04
2022-08-21 08:09:38,841 INFO [train.py:927] (5/8) Epoch 3, batch 250, giga_loss[loss=0.2587, simple_loss=0.3135, pruned_loss=0.1019, over 12365.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1023, over 257.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.2937, pruned_loss=0.07267, over 1766899.28 frames. utt_duration=514 frames, utt_pad_proportion=0.0693, over 13789.18 utterances.], libri_tot_loss[loss=0.2616, simple_loss=0.3452, pruned_loss=0.08903, over 333808.19 frames. utt_duration=1235 frames, utt_pad_proportion=0.08262, over 1082.59 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2885, pruned_loss=0.07117, over 1656809.77 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06962, over 13944.20 utterances.], batch size: 257, lr: 9.10e-04
2022-08-21 08:11:20,704 INFO [train.py:927] (5/8) Epoch 3, batch 300, giga_loss[loss=0.1735, simple_loss=0.253, pruned_loss=0.04704, over 12390.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02952, over 58.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2875, pruned_loss=0.06963, over 1923910.20 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06557, over 14598.35 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3413, pruned_loss=0.08809, over 365659.42 frames. utt_duration=1243 frames, utt_pad_proportion=0.07844, over 1177.87 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2831, pruned_loss=0.06823, over 1828650.37 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06605, over 14814.51 utterances.], batch size: 58, lr: 9.10e-04
2022-08-21 08:13:01,483 INFO [train.py:927] (5/8) Epoch 3, batch 350, giga_loss[loss=0.2316, simple_loss=0.298, pruned_loss=0.08257, over 12364.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06595, over 183.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2848, pruned_loss=0.06847, over 2046578.68 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06765, over 15976.39 utterances.], libri_tot_loss[loss=0.2593, simple_loss=0.3414, pruned_loss=0.08862, over 417886.98 frames. utt_duration=1244 frames, utt_pad_proportion=0.07072, over 1344.95 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2798, pruned_loss=0.06672, over 1959661.84 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06837, over 16309.57 utterances.], batch size: 183, lr: 9.09e-04
2022-08-21 08:14:43,358 INFO [train.py:927] (5/8) Epoch 3, batch 400, giga_loss[loss=0.1636, simple_loss=0.2467, pruned_loss=0.04024, over 12311.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02895, over 74.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2806, pruned_loss=0.06617, over 2140586.08 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06741, over 16100.40 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3398, pruned_loss=0.08851, over 478437.63 frames. utt_duration=1275 frames, utt_pad_proportion=0.06244, over 1502.75 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2752, pruned_loss=0.06413, over 2061001.99 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06859, over 16599.48 utterances.], batch size: 74, lr: 9.09e-04
2022-08-21 08:16:26,699 INFO [train.py:927] (5/8) Epoch 3, batch 450, giga_loss[loss=0.2053, simple_loss=0.2719, pruned_loss=0.06934, over 12395.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.0736, over 212.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2774, pruned_loss=0.06438, over 2214017.46 frames. utt_duration=515.5 frames, utt_pad_proportion=0.07087, over 17229.67 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3443, pruned_loss=0.08889, over 507980.68 frames. utt_duration=1280 frames, utt_pad_proportion=0.05928, over 1589.77 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2713, pruned_loss=0.06235, over 2147419.63 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07189, over 17743.28 utterances.], batch size: 212, lr: 9.08e-04
2022-08-21 08:18:08,480 INFO [train.py:927] (5/8) Epoch 3, batch 500, giga_loss[loss=0.282, simple_loss=0.3562, pruned_loss=0.1039, over 12332.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03093, over 91.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2854, pruned_loss=0.06899, over 2272120.49 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06989, over 17521.35 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3409, pruned_loss=0.08732, over 565814.90 frames. utt_duration=1303 frames, utt_pad_proportion=0.05338, over 1739.24 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2797, pruned_loss=0.06724, over 2212924.62 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07139, over 18238.55 utterances.], batch size: 91, lr: 9.08e-04
2022-08-21 08:19:53,280 INFO [train.py:927] (5/8) Epoch 3, batch 550, giga_loss[loss=0.3079, simple_loss=0.3705, pruned_loss=0.1227, over 12422.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03883, over 105.00 utterances.], tot_loss[loss=0.225, simple_loss=0.2983, pruned_loss=0.07586, over 2316303.00 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06767, over 17483.05 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3388, pruned_loss=0.08689, over 613252.19 frames. utt_duration=1289 frames, utt_pad_proportion=0.05314, over 1905.88 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.2935, pruned_loss=0.07437, over 2264898.45 frames. utt_duration=498 frames, utt_pad_proportion=0.06912, over 18246.25 utterances.], batch size: 105, lr: 9.08e-04
2022-08-21 08:21:37,178 INFO [train.py:927] (5/8) Epoch 3, batch 600, giga_loss[loss=0.2669, simple_loss=0.3422, pruned_loss=0.09578, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05234, over 161.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3068, pruned_loss=0.0796, over 2349863.31 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06399, over 17692.15 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3391, pruned_loss=0.08724, over 622335.93 frames. utt_duration=1290 frames, utt_pad_proportion=0.05229, over 1931.35 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.303, pruned_loss=0.07841, over 2309222.02 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06535, over 18333.73 utterances.], batch size: 161, lr: 9.07e-04
2022-08-21 08:23:18,688 INFO [train.py:927] (5/8) Epoch 3, batch 650, giga_loss[loss=0.267, simple_loss=0.3459, pruned_loss=0.09405, over 12351.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03205, over 85.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3114, pruned_loss=0.08121, over 2377662.03 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06091, over 17783.43 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3382, pruned_loss=0.08819, over 677138.36 frames. utt_duration=1304 frames, utt_pad_proportion=0.04839, over 2078.73 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3078, pruned_loss=0.07983, over 2342150.14 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06259, over 18591.57 utterances.], batch size: 85, lr: 9.07e-04
2022-08-21 08:25:02,341 INFO [train.py:927] (5/8) Epoch 3, batch 700, giga_loss[loss=0.2488, simple_loss=0.3227, pruned_loss=0.08742, over 12375.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03977, over 113.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3159, pruned_loss=0.0841, over 2399367.84 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05839, over 18246.63 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3365, pruned_loss=0.08764, over 730036.92 frames. utt_duration=1315 frames, utt_pad_proportion=0.04454, over 2222.56 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3129, pruned_loss=0.08302, over 2368913.65 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0603, over 19180.12 utterances.], batch size: 113, lr: 9.06e-04
2022-08-21 08:26:44,204 INFO [train.py:927] (5/8) Epoch 3, batch 750, libri_loss[loss=0.2248, simple_loss=0.3119, pruned_loss=0.06886, over 12232.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008221, over 29.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3207, pruned_loss=0.08648, over 2415847.07 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06213, over 18604.56 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3345, pruned_loss=0.08699, over 781684.45 frames. utt_duration=1328 frames, utt_pad_proportion=0.04227, over 2357.14 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3185, pruned_loss=0.08579, over 2389706.57 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06381, over 19665.86 utterances.], batch size: 29, lr: 9.06e-04
2022-08-21 08:28:26,372 INFO [train.py:927] (5/8) Epoch 3, batch 800, libri_loss[loss=0.3069, simple_loss=0.3739, pruned_loss=0.12, over 12389.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008019, over 38.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3242, pruned_loss=0.08726, over 2428560.18 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05825, over 18083.26 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.334, pruned_loss=0.08715, over 839743.68 frames. utt_duration=1330 frames, utt_pad_proportion=0.03994, over 2529.04 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3222, pruned_loss=0.08663, over 2406126.48 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06035, over 19283.08 utterances.], batch size: 38, lr: 9.05e-04
2022-08-21 08:30:09,562 INFO [train.py:927] (5/8) Epoch 3, batch 850, giga_loss[loss=0.2179, simple_loss=0.3043, pruned_loss=0.06571, over 12385.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04325, over 37.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3256, pruned_loss=0.08629, over 2437945.75 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05756, over 17527.86 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3351, pruned_loss=0.08744, over 856058.36 frames. utt_duration=1275 frames, utt_pad_proportion=0.05657, over 2689.50 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3236, pruned_loss=0.0857, over 2419938.69 frames. utt_duration=525.7 frames, utt_pad_proportion=0.05741, over 18465.10 utterances.], batch size: 37, lr: 9.05e-04
2022-08-21 08:31:52,203 INFO [train.py:927] (5/8) Epoch 3, batch 900, giga_loss[loss=0.3482, simple_loss=0.3993, pruned_loss=0.1485, over 12378.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04576, over 146.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3264, pruned_loss=0.08645, over 2445241.81 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05727, over 17105.28 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3353, pruned_loss=0.08752, over 880070.10 frames. utt_duration=1282 frames, utt_pad_proportion=0.05479, over 2748.90 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3246, pruned_loss=0.08594, over 2430717.45 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05743, over 17996.30 utterances.], batch size: 146, lr: 9.05e-04
2022-08-21 08:33:37,573 INFO [train.py:927] (5/8) Epoch 3, batch 950, giga_loss[loss=0.2783, simple_loss=0.3403, pruned_loss=0.1081, over 12337.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03451, over 51.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3314, pruned_loss=0.09012, over 2452117.88 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05425, over 16350.92 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3412, pruned_loss=0.08943, over 935538.64 frames. utt_duration=1284 frames, utt_pad_proportion=0.05209, over 2918.14 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3276, pruned_loss=0.08903, over 2439155.59 frames. utt_duration=563.9 frames, utt_pad_proportion=0.05497, over 17349.88 utterances.], batch size: 51, lr: 9.04e-04
2022-08-21 08:35:20,293 INFO [train.py:927] (5/8) Epoch 3, batch 1000, giga_loss[loss=0.2546, simple_loss=0.3232, pruned_loss=0.09302, over 12423.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05525, over 162.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3317, pruned_loss=0.09171, over 2457077.49 frames. utt_duration=592.1 frames, utt_pad_proportion=0.05495, over 16641.46 utterances.], libri_tot_loss[loss=0.2591, simple_loss=0.3396, pruned_loss=0.08933, over 1003799.98 frames. utt_duration=1290 frames, utt_pad_proportion=0.04864, over 3115.09 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3288, pruned_loss=0.09094, over 2445383.84 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05602, over 17823.50 utterances.], batch size: 162, lr: 9.04e-04
2022-08-21 08:37:02,630 INFO [train.py:927] (5/8) Epoch 3, batch 1050, giga_loss[loss=0.2001, simple_loss=0.2866, pruned_loss=0.05679, over 12312.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03466, over 51.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3297, pruned_loss=0.0914, over 2460418.19 frames. utt_duration=571 frames, utt_pad_proportion=0.05453, over 17282.94 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3382, pruned_loss=0.08904, over 1025184.09 frames. utt_duration=1298 frames, utt_pad_proportion=0.04743, over 3162.10 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3279, pruned_loss=0.09094, over 2451471.00 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05558, over 18360.06 utterances.], batch size: 51, lr: 9.03e-04
2022-08-21 08:38:48,555 INFO [train.py:927] (5/8) Epoch 3, batch 1100, giga_loss[loss=0.2816, simple_loss=0.3381, pruned_loss=0.1125, over 12390.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07371, over 212.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3281, pruned_loss=0.09078, over 2464441.27 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05758, over 17858.55 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3386, pruned_loss=0.08934, over 1039703.05 frames. utt_duration=1296 frames, utt_pad_proportion=0.04673, over 3213.35 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3265, pruned_loss=0.09033, over 2457246.75 frames. utt_duration=524.8 frames, utt_pad_proportion=0.05837, over 18781.54 utterances.], batch size: 212, lr: 9.03e-04
2022-08-21 08:40:33,791 INFO [train.py:927] (5/8) Epoch 3, batch 1150, giga_loss[loss=0.2398, simple_loss=0.3205, pruned_loss=0.07951, over 12343.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03422, over 51.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.324, pruned_loss=0.08872, over 2466725.55 frames. utt_duration=533 frames, utt_pad_proportion=0.06067, over 18564.66 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3385, pruned_loss=0.08943, over 1088898.84 frames. utt_duration=1295 frames, utt_pad_proportion=0.04461, over 3366.71 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3223, pruned_loss=0.08832, over 2460937.47 frames. utt_duration=502.2 frames, utt_pad_proportion=0.0617, over 19660.33 utterances.], batch size: 51, lr: 9.03e-04
2022-08-21 08:42:20,108 INFO [train.py:927] (5/8) Epoch 3, batch 1200, giga_loss[loss=0.2352, simple_loss=0.2899, pruned_loss=0.09021, over 12348.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2049, over 374.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3194, pruned_loss=0.08641, over 2468626.82 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06931, over 19774.17 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3389, pruned_loss=0.08945, over 1122839.28 frames. utt_duration=1306 frames, utt_pad_proportion=0.04302, over 3442.88 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3174, pruned_loss=0.08603, over 2464180.27 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07002, over 20941.93 utterances.], batch size: 374, lr: 9.02e-04
2022-08-21 08:44:13,080 INFO [train.py:927] (5/8) Epoch 3, batch 1250, giga_loss[loss=0.2247, simple_loss=0.3003, pruned_loss=0.07461, over 12343.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03195, over 104.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3178, pruned_loss=0.08527, over 2469788.42 frames. utt_duration=514 frames, utt_pad_proportion=0.06735, over 19275.85 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3383, pruned_loss=0.08921, over 1142866.26 frames. utt_duration=1299 frames, utt_pad_proportion=0.04383, over 3522.01 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3162, pruned_loss=0.08501, over 2466335.62 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06804, over 20340.19 utterances.], batch size: 104, lr: 9.02e-04
2022-08-21 08:45:56,608 INFO [train.py:927] (5/8) Epoch 3, batch 1300, giga_loss[loss=0.2185, simple_loss=0.287, pruned_loss=0.07502, over 12467.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03287, over 86.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.314, pruned_loss=0.0837, over 2470227.93 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06554, over 18038.05 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3383, pruned_loss=0.08928, over 1149539.93 frames. utt_duration=1301 frames, utt_pad_proportion=0.04347, over 3538.40 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3126, pruned_loss=0.08345, over 2467494.85 frames. utt_duration=523 frames, utt_pad_proportion=0.0663, over 18924.80 utterances.], batch size: 86, lr: 9.01e-04
2022-08-21 08:47:40,206 INFO [train.py:927] (5/8) Epoch 3, batch 1350, giga_loss[loss=0.2048, simple_loss=0.2824, pruned_loss=0.0636, over 12306.00 frames. utt_duration=1173 frames, utt_pad_proportion=0.02559, over 42.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3115, pruned_loss=0.08295, over 2470101.46 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06391, over 17509.35 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3379, pruned_loss=0.08992, over 1188456.33 frames. utt_duration=1305 frames, utt_pad_proportion=0.04155, over 3647.91 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3099, pruned_loss=0.08231, over 2468102.57 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06516, over 18501.42 utterances.], batch size: 42, lr: 9.01e-04
2022-08-21 08:49:20,720 INFO [train.py:927] (5/8) Epoch 3, batch 1400, giga_loss[loss=0.2691, simple_loss=0.3142, pruned_loss=0.112, over 12375.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.04627, over 34.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3078, pruned_loss=0.08148, over 2470872.95 frames. utt_duration=574.9 frames, utt_pad_proportion=0.06531, over 17235.49 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.337, pruned_loss=0.08985, over 1226395.55 frames. utt_duration=1286 frames, utt_pad_proportion=0.0497, over 3819.03 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3062, pruned_loss=0.08079, over 2469291.36 frames. utt_duration=543 frames, utt_pad_proportion=0.06496, over 18238.91 utterances.], batch size: 34, lr: 9.01e-04
2022-08-21 08:51:04,022 INFO [train.py:927] (5/8) Epoch 3, batch 1450, giga_loss[loss=0.1952, simple_loss=0.2742, pruned_loss=0.0581, over 12377.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02793, over 66.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.304, pruned_loss=0.07944, over 2471957.22 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06257, over 16999.19 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3359, pruned_loss=0.08936, over 1263182.26 frames. utt_duration=1299 frames, utt_pad_proportion=0.0477, over 3894.36 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3024, pruned_loss=0.0789, over 2470762.72 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06298, over 18090.56 utterances.], batch size: 66, lr: 9.00e-04
2022-08-21 08:52:46,493 INFO [train.py:927] (5/8) Epoch 3, batch 1500, giga_loss[loss=0.2217, simple_loss=0.2901, pruned_loss=0.07662, over 12277.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02691, over 54.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3011, pruned_loss=0.07806, over 2471723.28 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06613, over 17280.46 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3364, pruned_loss=0.08961, over 1281211.97 frames. utt_duration=1302 frames, utt_pad_proportion=0.04669, over 3940.66 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.2992, pruned_loss=0.07736, over 2470801.17 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06653, over 18275.17 utterances.], batch size: 54, lr: 9.00e-04
2022-08-21 08:54:29,999 INFO [train.py:927] (5/8) Epoch 3, batch 1550, giga_loss[loss=0.2752, simple_loss=0.3405, pruned_loss=0.105, over 12353.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03022, over 85.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3013, pruned_loss=0.07851, over 2471386.73 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06561, over 16935.60 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3364, pruned_loss=0.09014, over 1304893.05 frames. utt_duration=1302 frames, utt_pad_proportion=0.04587, over 4013.30 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.2991, pruned_loss=0.0775, over 2470622.91 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06629, over 17901.40 utterances.], batch size: 85, lr: 8.99e-04
2022-08-21 08:56:12,950 INFO [train.py:927] (5/8) Epoch 3, batch 1600, libri_loss[loss=0.2133, simple_loss=0.2948, pruned_loss=0.06586, over 12288.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00608, over 32.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3067, pruned_loss=0.08178, over 2472282.45 frames. utt_duration=595 frames, utt_pad_proportion=0.06016, over 16663.23 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3348, pruned_loss=0.08918, over 1345249.99 frames. utt_duration=1308 frames, utt_pad_proportion=0.04407, over 4117.22 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3048, pruned_loss=0.08113, over 2471549.67 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0616, over 17745.47 utterances.], batch size: 32, lr: 8.99e-04
2022-08-21 08:57:55,751 INFO [train.py:927] (5/8) Epoch 3, batch 1650, giga_loss[loss=0.2739, simple_loss=0.3499, pruned_loss=0.09894, over 12331.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03388, over 97.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3153, pruned_loss=0.08629, over 2472081.10 frames. utt_duration=570 frames, utt_pad_proportion=0.06097, over 17393.06 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3347, pruned_loss=0.08914, over 1383984.21 frames. utt_duration=1305 frames, utt_pad_proportion=0.04269, over 4246.36 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.313, pruned_loss=0.08563, over 2471601.08 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06251, over 18548.98 utterances.], batch size: 97, lr: 8.98e-04
2022-08-21 08:59:38,716 INFO [train.py:927] (5/8) Epoch 3, batch 1700, giga_loss[loss=0.2527, simple_loss=0.3292, pruned_loss=0.0881, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03311, over 39.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.323, pruned_loss=0.08945, over 2472169.98 frames. utt_duration=548 frames, utt_pad_proportion=0.06424, over 18095.68 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3357, pruned_loss=0.08913, over 1410762.52 frames. utt_duration=1309 frames, utt_pad_proportion=0.0414, over 4316.51 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3203, pruned_loss=0.08893, over 2471927.68 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06572, over 19272.46 utterances.], batch size: 39, lr: 8.98e-04
2022-08-21 09:01:18,027 INFO [train.py:927] (5/8) Epoch 3, batch 1750, giga_loss[loss=0.2254, simple_loss=0.3111, pruned_loss=0.0699, over 12007.00 frames. utt_duration=1923 frames, utt_pad_proportion=0.03389, over 25.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3277, pruned_loss=0.09235, over 2471908.45 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06723, over 18391.49 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3353, pruned_loss=0.08905, over 1447058.76 frames. utt_duration=1299 frames, utt_pad_proportion=0.04268, over 4461.41 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3256, pruned_loss=0.09208, over 2471979.93 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06831, over 19661.42 utterances.], batch size: 25, lr: 8.98e-04
2022-08-21 09:02:59,155 INFO [train.py:927] (5/8) Epoch 3, batch 1800, giga_loss[loss=0.2595, simple_loss=0.3231, pruned_loss=0.0979, over 12440.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03899, over 37.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3234, pruned_loss=0.08847, over 2472082.33 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06244, over 18013.55 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.334, pruned_loss=0.0886, over 1472070.52 frames. utt_duration=1308 frames, utt_pad_proportion=0.04141, over 4508.43 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3222, pruned_loss=0.08852, over 2472451.53 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06403, over 19284.72 utterances.], batch size: 37, lr: 8.97e-04
2022-08-21 09:04:41,915 INFO [train.py:927] (5/8) Epoch 3, batch 1850, giga_loss[loss=0.2543, simple_loss=0.343, pruned_loss=0.08284, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03224, over 75.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3255, pruned_loss=0.08916, over 2473222.90 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06202, over 18571.98 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3339, pruned_loss=0.08858, over 1482112.71 frames. utt_duration=1310 frames, utt_pad_proportion=0.0409, over 4532.30 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3244, pruned_loss=0.08921, over 2473460.68 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06343, over 19670.26 utterances.], batch size: 75, lr: 8.97e-04
2022-08-21 09:06:25,885 INFO [train.py:927] (5/8) Epoch 3, batch 1900, giga_loss[loss=0.23, simple_loss=0.3143, pruned_loss=0.07291, over 12367.00 frames. utt_duration=670 frames, utt_pad_proportion=0.02471, over 74.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.327, pruned_loss=0.09037, over 2472909.79 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05959, over 18071.72 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3326, pruned_loss=0.08816, over 1516048.96 frames. utt_duration=1318 frames, utt_pad_proportion=0.03942, over 4605.47 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3267, pruned_loss=0.09073, over 2473329.80 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06142, over 19337.85 utterances.], batch size: 74, lr: 8.96e-04
2022-08-21 09:08:09,072 INFO [train.py:927] (5/8) Epoch 3, batch 1950, giga_loss[loss=0.3194, simple_loss=0.3616, pruned_loss=0.1386, over 12380.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1008, over 257.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3285, pruned_loss=0.09151, over 2473368.80 frames. utt_duration=564 frames, utt_pad_proportion=0.0618, over 17587.80 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3318, pruned_loss=0.08767, over 1548884.14 frames. utt_duration=1326 frames, utt_pad_proportion=0.03808, over 4679.05 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3285, pruned_loss=0.09216, over 2473862.24 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06372, over 18962.62 utterances.], batch size: 257, lr: 8.96e-04
2022-08-21 09:09:53,225 INFO [train.py:927] (5/8) Epoch 3, batch 2000, giga_loss[loss=0.2541, simple_loss=0.3286, pruned_loss=0.08975, over 12257.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03012, over 45.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3281, pruned_loss=0.09113, over 2473146.08 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06494, over 17636.45 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3312, pruned_loss=0.08723, over 1558071.73 frames. utt_duration=1330 frames, utt_pad_proportion=0.03771, over 4692.24 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3285, pruned_loss=0.09192, over 2473549.16 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06645, over 18821.13 utterances.], batch size: 45, lr: 8.96e-04
2022-08-21 09:11:32,685 INFO [train.py:927] (5/8) Epoch 3, batch 2050, libri_loss[loss=0.2076, simple_loss=0.2899, pruned_loss=0.06264, over 12229.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006111, over 31.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3294, pruned_loss=0.09073, over 2472843.87 frames. utt_duration=593.8 frames, utt_pad_proportion=0.06318, over 16701.06 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3312, pruned_loss=0.08692, over 1584461.38 frames. utt_duration=1336 frames, utt_pad_proportion=0.03655, over 4748.63 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3296, pruned_loss=0.09166, over 2473817.47 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06514, over 17940.66 utterances.], batch size: 31, lr: 8.95e-04
2022-08-21 09:13:16,198 INFO [train.py:927] (5/8) Epoch 3, batch 2100, giga_loss[loss=0.2268, simple_loss=0.3008, pruned_loss=0.07638, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.037, over 40.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3284, pruned_loss=0.09005, over 2472326.71 frames. utt_duration=622.7 frames, utt_pad_proportion=0.05892, over 15920.01 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3307, pruned_loss=0.0866, over 1606291.47 frames. utt_duration=1340 frames, utt_pad_proportion=0.03558, over 4800.28 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3289, pruned_loss=0.09108, over 2473255.24 frames. utt_duration=579 frames, utt_pad_proportion=0.06129, over 17129.37 utterances.], batch size: 40, lr: 8.95e-04
2022-08-21 09:14:57,943 INFO [train.py:927] (5/8) Epoch 3, batch 2150, giga_loss[loss=0.2537, simple_loss=0.315, pruned_loss=0.09622, over 12440.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.0375, over 37.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3271, pruned_loss=0.0896, over 2472590.77 frames. utt_duration=642.4 frames, utt_pad_proportion=0.055, over 15432.76 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3301, pruned_loss=0.08641, over 1619062.27 frames. utt_duration=1342 frames, utt_pad_proportion=0.035, over 4831.13 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3278, pruned_loss=0.09055, over 2473447.26 frames. utt_duration=601.1 frames, utt_pad_proportion=0.05745, over 16499.83 utterances.], batch size: 37, lr: 8.94e-04
2022-08-21 09:16:40,024 INFO [train.py:927] (5/8) Epoch 3, batch 2200, libri_loss[loss=0.2695, simple_loss=0.3408, pruned_loss=0.09909, over 12487.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006577, over 36.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.329, pruned_loss=0.09071, over 2472801.35 frames. utt_duration=634.1 frames, utt_pad_proportion=0.05631, over 15634.97 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3313, pruned_loss=0.0868, over 1648717.61 frames. utt_duration=1342 frames, utt_pad_proportion=0.03373, over 4919.57 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3287, pruned_loss=0.09135, over 2473271.88 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05884, over 16765.29 utterances.], batch size: 36, lr: 8.94e-04
2022-08-21 09:18:21,991 INFO [train.py:927] (5/8) Epoch 3, batch 2250, libri_loss[loss=0.2503, simple_loss=0.3176, pruned_loss=0.09155, over 12381.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006752, over 34.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3283, pruned_loss=0.09001, over 2472438.79 frames. utt_duration=646.9 frames, utt_pad_proportion=0.05373, over 15322.79 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3307, pruned_loss=0.08659, over 1656791.65 frames. utt_duration=1345 frames, utt_pad_proportion=0.03372, over 4931.36 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3284, pruned_loss=0.09066, over 2472922.79 frames. utt_duration=608.5 frames, utt_pad_proportion=0.05601, over 16295.62 utterances.], batch size: 34, lr: 8.94e-04
2022-08-21 09:20:06,132 INFO [train.py:927] (5/8) Epoch 3, batch 2300, giga_loss[loss=0.2824, simple_loss=0.3474, pruned_loss=0.1087, over 12407.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04284, over 146.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3275, pruned_loss=0.08978, over 2472650.76 frames. utt_duration=630.3 frames, utt_pad_proportion=0.06039, over 15729.77 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3308, pruned_loss=0.08649, over 1668913.68 frames. utt_duration=1345 frames, utt_pad_proportion=0.03317, over 4969.22 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3274, pruned_loss=0.09039, over 2473069.95 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06211, over 16603.88 utterances.], batch size: 146, lr: 8.93e-04
2022-08-21 09:21:49,736 INFO [train.py:927] (5/8) Epoch 3, batch 2350, libri_loss[loss=0.2004, simple_loss=0.2853, pruned_loss=0.05774, over 12186.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007566, over 30.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3247, pruned_loss=0.0881, over 2472151.55 frames. utt_duration=639.3 frames, utt_pad_proportion=0.06082, over 15503.91 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.331, pruned_loss=0.08652, over 1692537.40 frames. utt_duration=1342 frames, utt_pad_proportion=0.03286, over 5050.03 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3245, pruned_loss=0.08866, over 2472667.81 frames. utt_duration=603.9 frames, utt_pad_proportion=0.06262, over 16420.08 utterances.], batch size: 30, lr: 8.93e-04
2022-08-21 09:23:32,136 INFO [train.py:927] (5/8) Epoch 3, batch 2400, giga_loss[loss=0.2538, simple_loss=0.325, pruned_loss=0.09133, over 12390.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0637, over 183.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3234, pruned_loss=0.08802, over 2472527.18 frames. utt_duration=636.6 frames, utt_pad_proportion=0.05843, over 15573.43 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3299, pruned_loss=0.08583, over 1711536.65 frames. utt_duration=1345 frames, utt_pad_proportion=0.03325, over 5094.08 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3238, pruned_loss=0.08893, over 2473217.34 frames. utt_duration=601.1 frames, utt_pad_proportion=0.06013, over 16498.25 utterances.], batch size: 183, lr: 8.92e-04
2022-08-21 09:25:15,814 INFO [train.py:927] (5/8) Epoch 3, batch 2450, giga_loss[loss=0.2964, simple_loss=0.3533, pruned_loss=0.1197, over 12350.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2038, over 369.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3214, pruned_loss=0.08738, over 2471802.17 frames. utt_duration=622.5 frames, utt_pad_proportion=0.05958, over 15920.82 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3299, pruned_loss=0.08576, over 1726271.85 frames. utt_duration=1343 frames, utt_pad_proportion=0.03302, over 5146.73 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3216, pruned_loss=0.08818, over 2472697.36 frames. utt_duration=590.4 frames, utt_pad_proportion=0.06111, over 16796.41 utterances.], batch size: 369, lr: 8.92e-04
2022-08-21 09:26:55,878 INFO [train.py:927] (5/8) Epoch 3, batch 2500, giga_loss[loss=0.2609, simple_loss=0.3285, pruned_loss=0.09671, over 12350.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3186, pruned_loss=0.08632, over 2470668.72 frames. utt_duration=636.3 frames, utt_pad_proportion=0.0561, over 15569.24 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3303, pruned_loss=0.08578, over 1755368.86 frames. utt_duration=1346 frames, utt_pad_proportion=0.03188, over 5222.80 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3181, pruned_loss=0.08697, over 2471547.11 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05824, over 16589.06 utterances.], batch size: 97, lr: 8.92e-04
2022-08-21 09:28:38,335 INFO [train.py:927] (5/8) Epoch 3, batch 2550, giga_loss[loss=0.1929, simple_loss=0.2775, pruned_loss=0.05416, over 12325.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.05053, over 26.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3158, pruned_loss=0.08481, over 2471085.44 frames. utt_duration=634.3 frames, utt_pad_proportion=0.05761, over 15620.09 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.33, pruned_loss=0.08574, over 1769578.85 frames. utt_duration=1341 frames, utt_pad_proportion=0.03273, over 5285.86 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3154, pruned_loss=0.08538, over 2471763.99 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05929, over 16558.45 utterances.], batch size: 26, lr: 8.91e-04
2022-08-21 09:30:20,537 INFO [train.py:927] (5/8) Epoch 3, batch 2600, giga_loss[loss=0.231, simple_loss=0.3007, pruned_loss=0.08066, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02828, over 48.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3171, pruned_loss=0.08539, over 2471554.31 frames. utt_duration=589 frames, utt_pad_proportion=0.06367, over 16827.97 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3297, pruned_loss=0.08562, over 1779822.95 frames. utt_duration=1344 frames, utt_pad_proportion=0.03226, over 5304.52 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3168, pruned_loss=0.08589, over 2472278.37 frames. utt_duration=560.3 frames, utt_pad_proportion=0.0649, over 17697.06 utterances.], batch size: 48, lr: 8.91e-04
2022-08-21 09:32:01,822 INFO [train.py:927] (5/8) Epoch 3, batch 2650, giga_loss[loss=0.2184, simple_loss=0.3, pruned_loss=0.06837, over 12339.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03122, over 85.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3173, pruned_loss=0.08505, over 2471454.79 frames. utt_duration=584.6 frames, utt_pad_proportion=0.06355, over 16953.03 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3292, pruned_loss=0.08589, over 1799923.38 frames. utt_duration=1346 frames, utt_pad_proportion=0.03182, over 5356.60 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3171, pruned_loss=0.08528, over 2472380.62 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06501, over 17923.32 utterances.], batch size: 85, lr: 8.90e-04
2022-08-21 09:33:42,514 INFO [train.py:927] (5/8) Epoch 3, batch 2700, libri_loss[loss=0.2114, simple_loss=0.2924, pruned_loss=0.06518, over 12469.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.00787, over 29.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3166, pruned_loss=0.08392, over 2472279.67 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05972, over 16898.05 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.329, pruned_loss=0.08582, over 1816445.91 frames. utt_duration=1342 frames, utt_pad_proportion=0.03253, over 5419.95 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3163, pruned_loss=0.08414, over 2473115.51 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06118, over 17878.40 utterances.], batch size: 29, lr: 8.90e-04
2022-08-21 09:35:23,367 INFO [train.py:927] (5/8) Epoch 3, batch 2750, giga_loss[loss=0.253, simple_loss=0.3164, pruned_loss=0.0948, over 12353.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1953, over 365.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3179, pruned_loss=0.08434, over 2472123.68 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06049, over 17176.62 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3293, pruned_loss=0.08568, over 1826096.86 frames. utt_duration=1337 frames, utt_pad_proportion=0.03351, over 5471.32 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3173, pruned_loss=0.08459, over 2472914.54 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06152, over 18052.85 utterances.], batch size: 365, lr: 8.90e-04
2022-08-21 09:37:05,692 INFO [train.py:927] (5/8) Epoch 3, batch 2800, giga_loss[loss=0.2565, simple_loss=0.3346, pruned_loss=0.08922, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04171, over 146.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3197, pruned_loss=0.0848, over 2472440.89 frames. utt_duration=601.6 frames, utt_pad_proportion=0.0567, over 16479.54 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3304, pruned_loss=0.08575, over 1841991.77 frames. utt_duration=1339 frames, utt_pad_proportion=0.03276, over 5507.14 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3183, pruned_loss=0.08491, over 2473180.82 frames. utt_duration=570 frames, utt_pad_proportion=0.05817, over 17401.31 utterances.], batch size: 146, lr: 8.89e-04
2022-08-21 09:38:47,388 INFO [train.py:927] (5/8) Epoch 3, batch 2850, giga_loss[loss=0.2296, simple_loss=0.3125, pruned_loss=0.07334, over 12423.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3216, pruned_loss=0.08568, over 2473094.14 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05847, over 17031.43 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3304, pruned_loss=0.08603, over 1854506.09 frames. utt_duration=1321 frames, utt_pad_proportion=0.03868, over 5621.51 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3203, pruned_loss=0.08558, over 2473679.93 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05819, over 17859.86 utterances.], batch size: 105, lr: 8.89e-04
2022-08-21 09:40:28,363 INFO [train.py:927] (5/8) Epoch 3, batch 2900, giga_loss[loss=0.2611, simple_loss=0.3355, pruned_loss=0.09338, over 12409.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03758, over 113.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3219, pruned_loss=0.08609, over 2472798.93 frames. utt_duration=580.8 frames, utt_pad_proportion=0.06292, over 17073.05 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3294, pruned_loss=0.08585, over 1875734.21 frames. utt_duration=1326 frames, utt_pad_proportion=0.03749, over 5663.27 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3213, pruned_loss=0.08613, over 2473352.45 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06311, over 18064.85 utterances.], batch size: 113, lr: 8.88e-04
2022-08-21 09:42:08,346 INFO [train.py:927] (5/8) Epoch 3, batch 2950, giga_loss[loss=0.2467, simple_loss=0.3192, pruned_loss=0.08711, over 12394.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.04103, over 105.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.323, pruned_loss=0.08678, over 2473307.11 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06086, over 17178.99 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3306, pruned_loss=0.08623, over 1890668.84 frames. utt_duration=1328 frames, utt_pad_proportion=0.03678, over 5701.13 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3215, pruned_loss=0.08659, over 2473603.44 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06154, over 18200.64 utterances.], batch size: 105, lr: 8.88e-04
2022-08-21 09:43:49,103 INFO [train.py:927] (5/8) Epoch 3, batch 3000, giga_loss[loss=0.2679, simple_loss=0.3383, pruned_loss=0.09875, over 12424.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.0545, over 162.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3211, pruned_loss=0.08605, over 2473300.67 frames. utt_duration=567 frames, utt_pad_proportion=0.05746, over 17495.52 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3306, pruned_loss=0.08645, over 1898992.84 frames. utt_duration=1333 frames, utt_pad_proportion=0.0365, over 5706.56 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3199, pruned_loss=0.08574, over 2473846.02 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05832, over 18449.81 utterances.], batch size: 162, lr: 8.88e-04
2022-08-21 09:43:49,104 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 09:44:02,981 INFO [train.py:967] (5/8) 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 09:45:41,048 INFO [train.py:927] (5/8) Epoch 3, batch 3050, giga_loss[loss=0.2194, simple_loss=0.313, pruned_loss=0.06294, over 12467.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03024, over 75.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3227, pruned_loss=0.08614, over 2474218.49 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05947, over 18137.93 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3307, pruned_loss=0.08663, over 1913254.04 frames. utt_duration=1333 frames, utt_pad_proportion=0.03565, over 5747.46 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3214, pruned_loss=0.08575, over 2474613.76 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06046, over 19129.23 utterances.], batch size: 75, lr: 8.87e-04
2022-08-21 09:47:20,162 INFO [train.py:927] (5/8) Epoch 3, batch 3100, giga_loss[loss=0.2379, simple_loss=0.3116, pruned_loss=0.08215, over 12380.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03535, over 122.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3224, pruned_loss=0.08601, over 2473617.96 frames. utt_duration=545 frames, utt_pad_proportion=0.06113, over 18205.28 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3312, pruned_loss=0.08668, over 1921478.76 frames. utt_duration=1336 frames, utt_pad_proportion=0.0353, over 5760.13 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3209, pruned_loss=0.08567, over 2474066.26 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06203, over 19143.89 utterances.], batch size: 122, lr: 8.87e-04
2022-08-21 09:49:00,597 INFO [train.py:927] (5/8) Epoch 3, batch 3150, giga_loss[loss=0.2927, simple_loss=0.3449, pruned_loss=0.1202, over 12386.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07374, over 212.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3206, pruned_loss=0.08657, over 2473859.01 frames. utt_duration=568 frames, utt_pad_proportion=0.0581, over 17466.58 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3306, pruned_loss=0.08673, over 1937263.31 frames. utt_duration=1344 frames, utt_pad_proportion=0.03454, over 5771.06 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3196, pruned_loss=0.08623, over 2474735.53 frames. utt_duration=536 frames, utt_pad_proportion=0.05941, over 18521.35 utterances.], batch size: 212, lr: 8.86e-04
2022-08-21 09:50:39,867 INFO [train.py:927] (5/8) Epoch 3, batch 3200, giga_loss[loss=0.2184, simple_loss=0.2922, pruned_loss=0.07233, over 12454.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03971, over 31.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.319, pruned_loss=0.08627, over 2472618.32 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05694, over 16922.93 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3314, pruned_loss=0.08702, over 1958035.68 frames. utt_duration=1332 frames, utt_pad_proportion=0.03586, over 5887.52 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3172, pruned_loss=0.08575, over 2473607.66 frames. utt_duration=548.8 frames, utt_pad_proportion=0.05812, over 18080.06 utterances.], batch size: 31, lr: 8.86e-04
2022-08-21 09:52:27,465 INFO [train.py:927] (5/8) Epoch 3, batch 3250, giga_loss[loss=0.2297, simple_loss=0.3068, pruned_loss=0.07636, over 12439.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03578, over 105.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3167, pruned_loss=0.08523, over 2473549.68 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05706, over 17226.83 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3316, pruned_loss=0.08721, over 1968263.59 frames. utt_duration=1333 frames, utt_pad_proportion=0.03529, over 5913.59 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3148, pruned_loss=0.08466, over 2474316.09 frames. utt_duration=541.7 frames, utt_pad_proportion=0.05829, over 18319.94 utterances.], batch size: 105, lr: 8.86e-04
2022-08-21 09:54:08,577 INFO [train.py:927] (5/8) Epoch 3, batch 3300, giga_loss[loss=0.2304, simple_loss=0.3058, pruned_loss=0.0775, over 12424.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04669, over 34.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3126, pruned_loss=0.08373, over 2473204.96 frames. utt_duration=574 frames, utt_pad_proportion=0.05774, over 17279.50 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3314, pruned_loss=0.087, over 1978244.09 frames. utt_duration=1337 frames, utt_pad_proportion=0.03475, over 5926.30 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.311, pruned_loss=0.08338, over 2473855.52 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05899, over 18327.36 utterances.], batch size: 34, lr: 8.85e-04
2022-08-21 09:55:49,783 INFO [train.py:927] (5/8) Epoch 3, batch 3350, giga_loss[loss=0.2433, simple_loss=0.3206, pruned_loss=0.08303, over 12361.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03194, over 97.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.314, pruned_loss=0.08429, over 2473430.83 frames. utt_duration=581 frames, utt_pad_proportion=0.05558, over 17073.82 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3318, pruned_loss=0.08734, over 1985342.62 frames. utt_duration=1322 frames, utt_pad_proportion=0.03997, over 6015.96 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3122, pruned_loss=0.08372, over 2474211.77 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05528, over 17974.63 utterances.], batch size: 97, lr: 8.85e-04
2022-08-21 09:57:30,298 INFO [train.py:927] (5/8) Epoch 3, batch 3400, libri_loss[loss=0.3365, simple_loss=0.4813, pruned_loss=0.09585, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.00569, over 31.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3171, pruned_loss=0.08515, over 2473760.52 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05166, over 16630.86 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3327, pruned_loss=0.08745, over 1990112.63 frames. utt_duration=1325 frames, utt_pad_proportion=0.03984, over 6013.82 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3148, pruned_loss=0.08459, over 2474463.80 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05166, over 17443.48 utterances.], batch size: 31, lr: 8.84e-04
2022-08-21 09:59:12,473 INFO [train.py:927] (5/8) Epoch 3, batch 3450, giga_loss[loss=0.2496, simple_loss=0.3325, pruned_loss=0.0834, over 12459.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3208, pruned_loss=0.08694, over 2474606.08 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05331, over 17015.72 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3332, pruned_loss=0.08785, over 2002017.87 frames. utt_duration=1319 frames, utt_pad_proportion=0.04061, over 6077.22 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3183, pruned_loss=0.08615, over 2475219.29 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05311, over 17839.20 utterances.], batch size: 75, lr: 8.84e-04
2022-08-21 10:00:58,605 INFO [train.py:927] (5/8) Epoch 3, batch 3500, giga_loss[loss=0.2425, simple_loss=0.3128, pruned_loss=0.08613, over 12215.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03951, over 28.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3262, pruned_loss=0.09175, over 2472990.60 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05668, over 16907.12 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3329, pruned_loss=0.08787, over 2015416.22 frames. utt_duration=1320 frames, utt_pad_proportion=0.03982, over 6114.32 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3241, pruned_loss=0.09113, over 2473992.81 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05679, over 17820.59 utterances.], batch size: 28, lr: 8.84e-04
2022-08-21 10:02:40,280 INFO [train.py:927] (5/8) Epoch 3, batch 3550, giga_loss[loss=0.3243, simple_loss=0.3729, pruned_loss=0.1378, over 12434.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04169, over 146.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3339, pruned_loss=0.0973, over 2473114.22 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06005, over 18142.62 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3324, pruned_loss=0.08775, over 2030717.73 frames. utt_duration=1323 frames, utt_pad_proportion=0.0388, over 6148.83 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3324, pruned_loss=0.09706, over 2474358.79 frames. utt_duration=517 frames, utt_pad_proportion=0.0605, over 19197.68 utterances.], batch size: 146, lr: 8.83e-04
2022-08-21 10:04:25,188 INFO [train.py:927] (5/8) Epoch 3, batch 3600, giga_loss[loss=0.3582, simple_loss=0.386, pruned_loss=0.1652, over 12364.00 frames. utt_duration=132.2 frames, utt_pad_proportion=0.2225, over 378.00 utterances.], tot_loss[loss=0.273, simple_loss=0.34, pruned_loss=0.103, over 2473748.95 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06897, over 19032.87 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.332, pruned_loss=0.08747, over 2048092.39 frames. utt_duration=1327 frames, utt_pad_proportion=0.03793, over 6179.41 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3394, pruned_loss=0.1035, over 2474794.55 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06942, over 20326.18 utterances.], batch size: 378, lr: 8.83e-04
2022-08-21 10:06:10,230 INFO [train.py:927] (5/8) Epoch 3, batch 3650, giga_loss[loss=0.3171, simple_loss=0.3678, pruned_loss=0.1332, over 12383.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03961, over 113.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3472, pruned_loss=0.1095, over 2473936.09 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06936, over 19909.69 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3325, pruned_loss=0.08749, over 2056344.29 frames. utt_duration=1329 frames, utt_pad_proportion=0.03723, over 6195.65 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3465, pruned_loss=0.1102, over 2474937.10 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07006, over 21163.10 utterances.], batch size: 113, lr: 8.83e-04
2022-08-21 10:07:55,214 INFO [train.py:927] (5/8) Epoch 3, batch 3700, giga_loss[loss=0.2845, simple_loss=0.3511, pruned_loss=0.1089, over 12374.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.0281, over 70.00 utterances.], tot_loss[loss=0.2913, simple_loss=0.3527, pruned_loss=0.115, over 2474199.24 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07363, over 20837.27 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3327, pruned_loss=0.08767, over 2068386.02 frames. utt_duration=1325 frames, utt_pad_proportion=0.03732, over 6249.69 utterances.], giga_tot_loss[loss=0.2923, simple_loss=0.3524, pruned_loss=0.116, over 2475272.03 frames. utt_duration=448.3 frames, utt_pad_proportion=0.0742, over 22156.73 utterances.], batch size: 70, lr: 8.82e-04
2022-08-21 10:09:43,175 INFO [train.py:927] (5/8) Epoch 3, batch 3750, giga_loss[loss=0.4135, simple_loss=0.4328, pruned_loss=0.1971, over 12412.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07715, over 213.00 utterances.], tot_loss[loss=0.3007, simple_loss=0.3593, pruned_loss=0.121, over 2474553.63 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07713, over 21705.00 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3323, pruned_loss=0.08726, over 2088337.97 frames. utt_duration=1326 frames, utt_pad_proportion=0.0359, over 6307.41 utterances.], giga_tot_loss[loss=0.3038, simple_loss=0.3605, pruned_loss=0.1236, over 2475347.13 frames. utt_duration=424.4 frames, utt_pad_proportion=0.07836, over 23410.48 utterances.], batch size: 213, lr: 8.82e-04
2022-08-21 10:11:32,084 INFO [train.py:927] (5/8) Epoch 3, batch 3800, giga_loss[loss=0.2433, simple_loss=0.3269, pruned_loss=0.07983, over 12379.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04379, over 26.00 utterances.], tot_loss[loss=0.3021, simple_loss=0.3596, pruned_loss=0.1223, over 2474473.69 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08053, over 21996.22 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3317, pruned_loss=0.08699, over 2099374.02 frames. utt_duration=1334 frames, utt_pad_proportion=0.03509, over 6304.21 utterances.], giga_tot_loss[loss=0.3063, simple_loss=0.3617, pruned_loss=0.1255, over 2475455.60 frames. utt_duration=417.9 frames, utt_pad_proportion=0.0818, over 23779.71 utterances.], batch size: 26, lr: 8.81e-04
2022-08-21 10:13:16,262 INFO [train.py:927] (5/8) Epoch 3, batch 3850, giga_loss[loss=0.2914, simple_loss=0.3558, pruned_loss=0.1135, over 12420.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03892, over 105.00 utterances.], tot_loss[loss=0.3012, simple_loss=0.36, pruned_loss=0.1213, over 2474829.63 frames. utt_duration=465.7 frames, utt_pad_proportion=0.0777, over 21323.26 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3324, pruned_loss=0.08742, over 2106879.77 frames. utt_duration=1297 frames, utt_pad_proportion=0.04692, over 6504.81 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3616, pruned_loss=0.1241, over 2475562.46 frames. utt_duration=435 frames, utt_pad_proportion=0.07664, over 22840.96 utterances.], batch size: 105, lr: 8.81e-04
2022-08-21 10:15:01,194 INFO [train.py:927] (5/8) Epoch 3, batch 3900, giga_loss[loss=0.3036, simple_loss=0.3718, pruned_loss=0.1178, over 12390.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04459, over 146.00 utterances.], tot_loss[loss=0.2996, simple_loss=0.3597, pruned_loss=0.1198, over 2474222.16 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07438, over 20806.00 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3316, pruned_loss=0.08705, over 2117142.16 frames. utt_duration=1303 frames, utt_pad_proportion=0.04572, over 6505.64 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3623, pruned_loss=0.1232, over 2475406.84 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07427, over 22408.64 utterances.], batch size: 146, lr: 8.81e-04
2022-08-21 10:16:50,301 INFO [train.py:927] (5/8) Epoch 3, batch 3950, giga_loss[loss=0.2785, simple_loss=0.3622, pruned_loss=0.09744, over 12436.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2968, simple_loss=0.3588, pruned_loss=0.1174, over 2474752.42 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07362, over 20490.22 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3316, pruned_loss=0.08705, over 2117142.16 frames. utt_duration=1303 frames, utt_pad_proportion=0.04572, over 6505.64 utterances.], giga_tot_loss[loss=0.3005, simple_loss=0.3608, pruned_loss=0.1201, over 2475674.47 frames. utt_duration=457 frames, utt_pad_proportion=0.07357, over 21737.58 utterances.], batch size: 75, lr: 8.80e-04
2022-08-21 10:18:34,923 INFO [train.py:927] (5/8) Epoch 3, batch 4000, libri_loss[loss=0.4415, simple_loss=0.6062, pruned_loss=0.1384, over 12445.00 frames. utt_duration=958.6 frames, utt_pad_proportion=0.07294, over 52.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3581, pruned_loss=0.1151, over 2474435.42 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07194, over 20602.04 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3336, pruned_loss=0.08748, over 2125605.56 frames. utt_duration=1304 frames, utt_pad_proportion=0.04512, over 6529.95 utterances.], giga_tot_loss[loss=0.2969, simple_loss=0.3586, pruned_loss=0.1175, over 2475534.14 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07235, over 21907.15 utterances.], batch size: 52, lr: 8.80e-04
2022-08-21 10:20:20,103 INFO [train.py:927] (5/8) Epoch 3, batch 4050, giga_loss[loss=0.291, simple_loss=0.3497, pruned_loss=0.1162, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03435, over 51.00 utterances.], tot_loss[loss=0.2911, simple_loss=0.3554, pruned_loss=0.1134, over 2474162.14 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07295, over 20772.74 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3334, pruned_loss=0.08754, over 2133920.52 frames. utt_duration=1308 frames, utt_pad_proportion=0.04421, over 6530.81 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.3565, pruned_loss=0.1158, over 2475321.47 frames. utt_duration=449 frames, utt_pad_proportion=0.07366, over 22125.20 utterances.], batch size: 51, lr: 8.79e-04
2022-08-21 10:22:13,316 INFO [train.py:927] (5/8) Epoch 3, batch 4100, giga_loss[loss=0.2344, simple_loss=0.3084, pruned_loss=0.08025, over 12170.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.03722, over 28.00 utterances.], tot_loss[loss=0.2894, simple_loss=0.3539, pruned_loss=0.1124, over 2473744.03 frames. utt_duration=476.6 frames, utt_pad_proportion=0.0745, over 20827.33 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3336, pruned_loss=0.08782, over 2142179.55 frames. utt_duration=1302 frames, utt_pad_proportion=0.04449, over 6589.31 utterances.], giga_tot_loss[loss=0.2922, simple_loss=0.355, pruned_loss=0.1147, over 2474811.88 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07514, over 22175.11 utterances.], batch size: 28, lr: 8.79e-04
2022-08-21 10:24:03,516 INFO [train.py:927] (5/8) Epoch 3, batch 4150, giga_loss[loss=0.3079, simple_loss=0.3777, pruned_loss=0.119, over 12131.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03621, over 30.00 utterances.], tot_loss[loss=0.2873, simple_loss=0.3536, pruned_loss=0.1105, over 2473791.98 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07347, over 20502.64 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3336, pruned_loss=0.08796, over 2151866.92 frames. utt_duration=1295 frames, utt_pad_proportion=0.04532, over 6656.80 utterances.], giga_tot_loss[loss=0.2903, simple_loss=0.355, pruned_loss=0.1128, over 2474786.13 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07411, over 21891.19 utterances.], batch size: 30, lr: 8.79e-04
2022-08-21 10:25:49,367 INFO [train.py:927] (5/8) Epoch 3, batch 4200, giga_loss[loss=0.3032, simple_loss=0.3607, pruned_loss=0.1228, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03183, over 43.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3546, pruned_loss=0.1104, over 2474367.10 frames. utt_duration=486 frames, utt_pad_proportion=0.07222, over 20425.46 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3344, pruned_loss=0.08802, over 2164360.34 frames. utt_duration=1293 frames, utt_pad_proportion=0.04433, over 6701.63 utterances.], giga_tot_loss[loss=0.291, simple_loss=0.3558, pruned_loss=0.113, over 2475333.63 frames. utt_duration=450.8 frames, utt_pad_proportion=0.0735, over 22032.75 utterances.], batch size: 43, lr: 8.78e-04
2022-08-21 10:27:37,123 INFO [train.py:927] (5/8) Epoch 3, batch 4250, giga_loss[loss=0.3235, simple_loss=0.3611, pruned_loss=0.143, over 12350.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2087, over 371.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.3527, pruned_loss=0.1093, over 2474604.82 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07001, over 20113.48 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3345, pruned_loss=0.08802, over 2170382.71 frames. utt_duration=1296 frames, utt_pad_proportion=0.04363, over 6708.65 utterances.], giga_tot_loss[loss=0.2888, simple_loss=0.3539, pruned_loss=0.1118, over 2475483.16 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07152, over 21617.51 utterances.], batch size: 371, lr: 8.78e-04
2022-08-21 10:29:22,019 INFO [train.py:927] (5/8) Epoch 3, batch 4300, giga_loss[loss=0.3596, simple_loss=0.3771, pruned_loss=0.171, over 12375.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3495, pruned_loss=0.1077, over 2474224.72 frames. utt_duration=509 frames, utt_pad_proportion=0.0671, over 19498.41 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3342, pruned_loss=0.08805, over 2176154.28 frames. utt_duration=1299 frames, utt_pad_proportion=0.04292, over 6708.42 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.351, pruned_loss=0.11, over 2475189.03 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06887, over 20929.37 utterances.], batch size: 257, lr: 8.78e-04
2022-08-21 10:31:10,707 INFO [train.py:927] (5/8) Epoch 3, batch 4350, giga_loss[loss=0.2659, simple_loss=0.336, pruned_loss=0.09787, over 12358.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3478, pruned_loss=0.1053, over 2473943.64 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06477, over 19023.36 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3332, pruned_loss=0.0876, over 2184613.13 frames. utt_duration=1306 frames, utt_pad_proportion=0.04195, over 6698.22 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3501, pruned_loss=0.1081, over 2475072.12 frames. utt_duration=484 frames, utt_pad_proportion=0.06687, over 20518.04 utterances.], batch size: 97, lr: 8.77e-04
2022-08-21 10:32:57,227 INFO [train.py:927] (5/8) Epoch 3, batch 4400, giga_loss[loss=0.2861, simple_loss=0.3477, pruned_loss=0.1123, over 12415.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03977, over 105.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3477, pruned_loss=0.1061, over 2473994.22 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07283, over 20161.66 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3336, pruned_loss=0.08776, over 2194510.15 frames. utt_duration=1297 frames, utt_pad_proportion=0.04318, over 6774.83 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3498, pruned_loss=0.1087, over 2474969.60 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07403, over 21716.88 utterances.], batch size: 105, lr: 8.77e-04
2022-08-21 10:34:42,438 INFO [train.py:927] (5/8) Epoch 3, batch 4450, giga_loss[loss=0.2567, simple_loss=0.3271, pruned_loss=0.09321, over 12364.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02883, over 70.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3463, pruned_loss=0.1066, over 2473838.42 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07152, over 19971.17 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3335, pruned_loss=0.08805, over 2201271.13 frames. utt_duration=1296 frames, utt_pad_proportion=0.04326, over 6800.24 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3483, pruned_loss=0.1089, over 2474753.51 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07282, over 21490.28 utterances.], batch size: 70, lr: 8.76e-04
2022-08-21 10:36:28,729 INFO [train.py:927] (5/8) Epoch 3, batch 4500, giga_loss[loss=0.2757, simple_loss=0.345, pruned_loss=0.1032, over 12341.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03154, over 85.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.345, pruned_loss=0.106, over 2473824.63 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07084, over 19764.28 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3335, pruned_loss=0.0879, over 2208988.95 frames. utt_duration=1298 frames, utt_pad_proportion=0.04265, over 6815.06 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3469, pruned_loss=0.1085, over 2474890.63 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07233, over 21311.82 utterances.], batch size: 85, lr: 8.76e-04
2022-08-21 10:38:14,080 INFO [train.py:927] (5/8) Epoch 3, batch 4550, giga_loss[loss=0.2244, simple_loss=0.2962, pruned_loss=0.07626, over 12309.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.0353, over 51.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3447, pruned_loss=0.1062, over 2473937.02 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06555, over 19615.97 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3343, pruned_loss=0.08789, over 2215212.82 frames. utt_duration=1303 frames, utt_pad_proportion=0.04183, over 6810.72 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.346, pruned_loss=0.1086, over 2475093.36 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0675, over 21136.94 utterances.], batch size: 51, lr: 8.76e-04
2022-08-21 10:39:58,995 INFO [train.py:927] (5/8) Epoch 3, batch 4600, libri_loss[loss=0.2096, simple_loss=0.2912, pruned_loss=0.06402, over 12212.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01006, over 29.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.344, pruned_loss=0.1058, over 2473269.80 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06663, over 19610.11 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3338, pruned_loss=0.08774, over 2221339.48 frames. utt_duration=1306 frames, utt_pad_proportion=0.04114, over 6812.33 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3457, pruned_loss=0.1082, over 2474451.78 frames. utt_duration=470.1 frames, utt_pad_proportion=0.0685, over 21117.70 utterances.], batch size: 29, lr: 8.75e-04
2022-08-21 10:41:42,707 INFO [train.py:927] (5/8) Epoch 3, batch 4650, giga_loss[loss=0.2915, simple_loss=0.3489, pruned_loss=0.1171, over 12372.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05985, over 182.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3436, pruned_loss=0.1054, over 2473057.15 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07354, over 20060.33 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3326, pruned_loss=0.08728, over 2228483.78 frames. utt_duration=1298 frames, utt_pad_proportion=0.04574, over 6874.07 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3462, pruned_loss=0.1082, over 2474303.06 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07372, over 21565.12 utterances.], batch size: 182, lr: 8.75e-04
2022-08-21 10:43:29,412 INFO [train.py:927] (5/8) Epoch 3, batch 4700, giga_loss[loss=0.4125, simple_loss=0.4474, pruned_loss=0.1888, over 12402.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09596, over 256.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3465, pruned_loss=0.1078, over 2473177.28 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07351, over 20471.83 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3333, pruned_loss=0.08772, over 2232360.37 frames. utt_duration=1292 frames, utt_pad_proportion=0.04603, over 6920.76 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3481, pruned_loss=0.1099, over 2473955.02 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07373, over 21794.11 utterances.], batch size: 256, lr: 8.74e-04
2022-08-21 10:45:15,473 INFO [train.py:927] (5/8) Epoch 3, batch 4750, giga_loss[loss=0.3162, simple_loss=0.3666, pruned_loss=0.1329, over 12319.00 frames. utt_duration=625.4 frames, utt_pad_proportion=0.02891, over 79.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3476, pruned_loss=0.1102, over 2472891.49 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07567, over 20219.43 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3333, pruned_loss=0.08793, over 2239600.30 frames. utt_duration=1296 frames, utt_pad_proportion=0.04488, over 6918.22 utterances.], giga_tot_loss[loss=0.2869, simple_loss=0.3492, pruned_loss=0.1122, over 2473411.24 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07631, over 21636.71 utterances.], batch size: 79, lr: 8.74e-04
2022-08-21 10:46:59,286 INFO [train.py:927] (5/8) Epoch 3, batch 4800, giga_loss[loss=0.3458, simple_loss=0.3916, pruned_loss=0.15, over 12169.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03383, over 36.00 utterances.], tot_loss[loss=0.2866, simple_loss=0.3493, pruned_loss=0.112, over 2472932.24 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07677, over 20792.24 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3333, pruned_loss=0.08782, over 2244215.27 frames. utt_duration=1297 frames, utt_pad_proportion=0.04424, over 6931.80 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3509, pruned_loss=0.1142, over 2473363.66 frames. utt_duration=448 frames, utt_pad_proportion=0.07759, over 22155.58 utterances.], batch size: 36, lr: 8.74e-04
2022-08-21 10:48:41,471 INFO [train.py:927] (5/8) Epoch 3, batch 4850, giga_loss[loss=0.2703, simple_loss=0.3413, pruned_loss=0.09966, over 12347.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03333, over 97.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3482, pruned_loss=0.1107, over 2473124.85 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07411, over 20798.26 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.333, pruned_loss=0.08772, over 2249904.99 frames. utt_duration=1300 frames, utt_pad_proportion=0.04336, over 6931.47 utterances.], giga_tot_loss[loss=0.2881, simple_loss=0.35, pruned_loss=0.1131, over 2473451.26 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07539, over 22193.18 utterances.], batch size: 97, lr: 8.73e-04
2022-08-21 10:50:24,482 INFO [train.py:927] (5/8) Epoch 3, batch 4900, giga_loss[loss=0.2162, simple_loss=0.294, pruned_loss=0.0692, over 12370.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3467, pruned_loss=0.1094, over 2474097.77 frames. utt_duration=455.8 frames, utt_pad_proportion=0.08094, over 21784.77 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.334, pruned_loss=0.0886, over 2256943.27 frames. utt_duration=1270 frames, utt_pad_proportion=0.05225, over 7117.35 utterances.], giga_tot_loss[loss=0.2851, simple_loss=0.3478, pruned_loss=0.1112, over 2473982.33 frames. utt_duration=429.3 frames, utt_pad_proportion=0.0798, over 23130.88 utterances.], batch size: 70, lr: 8.73e-04
2022-08-21 10:52:11,463 INFO [train.py:927] (5/8) Epoch 3, batch 4950, giga_loss[loss=0.2501, simple_loss=0.3162, pruned_loss=0.09201, over 12413.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02853, over 62.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3448, pruned_loss=0.1084, over 2474711.67 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07734, over 21154.42 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.334, pruned_loss=0.08867, over 2265070.83 frames. utt_duration=1274 frames, utt_pad_proportion=0.0507, over 7117.82 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3461, pruned_loss=0.1105, over 2475008.21 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07734, over 22756.57 utterances.], batch size: 62, lr: 8.73e-04
2022-08-21 10:53:56,129 INFO [train.py:927] (5/8) Epoch 3, batch 5000, giga_loss[loss=0.2763, simple_loss=0.3698, pruned_loss=0.09142, over 12296.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.03708, over 51.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3463, pruned_loss=0.1089, over 2475146.04 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07169, over 20195.21 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.334, pruned_loss=0.08874, over 2270381.63 frames. utt_duration=1275 frames, utt_pad_proportion=0.04978, over 7128.80 utterances.], giga_tot_loss[loss=0.2848, simple_loss=0.3475, pruned_loss=0.111, over 2475282.07 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07252, over 21765.91 utterances.], batch size: 51, lr: 8.72e-04
2022-08-21 10:55:44,638 INFO [train.py:927] (5/8) Epoch 3, batch 5050, giga_loss[loss=0.3239, simple_loss=0.3832, pruned_loss=0.1323, over 12448.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.0434, over 134.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3496, pruned_loss=0.1082, over 2474457.56 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07722, over 20424.07 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3355, pruned_loss=0.08855, over 2279306.44 frames. utt_duration=1279 frames, utt_pad_proportion=0.04836, over 7135.60 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.3499, pruned_loss=0.1109, over 2474657.20 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07821, over 22228.20 utterances.], batch size: 134, lr: 8.72e-04
2022-08-21 10:57:27,752 INFO [train.py:927] (5/8) Epoch 3, batch 5100, giga_loss[loss=0.2706, simple_loss=0.3434, pruned_loss=0.09892, over 12355.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02961, over 70.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3511, pruned_loss=0.1093, over 2474417.07 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07504, over 20254.87 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3349, pruned_loss=0.08826, over 2286658.52 frames. utt_duration=1283 frames, utt_pad_proportion=0.04717, over 7134.81 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3524, pruned_loss=0.1124, over 2474881.73 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07659, over 22187.84 utterances.], batch size: 70, lr: 8.71e-04
2022-08-21 10:59:12,710 INFO [train.py:927] (5/8) Epoch 3, batch 5150, giga_loss[loss=0.2652, simple_loss=0.3235, pruned_loss=0.1034, over 12423.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.04018, over 37.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3507, pruned_loss=0.1104, over 2473061.69 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07671, over 20316.82 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3351, pruned_loss=0.0887, over 2289408.58 frames. utt_duration=1282 frames, utt_pad_proportion=0.04692, over 7153.60 utterances.], giga_tot_loss[loss=0.2887, simple_loss=0.3518, pruned_loss=0.1128, over 2473471.28 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07802, over 21996.38 utterances.], batch size: 37, lr: 8.71e-04
2022-08-21 11:00:59,001 INFO [train.py:927] (5/8) Epoch 3, batch 5200, giga_loss[loss=0.2691, simple_loss=0.3384, pruned_loss=0.09992, over 12442.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03191, over 75.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3493, pruned_loss=0.1106, over 2472803.12 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07923, over 20578.34 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3345, pruned_loss=0.08843, over 2294860.81 frames. utt_duration=1287 frames, utt_pad_proportion=0.04581, over 7142.23 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3512, pruned_loss=0.1134, over 2473112.86 frames. utt_duration=444.5 frames, utt_pad_proportion=0.08078, over 22326.57 utterances.], batch size: 75, lr: 8.71e-04
2022-08-21 11:02:53,694 INFO [train.py:927] (5/8) Epoch 3, batch 5250, giga_loss[loss=0.2854, simple_loss=0.3468, pruned_loss=0.112, over 12421.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.0238, over 48.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3473, pruned_loss=0.1094, over 2472220.92 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07229, over 19591.84 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3342, pruned_loss=0.08832, over 2299784.54 frames. utt_duration=1289 frames, utt_pad_proportion=0.04486, over 7145.01 utterances.], giga_tot_loss[loss=0.2869, simple_loss=0.3494, pruned_loss=0.1123, over 2472766.96 frames. utt_duration=465 frames, utt_pad_proportion=0.07466, over 21340.33 utterances.], batch size: 48, lr: 8.70e-04
2022-08-21 11:04:37,892 INFO [train.py:927] (5/8) Epoch 3, batch 5300, giga_loss[loss=0.2888, simple_loss=0.3547, pruned_loss=0.1114, over 12443.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.02866, over 80.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.3464, pruned_loss=0.11, over 2471996.93 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07102, over 19344.66 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3337, pruned_loss=0.08839, over 2306547.00 frames. utt_duration=1286 frames, utt_pad_proportion=0.04526, over 7183.75 utterances.], giga_tot_loss[loss=0.2876, simple_loss=0.349, pruned_loss=0.1131, over 2472448.76 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07336, over 21168.10 utterances.], batch size: 80, lr: 8.70e-04
2022-08-21 11:06:22,117 INFO [train.py:927] (5/8) Epoch 3, batch 5350, giga_loss[loss=0.3078, simple_loss=0.3447, pruned_loss=0.1354, over 12335.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.207, over 370.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3453, pruned_loss=0.1095, over 2471572.12 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07254, over 19821.66 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3334, pruned_loss=0.08834, over 2309538.75 frames. utt_duration=1290 frames, utt_pad_proportion=0.04456, over 7170.17 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3478, pruned_loss=0.1124, over 2472187.21 frames. utt_duration=461.5 frames, utt_pad_proportion=0.0746, over 21494.39 utterances.], batch size: 370, lr: 8.70e-04
2022-08-21 11:08:05,989 INFO [train.py:927] (5/8) Epoch 3, batch 5400, giga_loss[loss=0.28, simple_loss=0.3435, pruned_loss=0.1083, over 12440.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03566, over 105.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3475, pruned_loss=0.1097, over 2472840.73 frames. utt_duration=507.4 frames, utt_pad_proportion=0.0668, over 19549.34 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3339, pruned_loss=0.08824, over 2315344.43 frames. utt_duration=1293 frames, utt_pad_proportion=0.04335, over 7171.25 utterances.], giga_tot_loss[loss=0.2876, simple_loss=0.3496, pruned_loss=0.1128, over 2473161.62 frames. utt_duration=466 frames, utt_pad_proportion=0.06953, over 21293.71 utterances.], batch size: 105, lr: 8.69e-04
2022-08-21 11:09:52,405 INFO [train.py:927] (5/8) Epoch 3, batch 5450, giga_loss[loss=0.2611, simple_loss=0.3532, pruned_loss=0.08446, over 12317.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.04412, over 26.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3474, pruned_loss=0.1091, over 2473260.93 frames. utt_duration=524.4 frames, utt_pad_proportion=0.066, over 18916.74 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3334, pruned_loss=0.08807, over 2318942.08 frames. utt_duration=1299 frames, utt_pad_proportion=0.04267, over 7151.15 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3497, pruned_loss=0.1121, over 2473796.38 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06868, over 20586.90 utterances.], batch size: 26, lr: 8.69e-04
2022-08-21 11:11:38,941 INFO [train.py:927] (5/8) Epoch 3, batch 5500, giga_loss[loss=0.2468, simple_loss=0.3359, pruned_loss=0.0789, over 12316.00 frames. utt_duration=1591 frames, utt_pad_proportion=0.04161, over 31.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3501, pruned_loss=0.1098, over 2472987.85 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07027, over 19784.61 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3334, pruned_loss=0.08806, over 2320384.40 frames. utt_duration=1301 frames, utt_pad_proportion=0.04234, over 7144.65 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3521, pruned_loss=0.1124, over 2473498.82 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07224, over 21226.28 utterances.], batch size: 31, lr: 8.68e-04
2022-08-21 11:13:22,220 INFO [train.py:927] (5/8) Epoch 3, batch 5550, libri_loss[loss=0.2738, simple_loss=0.3475, pruned_loss=0.09999, over 12408.00 frames. utt_duration=955.8 frames, utt_pad_proportion=0.0756, over 52.00 utterances.], tot_loss[loss=0.289, simple_loss=0.3536, pruned_loss=0.1122, over 2472714.48 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06891, over 19710.58 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3334, pruned_loss=0.08804, over 2322740.90 frames. utt_duration=1297 frames, utt_pad_proportion=0.0424, over 7169.45 utterances.], giga_tot_loss[loss=0.2923, simple_loss=0.3554, pruned_loss=0.1146, over 2473045.44 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07068, over 20990.02 utterances.], batch size: 52, lr: 8.68e-04
2022-08-21 11:15:08,062 INFO [train.py:927] (5/8) Epoch 3, batch 5600, giga_loss[loss=0.3775, simple_loss=0.3972, pruned_loss=0.1789, over 12382.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.2911, simple_loss=0.3548, pruned_loss=0.1137, over 2472912.15 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07101, over 20319.16 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3335, pruned_loss=0.08813, over 2323535.20 frames. utt_duration=1298 frames, utt_pad_proportion=0.04222, over 7167.60 utterances.], giga_tot_loss[loss=0.2937, simple_loss=0.3561, pruned_loss=0.1156, over 2473135.04 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07235, over 21372.95 utterances.], batch size: 257, lr: 8.68e-04
2022-08-21 11:16:52,258 INFO [train.py:927] (5/8) Epoch 3, batch 5650, giga_loss[loss=0.276, simple_loss=0.3664, pruned_loss=0.09278, over 12310.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02892, over 74.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3529, pruned_loss=0.1112, over 2473575.66 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07011, over 20486.27 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3332, pruned_loss=0.08807, over 2325600.82 frames. utt_duration=1300 frames, utt_pad_proportion=0.04177, over 7163.07 utterances.], giga_tot_loss[loss=0.2903, simple_loss=0.3546, pruned_loss=0.113, over 2473900.17 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07147, over 21500.18 utterances.], batch size: 74, lr: 8.67e-04
2022-08-21 11:18:35,038 INFO [train.py:927] (5/8) Epoch 3, batch 5700, giga_loss[loss=0.2589, simple_loss=0.3316, pruned_loss=0.09313, over 12473.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03556, over 37.00 utterances.], tot_loss[loss=0.2873, simple_loss=0.3535, pruned_loss=0.1105, over 2473600.05 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07309, over 20510.60 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3335, pruned_loss=0.088, over 2330882.10 frames. utt_duration=1304 frames, utt_pad_proportion=0.04044, over 7159.60 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3553, pruned_loss=0.113, over 2474365.01 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07483, over 21838.58 utterances.], batch size: 37, lr: 8.67e-04
2022-08-21 11:20:21,390 INFO [train.py:927] (5/8) Epoch 3, batch 5750, libri_loss[loss=0.2284, simple_loss=0.3219, pruned_loss=0.06739, over 12197.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005275, over 33.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3534, pruned_loss=0.1102, over 2471860.17 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07342, over 20527.19 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3342, pruned_loss=0.08786, over 2333095.50 frames. utt_duration=1305 frames, utt_pad_proportion=0.03991, over 7157.45 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.3547, pruned_loss=0.1127, over 2473002.85 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07514, over 21824.67 utterances.], batch size: 33, lr: 8.67e-04
2022-08-21 11:22:04,325 INFO [train.py:927] (5/8) Epoch 3, batch 5800, giga_loss[loss=0.285, simple_loss=0.3424, pruned_loss=0.1138, over 12393.00 frames. utt_duration=973.5 frames, utt_pad_proportion=0.02942, over 51.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3509, pruned_loss=0.1094, over 2472942.54 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07125, over 20068.85 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3337, pruned_loss=0.08747, over 2339712.55 frames. utt_duration=1295 frames, utt_pad_proportion=0.04304, over 7236.21 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3531, pruned_loss=0.1128, over 2474041.56 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07256, over 21659.33 utterances.], batch size: 51, lr: 8.66e-04
2022-08-21 11:23:52,476 INFO [train.py:927] (5/8) Epoch 3, batch 5850, giga_loss[loss=0.3015, simple_loss=0.3578, pruned_loss=0.1226, over 12357.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02319, over 45.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3496, pruned_loss=0.1105, over 2472749.91 frames. utt_duration=458.2 frames, utt_pad_proportion=0.08341, over 21656.49 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3339, pruned_loss=0.08764, over 2340915.83 frames. utt_duration=1296 frames, utt_pad_proportion=0.04269, over 7235.83 utterances.], giga_tot_loss[loss=0.2889, simple_loss=0.3514, pruned_loss=0.1132, over 2473726.10 frames. utt_duration=431.4 frames, utt_pad_proportion=0.08385, over 23017.12 utterances.], batch size: 45, lr: 8.66e-04
2022-08-21 11:25:32,536 INFO [train.py:927] (5/8) Epoch 3, batch 5900, giga_loss[loss=0.269, simple_loss=0.3395, pruned_loss=0.09926, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03799, over 113.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3486, pruned_loss=0.1096, over 2473599.15 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07838, over 20857.96 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3342, pruned_loss=0.08767, over 2346185.78 frames. utt_duration=1293 frames, utt_pad_proportion=0.04257, over 7265.69 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3503, pruned_loss=0.1126, over 2474311.86 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07958, over 22439.47 utterances.], batch size: 113, lr: 8.66e-04
2022-08-21 11:27:13,397 INFO [train.py:927] (5/8) Epoch 3, batch 5950, giga_loss[loss=0.3585, simple_loss=0.3823, pruned_loss=0.1673, over 12378.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1086, over 259.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.3448, pruned_loss=0.1057, over 2473146.45 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07495, over 20606.87 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3346, pruned_loss=0.08769, over 2351243.53 frames. utt_duration=1294 frames, utt_pad_proportion=0.04166, over 7276.66 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3464, pruned_loss=0.1089, over 2474286.86 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07687, over 22430.28 utterances.], batch size: 259, lr: 8.65e-04
2022-08-21 11:29:02,653 INFO [train.py:927] (5/8) Epoch 3, batch 6000, giga_loss[loss=0.2751, simple_loss=0.3328, pruned_loss=0.1087, over 12226.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03766, over 28.00 utterances.], tot_loss[loss=0.2765, simple_loss=0.3431, pruned_loss=0.105, over 2473037.79 frames. utt_duration=476 frames, utt_pad_proportion=0.07894, over 20847.12 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3347, pruned_loss=0.08757, over 2353656.59 frames. utt_duration=1297 frames, utt_pad_proportion=0.04113, over 7266.15 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.3444, pruned_loss=0.1079, over 2473936.63 frames. utt_duration=440.5 frames, utt_pad_proportion=0.0805, over 22538.53 utterances.], batch size: 28, lr: 8.65e-04
2022-08-21 11:29:02,653 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 11:29:18,199 INFO [train.py:967] (5/8) 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 11:31:02,415 INFO [train.py:927] (5/8) Epoch 3, batch 6050, giga_loss[loss=0.2619, simple_loss=0.3339, pruned_loss=0.09494, over 12336.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03187, over 85.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3403, pruned_loss=0.1037, over 2473735.84 frames. utt_duration=476 frames, utt_pad_proportion=0.07842, over 20851.44 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3346, pruned_loss=0.08751, over 2356129.92 frames. utt_duration=1299 frames, utt_pad_proportion=0.04045, over 7261.84 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3416, pruned_loss=0.1064, over 2474357.89 frames. utt_duration=442.4 frames, utt_pad_proportion=0.08011, over 22446.09 utterances.], batch size: 85, lr: 8.64e-04
2022-08-21 11:32:45,446 INFO [train.py:927] (5/8) Epoch 3, batch 6100, giga_loss[loss=0.3643, simple_loss=0.3947, pruned_loss=0.167, over 12401.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3414, pruned_loss=0.1042, over 2473879.62 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07666, over 21050.49 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3345, pruned_loss=0.08742, over 2357335.61 frames. utt_duration=1299 frames, utt_pad_proportion=0.0402, over 7266.19 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3425, pruned_loss=0.1065, over 2474343.36 frames. utt_duration=443 frames, utt_pad_proportion=0.07828, over 22415.28 utterances.], batch size: 259, lr: 8.64e-04
2022-08-21 11:34:30,055 INFO [train.py:927] (5/8) Epoch 3, batch 6150, giga_loss[loss=0.3033, simple_loss=0.352, pruned_loss=0.1273, over 12379.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05959, over 182.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3392, pruned_loss=0.1022, over 2474211.52 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06955, over 19640.50 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3342, pruned_loss=0.08732, over 2360618.22 frames. utt_duration=1303 frames, utt_pad_proportion=0.0393, over 7255.42 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3405, pruned_loss=0.1045, over 2474747.73 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07194, over 21087.43 utterances.], batch size: 182, lr: 8.64e-04
2022-08-21 11:36:16,395 INFO [train.py:927] (5/8) Epoch 3, batch 6200, giga_loss[loss=0.2796, simple_loss=0.3535, pruned_loss=0.1028, over 12308.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02702, over 45.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3404, pruned_loss=0.1027, over 2474210.69 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06601, over 18994.27 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3339, pruned_loss=0.08751, over 2366151.62 frames. utt_duration=1293 frames, utt_pad_proportion=0.04226, over 7329.85 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.342, pruned_loss=0.1052, over 2474658.12 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06797, over 20652.90 utterances.], batch size: 45, lr: 8.63e-04
2022-08-21 11:38:00,870 INFO [train.py:927] (5/8) Epoch 3, batch 6250, giga_loss[loss=0.2739, simple_loss=0.3472, pruned_loss=0.1003, over 12425.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03314, over 43.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.3427, pruned_loss=0.1047, over 2473956.90 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06607, over 19203.10 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3332, pruned_loss=0.08722, over 2370105.85 frames. utt_duration=1297 frames, utt_pad_proportion=0.04141, over 7316.19 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.345, pruned_loss=0.1076, over 2474590.43 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06825, over 21010.08 utterances.], batch size: 43, lr: 8.63e-04
2022-08-21 11:39:47,251 INFO [train.py:927] (5/8) Epoch 3, batch 6300, giga_loss[loss=0.2834, simple_loss=0.356, pruned_loss=0.1054, over 12390.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3446, pruned_loss=0.106, over 2474181.34 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06398, over 19036.61 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3324, pruned_loss=0.08681, over 2373058.62 frames. utt_duration=1303 frames, utt_pad_proportion=0.04034, over 7291.57 utterances.], giga_tot_loss[loss=0.2829, simple_loss=0.3474, pruned_loss=0.1092, over 2475250.29 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06646, over 20868.01 utterances.], batch size: 58, lr: 8.63e-04
2022-08-21 11:41:32,250 INFO [train.py:927] (5/8) Epoch 3, batch 6350, giga_loss[loss=0.3213, simple_loss=0.3805, pruned_loss=0.131, over 12445.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03556, over 105.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.3456, pruned_loss=0.1057, over 2474748.16 frames. utt_duration=503.9 frames, utt_pad_proportion=0.0631, over 19702.13 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3328, pruned_loss=0.08664, over 2374789.07 frames. utt_duration=1308 frames, utt_pad_proportion=0.03991, over 7268.95 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3476, pruned_loss=0.1087, over 2475836.81 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06534, over 21393.19 utterances.], batch size: 105, lr: 8.62e-04
2022-08-21 11:43:15,280 INFO [train.py:927] (5/8) Epoch 3, batch 6400, giga_loss[loss=0.2838, simple_loss=0.3396, pruned_loss=0.114, over 12249.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03013, over 45.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3485, pruned_loss=0.1087, over 2475009.38 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06774, over 21052.28 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3327, pruned_loss=0.08653, over 2377770.16 frames. utt_duration=1313 frames, utt_pad_proportion=0.039, over 7251.14 utterances.], giga_tot_loss[loss=0.2871, simple_loss=0.3506, pruned_loss=0.1118, over 2475859.31 frames. utt_duration=436.6 frames, utt_pad_proportion=0.06957, over 22758.44 utterances.], batch size: 45, lr: 8.62e-04
2022-08-21 11:45:04,439 INFO [train.py:927] (5/8) Epoch 3, batch 6450, giga_loss[loss=0.2509, simple_loss=0.326, pruned_loss=0.08785, over 12355.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03231, over 58.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3483, pruned_loss=0.1084, over 2475176.16 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06573, over 21022.96 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3341, pruned_loss=0.08679, over 2379135.26 frames. utt_duration=1314 frames, utt_pad_proportion=0.03856, over 7252.37 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3489, pruned_loss=0.1109, over 2475931.26 frames. utt_duration=440.6 frames, utt_pad_proportion=0.06756, over 22552.64 utterances.], batch size: 58, lr: 8.62e-04
2022-08-21 11:46:48,360 INFO [train.py:927] (5/8) Epoch 3, batch 6500, giga_loss[loss=0.254, simple_loss=0.3305, pruned_loss=0.08877, over 12117.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.03607, over 33.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3481, pruned_loss=0.1089, over 2474687.11 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06789, over 20852.46 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.335, pruned_loss=0.08749, over 2381716.63 frames. utt_duration=1309 frames, utt_pad_proportion=0.03846, over 7288.61 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3482, pruned_loss=0.1109, over 2475537.41 frames. utt_duration=442.6 frames, utt_pad_proportion=0.06959, over 22444.73 utterances.], batch size: 33, lr: 8.61e-04
2022-08-21 11:48:32,824 INFO [train.py:927] (5/8) Epoch 3, batch 6550, giga_loss[loss=0.3224, simple_loss=0.3728, pruned_loss=0.136, over 12356.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04183, over 113.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3491, pruned_loss=0.1107, over 2474972.69 frames. utt_duration=472 frames, utt_pad_proportion=0.07073, over 21041.69 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3352, pruned_loss=0.08762, over 2382897.57 frames. utt_duration=1309 frames, utt_pad_proportion=0.03801, over 7287.30 utterances.], giga_tot_loss[loss=0.2871, simple_loss=0.3492, pruned_loss=0.1124, over 2475812.81 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07216, over 22484.88 utterances.], batch size: 113, lr: 8.61e-04
2022-08-21 11:50:16,288 INFO [train.py:927] (5/8) Epoch 3, batch 6600, giga_loss[loss=0.34, simple_loss=0.3811, pruned_loss=0.1495, over 12391.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06934, over 211.00 utterances.], tot_loss[loss=0.2862, simple_loss=0.3494, pruned_loss=0.1115, over 2474980.97 frames. utt_duration=458.6 frames, utt_pad_proportion=0.0732, over 21657.39 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3347, pruned_loss=0.08739, over 2385252.68 frames. utt_duration=1306 frames, utt_pad_proportion=0.03846, over 7311.95 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3503, pruned_loss=0.1138, over 2475999.63 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07438, over 23180.23 utterances.], batch size: 211, lr: 8.60e-04
2022-08-21 11:52:03,432 INFO [train.py:927] (5/8) Epoch 3, batch 6650, giga_loss[loss=0.3049, simple_loss=0.3646, pruned_loss=0.1226, over 12424.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03848, over 105.00 utterances.], tot_loss[loss=0.2854, simple_loss=0.3486, pruned_loss=0.1111, over 2474515.13 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07318, over 21328.38 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.335, pruned_loss=0.08765, over 2387393.69 frames. utt_duration=1290 frames, utt_pad_proportion=0.04332, over 7409.39 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3493, pruned_loss=0.1132, over 2475394.42 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07323, over 22765.17 utterances.], batch size: 105, lr: 8.60e-04
2022-08-21 11:53:48,321 INFO [train.py:927] (5/8) Epoch 3, batch 6700, giga_loss[loss=0.2592, simple_loss=0.3277, pruned_loss=0.09542, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03343, over 40.00 utterances.], tot_loss[loss=0.2878, simple_loss=0.3502, pruned_loss=0.1127, over 2474882.11 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07449, over 21797.44 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3348, pruned_loss=0.08755, over 2388222.51 frames. utt_duration=1292 frames, utt_pad_proportion=0.04315, over 7400.29 utterances.], giga_tot_loss[loss=0.2903, simple_loss=0.3511, pruned_loss=0.1147, over 2475615.59 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07459, over 23072.41 utterances.], batch size: 40, lr: 8.60e-04
2022-08-21 11:55:33,405 INFO [train.py:927] (5/8) Epoch 3, batch 6750, giga_loss[loss=0.2657, simple_loss=0.3341, pruned_loss=0.09858, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03186, over 42.00 utterances.], tot_loss[loss=0.2895, simple_loss=0.352, pruned_loss=0.1135, over 2474186.02 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07069, over 21587.00 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3354, pruned_loss=0.08718, over 2390251.25 frames. utt_duration=1298 frames, utt_pad_proportion=0.04225, over 7374.68 utterances.], giga_tot_loss[loss=0.2924, simple_loss=0.3527, pruned_loss=0.1161, over 2475267.40 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07145, over 23014.37 utterances.], batch size: 42, lr: 8.59e-04
2022-08-21 11:57:17,128 INFO [train.py:927] (5/8) Epoch 3, batch 6800, giga_loss[loss=0.29, simple_loss=0.3587, pruned_loss=0.1106, over 12366.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02805, over 91.00 utterances.], tot_loss[loss=0.291, simple_loss=0.3528, pruned_loss=0.1146, over 2473474.01 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07627, over 22333.01 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3352, pruned_loss=0.08724, over 2391417.36 frames. utt_duration=1299 frames, utt_pad_proportion=0.04189, over 7374.03 utterances.], giga_tot_loss[loss=0.294, simple_loss=0.3539, pruned_loss=0.117, over 2474784.21 frames. utt_duration=418.9 frames, utt_pad_proportion=0.07681, over 23715.86 utterances.], batch size: 91, lr: 8.59e-04
2022-08-21 11:59:01,190 INFO [train.py:927] (5/8) Epoch 3, batch 6850, libri_loss[loss=0.2185, simple_loss=0.2896, pruned_loss=0.0737, over 12236.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005684, over 31.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3518, pruned_loss=0.1137, over 2472979.47 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07792, over 22125.71 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3345, pruned_loss=0.08704, over 2393193.75 frames. utt_duration=1303 frames, utt_pad_proportion=0.04111, over 7356.79 utterances.], giga_tot_loss[loss=0.2934, simple_loss=0.3537, pruned_loss=0.1165, over 2474239.41 frames. utt_duration=421.2 frames, utt_pad_proportion=0.07868, over 23582.17 utterances.], batch size: 31, lr: 8.59e-04
2022-08-21 12:00:42,479 INFO [train.py:927] (5/8) Epoch 3, batch 6900, libri_loss[loss=0.2691, simple_loss=0.3533, pruned_loss=0.0925, over 12304.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.006274, over 36.00 utterances.], tot_loss[loss=0.2872, simple_loss=0.3501, pruned_loss=0.1122, over 2473627.70 frames. utt_duration=459 frames, utt_pad_proportion=0.07347, over 21626.48 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3343, pruned_loss=0.0869, over 2395744.65 frames. utt_duration=1305 frames, utt_pad_proportion=0.04015, over 7350.37 utterances.], giga_tot_loss[loss=0.2915, simple_loss=0.3523, pruned_loss=0.1154, over 2474853.29 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07497, over 23279.68 utterances.], batch size: 36, lr: 8.58e-04
2022-08-21 12:02:29,728 INFO [train.py:927] (5/8) Epoch 3, batch 6950, giga_loss[loss=0.271, simple_loss=0.332, pruned_loss=0.105, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02795, over 48.00 utterances.], tot_loss[loss=0.2875, simple_loss=0.3509, pruned_loss=0.112, over 2473635.17 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06955, over 21005.76 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3348, pruned_loss=0.08702, over 2397575.72 frames. utt_duration=1295 frames, utt_pad_proportion=0.04426, over 7416.31 utterances.], giga_tot_loss[loss=0.2913, simple_loss=0.3526, pruned_loss=0.115, over 2474695.95 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07009, over 22578.95 utterances.], batch size: 48, lr: 8.58e-04
2022-08-21 12:04:13,807 INFO [train.py:927] (5/8) Epoch 3, batch 7000, giga_loss[loss=0.2661, simple_loss=0.3383, pruned_loss=0.09696, over 12319.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02842, over 74.00 utterances.], tot_loss[loss=0.2883, simple_loss=0.3504, pruned_loss=0.1131, over 2473465.49 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07399, over 21795.55 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3341, pruned_loss=0.08713, over 2399554.25 frames. utt_duration=1290 frames, utt_pad_proportion=0.04728, over 7451.31 utterances.], giga_tot_loss[loss=0.2927, simple_loss=0.3529, pruned_loss=0.1163, over 2474889.32 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07364, over 23473.17 utterances.], batch size: 74, lr: 8.58e-04
2022-08-21 12:05:59,440 INFO [train.py:927] (5/8) Epoch 3, batch 7050, giga_loss[loss=0.3528, simple_loss=0.3804, pruned_loss=0.1626, over 12335.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2069, over 370.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3513, pruned_loss=0.114, over 2473252.30 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07552, over 22024.32 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3342, pruned_loss=0.08727, over 2401903.23 frames. utt_duration=1287 frames, utt_pad_proportion=0.04657, over 7472.87 utterances.], giga_tot_loss[loss=0.2942, simple_loss=0.3538, pruned_loss=0.1172, over 2474576.77 frames. utt_duration=417 frames, utt_pad_proportion=0.07561, over 23823.44 utterances.], batch size: 370, lr: 8.57e-04
2022-08-21 12:07:43,972 INFO [train.py:927] (5/8) Epoch 3, batch 7100, giga_loss[loss=0.2764, simple_loss=0.3471, pruned_loss=0.1029, over 12108.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03143, over 30.00 utterances.], tot_loss[loss=0.289, simple_loss=0.351, pruned_loss=0.1135, over 2473555.27 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07738, over 22188.18 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3345, pruned_loss=0.08735, over 2403550.79 frames. utt_duration=1287 frames, utt_pad_proportion=0.04583, over 7481.00 utterances.], giga_tot_loss[loss=0.2932, simple_loss=0.3531, pruned_loss=0.1167, over 2474710.42 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07777, over 23946.25 utterances.], batch size: 30, lr: 8.57e-04
2022-08-21 12:09:29,777 INFO [train.py:927] (5/8) Epoch 3, batch 7150, giga_loss[loss=0.2602, simple_loss=0.3387, pruned_loss=0.09087, over 12384.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02703, over 91.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3503, pruned_loss=0.1119, over 2474728.50 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07502, over 21822.46 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3346, pruned_loss=0.08734, over 2405170.48 frames. utt_duration=1276 frames, utt_pad_proportion=0.04987, over 7550.46 utterances.], giga_tot_loss[loss=0.2912, simple_loss=0.3523, pruned_loss=0.115, over 2475777.90 frames. utt_duration=423 frames, utt_pad_proportion=0.07471, over 23493.40 utterances.], batch size: 91, lr: 8.57e-04
2022-08-21 12:11:13,711 INFO [train.py:927] (5/8) Epoch 3, batch 7200, giga_loss[loss=0.2593, simple_loss=0.322, pruned_loss=0.09828, over 12214.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03041, over 42.00 utterances.], tot_loss[loss=0.2871, simple_loss=0.3499, pruned_loss=0.1121, over 2474385.32 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07763, over 22148.27 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3346, pruned_loss=0.08745, over 2406481.79 frames. utt_duration=1265 frames, utt_pad_proportion=0.05341, over 7618.77 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3518, pruned_loss=0.1149, over 2475290.10 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07645, over 23678.35 utterances.], batch size: 42, lr: 8.56e-04
2022-08-21 12:13:07,695 INFO [train.py:927] (5/8) Epoch 3, batch 7250, giga_loss[loss=0.2541, simple_loss=0.3238, pruned_loss=0.09227, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04369, over 34.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3463, pruned_loss=0.1099, over 2474798.32 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07635, over 21466.54 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3351, pruned_loss=0.0876, over 2407878.92 frames. utt_duration=1255 frames, utt_pad_proportion=0.05652, over 7681.28 utterances.], giga_tot_loss[loss=0.2862, simple_loss=0.3476, pruned_loss=0.1124, over 2475503.63 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07479, over 22877.74 utterances.], batch size: 34, lr: 8.56e-04
2022-08-21 12:14:52,199 INFO [train.py:927] (5/8) Epoch 3, batch 7300, giga_loss[loss=0.3176, simple_loss=0.3706, pruned_loss=0.1323, over 12435.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3438, pruned_loss=0.1087, over 2474521.83 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07384, over 20743.77 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3351, pruned_loss=0.08748, over 2408658.07 frames. utt_duration=1259 frames, utt_pad_proportion=0.05589, over 7663.15 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.345, pruned_loss=0.1111, over 2475285.13 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07299, over 22057.13 utterances.], batch size: 105, lr: 8.55e-04
2022-08-21 12:16:38,131 INFO [train.py:927] (5/8) Epoch 3, batch 7350, giga_loss[loss=0.2644, simple_loss=0.3373, pruned_loss=0.09569, over 12375.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03197, over 62.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3429, pruned_loss=0.1073, over 2473866.85 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07934, over 21908.21 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3348, pruned_loss=0.08739, over 2409566.21 frames. utt_duration=1262 frames, utt_pad_proportion=0.0551, over 7645.12 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3443, pruned_loss=0.1097, over 2474808.43 frames. utt_duration=428 frames, utt_pad_proportion=0.07877, over 23211.14 utterances.], batch size: 62, lr: 8.55e-04
2022-08-21 12:18:23,388 INFO [train.py:927] (5/8) Epoch 3, batch 7400, giga_loss[loss=0.2734, simple_loss=0.339, pruned_loss=0.1038, over 12415.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07706, over 213.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3413, pruned_loss=0.1039, over 2474118.68 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07716, over 22344.09 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3349, pruned_loss=0.08748, over 2410837.87 frames. utt_duration=1264 frames, utt_pad_proportion=0.05419, over 7636.29 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.3424, pruned_loss=0.1061, over 2474869.33 frames. utt_duration=419.9 frames, utt_pad_proportion=0.07723, over 23660.84 utterances.], batch size: 213, lr: 8.55e-04
2022-08-21 12:20:08,332 INFO [train.py:927] (5/8) Epoch 3, batch 7450, libri_loss[loss=0.255, simple_loss=0.3354, pruned_loss=0.08727, over 12327.00 frames. utt_duration=771.8 frames, utt_pad_proportion=0.1199, over 64.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3376, pruned_loss=0.1002, over 2473660.64 frames. utt_duration=431 frames, utt_pad_proportion=0.08052, over 23036.07 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3349, pruned_loss=0.08745, over 2412942.82 frames. utt_duration=1265 frames, utt_pad_proportion=0.05323, over 7637.12 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3388, pruned_loss=0.1026, over 2474891.94 frames. utt_duration=401.7 frames, utt_pad_proportion=0.08101, over 24733.59 utterances.], batch size: 64, lr: 8.54e-04
2022-08-21 12:21:52,781 INFO [train.py:927] (5/8) Epoch 3, batch 7500, giga_loss[loss=0.2954, simple_loss=0.3398, pruned_loss=0.1255, over 12341.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1853, over 360.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3347, pruned_loss=0.09636, over 2473456.37 frames. utt_duration=404.7 frames, utt_pad_proportion=0.08424, over 24537.18 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3347, pruned_loss=0.08738, over 2413330.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.05283, over 7626.76 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3358, pruned_loss=0.09838, over 2474621.66 frames. utt_duration=381.9 frames, utt_pad_proportion=0.08456, over 26019.21 utterances.], batch size: 360, lr: 8.54e-04
2022-08-21 12:23:38,060 INFO [train.py:927] (5/8) Epoch 3, batch 7550, giga_loss[loss=0.2327, simple_loss=0.3184, pruned_loss=0.07353, over 12356.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3342, pruned_loss=0.09531, over 2474168.21 frames. utt_duration=405 frames, utt_pad_proportion=0.07964, over 24525.94 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3346, pruned_loss=0.08728, over 2414860.98 frames. utt_duration=1268 frames, utt_pad_proportion=0.05188, over 7626.96 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3351, pruned_loss=0.0972, over 2475075.86 frames. utt_duration=381.2 frames, utt_pad_proportion=0.08057, over 26072.00 utterances.], batch size: 97, lr: 8.54e-04
2022-08-21 12:25:21,249 INFO [train.py:927] (5/8) Epoch 3, batch 7600, giga_loss[loss=0.2461, simple_loss=0.3188, pruned_loss=0.08664, over 12385.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05889, over 182.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3322, pruned_loss=0.09324, over 2474441.74 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07805, over 24541.69 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3349, pruned_loss=0.08732, over 2416237.08 frames. utt_duration=1274 frames, utt_pad_proportion=0.05072, over 7596.47 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3326, pruned_loss=0.09492, over 2475523.47 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07941, over 26277.88 utterances.], batch size: 182, lr: 8.53e-04
2022-08-21 12:27:06,265 INFO [train.py:927] (5/8) Epoch 3, batch 7650, libri_loss[loss=0.2556, simple_loss=0.3243, pruned_loss=0.09347, over 12172.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005204, over 33.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3309, pruned_loss=0.09113, over 2474749.60 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07217, over 23397.93 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3342, pruned_loss=0.08695, over 2417736.31 frames. utt_duration=1278 frames, utt_pad_proportion=0.04949, over 7575.85 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3318, pruned_loss=0.09297, over 2476092.51 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07425, over 25331.16 utterances.], batch size: 33, lr: 8.53e-04
2022-08-21 12:28:49,162 INFO [train.py:927] (5/8) Epoch 3, batch 7700, giga_loss[loss=0.2173, simple_loss=0.2977, pruned_loss=0.06847, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3279, pruned_loss=0.08851, over 2475353.96 frames. utt_duration=417.9 frames, utt_pad_proportion=0.07128, over 23773.41 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3351, pruned_loss=0.08725, over 2419310.76 frames. utt_duration=1280 frames, utt_pad_proportion=0.04847, over 7569.52 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3277, pruned_loss=0.08976, over 2476298.19 frames. utt_duration=387 frames, utt_pad_proportion=0.0734, over 25688.56 utterances.], batch size: 146, lr: 8.53e-04
2022-08-21 12:30:34,485 INFO [train.py:927] (5/8) Epoch 3, batch 7750, giga_loss[loss=0.2003, simple_loss=0.2862, pruned_loss=0.05718, over 12235.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03053, over 45.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3243, pruned_loss=0.08618, over 2474726.58 frames. utt_duration=413.3 frames, utt_pad_proportion=0.07294, over 24035.29 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3359, pruned_loss=0.08727, over 2420183.52 frames. utt_duration=1284 frames, utt_pad_proportion=0.04759, over 7547.48 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3233, pruned_loss=0.08716, over 2475956.30 frames. utt_duration=383.1 frames, utt_pad_proportion=0.07486, over 25948.30 utterances.], batch size: 45, lr: 8.52e-04
2022-08-21 12:32:24,533 INFO [train.py:927] (5/8) Epoch 3, batch 7800, giga_loss[loss=0.3034, simple_loss=0.3707, pruned_loss=0.1181, over 12384.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.0494, over 161.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3239, pruned_loss=0.08633, over 2475360.01 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07468, over 25360.18 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3355, pruned_loss=0.08703, over 2421119.02 frames. utt_duration=1287 frames, utt_pad_proportion=0.04685, over 7535.63 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3232, pruned_loss=0.08728, over 2476475.95 frames. utt_duration=365.9 frames, utt_pad_proportion=0.07633, over 27177.09 utterances.], batch size: 161, lr: 8.52e-04
2022-08-21 12:34:24,221 INFO [train.py:927] (5/8) Epoch 3, batch 7850, giga_loss[loss=0.3091, simple_loss=0.3591, pruned_loss=0.1295, over 12402.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1002, over 257.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3243, pruned_loss=0.08617, over 2475446.16 frames. utt_duration=390.4 frames, utt_pad_proportion=0.07471, over 25456.74 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3345, pruned_loss=0.08661, over 2422363.25 frames. utt_duration=1291 frames, utt_pad_proportion=0.04597, over 7516.77 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3243, pruned_loss=0.08728, over 2476702.16 frames. utt_duration=362.7 frames, utt_pad_proportion=0.0764, over 27420.00 utterances.], batch size: 257, lr: 8.52e-04
2022-08-21 12:36:25,805 INFO [train.py:927] (5/8) Epoch 3, batch 7900, giga_loss[loss=0.2492, simple_loss=0.3216, pruned_loss=0.08838, over 12404.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07369, over 212.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3228, pruned_loss=0.08467, over 2475783.16 frames. utt_duration=398.9 frames, utt_pad_proportion=0.07045, over 24910.00 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3344, pruned_loss=0.08655, over 2423837.31 frames. utt_duration=1282 frames, utt_pad_proportion=0.04699, over 7570.05 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3227, pruned_loss=0.08561, over 2476639.45 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07205, over 26836.15 utterances.], batch size: 212, lr: 8.51e-04
2022-08-21 12:38:33,678 INFO [train.py:927] (5/8) Epoch 3, batch 7950, giga_loss[loss=0.2502, simple_loss=0.3202, pruned_loss=0.09005, over 12379.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03053, over 58.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3218, pruned_loss=0.08298, over 2476125.03 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06686, over 24665.38 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3344, pruned_loss=0.08649, over 2424218.41 frames. utt_duration=1285 frames, utt_pad_proportion=0.04666, over 7557.39 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3216, pruned_loss=0.08373, over 2476925.98 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06849, over 26350.28 utterances.], batch size: 58, lr: 8.51e-04
2022-08-21 12:40:35,988 INFO [train.py:927] (5/8) Epoch 3, batch 8000, giga_loss[loss=0.2054, simple_loss=0.2933, pruned_loss=0.05875, over 12302.00 frames. utt_duration=746.9 frames, utt_pad_proportion=0.03123, over 66.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3198, pruned_loss=0.08271, over 2475915.02 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06441, over 24053.29 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.334, pruned_loss=0.08619, over 2425745.10 frames. utt_duration=1287 frames, utt_pad_proportion=0.04554, over 7547.54 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3195, pruned_loss=0.08348, over 2477025.32 frames. utt_duration=382 frames, utt_pad_proportion=0.0664, over 26025.75 utterances.], batch size: 66, lr: 8.51e-04
2022-08-21 12:42:30,631 INFO [train.py:927] (5/8) Epoch 3, batch 8050, giga_loss[loss=0.2613, simple_loss=0.3359, pruned_loss=0.09336, over 12402.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.02885, over 80.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.319, pruned_loss=0.08168, over 2476719.57 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06459, over 24273.99 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3336, pruned_loss=0.08595, over 2427236.98 frames. utt_duration=1289 frames, utt_pad_proportion=0.04451, over 7542.19 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3187, pruned_loss=0.08239, over 2477621.05 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06658, over 26294.96 utterances.], batch size: 80, lr: 8.50e-04
2022-08-21 12:44:46,330 INFO [train.py:927] (5/8) Epoch 3, batch 8100, giga_loss[loss=0.2205, simple_loss=0.2954, pruned_loss=0.07284, over 12431.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07224, over 212.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3185, pruned_loss=0.08084, over 2476416.12 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06667, over 24490.20 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3335, pruned_loss=0.08616, over 2429010.16 frames. utt_duration=1279 frames, utt_pad_proportion=0.04726, over 7603.78 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3176, pruned_loss=0.08102, over 2477722.90 frames. utt_duration=370.9 frames, utt_pad_proportion=0.06763, over 26811.82 utterances.], batch size: 212, lr: 8.50e-04
2022-08-21 12:46:49,127 INFO [train.py:927] (5/8) Epoch 3, batch 8150, giga_loss[loss=0.196, simple_loss=0.2849, pruned_loss=0.05355, over 12408.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04002, over 133.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3173, pruned_loss=0.08007, over 2476811.02 frames. utt_duration=401 frames, utt_pad_proportion=0.06793, over 24785.02 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3337, pruned_loss=0.08624, over 2429466.40 frames. utt_duration=1283 frames, utt_pad_proportion=0.04677, over 7582.80 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3163, pruned_loss=0.08008, over 2478058.95 frames. utt_duration=370.5 frames, utt_pad_proportion=0.06878, over 26846.22 utterances.], batch size: 133, lr: 8.50e-04
2022-08-21 12:48:59,002 INFO [train.py:927] (5/8) Epoch 3, batch 8200, giga_loss[loss=0.2321, simple_loss=0.3214, pruned_loss=0.0714, over 12364.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03259, over 97.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3196, pruned_loss=0.07881, over 2477519.01 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06967, over 25445.51 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3349, pruned_loss=0.08649, over 2429969.18 frames. utt_duration=1282 frames, utt_pad_proportion=0.04643, over 7587.96 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3176, pruned_loss=0.07854, over 2478480.58 frames. utt_duration=365.5 frames, utt_pad_proportion=0.07037, over 27218.23 utterances.], batch size: 97, lr: 8.49e-04
2022-08-21 12:51:08,839 INFO [train.py:927] (5/8) Epoch 3, batch 8250, giga_loss[loss=0.2067, simple_loss=0.3001, pruned_loss=0.05665, over 12445.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06167, over 183.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3186, pruned_loss=0.07687, over 2476965.25 frames. utt_duration=392 frames, utt_pad_proportion=0.07026, over 25351.31 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3345, pruned_loss=0.0861, over 2430418.81 frames. utt_duration=1285 frames, utt_pad_proportion=0.04577, over 7574.29 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3171, pruned_loss=0.07684, over 2478192.74 frames. utt_duration=367 frames, utt_pad_proportion=0.07108, over 27099.92 utterances.], batch size: 183, lr: 8.49e-04
2022-08-21 12:53:10,734 INFO [train.py:927] (5/8) Epoch 3, batch 8300, giga_loss[loss=0.3139, simple_loss=0.3606, pruned_loss=0.1336, over 12403.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1008, over 257.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3191, pruned_loss=0.07847, over 2477609.45 frames. utt_duration=387.5 frames, utt_pad_proportion=0.07279, over 25657.93 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3339, pruned_loss=0.0859, over 2431943.31 frames. utt_duration=1288 frames, utt_pad_proportion=0.0448, over 7564.04 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3181, pruned_loss=0.07842, over 2478459.59 frames. utt_duration=360.9 frames, utt_pad_proportion=0.07372, over 27560.76 utterances.], batch size: 257, lr: 8.49e-04
2022-08-21 12:55:43,188 INFO [train.py:927] (5/8) Epoch 3, batch 8350, libri_loss[loss=0.2273, simple_loss=0.3083, pruned_loss=0.07321, over 12399.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00712, over 31.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3192, pruned_loss=0.07915, over 2477899.61 frames. utt_duration=399 frames, utt_pad_proportion=0.06696, over 24917.00 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3336, pruned_loss=0.08575, over 2432340.50 frames. utt_duration=1291 frames, utt_pad_proportion=0.04431, over 7546.66 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3185, pruned_loss=0.07915, over 2478822.22 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06828, over 26682.50 utterances.], batch size: 31, lr: 8.48e-04
2022-08-21 12:57:49,803 INFO [train.py:927] (5/8) Epoch 3, batch 8400, giga_loss[loss=0.1631, simple_loss=0.2522, pruned_loss=0.03697, over 12444.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.03719, over 26.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3157, pruned_loss=0.07745, over 2478112.61 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06427, over 24340.95 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3329, pruned_loss=0.08545, over 2432941.72 frames. utt_duration=1294 frames, utt_pad_proportion=0.04377, over 7529.96 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3154, pruned_loss=0.07757, over 2479099.73 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06574, over 26049.83 utterances.], batch size: 26, lr: 8.48e-04
2022-08-21 12:59:48,179 INFO [train.py:927] (5/8) Epoch 3, batch 8450, libri_loss[loss=0.2385, simple_loss=0.3192, pruned_loss=0.07892, over 12387.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008932, over 38.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3172, pruned_loss=0.07777, over 2478778.42 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06284, over 23648.52 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3327, pruned_loss=0.08481, over 2435215.27 frames. utt_duration=1296 frames, utt_pad_proportion=0.04255, over 7523.02 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3163, pruned_loss=0.07808, over 2479542.12 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06474, over 25815.45 utterances.], batch size: 38, lr: 8.47e-04
2022-08-21 13:01:50,178 INFO [train.py:927] (5/8) Epoch 3, batch 8500, giga_loss[loss=0.2153, simple_loss=0.3017, pruned_loss=0.0645, over 12461.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03252, over 105.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3173, pruned_loss=0.07899, over 2478821.60 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06315, over 23489.31 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3324, pruned_loss=0.08483, over 2436368.81 frames. utt_duration=1288 frames, utt_pad_proportion=0.04602, over 7577.09 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3164, pruned_loss=0.07902, over 2479735.18 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06386, over 25672.03 utterances.], batch size: 105, lr: 8.47e-04
2022-08-21 13:03:56,346 INFO [train.py:927] (5/8) Epoch 3, batch 8550, giga_loss[loss=0.2183, simple_loss=0.3048, pruned_loss=0.06593, over 12381.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.02478, over 62.00 utterances.], tot_loss[loss=0.238, simple_loss=0.317, pruned_loss=0.07953, over 2478780.83 frames. utt_duration=412 frames, utt_pad_proportion=0.06433, over 24132.85 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.332, pruned_loss=0.0847, over 2436900.52 frames. utt_duration=1285 frames, utt_pad_proportion=0.04617, over 7592.22 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3163, pruned_loss=0.07958, over 2479794.60 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06487, over 26141.91 utterances.], batch size: 62, lr: 8.47e-04
2022-08-21 13:06:17,043 INFO [train.py:927] (5/8) Epoch 3, batch 8600, giga_loss[loss=0.2296, simple_loss=0.3084, pruned_loss=0.07541, over 12442.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05623, over 182.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3185, pruned_loss=0.07969, over 2478506.50 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06365, over 24029.41 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3317, pruned_loss=0.0846, over 2437365.42 frames. utt_duration=1287 frames, utt_pad_proportion=0.04548, over 7581.52 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.318, pruned_loss=0.07973, over 2479612.36 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06438, over 25916.57 utterances.], batch size: 182, lr: 8.46e-04
2022-08-21 13:08:24,685 INFO [train.py:927] (5/8) Epoch 3, batch 8650, giga_loss[loss=0.2089, simple_loss=0.2916, pruned_loss=0.06312, over 12163.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.03936, over 28.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3164, pruned_loss=0.07896, over 2477314.87 frames. utt_duration=418 frames, utt_pad_proportion=0.06545, over 23776.00 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.331, pruned_loss=0.08427, over 2438005.66 frames. utt_duration=1290 frames, utt_pad_proportion=0.04525, over 7568.16 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3162, pruned_loss=0.07913, over 2478917.27 frames. utt_duration=385 frames, utt_pad_proportion=0.06617, over 25833.09 utterances.], batch size: 28, lr: 8.46e-04
2022-08-21 13:10:21,458 INFO [train.py:927] (5/8) Epoch 3, batch 8700, giga_loss[loss=0.2413, simple_loss=0.3034, pruned_loss=0.08957, over 12361.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1884, over 362.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3118, pruned_loss=0.07728, over 2477274.48 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06897, over 23976.55 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3304, pruned_loss=0.08403, over 2438798.55 frames. utt_duration=1296 frames, utt_pad_proportion=0.0444, over 7537.44 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3118, pruned_loss=0.07747, over 2478880.77 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06964, over 26088.14 utterances.], batch size: 362, lr: 8.46e-04
2022-08-21 13:12:18,737 INFO [train.py:927] (5/8) Epoch 3, batch 8750, giga_loss[loss=0.2194, simple_loss=0.2916, pruned_loss=0.07354, over 12395.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07085, over 212.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3109, pruned_loss=0.07745, over 2476863.62 frames. utt_duration=392.5 frames, utt_pad_proportion=0.07576, over 25316.56 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3299, pruned_loss=0.08382, over 2439345.85 frames. utt_duration=1300 frames, utt_pad_proportion=0.04379, over 7514.86 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.311, pruned_loss=0.07768, over 2478335.51 frames. utt_duration=363.9 frames, utt_pad_proportion=0.07611, over 27332.28 utterances.], batch size: 212, lr: 8.45e-04
2022-08-21 13:14:23,601 INFO [train.py:927] (5/8) Epoch 3, batch 8800, giga_loss[loss=0.2384, simple_loss=0.3171, pruned_loss=0.07983, over 12377.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05559, over 181.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3132, pruned_loss=0.07629, over 2476466.97 frames. utt_duration=398.9 frames, utt_pad_proportion=0.07217, over 24907.62 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3325, pruned_loss=0.08372, over 2439901.78 frames. utt_duration=1303 frames, utt_pad_proportion=0.04315, over 7500.02 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3106, pruned_loss=0.07641, over 2477966.64 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07303, over 26914.47 utterances.], batch size: 181, lr: 8.45e-04
2022-08-21 13:16:32,488 INFO [train.py:927] (5/8) Epoch 3, batch 8850, giga_loss[loss=0.1998, simple_loss=0.2898, pruned_loss=0.05486, over 12407.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03525, over 75.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3117, pruned_loss=0.07507, over 2477036.37 frames. utt_duration=414.4 frames, utt_pad_proportion=0.0698, over 23979.26 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3325, pruned_loss=0.08331, over 2441646.42 frames. utt_duration=1308 frames, utt_pad_proportion=0.04183, over 7473.88 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3087, pruned_loss=0.07517, over 2478281.47 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07138, over 26399.47 utterances.], batch size: 75, lr: 8.45e-04
2022-08-21 13:18:36,466 INFO [train.py:927] (5/8) Epoch 3, batch 8900, giga_loss[loss=0.197, simple_loss=0.278, pruned_loss=0.058, over 12346.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3107, pruned_loss=0.07518, over 2477117.28 frames. utt_duration=421.1 frames, utt_pad_proportion=0.0659, over 23594.73 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3322, pruned_loss=0.08319, over 2441912.63 frames. utt_duration=1310 frames, utt_pad_proportion=0.04153, over 7466.14 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3084, pruned_loss=0.07529, over 2478163.77 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06762, over 25640.96 utterances.], batch size: 70, lr: 8.44e-04
2022-08-21 13:20:33,206 INFO [train.py:927] (5/8) Epoch 3, batch 8950, giga_loss[loss=0.2426, simple_loss=0.3303, pruned_loss=0.07744, over 12326.00 frames. utt_duration=625.2 frames, utt_pad_proportion=0.02919, over 79.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3092, pruned_loss=0.07468, over 2476964.13 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06972, over 24071.75 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3314, pruned_loss=0.08294, over 2442772.70 frames. utt_duration=1302 frames, utt_pad_proportion=0.04446, over 7515.67 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3074, pruned_loss=0.07473, over 2478133.61 frames. utt_duration=379.2 frames, utt_pad_proportion=0.07033, over 26221.17 utterances.], batch size: 79, lr: 8.44e-04
2022-08-21 13:22:35,999 INFO [train.py:927] (5/8) Epoch 3, batch 9000, giga_loss[loss=0.2267, simple_loss=0.3122, pruned_loss=0.07055, over 12391.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03257, over 122.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3114, pruned_loss=0.07537, over 2477490.91 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07, over 24461.31 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3312, pruned_loss=0.08292, over 2443249.72 frames. utt_duration=1291 frames, utt_pad_proportion=0.04807, over 7578.21 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3099, pruned_loss=0.07533, over 2478455.39 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06965, over 26338.19 utterances.], batch size: 122, lr: 8.44e-04
2022-08-21 13:22:36,000 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 13:22:49,584 INFO [train.py:967] (5/8) 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 13:24:47,978 INFO [train.py:927] (5/8) Epoch 3, batch 9050, giga_loss[loss=0.2274, simple_loss=0.3112, pruned_loss=0.07182, over 12406.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03606, over 113.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3132, pruned_loss=0.07606, over 2477320.21 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06514, over 23670.13 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3311, pruned_loss=0.08312, over 2444227.65 frames. utt_duration=1286 frames, utt_pad_proportion=0.04811, over 7611.33 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3115, pruned_loss=0.07568, over 2478101.16 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06536, over 25582.33 utterances.], batch size: 113, lr: 8.43e-04
2022-08-21 13:26:49,270 INFO [train.py:927] (5/8) Epoch 3, batch 9100, giga_loss[loss=0.1946, simple_loss=0.2855, pruned_loss=0.05187, over 12412.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02491, over 48.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3115, pruned_loss=0.07485, over 2477387.29 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06407, over 23637.59 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3305, pruned_loss=0.08284, over 2445252.92 frames. utt_duration=1289 frames, utt_pad_proportion=0.04737, over 7596.65 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3101, pruned_loss=0.07454, over 2478266.25 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06472, over 25769.55 utterances.], batch size: 48, lr: 8.43e-04
2022-08-21 13:28:50,755 INFO [train.py:927] (5/8) Epoch 3, batch 9150, giga_loss[loss=0.216, simple_loss=0.2918, pruned_loss=0.07012, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03173, over 80.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3094, pruned_loss=0.07407, over 2477404.62 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06576, over 23345.76 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3302, pruned_loss=0.0827, over 2445462.52 frames. utt_duration=1287 frames, utt_pad_proportion=0.04788, over 7609.80 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3083, pruned_loss=0.07384, over 2478318.00 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06608, over 25218.23 utterances.], batch size: 80, lr: 8.43e-04
2022-08-21 13:30:57,574 INFO [train.py:927] (5/8) Epoch 3, batch 9200, giga_loss[loss=0.2405, simple_loss=0.3278, pruned_loss=0.07662, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03645, over 113.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.312, pruned_loss=0.07573, over 2477403.32 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07045, over 25063.67 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3309, pruned_loss=0.08267, over 2445612.45 frames. utt_duration=1288 frames, utt_pad_proportion=0.0475, over 7601.72 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3103, pruned_loss=0.07551, over 2478274.94 frames. utt_duration=372.6 frames, utt_pad_proportion=0.07055, over 26692.39 utterances.], batch size: 113, lr: 8.42e-04
2022-08-21 13:33:05,253 INFO [train.py:927] (5/8) Epoch 3, batch 9250, giga_loss[loss=0.2391, simple_loss=0.3279, pruned_loss=0.07512, over 12364.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04681, over 146.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3145, pruned_loss=0.07686, over 2477522.13 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06622, over 24326.52 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3314, pruned_loss=0.08273, over 2445621.15 frames. utt_duration=1292 frames, utt_pad_proportion=0.047, over 7581.78 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3125, pruned_loss=0.07654, over 2478647.77 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06672, over 25867.46 utterances.], batch size: 146, lr: 8.42e-04
2022-08-21 13:35:10,635 INFO [train.py:927] (5/8) Epoch 3, batch 9300, giga_loss[loss=0.2522, simple_loss=0.325, pruned_loss=0.08972, over 12435.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.02707, over 122.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3159, pruned_loss=0.07711, over 2477460.78 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06555, over 23802.81 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3309, pruned_loss=0.08258, over 2445969.04 frames. utt_duration=1298 frames, utt_pad_proportion=0.0463, over 7544.68 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3143, pruned_loss=0.07686, over 2478742.06 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06625, over 25419.72 utterances.], batch size: 122, lr: 8.42e-04
2022-08-21 13:37:19,507 INFO [train.py:927] (5/8) Epoch 3, batch 9350, giga_loss[loss=0.2148, simple_loss=0.3017, pruned_loss=0.064, over 12329.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.02938, over 66.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3138, pruned_loss=0.07611, over 2477482.55 frames. utt_duration=434.1 frames, utt_pad_proportion=0.06163, over 22890.78 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.33, pruned_loss=0.08209, over 2446609.60 frames. utt_duration=1301 frames, utt_pad_proportion=0.04572, over 7530.51 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3129, pruned_loss=0.07618, over 2478761.15 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06275, over 24619.69 utterances.], batch size: 66, lr: 8.41e-04
2022-08-21 13:39:22,056 INFO [train.py:927] (5/8) Epoch 3, batch 9400, giga_loss[loss=0.2281, simple_loss=0.3144, pruned_loss=0.07084, over 12324.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03626, over 62.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3144, pruned_loss=0.07698, over 2477721.03 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06334, over 23253.51 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3303, pruned_loss=0.08227, over 2447181.64 frames. utt_duration=1302 frames, utt_pad_proportion=0.04467, over 7525.05 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3128, pruned_loss=0.07669, over 2479346.46 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06463, over 25225.82 utterances.], batch size: 62, lr: 8.41e-04
2022-08-21 13:41:26,694 INFO [train.py:927] (5/8) Epoch 3, batch 9450, giga_loss[loss=0.2355, simple_loss=0.3167, pruned_loss=0.07713, over 12459.00 frames. utt_duration=409.5 frames, utt_pad_proportion=0.0273, over 122.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3127, pruned_loss=0.07659, over 2477682.45 frames. utt_duration=444.9 frames, utt_pad_proportion=0.06089, over 22334.28 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3299, pruned_loss=0.08222, over 2448033.36 frames. utt_duration=1291 frames, utt_pad_proportion=0.04866, over 7592.95 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3112, pruned_loss=0.07621, over 2479274.51 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06133, over 24410.18 utterances.], batch size: 122, lr: 8.41e-04
2022-08-21 13:43:32,542 INFO [train.py:927] (5/8) Epoch 3, batch 9500, giga_loss[loss=0.2522, simple_loss=0.3422, pruned_loss=0.08105, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04388, over 146.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3122, pruned_loss=0.07565, over 2477550.41 frames. utt_duration=437.1 frames, utt_pad_proportion=0.06083, over 22737.28 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3299, pruned_loss=0.08222, over 2448056.34 frames. utt_duration=1293 frames, utt_pad_proportion=0.0483, over 7583.06 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3109, pruned_loss=0.0753, over 2479045.70 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06132, over 24515.17 utterances.], batch size: 146, lr: 8.40e-04
2022-08-21 13:45:25,775 INFO [train.py:927] (5/8) Epoch 3, batch 9550, giga_loss[loss=0.2319, simple_loss=0.3231, pruned_loss=0.0703, over 12434.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03877, over 105.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3143, pruned_loss=0.07541, over 2477914.38 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06142, over 23545.24 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3302, pruned_loss=0.08229, over 2448177.73 frames. utt_duration=1294 frames, utt_pad_proportion=0.04792, over 7574.25 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3129, pruned_loss=0.075, over 2479253.92 frames. utt_duration=396.5 frames, utt_pad_proportion=0.0619, over 25087.90 utterances.], batch size: 105, lr: 8.40e-04
2022-08-21 13:47:38,393 INFO [train.py:927] (5/8) Epoch 3, batch 9600, giga_loss[loss=0.2169, simple_loss=0.3057, pruned_loss=0.06401, over 12461.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03684, over 105.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3146, pruned_loss=0.07503, over 2478189.57 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06093, over 23741.12 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3306, pruned_loss=0.08239, over 2448403.85 frames. utt_duration=1295 frames, utt_pad_proportion=0.04772, over 7573.38 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.313, pruned_loss=0.0746, over 2479165.77 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06141, over 25025.21 utterances.], batch size: 105, lr: 8.40e-04
2022-08-21 13:49:50,120 INFO [train.py:927] (5/8) Epoch 3, batch 9650, giga_loss[loss=0.2349, simple_loss=0.3189, pruned_loss=0.07542, over 12394.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04091, over 133.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3146, pruned_loss=0.07462, over 2477758.35 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06218, over 23578.94 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3304, pruned_loss=0.08223, over 2449014.54 frames. utt_duration=1286 frames, utt_pad_proportion=0.05044, over 7624.41 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.313, pruned_loss=0.07419, over 2478938.44 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06202, over 25097.85 utterances.], batch size: 133, lr: 8.39e-04
2022-08-21 13:52:04,361 INFO [train.py:927] (5/8) Epoch 3, batch 9700, giga_loss[loss=0.2575, simple_loss=0.3388, pruned_loss=0.08812, over 12323.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02636, over 79.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3157, pruned_loss=0.07519, over 2477316.45 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06474, over 23584.20 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3304, pruned_loss=0.08228, over 2449835.65 frames. utt_duration=1282 frames, utt_pad_proportion=0.04998, over 7651.67 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.314, pruned_loss=0.07455, over 2478436.16 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06472, over 25286.66 utterances.], batch size: 79, lr: 8.39e-04
2022-08-21 13:54:23,678 INFO [train.py:927] (5/8) Epoch 3, batch 9750, giga_loss[loss=0.2398, simple_loss=0.3172, pruned_loss=0.0812, over 12460.00 frames. utt_duration=409.4 frames, utt_pad_proportion=0.0252, over 122.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3161, pruned_loss=0.0755, over 2477291.92 frames. utt_duration=427.3 frames, utt_pad_proportion=0.06607, over 23255.70 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.33, pruned_loss=0.08215, over 2450072.57 frames. utt_duration=1273 frames, utt_pad_proportion=0.05317, over 7708.89 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3147, pruned_loss=0.07488, over 2478824.93 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06522, over 25061.81 utterances.], batch size: 122, lr: 8.39e-04
2022-08-21 13:56:43,420 INFO [train.py:927] (5/8) Epoch 3, batch 9800, giga_loss[loss=0.2044, simple_loss=0.2944, pruned_loss=0.0572, over 12427.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03068, over 75.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3141, pruned_loss=0.07458, over 2477832.38 frames. utt_duration=433.9 frames, utt_pad_proportion=0.06343, over 22902.17 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3297, pruned_loss=0.08226, over 2450259.92 frames. utt_duration=1274 frames, utt_pad_proportion=0.05268, over 7702.62 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3129, pruned_loss=0.07389, over 2479340.17 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06312, over 24602.53 utterances.], batch size: 75, lr: 8.38e-04
2022-08-21 13:58:41,761 INFO [train.py:927] (5/8) Epoch 3, batch 9850, giga_loss[loss=0.2255, simple_loss=0.3105, pruned_loss=0.07029, over 12436.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02975, over 80.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3138, pruned_loss=0.07468, over 2476980.09 frames. utt_duration=443 frames, utt_pad_proportion=0.06315, over 22427.42 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3292, pruned_loss=0.08234, over 2450957.37 frames. utt_duration=1277 frames, utt_pad_proportion=0.05152, over 7684.36 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3126, pruned_loss=0.07366, over 2478819.72 frames. utt_duration=405.4 frames, utt_pad_proportion=0.06338, over 24526.58 utterances.], batch size: 80, lr: 8.38e-04
2022-08-21 14:00:39,464 INFO [train.py:927] (5/8) Epoch 3, batch 9900, giga_loss[loss=0.2421, simple_loss=0.3273, pruned_loss=0.07847, over 12391.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05278, over 161.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3158, pruned_loss=0.07579, over 2476850.51 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06721, over 23720.16 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3291, pruned_loss=0.08224, over 2451419.92 frames. utt_duration=1279 frames, utt_pad_proportion=0.05091, over 7677.09 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3147, pruned_loss=0.07497, over 2478236.29 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06731, over 25581.50 utterances.], batch size: 161, lr: 8.38e-04
2022-08-21 14:02:31,179 INFO [train.py:927] (5/8) Epoch 3, batch 9950, libri_loss[loss=0.2671, simple_loss=0.3687, pruned_loss=0.08279, over 12400.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03669, over 46.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3151, pruned_loss=0.07554, over 2477608.68 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06457, over 23624.32 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3302, pruned_loss=0.08234, over 2451946.36 frames. utt_duration=1263 frames, utt_pad_proportion=0.05507, over 7775.07 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.313, pruned_loss=0.07468, over 2478694.25 frames. utt_duration=393 frames, utt_pad_proportion=0.06377, over 25303.94 utterances.], batch size: 46, lr: 8.37e-04
2022-08-21 14:04:24,537 INFO [train.py:927] (5/8) Epoch 3, batch 10000, giga_loss[loss=0.3641, simple_loss=0.3951, pruned_loss=0.1666, over 12389.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07504, over 212.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3173, pruned_loss=0.0782, over 2477152.61 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06689, over 24183.82 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3298, pruned_loss=0.08231, over 2452086.21 frames. utt_duration=1263 frames, utt_pad_proportion=0.05516, over 7774.90 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3157, pruned_loss=0.07742, over 2478504.59 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06622, over 25923.69 utterances.], batch size: 212, lr: 8.37e-04
2022-08-21 14:06:06,158 INFO [train.py:927] (5/8) Epoch 3, batch 10050, giga_loss[loss=0.2565, simple_loss=0.3325, pruned_loss=0.09028, over 12368.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02838, over 91.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3257, pruned_loss=0.08386, over 2476465.27 frames. utt_duration=429.4 frames, utt_pad_proportion=0.06711, over 23137.09 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3299, pruned_loss=0.0824, over 2452533.94 frames. utt_duration=1249 frames, utt_pad_proportion=0.05862, over 7865.98 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3241, pruned_loss=0.08314, over 2477715.28 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06571, over 24802.22 utterances.], batch size: 91, lr: 8.37e-04
2022-08-21 14:07:50,649 INFO [train.py:927] (5/8) Epoch 3, batch 10100, giga_loss[loss=0.2169, simple_loss=0.2858, pruned_loss=0.07397, over 12218.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03185, over 39.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3234, pruned_loss=0.08425, over 2475483.19 frames. utt_duration=440.2 frames, utt_pad_proportion=0.06639, over 22562.48 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3296, pruned_loss=0.08231, over 2452530.43 frames. utt_duration=1252 frames, utt_pad_proportion=0.05797, over 7847.10 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3224, pruned_loss=0.08379, over 2476812.85 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06554, over 24114.09 utterances.], batch size: 39, lr: 8.36e-04
2022-08-21 14:09:33,887 INFO [train.py:927] (5/8) Epoch 3, batch 10150, giga_loss[loss=0.2052, simple_loss=0.2851, pruned_loss=0.06272, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03149, over 97.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.315, pruned_loss=0.08057, over 2475361.81 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06269, over 20885.94 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3286, pruned_loss=0.08189, over 2452961.67 frames. utt_duration=1261 frames, utt_pad_proportion=0.05667, over 7791.28 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3147, pruned_loss=0.08058, over 2476794.26 frames. utt_duration=439.1 frames, utt_pad_proportion=0.06267, over 22630.21 utterances.], batch size: 97, lr: 8.36e-04
2022-08-21 14:11:17,377 INFO [train.py:927] (5/8) Epoch 3, batch 10200, giga_loss[loss=0.1865, simple_loss=0.2644, pruned_loss=0.05432, over 12309.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02949, over 74.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3075, pruned_loss=0.07703, over 2474447.28 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06212, over 20510.91 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3296, pruned_loss=0.08169, over 2453187.56 frames. utt_duration=1263 frames, utt_pad_proportion=0.05582, over 7777.57 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3061, pruned_loss=0.07717, over 2475765.36 frames. utt_duration=449 frames, utt_pad_proportion=0.06242, over 22122.03 utterances.], batch size: 74, lr: 8.36e-04
2022-08-21 14:13:00,534 INFO [train.py:927] (5/8) Epoch 3, batch 10250, giga_loss[loss=0.1661, simple_loss=0.2423, pruned_loss=0.04496, over 12241.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0311, over 42.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3032, pruned_loss=0.07543, over 2473986.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.05827, over 19402.13 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3307, pruned_loss=0.08226, over 2453532.97 frames. utt_duration=1266 frames, utt_pad_proportion=0.05475, over 7761.36 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3006, pruned_loss=0.07492, over 2475184.09 frames. utt_duration=473.6 frames, utt_pad_proportion=0.05917, over 20967.12 utterances.], batch size: 42, lr: 8.35e-04
2022-08-21 14:14:44,059 INFO [train.py:927] (5/8) Epoch 3, batch 10300, giga_loss[loss=0.2057, simple_loss=0.2758, pruned_loss=0.06778, over 12340.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02435, over 45.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.2993, pruned_loss=0.07425, over 2473671.22 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06014, over 19255.60 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3306, pruned_loss=0.08244, over 2453978.82 frames. utt_duration=1264 frames, utt_pad_proportion=0.05445, over 7776.63 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.2963, pruned_loss=0.07341, over 2474960.42 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06095, over 20933.26 utterances.], batch size: 45, lr: 8.35e-04
2022-08-21 14:16:25,815 INFO [train.py:927] (5/8) Epoch 3, batch 10350, giga_loss[loss=0.1884, simple_loss=0.2602, pruned_loss=0.05826, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04184, over 31.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2936, pruned_loss=0.07167, over 2473961.83 frames. utt_duration=537.7 frames, utt_pad_proportion=0.05843, over 18455.18 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3307, pruned_loss=0.08246, over 2454248.81 frames. utt_duration=1265 frames, utt_pad_proportion=0.05359, over 7767.16 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2905, pruned_loss=0.07082, over 2475102.41 frames. utt_duration=496.6 frames, utt_pad_proportion=0.05955, over 19995.02 utterances.], batch size: 31, lr: 8.35e-04
2022-08-21 14:18:08,947 INFO [train.py:927] (5/8) Epoch 3, batch 10400, giga_loss[loss=0.1948, simple_loss=0.2695, pruned_loss=0.06007, over 12456.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03402, over 43.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2882, pruned_loss=0.06931, over 2474070.94 frames. utt_duration=520.7 frames, utt_pad_proportion=0.0631, over 19060.33 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3306, pruned_loss=0.08252, over 2454462.51 frames. utt_duration=1267 frames, utt_pad_proportion=0.05299, over 7757.67 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2853, pruned_loss=0.06844, over 2475043.16 frames. utt_duration=486.1 frames, utt_pad_proportion=0.0639, over 20427.76 utterances.], batch size: 43, lr: 8.34e-04
2022-08-21 14:19:51,464 INFO [train.py:927] (5/8) Epoch 3, batch 10450, giga_loss[loss=0.1937, simple_loss=0.268, pruned_loss=0.05967, over 12411.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05569, over 162.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2834, pruned_loss=0.0668, over 2474321.95 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06276, over 18698.51 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3307, pruned_loss=0.08241, over 2454890.75 frames. utt_duration=1272 frames, utt_pad_proportion=0.05202, over 7726.03 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.28, pruned_loss=0.06586, over 2475188.99 frames. utt_duration=495 frames, utt_pad_proportion=0.06382, over 20058.67 utterances.], batch size: 162, lr: 8.34e-04
2022-08-21 14:21:35,244 INFO [train.py:927] (5/8) Epoch 3, batch 10500, giga_loss[loss=0.2427, simple_loss=0.3232, pruned_loss=0.08111, over 12396.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.0213, over 66.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2887, pruned_loss=0.07016, over 2474434.17 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06523, over 19094.55 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3305, pruned_loss=0.08234, over 2455249.32 frames. utt_duration=1277 frames, utt_pad_proportion=0.05071, over 7701.00 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2847, pruned_loss=0.06901, over 2475417.16 frames. utt_duration=483 frames, utt_pad_proportion=0.06645, over 20561.08 utterances.], batch size: 66, lr: 8.34e-04
2022-08-21 14:23:19,199 INFO [train.py:927] (5/8) Epoch 3, batch 10550, giga_loss[loss=0.2837, simple_loss=0.3454, pruned_loss=0.111, over 12480.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03416, over 40.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.302, pruned_loss=0.07738, over 2474491.37 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06469, over 18862.72 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3305, pruned_loss=0.08245, over 2455697.87 frames. utt_duration=1275 frames, utt_pad_proportion=0.05045, over 7713.45 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.2985, pruned_loss=0.07627, over 2475129.86 frames. utt_duration=492.4 frames, utt_pad_proportion=0.0659, over 20166.34 utterances.], batch size: 40, lr: 8.33e-04
2022-08-21 14:25:00,163 INFO [train.py:927] (5/8) Epoch 3, batch 10600, giga_loss[loss=0.2494, simple_loss=0.3354, pruned_loss=0.08171, over 12293.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03152, over 28.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3095, pruned_loss=0.0803, over 2474398.37 frames. utt_duration=543.5 frames, utt_pad_proportion=0.05948, over 18260.40 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.331, pruned_loss=0.08295, over 2455557.44 frames. utt_duration=1276 frames, utt_pad_proportion=0.04967, over 7706.22 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3058, pruned_loss=0.07889, over 2475371.84 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06113, over 19504.33 utterances.], batch size: 28, lr: 8.33e-04
2022-08-21 14:26:43,126 INFO [train.py:927] (5/8) Epoch 3, batch 10650, giga_loss[loss=0.2642, simple_loss=0.3388, pruned_loss=0.09477, over 12412.00 frames. utt_duration=513.2 frames, utt_pad_proportion=0.02808, over 97.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3143, pruned_loss=0.08212, over 2474915.22 frames. utt_duration=544.6 frames, utt_pad_proportion=0.05811, over 18228.20 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3312, pruned_loss=0.08281, over 2455869.58 frames. utt_duration=1275 frames, utt_pad_proportion=0.04939, over 7712.32 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3108, pruned_loss=0.08109, over 2475833.12 frames. utt_duration=510.6 frames, utt_pad_proportion=0.05968, over 19452.28 utterances.], batch size: 97, lr: 8.33e-04
2022-08-21 14:28:28,270 INFO [train.py:927] (5/8) Epoch 3, batch 10700, giga_loss[loss=0.24, simple_loss=0.3204, pruned_loss=0.07979, over 12354.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03318, over 62.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3198, pruned_loss=0.08585, over 2474493.23 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05741, over 17613.55 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3309, pruned_loss=0.08266, over 2456130.02 frames. utt_duration=1278 frames, utt_pad_proportion=0.04864, over 7694.23 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.317, pruned_loss=0.08519, over 2475327.36 frames. utt_duration=528.5 frames, utt_pad_proportion=0.05909, over 18787.32 utterances.], batch size: 62, lr: 8.32e-04
2022-08-21 14:30:12,860 INFO [train.py:927] (5/8) Epoch 3, batch 10750, giga_loss[loss=0.2482, simple_loss=0.329, pruned_loss=0.08372, over 12419.00 frames. utt_duration=711.1 frames, utt_pad_proportion=0.02457, over 70.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3231, pruned_loss=0.08657, over 2474755.13 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05875, over 17648.21 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3306, pruned_loss=0.08241, over 2456923.19 frames. utt_duration=1264 frames, utt_pad_proportion=0.05223, over 7784.49 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3208, pruned_loss=0.08642, over 2475366.25 frames. utt_duration=526.1 frames, utt_pad_proportion=0.05875, over 18875.74 utterances.], batch size: 70, lr: 8.32e-04
2022-08-21 14:31:52,640 INFO [train.py:927] (5/8) Epoch 3, batch 10800, giga_loss[loss=0.2482, simple_loss=0.3307, pruned_loss=0.08286, over 12421.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.02796, over 62.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3269, pruned_loss=0.08723, over 2475018.74 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05904, over 17103.14 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.332, pruned_loss=0.08291, over 2457437.47 frames. utt_duration=1259 frames, utt_pad_proportion=0.05204, over 7818.70 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3236, pruned_loss=0.08685, over 2475701.67 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05924, over 18412.79 utterances.], batch size: 62, lr: 8.32e-04
2022-08-21 14:33:37,096 INFO [train.py:927] (5/8) Epoch 3, batch 10850, giga_loss[loss=0.2682, simple_loss=0.3405, pruned_loss=0.0979, over 12473.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02937, over 55.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3275, pruned_loss=0.08641, over 2474436.99 frames. utt_duration=604 frames, utt_pad_proportion=0.05578, over 16426.83 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3317, pruned_loss=0.08278, over 2457604.57 frames. utt_duration=1260 frames, utt_pad_proportion=0.05159, over 7813.22 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3251, pruned_loss=0.08629, over 2475125.02 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05638, over 17626.69 utterances.], batch size: 55, lr: 8.31e-04
2022-08-21 14:35:20,740 INFO [train.py:927] (5/8) Epoch 3, batch 10900, giga_loss[loss=0.2233, simple_loss=0.3079, pruned_loss=0.06938, over 12182.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0346, over 39.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3269, pruned_loss=0.08552, over 2473979.65 frames. utt_duration=618.7 frames, utt_pad_proportion=0.05495, over 16034.00 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3316, pruned_loss=0.08276, over 2457932.34 frames. utt_duration=1257 frames, utt_pad_proportion=0.05173, over 7831.90 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.325, pruned_loss=0.08552, over 2474593.87 frames. utt_duration=577.9 frames, utt_pad_proportion=0.05547, over 17171.52 utterances.], batch size: 39, lr: 8.31e-04
2022-08-21 14:37:03,356 INFO [train.py:927] (5/8) Epoch 3, batch 10950, giga_loss[loss=0.3411, simple_loss=0.3841, pruned_loss=0.1491, over 12375.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07473, over 212.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3298, pruned_loss=0.08866, over 2474241.30 frames. utt_duration=627.6 frames, utt_pad_proportion=0.05494, over 15807.48 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3316, pruned_loss=0.08283, over 2458586.66 frames. utt_duration=1244 frames, utt_pad_proportion=0.05508, over 7913.92 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3281, pruned_loss=0.08877, over 2474644.72 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05396, over 16908.06 utterances.], batch size: 212, lr: 8.31e-04
2022-08-21 14:38:50,251 INFO [train.py:927] (5/8) Epoch 3, batch 11000, giga_loss[loss=0.2461, simple_loss=0.3189, pruned_loss=0.08668, over 12435.00 frames. utt_duration=712 frames, utt_pad_proportion=0.02332, over 70.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.329, pruned_loss=0.08956, over 2473220.23 frames. utt_duration=620.8 frames, utt_pad_proportion=0.05642, over 15973.18 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3307, pruned_loss=0.08246, over 2458525.48 frames. utt_duration=1250 frames, utt_pad_proportion=0.05415, over 7878.83 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3284, pruned_loss=0.09015, over 2474008.62 frames. utt_duration=580.4 frames, utt_pad_proportion=0.0559, over 17095.89 utterances.], batch size: 70, lr: 8.30e-04
2022-08-21 14:40:35,623 INFO [train.py:927] (5/8) Epoch 3, batch 11050, giga_loss[loss=0.2649, simple_loss=0.3428, pruned_loss=0.09347, over 12386.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05919, over 182.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3282, pruned_loss=0.08943, over 2472770.16 frames. utt_duration=615.9 frames, utt_pad_proportion=0.05619, over 16099.70 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.331, pruned_loss=0.08249, over 2458743.32 frames. utt_duration=1254 frames, utt_pad_proportion=0.05339, over 7850.49 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3274, pruned_loss=0.09, over 2473486.74 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05611, over 17159.44 utterances.], batch size: 182, lr: 8.30e-04
2022-08-21 14:42:19,837 INFO [train.py:927] (5/8) Epoch 3, batch 11100, giga_loss[loss=0.2349, simple_loss=0.3159, pruned_loss=0.07694, over 12318.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03342, over 51.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3267, pruned_loss=0.08866, over 2472570.40 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06355, over 17508.77 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3312, pruned_loss=0.08236, over 2459051.15 frames. utt_duration=1255 frames, utt_pad_proportion=0.05296, over 7849.99 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3258, pruned_loss=0.08927, over 2472991.19 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06331, over 18415.07 utterances.], batch size: 51, lr: 8.30e-04
2022-08-21 14:44:03,282 INFO [train.py:927] (5/8) Epoch 3, batch 11150, giga_loss[loss=0.2193, simple_loss=0.3027, pruned_loss=0.06788, over 12356.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03224, over 97.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3228, pruned_loss=0.08602, over 2472647.00 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06374, over 17454.76 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3318, pruned_loss=0.08244, over 2459090.54 frames. utt_duration=1260 frames, utt_pad_proportion=0.05208, over 7817.10 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3215, pruned_loss=0.08657, over 2473311.46 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06395, over 18459.39 utterances.], batch size: 97, lr: 8.29e-04
2022-08-21 14:45:48,974 INFO [train.py:927] (5/8) Epoch 3, batch 11200, giga_loss[loss=0.2611, simple_loss=0.3127, pruned_loss=0.1048, over 12365.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.1122, over 260.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3178, pruned_loss=0.08371, over 2473405.77 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06813, over 18357.63 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3317, pruned_loss=0.08239, over 2459362.45 frames. utt_duration=1264 frames, utt_pad_proportion=0.05092, over 7789.86 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3165, pruned_loss=0.08428, over 2474048.85 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06858, over 19436.26 utterances.], batch size: 260, lr: 8.29e-04
2022-08-21 14:47:39,255 INFO [train.py:927] (5/8) Epoch 3, batch 11250, giga_loss[loss=0.2471, simple_loss=0.3157, pruned_loss=0.0892, over 12371.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03206, over 62.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3174, pruned_loss=0.08402, over 2474234.21 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06688, over 18681.14 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3316, pruned_loss=0.08241, over 2459812.40 frames. utt_duration=1265 frames, utt_pad_proportion=0.05022, over 7785.20 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3162, pruned_loss=0.08445, over 2474603.64 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06763, over 19729.99 utterances.], batch size: 62, lr: 8.29e-04
2022-08-21 14:49:21,412 INFO [train.py:927] (5/8) Epoch 3, batch 11300, giga_loss[loss=0.255, simple_loss=0.3213, pruned_loss=0.09439, over 12383.00 frames. utt_duration=237.1 frames, utt_pad_proportion=0.06637, over 210.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3156, pruned_loss=0.08342, over 2473679.84 frames. utt_duration=531.8 frames, utt_pad_proportion=0.0679, over 18658.73 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3311, pruned_loss=0.08234, over 2460360.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.05037, over 7818.48 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3144, pruned_loss=0.08388, over 2474056.49 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06861, over 19907.88 utterances.], batch size: 210, lr: 8.29e-04
2022-08-21 14:51:05,372 INFO [train.py:927] (5/8) Epoch 3, batch 11350, giga_loss[loss=0.2186, simple_loss=0.2873, pruned_loss=0.07492, over 12480.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03439, over 37.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3106, pruned_loss=0.0809, over 2473215.90 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06238, over 17664.61 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3303, pruned_loss=0.08204, over 2460501.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.04917, over 7772.58 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3098, pruned_loss=0.08154, over 2473827.37 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06393, over 19052.89 utterances.], batch size: 37, lr: 8.28e-04
2022-08-21 14:52:49,505 INFO [train.py:927] (5/8) Epoch 3, batch 11400, giga_loss[loss=0.2439, simple_loss=0.3093, pruned_loss=0.08927, over 12321.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02656, over 45.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3069, pruned_loss=0.07936, over 2473226.02 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06176, over 17457.45 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3305, pruned_loss=0.08216, over 2460559.34 frames. utt_duration=1270 frames, utt_pad_proportion=0.04881, over 7761.86 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3059, pruned_loss=0.07973, over 2473769.47 frames. utt_duration=532 frames, utt_pad_proportion=0.06324, over 18653.49 utterances.], batch size: 45, lr: 8.28e-04
2022-08-21 14:54:31,747 INFO [train.py:927] (5/8) Epoch 3, batch 11450, giga_loss[loss=0.2312, simple_loss=0.2997, pruned_loss=0.08136, over 12447.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03755, over 123.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3035, pruned_loss=0.07811, over 2473530.80 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06251, over 17532.18 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3298, pruned_loss=0.08192, over 2460812.64 frames. utt_duration=1276 frames, utt_pad_proportion=0.04793, over 7723.34 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3027, pruned_loss=0.07854, over 2474083.79 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06409, over 18785.12 utterances.], batch size: 123, lr: 8.28e-04
2022-08-21 14:56:13,694 INFO [train.py:927] (5/8) Epoch 3, batch 11500, giga_loss[loss=0.2091, simple_loss=0.285, pruned_loss=0.06663, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04007, over 113.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3014, pruned_loss=0.07737, over 2473613.42 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05962, over 17091.40 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3299, pruned_loss=0.08208, over 2460982.96 frames. utt_duration=1274 frames, utt_pad_proportion=0.04808, over 7736.18 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3, pruned_loss=0.07744, over 2474207.70 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06113, over 18298.21 utterances.], batch size: 113, lr: 8.27e-04
2022-08-21 14:57:57,710 INFO [train.py:927] (5/8) Epoch 3, batch 11550, giga_loss[loss=0.3567, simple_loss=0.3974, pruned_loss=0.158, over 12371.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.105, over 258.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3018, pruned_loss=0.07816, over 2472502.31 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06028, over 17058.67 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3296, pruned_loss=0.08194, over 2461097.77 frames. utt_duration=1277 frames, utt_pad_proportion=0.04719, over 7719.96 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3003, pruned_loss=0.07823, over 2473133.27 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06187, over 18240.35 utterances.], batch size: 258, lr: 8.27e-04
2022-08-21 14:59:40,113 INFO [train.py:927] (5/8) Epoch 3, batch 11600, giga_loss[loss=0.2934, simple_loss=0.3589, pruned_loss=0.114, over 12348.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3056, pruned_loss=0.08045, over 2472614.90 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05982, over 16587.82 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3289, pruned_loss=0.08171, over 2461021.49 frames. utt_duration=1282 frames, utt_pad_proportion=0.04617, over 7684.88 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3043, pruned_loss=0.08062, over 2473490.88 frames. utt_duration=557 frames, utt_pad_proportion=0.06165, over 17810.93 utterances.], batch size: 97, lr: 8.27e-04
2022-08-21 15:01:25,068 INFO [train.py:927] (5/8) Epoch 3, batch 11650, giga_loss[loss=0.2581, simple_loss=0.3431, pruned_loss=0.08657, over 12412.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03398, over 75.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3135, pruned_loss=0.08552, over 2472753.34 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06801, over 17995.50 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.329, pruned_loss=0.08183, over 2460835.99 frames. utt_duration=1284 frames, utt_pad_proportion=0.04548, over 7674.19 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3121, pruned_loss=0.08559, over 2473830.20 frames. utt_duration=518 frames, utt_pad_proportion=0.0693, over 19156.79 utterances.], batch size: 75, lr: 8.26e-04
2022-08-21 15:03:08,913 INFO [train.py:927] (5/8) Epoch 3, batch 11700, giga_loss[loss=0.2583, simple_loss=0.3364, pruned_loss=0.09011, over 12435.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03649, over 105.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3193, pruned_loss=0.08758, over 2472323.63 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06775, over 17949.07 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3288, pruned_loss=0.08155, over 2460550.66 frames. utt_duration=1288 frames, utt_pad_proportion=0.04518, over 7648.94 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.318, pruned_loss=0.08802, over 2473768.30 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06914, over 19176.07 utterances.], batch size: 105, lr: 8.26e-04
2022-08-21 15:04:50,834 INFO [train.py:927] (5/8) Epoch 3, batch 11750, libri_loss[loss=0.2706, simple_loss=0.345, pruned_loss=0.0981, over 12448.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.00999, over 39.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3255, pruned_loss=0.09086, over 2473147.09 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06382, over 18321.44 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3293, pruned_loss=0.08188, over 2461272.26 frames. utt_duration=1288 frames, utt_pad_proportion=0.04417, over 7654.35 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3239, pruned_loss=0.09114, over 2473967.26 frames. utt_duration=506.6 frames, utt_pad_proportion=0.0657, over 19592.41 utterances.], batch size: 39, lr: 8.26e-04
2022-08-21 15:06:34,102 INFO [train.py:927] (5/8) Epoch 3, batch 11800, libri_loss[loss=0.273, simple_loss=0.346, pruned_loss=0.09996, over 12449.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005981, over 35.00 utterances.], tot_loss[loss=0.248, simple_loss=0.322, pruned_loss=0.08698, over 2473875.11 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06129, over 18125.14 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3294, pruned_loss=0.08197, over 2461677.39 frames. utt_duration=1289 frames, utt_pad_proportion=0.04365, over 7645.59 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3206, pruned_loss=0.08721, over 2474326.29 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06322, over 19276.52 utterances.], batch size: 35, lr: 8.25e-04
2022-08-21 15:08:17,341 INFO [train.py:927] (5/8) Epoch 3, batch 11850, giga_loss[loss=0.2612, simple_loss=0.3352, pruned_loss=0.09365, over 12383.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02608, over 66.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3236, pruned_loss=0.08727, over 2473986.21 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06367, over 18662.81 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3297, pruned_loss=0.08219, over 2461648.24 frames. utt_duration=1291 frames, utt_pad_proportion=0.04298, over 7637.70 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3221, pruned_loss=0.08734, over 2474571.88 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06534, over 19758.66 utterances.], batch size: 66, lr: 8.25e-04
2022-08-21 15:10:03,715 INFO [train.py:927] (5/8) Epoch 3, batch 11900, giga_loss[loss=0.2616, simple_loss=0.3305, pruned_loss=0.09632, over 12351.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02956, over 48.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3271, pruned_loss=0.08911, over 2473930.94 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06037, over 18209.58 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3306, pruned_loss=0.08248, over 2461942.22 frames. utt_duration=1288 frames, utt_pad_proportion=0.04327, over 7654.73 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.325, pruned_loss=0.08904, over 2474399.08 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06198, over 19304.07 utterances.], batch size: 48, lr: 8.25e-04
2022-08-21 15:11:46,347 INFO [train.py:927] (5/8) Epoch 3, batch 11950, giga_loss[loss=0.2747, simple_loss=0.3417, pruned_loss=0.1039, over 12427.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03823, over 105.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3279, pruned_loss=0.08986, over 2473765.94 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05687, over 17426.32 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3303, pruned_loss=0.08279, over 2462349.11 frames. utt_duration=1291 frames, utt_pad_proportion=0.04233, over 7639.03 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3263, pruned_loss=0.08975, over 2474143.75 frames. utt_duration=532.6 frames, utt_pad_proportion=0.05893, over 18634.34 utterances.], batch size: 105, lr: 8.24e-04
2022-08-21 15:13:30,996 INFO [train.py:927] (5/8) Epoch 3, batch 12000, giga_loss[loss=0.2828, simple_loss=0.3542, pruned_loss=0.1058, over 12396.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3292, pruned_loss=0.09154, over 2473346.98 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05451, over 17110.77 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3301, pruned_loss=0.08306, over 2462475.62 frames. utt_duration=1293 frames, utt_pad_proportion=0.04171, over 7625.00 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3281, pruned_loss=0.09139, over 2473792.53 frames. utt_duration=542.2 frames, utt_pad_proportion=0.05668, over 18302.01 utterances.], batch size: 62, lr: 8.24e-04
2022-08-21 15:13:30,997 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 15:13:44,592 INFO [train.py:967] (5/8) 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 15:15:30,659 INFO [train.py:927] (5/8) Epoch 3, batch 12050, giga_loss[loss=0.2223, simple_loss=0.3107, pruned_loss=0.06688, over 12373.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03085, over 58.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3309, pruned_loss=0.09128, over 2472977.04 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05471, over 17296.29 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.33, pruned_loss=0.08303, over 2462601.09 frames. utt_duration=1294 frames, utt_pad_proportion=0.04116, over 7622.62 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3302, pruned_loss=0.09134, over 2473396.31 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05673, over 18417.37 utterances.], batch size: 58, lr: 8.24e-04
2022-08-21 15:17:13,705 INFO [train.py:927] (5/8) Epoch 3, batch 12100, giga_loss[loss=0.2354, simple_loss=0.3063, pruned_loss=0.08227, over 12284.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02913, over 45.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3317, pruned_loss=0.09253, over 2472816.14 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06211, over 17905.92 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3304, pruned_loss=0.08359, over 2462621.72 frames. utt_duration=1279 frames, utt_pad_proportion=0.04557, over 7710.26 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3307, pruned_loss=0.09227, over 2473359.56 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06187, over 18938.13 utterances.], batch size: 45, lr: 8.23e-04
2022-08-21 15:18:55,697 INFO [train.py:927] (5/8) Epoch 3, batch 12150, giga_loss[loss=0.2409, simple_loss=0.3253, pruned_loss=0.07825, over 12388.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02669, over 70.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3302, pruned_loss=0.09146, over 2472546.82 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06364, over 17446.66 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3305, pruned_loss=0.08398, over 2462589.73 frames. utt_duration=1261 frames, utt_pad_proportion=0.05301, over 7822.70 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3293, pruned_loss=0.09128, over 2473473.64 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06098, over 18647.60 utterances.], batch size: 70, lr: 8.23e-04
2022-08-21 15:20:37,366 INFO [train.py:927] (5/8) Epoch 3, batch 12200, libri_loss[loss=0.2134, simple_loss=0.3065, pruned_loss=0.06017, over 12131.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005914, over 32.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3301, pruned_loss=0.09088, over 2472035.23 frames. utt_duration=609.2 frames, utt_pad_proportion=0.0603, over 16271.86 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3319, pruned_loss=0.0846, over 2462596.76 frames. utt_duration=1250 frames, utt_pad_proportion=0.05658, over 7892.10 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3282, pruned_loss=0.09032, over 2472958.71 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05683, over 17327.84 utterances.], batch size: 32, lr: 8.23e-04
2022-08-21 15:22:22,381 INFO [train.py:927] (5/8) Epoch 3, batch 12250, giga_loss[loss=0.2023, simple_loss=0.2895, pruned_loss=0.0575, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02551, over 48.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3287, pruned_loss=0.08962, over 2471657.89 frames. utt_duration=613.3 frames, utt_pad_proportion=0.06247, over 16159.67 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3317, pruned_loss=0.08469, over 2462536.22 frames. utt_duration=1253 frames, utt_pad_proportion=0.05598, over 7870.82 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3273, pruned_loss=0.08918, over 2472582.58 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05987, over 17131.20 utterances.], batch size: 48, lr: 8.22e-04
2022-08-21 15:24:05,441 INFO [train.py:927] (5/8) Epoch 3, batch 12300, giga_loss[loss=0.2486, simple_loss=0.3154, pruned_loss=0.09093, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03533, over 51.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3286, pruned_loss=0.08985, over 2471470.81 frames. utt_duration=617.8 frames, utt_pad_proportion=0.05898, over 16041.61 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3313, pruned_loss=0.08501, over 2462442.75 frames. utt_duration=1259 frames, utt_pad_proportion=0.05458, over 7832.04 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3277, pruned_loss=0.08935, over 2472577.74 frames. utt_duration=579.6 frames, utt_pad_proportion=0.05772, over 17108.34 utterances.], batch size: 51, lr: 8.22e-04
2022-08-21 15:25:48,369 INFO [train.py:927] (5/8) Epoch 3, batch 12350, giga_loss[loss=0.2458, simple_loss=0.3232, pruned_loss=0.08422, over 12377.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.03363, over 104.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3266, pruned_loss=0.0892, over 2471995.66 frames. utt_duration=621 frames, utt_pad_proportion=0.06174, over 15962.21 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3316, pruned_loss=0.08564, over 2462678.03 frames. utt_duration=1262 frames, utt_pad_proportion=0.0533, over 7817.35 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3255, pruned_loss=0.08836, over 2472945.09 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06114, over 17084.81 utterances.], batch size: 104, lr: 8.22e-04
2022-08-21 15:27:30,162 INFO [train.py:927] (5/8) Epoch 3, batch 12400, giga_loss[loss=0.2338, simple_loss=0.3007, pruned_loss=0.0834, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03952, over 28.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.323, pruned_loss=0.08755, over 2471849.28 frames. utt_duration=651.3 frames, utt_pad_proportion=0.06083, over 15216.57 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3312, pruned_loss=0.08604, over 2462575.74 frames. utt_duration=1270 frames, utt_pad_proportion=0.05154, over 7764.69 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3222, pruned_loss=0.08661, over 2473133.74 frames. utt_duration=600.8 frames, utt_pad_proportion=0.06132, over 16507.78 utterances.], batch size: 28, lr: 8.22e-04
2022-08-21 15:29:12,333 INFO [train.py:927] (5/8) Epoch 3, batch 12450, giga_loss[loss=0.2589, simple_loss=0.3311, pruned_loss=0.09332, over 12452.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3214, pruned_loss=0.08724, over 2472481.05 frames. utt_duration=634.6 frames, utt_pad_proportion=0.06452, over 15620.36 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3311, pruned_loss=0.08609, over 2462700.35 frames. utt_duration=1268 frames, utt_pad_proportion=0.05225, over 7778.00 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3208, pruned_loss=0.08645, over 2473501.44 frames. utt_duration=592.7 frames, utt_pad_proportion=0.06447, over 16736.54 utterances.], batch size: 105, lr: 8.21e-04
2022-08-21 15:30:55,449 INFO [train.py:927] (5/8) Epoch 3, batch 12500, giga_loss[loss=0.2017, simple_loss=0.275, pruned_loss=0.06415, over 12435.00 frames. utt_duration=905.9 frames, utt_pad_proportion=0.02908, over 55.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.319, pruned_loss=0.08692, over 2472622.34 frames. utt_duration=626.1 frames, utt_pad_proportion=0.06444, over 15835.88 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3324, pruned_loss=0.08717, over 2462740.07 frames. utt_duration=1258 frames, utt_pad_proportion=0.05621, over 7843.01 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3172, pruned_loss=0.0854, over 2473545.93 frames. utt_duration=591.5 frames, utt_pad_proportion=0.06298, over 16769.16 utterances.], batch size: 55, lr: 8.21e-04
2022-08-21 15:32:37,946 INFO [train.py:927] (5/8) Epoch 3, batch 12550, giga_loss[loss=0.2693, simple_loss=0.3369, pruned_loss=0.1008, over 12335.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03144, over 85.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3181, pruned_loss=0.08666, over 2471928.83 frames. utt_duration=640.7 frames, utt_pad_proportion=0.06214, over 15468.75 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3344, pruned_loss=0.08831, over 2462914.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.0591, over 7907.93 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3145, pruned_loss=0.08437, over 2472743.94 frames. utt_duration=606.1 frames, utt_pad_proportion=0.05972, over 16358.84 utterances.], batch size: 85, lr: 8.21e-04
2022-08-21 15:34:21,613 INFO [train.py:927] (5/8) Epoch 3, batch 12600, giga_loss[loss=0.303, simple_loss=0.3654, pruned_loss=0.1203, over 12406.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06251, over 183.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3188, pruned_loss=0.08721, over 2471696.09 frames. utt_duration=638.2 frames, utt_pad_proportion=0.06145, over 15529.34 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3348, pruned_loss=0.08932, over 2463279.22 frames. utt_duration=1253 frames, utt_pad_proportion=0.05741, over 7874.39 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.315, pruned_loss=0.08444, over 2472333.84 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06028, over 16532.04 utterances.], batch size: 183, lr: 8.20e-04
2022-08-21 15:36:03,476 INFO [train.py:927] (5/8) Epoch 3, batch 12650, giga_loss[loss=0.2515, simple_loss=0.3323, pruned_loss=0.08536, over 12337.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03429, over 104.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3198, pruned_loss=0.08701, over 2471678.13 frames. utt_duration=593.6 frames, utt_pad_proportion=0.0627, over 16698.15 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3346, pruned_loss=0.08939, over 2463044.06 frames. utt_duration=1255 frames, utt_pad_proportion=0.05703, over 7857.68 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3168, pruned_loss=0.08475, over 2472485.73 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06197, over 17584.85 utterances.], batch size: 104, lr: 8.20e-04
2022-08-21 15:37:43,869 INFO [train.py:927] (5/8) Epoch 3, batch 12700, giga_loss[loss=0.2631, simple_loss=0.3358, pruned_loss=0.09515, over 12382.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04168, over 133.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3201, pruned_loss=0.08642, over 2473280.87 frames. utt_duration=563 frames, utt_pad_proportion=0.05928, over 17618.43 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3349, pruned_loss=0.09005, over 2463640.06 frames. utt_duration=1258 frames, utt_pad_proportion=0.05589, over 7842.45 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3172, pruned_loss=0.08401, over 2473616.34 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05933, over 18524.12 utterances.], batch size: 133, lr: 8.20e-04
2022-08-21 15:39:24,445 INFO [train.py:927] (5/8) Epoch 3, batch 12750, giga_loss[loss=0.2494, simple_loss=0.326, pruned_loss=0.0864, over 12382.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04151, over 133.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3198, pruned_loss=0.08583, over 2474421.30 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05874, over 17833.09 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3354, pruned_loss=0.09047, over 2463865.46 frames. utt_duration=1256 frames, utt_pad_proportion=0.05601, over 7855.89 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3168, pruned_loss=0.08348, over 2474631.27 frames. utt_duration=531.5 frames, utt_pad_proportion=0.05876, over 18676.46 utterances.], batch size: 133, lr: 8.19e-04
2022-08-21 15:41:06,310 INFO [train.py:927] (5/8) Epoch 3, batch 12800, giga_loss[loss=0.2333, simple_loss=0.3196, pruned_loss=0.07348, over 12429.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04333, over 31.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3214, pruned_loss=0.08749, over 2474004.58 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06009, over 17610.08 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3361, pruned_loss=0.09194, over 2464027.15 frames. utt_duration=1257 frames, utt_pad_proportion=0.05518, over 7852.50 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3178, pruned_loss=0.08414, over 2474390.05 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06049, over 18659.54 utterances.], batch size: 31, lr: 8.19e-04
2022-08-21 15:42:47,172 INFO [train.py:927] (5/8) Epoch 3, batch 12850, giga_loss[loss=0.2511, simple_loss=0.3324, pruned_loss=0.08487, over 12405.00 frames. utt_duration=512.8 frames, utt_pad_proportion=0.0288, over 97.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3239, pruned_loss=0.08871, over 2474335.36 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06214, over 17630.98 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3364, pruned_loss=0.09255, over 2464401.41 frames. utt_duration=1256 frames, utt_pad_proportion=0.0545, over 7859.70 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3203, pruned_loss=0.0853, over 2474638.75 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06263, over 18777.36 utterances.], batch size: 97, lr: 8.19e-04
2022-08-21 15:44:29,486 INFO [train.py:927] (5/8) Epoch 3, batch 12900, giga_loss[loss=0.2488, simple_loss=0.3294, pruned_loss=0.08409, over 12447.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03723, over 105.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3246, pruned_loss=0.08856, over 2473909.46 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06164, over 17369.40 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3363, pruned_loss=0.09273, over 2464432.61 frames. utt_duration=1256 frames, utt_pad_proportion=0.05383, over 7860.78 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3214, pruned_loss=0.08554, over 2474441.88 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06242, over 18594.38 utterances.], batch size: 105, lr: 8.18e-04
2022-08-21 15:46:13,535 INFO [train.py:927] (5/8) Epoch 3, batch 12950, giga_loss[loss=0.2295, simple_loss=0.3077, pruned_loss=0.07563, over 12463.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.03001, over 55.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3252, pruned_loss=0.08861, over 2473884.61 frames. utt_duration=582.7 frames, utt_pad_proportion=0.06235, over 17024.71 utterances.], libri_tot_loss[loss=0.2615, simple_loss=0.337, pruned_loss=0.09297, over 2464432.19 frames. utt_duration=1255 frames, utt_pad_proportion=0.05358, over 7863.86 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3219, pruned_loss=0.08596, over 2474426.76 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06311, over 18119.93 utterances.], batch size: 55, lr: 8.18e-04
2022-08-21 15:47:52,961 INFO [train.py:927] (5/8) Epoch 3, batch 13000, giga_loss[loss=0.2381, simple_loss=0.3158, pruned_loss=0.08022, over 12358.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02858, over 91.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.324, pruned_loss=0.08776, over 2473033.60 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06279, over 16591.32 utterances.], libri_tot_loss[loss=0.2626, simple_loss=0.3383, pruned_loss=0.0935, over 2464306.26 frames. utt_duration=1260 frames, utt_pad_proportion=0.05238, over 7835.38 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3199, pruned_loss=0.08502, over 2473803.07 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06392, over 17728.07 utterances.], batch size: 91, lr: 8.18e-04
2022-08-21 15:49:34,519 INFO [train.py:927] (5/8) Epoch 3, batch 13050, giga_loss[loss=0.2092, simple_loss=0.2935, pruned_loss=0.06249, over 12379.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.0316, over 51.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3201, pruned_loss=0.08506, over 2472933.94 frames. utt_duration=611.2 frames, utt_pad_proportion=0.06053, over 16224.46 utterances.], libri_tot_loss[loss=0.2628, simple_loss=0.3382, pruned_loss=0.09365, over 2464276.60 frames. utt_duration=1262 frames, utt_pad_proportion=0.05176, over 7821.89 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3168, pruned_loss=0.0827, over 2473679.34 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06185, over 17241.28 utterances.], batch size: 51, lr: 8.18e-04
2022-08-21 15:51:14,362 INFO [train.py:927] (5/8) Epoch 3, batch 13100, giga_loss[loss=0.2327, simple_loss=0.3147, pruned_loss=0.07529, over 12256.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02857, over 54.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.322, pruned_loss=0.08539, over 2472729.02 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05692, over 16705.12 utterances.], libri_tot_loss[loss=0.2633, simple_loss=0.3382, pruned_loss=0.09414, over 2464489.31 frames. utt_duration=1254 frames, utt_pad_proportion=0.05258, over 7867.81 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.319, pruned_loss=0.0829, over 2473333.57 frames. utt_duration=561.7 frames, utt_pad_proportion=0.0579, over 17660.29 utterances.], batch size: 54, lr: 8.17e-04
2022-08-21 15:52:54,552 INFO [train.py:927] (5/8) Epoch 3, batch 13150, giga_loss[loss=0.2288, simple_loss=0.3, pruned_loss=0.07877, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02606, over 48.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3213, pruned_loss=0.08572, over 2473510.56 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05395, over 16886.70 utterances.], libri_tot_loss[loss=0.2635, simple_loss=0.3383, pruned_loss=0.09433, over 2464847.67 frames. utt_duration=1259 frames, utt_pad_proportion=0.0516, over 7842.36 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3185, pruned_loss=0.08338, over 2473852.59 frames. utt_duration=554.9 frames, utt_pad_proportion=0.0553, over 17881.42 utterances.], batch size: 48, lr: 8.17e-04
2022-08-21 15:54:35,090 INFO [train.py:927] (5/8) Epoch 3, batch 13200, giga_loss[loss=0.2282, simple_loss=0.3038, pruned_loss=0.07633, over 12408.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05586, over 162.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3189, pruned_loss=0.08553, over 2473514.64 frames. utt_duration=567.1 frames, utt_pad_proportion=0.05452, over 17491.61 utterances.], libri_tot_loss[loss=0.2639, simple_loss=0.3385, pruned_loss=0.09464, over 2464956.97 frames. utt_duration=1260 frames, utt_pad_proportion=0.05091, over 7836.63 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3161, pruned_loss=0.08323, over 2473836.52 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05582, over 18456.80 utterances.], batch size: 162, lr: 8.17e-04
2022-08-21 15:56:22,039 INFO [train.py:927] (5/8) Epoch 3, batch 13250, libri_loss[loss=0.3026, simple_loss=0.3873, pruned_loss=0.109, over 12350.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01609, over 41.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.317, pruned_loss=0.08482, over 2473367.33 frames. utt_duration=584.7 frames, utt_pad_proportion=0.05197, over 16965.57 utterances.], libri_tot_loss[loss=0.2642, simple_loss=0.3386, pruned_loss=0.09486, over 2465009.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.04987, over 7799.15 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3141, pruned_loss=0.0825, over 2473804.25 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05359, over 18027.69 utterances.], batch size: 41, lr: 8.16e-04
2022-08-21 15:58:02,148 INFO [train.py:927] (5/8) Epoch 3, batch 13300, giga_loss[loss=0.2042, simple_loss=0.2767, pruned_loss=0.0659, over 12476.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0347, over 40.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3125, pruned_loss=0.08281, over 2473230.60 frames. utt_duration=605.1 frames, utt_pad_proportion=0.04925, over 16390.43 utterances.], libri_tot_loss[loss=0.265, simple_loss=0.3392, pruned_loss=0.09538, over 2464903.85 frames. utt_duration=1266 frames, utt_pad_proportion=0.0495, over 7795.18 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3094, pruned_loss=0.08039, over 2473734.60 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05087, over 17309.11 utterances.], batch size: 40, lr: 8.16e-04
2022-08-21 15:59:43,671 INFO [train.py:927] (5/8) Epoch 3, batch 13350, giga_loss[loss=0.2944, simple_loss=0.3548, pruned_loss=0.117, over 12379.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07867, over 213.00 utterances.], tot_loss[loss=0.238, simple_loss=0.311, pruned_loss=0.08253, over 2473325.42 frames. utt_duration=612.4 frames, utt_pad_proportion=0.05031, over 16194.13 utterances.], libri_tot_loss[loss=0.2654, simple_loss=0.339, pruned_loss=0.09587, over 2464699.37 frames. utt_duration=1261 frames, utt_pad_proportion=0.0528, over 7827.25 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3077, pruned_loss=0.0797, over 2474208.22 frames. utt_duration=576.7 frames, utt_pad_proportion=0.05035, over 17204.61 utterances.], batch size: 213, lr: 8.16e-04
2022-08-21 16:01:24,876 INFO [train.py:927] (5/8) Epoch 3, batch 13400, giga_loss[loss=0.2794, simple_loss=0.3515, pruned_loss=0.1036, over 12429.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04179, over 146.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3135, pruned_loss=0.08391, over 2472528.81 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05209, over 16212.72 utterances.], libri_tot_loss[loss=0.2648, simple_loss=0.3382, pruned_loss=0.09572, over 2464548.55 frames. utt_duration=1265 frames, utt_pad_proportion=0.05134, over 7799.34 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3106, pruned_loss=0.0813, over 2473723.18 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05256, over 17365.40 utterances.], batch size: 146, lr: 8.15e-04
2022-08-21 16:03:08,289 INFO [train.py:927] (5/8) Epoch 3, batch 13450, giga_loss[loss=0.2782, simple_loss=0.3518, pruned_loss=0.1023, over 12381.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05219, over 161.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3162, pruned_loss=0.08482, over 2472923.34 frames. utt_duration=602.9 frames, utt_pad_proportion=0.05207, over 16446.57 utterances.], libri_tot_loss[loss=0.2654, simple_loss=0.3385, pruned_loss=0.09613, over 2464626.96 frames. utt_duration=1258 frames, utt_pad_proportion=0.05231, over 7845.13 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3134, pruned_loss=0.08225, over 2473901.21 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05207, over 17424.78 utterances.], batch size: 161, lr: 8.15e-04
2022-08-21 16:04:52,092 INFO [train.py:927] (5/8) Epoch 3, batch 13500, giga_loss[loss=0.2687, simple_loss=0.3449, pruned_loss=0.09626, over 12446.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03009, over 80.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3223, pruned_loss=0.08772, over 2474448.22 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05486, over 17089.07 utterances.], libri_tot_loss[loss=0.2658, simple_loss=0.3395, pruned_loss=0.09602, over 2464906.61 frames. utt_duration=1260 frames, utt_pad_proportion=0.05173, over 7835.45 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3189, pruned_loss=0.08565, over 2475086.92 frames. utt_duration=552 frames, utt_pad_proportion=0.05495, over 17983.91 utterances.], batch size: 80, lr: 8.15e-04
2022-08-21 16:06:39,098 INFO [train.py:927] (5/8) Epoch 3, batch 13550, giga_loss[loss=0.3041, simple_loss=0.3721, pruned_loss=0.118, over 12390.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04014, over 133.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3329, pruned_loss=0.0941, over 2474490.40 frames. utt_duration=579.9 frames, utt_pad_proportion=0.05692, over 17111.09 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3441, pruned_loss=0.09827, over 2465416.38 frames. utt_duration=1261 frames, utt_pad_proportion=0.05098, over 7829.80 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.326, pruned_loss=0.09038, over 2474715.76 frames. utt_duration=551.8 frames, utt_pad_proportion=0.0572, over 17986.95 utterances.], batch size: 133, lr: 8.14e-04
2022-08-21 16:08:23,802 INFO [train.py:927] (5/8) Epoch 3, batch 13600, giga_loss[loss=0.317, simple_loss=0.3799, pruned_loss=0.127, over 12420.00 frames. utt_duration=904.7 frames, utt_pad_proportion=0.03345, over 55.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3413, pruned_loss=0.1021, over 2474729.20 frames. utt_duration=521.8 frames, utt_pad_proportion=0.0666, over 19023.42 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3448, pruned_loss=0.0993, over 2465376.26 frames. utt_duration=1248 frames, utt_pad_proportion=0.05467, over 7910.31 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3351, pruned_loss=0.09827, over 2475148.58 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06523, over 19862.55 utterances.], batch size: 55, lr: 8.14e-04
2022-08-21 16:10:10,259 INFO [train.py:927] (5/8) Epoch 3, batch 13650, giga_loss[loss=0.3403, simple_loss=0.3878, pruned_loss=0.1464, over 12361.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04061, over 145.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.349, pruned_loss=0.1088, over 2475443.17 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06294, over 19695.42 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3446, pruned_loss=0.09924, over 2465425.18 frames. utt_duration=1250 frames, utt_pad_proportion=0.05427, over 7898.25 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3443, pruned_loss=0.1058, over 2475810.24 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06219, over 20454.24 utterances.], batch size: 145, lr: 8.14e-04
2022-08-21 16:11:56,581 INFO [train.py:927] (5/8) Epoch 3, batch 13700, giga_loss[loss=0.3377, simple_loss=0.3827, pruned_loss=0.1464, over 12290.00 frames. utt_duration=965.5 frames, utt_pad_proportion=0.0374, over 51.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.3535, pruned_loss=0.1137, over 2475151.61 frames. utt_duration=489 frames, utt_pad_proportion=0.06555, over 20310.04 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3443, pruned_loss=0.09946, over 2465058.11 frames. utt_duration=1232 frames, utt_pad_proportion=0.06147, over 8014.19 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3501, pruned_loss=0.1115, over 2476099.58 frames. utt_duration=468.8 frames, utt_pad_proportion=0.0626, over 21194.28 utterances.], batch size: 51, lr: 8.14e-04
2022-08-21 16:13:47,525 INFO [train.py:927] (5/8) Epoch 3, batch 13750, giga_loss[loss=0.317, simple_loss=0.3803, pruned_loss=0.1268, over 12426.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.0329, over 80.00 utterances.], tot_loss[loss=0.2979, simple_loss=0.3585, pruned_loss=0.1187, over 2475740.30 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06714, over 20881.90 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3441, pruned_loss=0.09943, over 2465130.82 frames. utt_duration=1233 frames, utt_pad_proportion=0.06127, over 8004.12 utterances.], giga_tot_loss[loss=0.2951, simple_loss=0.3561, pruned_loss=0.117, over 2476461.67 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06488, over 21633.62 utterances.], batch size: 80, lr: 8.13e-04
2022-08-21 16:15:38,062 INFO [train.py:927] (5/8) Epoch 3, batch 13800, giga_loss[loss=0.2785, simple_loss=0.3479, pruned_loss=0.1045, over 12376.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03046, over 62.00 utterances.], tot_loss[loss=0.2991, simple_loss=0.3588, pruned_loss=0.1197, over 2476256.46 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07096, over 20954.41 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3442, pruned_loss=0.09968, over 2465655.67 frames. utt_duration=1239 frames, utt_pad_proportion=0.05974, over 7970.52 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3572, pruned_loss=0.1188, over 2476711.84 frames. utt_duration=452.3 frames, utt_pad_proportion=0.06957, over 21972.74 utterances.], batch size: 62, lr: 8.13e-04
2022-08-21 16:17:22,246 INFO [train.py:927] (5/8) Epoch 3, batch 13850, giga_loss[loss=0.2536, simple_loss=0.3331, pruned_loss=0.0871, over 12470.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.0427, over 34.00 utterances.], tot_loss[loss=0.3006, simple_loss=0.3594, pruned_loss=0.1209, over 2476292.73 frames. utt_duration=460 frames, utt_pad_proportion=0.07327, over 21602.64 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.344, pruned_loss=0.09975, over 2465806.48 frames. utt_duration=1240 frames, utt_pad_proportion=0.05912, over 7964.29 utterances.], giga_tot_loss[loss=0.2997, simple_loss=0.3586, pruned_loss=0.1204, over 2476725.76 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0724, over 22662.65 utterances.], batch size: 34, lr: 8.13e-04
2022-08-21 16:19:05,634 INFO [train.py:927] (5/8) Epoch 3, batch 13900, libri_loss[loss=0.2652, simple_loss=0.3305, pruned_loss=0.09991, over 12379.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007689, over 31.00 utterances.], tot_loss[loss=0.3007, simple_loss=0.36, pruned_loss=0.1207, over 2476646.18 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07664, over 22320.88 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3438, pruned_loss=0.09984, over 2465876.54 frames. utt_duration=1243 frames, utt_pad_proportion=0.05816, over 7946.47 utterances.], giga_tot_loss[loss=0.3009, simple_loss=0.3599, pruned_loss=0.1209, over 2477183.04 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07626, over 23568.99 utterances.], batch size: 31, lr: 8.12e-04
2022-08-21 16:20:55,765 INFO [train.py:927] (5/8) Epoch 3, batch 13950, giga_loss[loss=0.2559, simple_loss=0.3391, pruned_loss=0.08637, over 12388.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02716, over 70.00 utterances.], tot_loss[loss=0.296, simple_loss=0.3575, pruned_loss=0.1173, over 2474435.89 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07967, over 21883.58 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3438, pruned_loss=0.0998, over 2465519.94 frames. utt_duration=1246 frames, utt_pad_proportion=0.05724, over 7925.69 utterances.], giga_tot_loss[loss=0.2966, simple_loss=0.3577, pruned_loss=0.1178, over 2475360.10 frames. utt_duration=429 frames, utt_pad_proportion=0.07969, over 23160.16 utterances.], batch size: 70, lr: 8.12e-04
2022-08-21 16:22:42,462 INFO [train.py:927] (5/8) Epoch 3, batch 14000, giga_loss[loss=0.2723, simple_loss=0.337, pruned_loss=0.1038, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03163, over 97.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3549, pruned_loss=0.1141, over 2474047.75 frames. utt_duration=452.8 frames, utt_pad_proportion=0.08393, over 21925.16 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3441, pruned_loss=0.1, over 2465794.57 frames. utt_duration=1236 frames, utt_pad_proportion=0.06117, over 7991.90 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.355, pruned_loss=0.1145, over 2474639.41 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08254, over 23061.19 utterances.], batch size: 97, lr: 8.12e-04
2022-08-21 16:24:28,323 INFO [train.py:927] (5/8) Epoch 3, batch 14050, giga_loss[loss=0.2528, simple_loss=0.3206, pruned_loss=0.09249, over 12351.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03257, over 58.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3509, pruned_loss=0.1114, over 2474073.51 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07856, over 20806.59 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3431, pruned_loss=0.1001, over 2465288.87 frames. utt_duration=1241 frames, utt_pad_proportion=0.06001, over 7955.02 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.3523, pruned_loss=0.1121, over 2475365.10 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07827, over 22297.13 utterances.], batch size: 58, lr: 8.11e-04
2022-08-21 16:26:15,999 INFO [train.py:927] (5/8) Epoch 3, batch 14100, giga_loss[loss=0.2595, simple_loss=0.339, pruned_loss=0.09003, over 12391.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02675, over 70.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3509, pruned_loss=0.1113, over 2474112.88 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07449, over 20628.85 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3428, pruned_loss=0.1001, over 2465418.51 frames. utt_duration=1243 frames, utt_pad_proportion=0.05933, over 7941.73 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.3523, pruned_loss=0.1121, over 2475158.54 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07478, over 21984.24 utterances.], batch size: 70, lr: 8.11e-04
2022-08-21 16:28:08,974 INFO [train.py:927] (5/8) Epoch 3, batch 14150, giga_loss[loss=0.283, simple_loss=0.353, pruned_loss=0.1065, over 12374.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03185, over 62.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3497, pruned_loss=0.1095, over 2473748.16 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07839, over 21350.82 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3424, pruned_loss=0.09993, over 2465268.29 frames. utt_duration=1247 frames, utt_pad_proportion=0.05844, over 7917.07 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3513, pruned_loss=0.1104, over 2474852.84 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07873, over 22664.86 utterances.], batch size: 62, lr: 8.11e-04
2022-08-21 16:29:53,994 INFO [train.py:927] (5/8) Epoch 3, batch 14200, giga_loss[loss=0.3169, simple_loss=0.3737, pruned_loss=0.13, over 12389.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04908, over 161.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3503, pruned_loss=0.1091, over 2474355.19 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07787, over 21319.86 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3418, pruned_loss=0.09981, over 2465673.27 frames. utt_duration=1252 frames, utt_pad_proportion=0.05717, over 7885.95 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3524, pruned_loss=0.1103, over 2475103.68 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07873, over 22752.23 utterances.], batch size: 161, lr: 8.10e-04
2022-08-21 16:31:42,787 INFO [train.py:927] (5/8) Epoch 3, batch 14250, giga_loss[loss=0.2327, simple_loss=0.314, pruned_loss=0.07569, over 12264.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02585, over 54.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3503, pruned_loss=0.1099, over 2474459.02 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07472, over 21503.24 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3413, pruned_loss=0.09982, over 2466187.07 frames. utt_duration=1259 frames, utt_pad_proportion=0.05572, over 7846.53 utterances.], giga_tot_loss[loss=0.2874, simple_loss=0.3526, pruned_loss=0.1111, over 2474880.46 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07618, over 23114.38 utterances.], batch size: 54, lr: 8.10e-04
2022-08-21 16:33:28,518 INFO [train.py:927] (5/8) Epoch 3, batch 14300, giga_loss[loss=0.2967, simple_loss=0.3484, pruned_loss=0.1225, over 12394.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06411, over 183.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3471, pruned_loss=0.1086, over 2474008.91 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07165, over 20556.84 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3416, pruned_loss=0.1002, over 2466432.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.05488, over 7839.64 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3489, pruned_loss=0.1094, over 2474274.55 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07344, over 22084.94 utterances.], batch size: 183, lr: 8.10e-04
2022-08-21 16:35:16,923 INFO [train.py:927] (5/8) Epoch 3, batch 14350, giga_loss[loss=0.2503, simple_loss=0.3329, pruned_loss=0.0838, over 12314.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02917, over 74.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.3462, pruned_loss=0.1065, over 2473821.33 frames. utt_duration=502 frames, utt_pad_proportion=0.06696, over 19768.98 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3425, pruned_loss=0.1006, over 2466536.77 frames. utt_duration=1254 frames, utt_pad_proportion=0.05538, over 7876.60 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3468, pruned_loss=0.1069, over 2474083.90 frames. utt_duration=468.9 frames, utt_pad_proportion=0.06868, over 21171.76 utterances.], batch size: 74, lr: 8.10e-04
2022-08-21 16:37:03,079 INFO [train.py:927] (5/8) Epoch 3, batch 14400, giga_loss[loss=0.2507, simple_loss=0.3297, pruned_loss=0.08582, over 12286.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0286, over 45.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.3457, pruned_loss=0.1057, over 2474159.20 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06457, over 19115.86 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3425, pruned_loss=0.1008, over 2466770.05 frames. utt_duration=1248 frames, utt_pad_proportion=0.05835, over 7917.99 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3463, pruned_loss=0.106, over 2474404.22 frames. utt_duration=482.8 frames, utt_pad_proportion=0.06518, over 20563.28 utterances.], batch size: 45, lr: 8.09e-04
2022-08-21 16:38:48,988 INFO [train.py:927] (5/8) Epoch 3, batch 14450, giga_loss[loss=0.2544, simple_loss=0.3292, pruned_loss=0.08983, over 12383.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02963, over 85.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.3449, pruned_loss=0.1058, over 2474022.10 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06324, over 19337.14 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3422, pruned_loss=0.1009, over 2466151.66 frames. utt_duration=1252 frames, utt_pad_proportion=0.05668, over 7885.49 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3458, pruned_loss=0.1061, over 2475127.19 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06445, over 21077.21 utterances.], batch size: 85, lr: 8.09e-04
2022-08-21 16:40:33,485 INFO [train.py:927] (5/8) Epoch 3, batch 14500, libri_loss[loss=0.2889, simple_loss=0.3508, pruned_loss=0.1135, over 12378.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01034, over 38.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3445, pruned_loss=0.1067, over 2473732.05 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06626, over 19815.81 utterances.], libri_tot_loss[loss=0.2722, simple_loss=0.3424, pruned_loss=0.101, over 2466357.75 frames. utt_duration=1254 frames, utt_pad_proportion=0.05581, over 7875.83 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3451, pruned_loss=0.1071, over 2474564.94 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06741, over 21440.83 utterances.], batch size: 38, lr: 8.09e-04
2022-08-21 16:42:18,056 INFO [train.py:927] (5/8) Epoch 3, batch 14550, giga_loss[loss=0.2533, simple_loss=0.3287, pruned_loss=0.08897, over 12458.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3433, pruned_loss=0.1069, over 2474774.89 frames. utt_duration=493.3 frames, utt_pad_proportion=0.0678, over 20124.74 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3422, pruned_loss=0.1012, over 2466646.92 frames. utt_duration=1257 frames, utt_pad_proportion=0.05512, over 7861.30 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.344, pruned_loss=0.1071, over 2475314.45 frames. utt_duration=459 frames, utt_pad_proportion=0.06891, over 21641.74 utterances.], batch size: 75, lr: 8.08e-04
2022-08-21 16:44:03,514 INFO [train.py:927] (5/8) Epoch 3, batch 14600, giga_loss[loss=0.2623, simple_loss=0.3324, pruned_loss=0.09614, over 12390.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03187, over 122.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3423, pruned_loss=0.1065, over 2474011.35 frames. utt_duration=512.9 frames, utt_pad_proportion=0.0677, over 19348.15 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3415, pruned_loss=0.1014, over 2466810.97 frames. utt_duration=1263 frames, utt_pad_proportion=0.05392, over 7822.03 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3435, pruned_loss=0.1066, over 2474507.81 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06909, over 20917.35 utterances.], batch size: 122, lr: 8.08e-04
2022-08-21 16:45:47,089 INFO [train.py:927] (5/8) Epoch 3, batch 14650, giga_loss[loss=0.2624, simple_loss=0.3429, pruned_loss=0.09098, over 12213.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03281, over 42.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3424, pruned_loss=0.1063, over 2473110.18 frames. utt_duration=511.5 frames, utt_pad_proportion=0.07133, over 19396.50 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3409, pruned_loss=0.1012, over 2466896.58 frames. utt_duration=1267 frames, utt_pad_proportion=0.05289, over 7800.36 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.344, pruned_loss=0.1067, over 2473641.90 frames. utt_duration=472 frames, utt_pad_proportion=0.07267, over 21025.89 utterances.], batch size: 42, lr: 8.08e-04
2022-08-21 16:47:34,264 INFO [train.py:927] (5/8) Epoch 3, batch 14700, giga_loss[loss=0.2604, simple_loss=0.3331, pruned_loss=0.09387, over 12382.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.03016, over 58.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.3427, pruned_loss=0.1058, over 2473211.08 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07395, over 19810.09 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.341, pruned_loss=0.1013, over 2466520.74 frames. utt_duration=1266 frames, utt_pad_proportion=0.05271, over 7805.39 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3438, pruned_loss=0.1061, over 2474120.53 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07503, over 21372.96 utterances.], batch size: 58, lr: 8.08e-04
2022-08-21 16:49:19,374 INFO [train.py:927] (5/8) Epoch 3, batch 14750, giga_loss[loss=0.2652, simple_loss=0.3392, pruned_loss=0.09559, over 12426.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03636, over 105.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3443, pruned_loss=0.108, over 2473699.43 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07704, over 20309.85 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3404, pruned_loss=0.101, over 2466439.10 frames. utt_duration=1269 frames, utt_pad_proportion=0.05217, over 7781.42 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3458, pruned_loss=0.1086, over 2474574.98 frames. utt_duration=457 frames, utt_pad_proportion=0.07793, over 21726.61 utterances.], batch size: 105, lr: 8.07e-04
2022-08-21 16:51:03,494 INFO [train.py:927] (5/8) Epoch 3, batch 14800, giga_loss[loss=0.2388, simple_loss=0.3167, pruned_loss=0.08048, over 12440.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03033, over 80.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3444, pruned_loss=0.1085, over 2474399.07 frames. utt_duration=507.1 frames, utt_pad_proportion=0.0718, over 19574.26 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3405, pruned_loss=0.1013, over 2466855.59 frames. utt_duration=1270 frames, utt_pad_proportion=0.05147, over 7776.89 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.3456, pruned_loss=0.109, over 2474932.97 frames. utt_duration=471.8 frames, utt_pad_proportion=0.0733, over 21049.15 utterances.], batch size: 80, lr: 8.07e-04
2022-08-21 16:52:49,950 INFO [train.py:927] (5/8) Epoch 3, batch 14850, giga_loss[loss=0.2647, simple_loss=0.3295, pruned_loss=0.09994, over 12360.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03885, over 113.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3438, pruned_loss=0.1085, over 2473882.34 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07723, over 20290.80 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3403, pruned_loss=0.1011, over 2467064.51 frames. utt_duration=1275 frames, utt_pad_proportion=0.05097, over 7750.36 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.345, pruned_loss=0.1091, over 2474211.12 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07832, over 21641.28 utterances.], batch size: 113, lr: 8.07e-04
2022-08-21 16:54:32,557 INFO [train.py:927] (5/8) Epoch 3, batch 14900, giga_loss[loss=0.2261, simple_loss=0.3132, pruned_loss=0.06948, over 12327.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.342, pruned_loss=0.1062, over 2474041.75 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07756, over 20446.23 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3402, pruned_loss=0.1013, over 2466753.33 frames. utt_duration=1260 frames, utt_pad_proportion=0.05535, over 7837.66 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3432, pruned_loss=0.1068, over 2474852.93 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07739, over 21918.12 utterances.], batch size: 70, lr: 8.06e-04
2022-08-21 16:56:19,200 INFO [train.py:927] (5/8) Epoch 3, batch 14950, giga_loss[loss=0.2346, simple_loss=0.3101, pruned_loss=0.07955, over 12383.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04562, over 26.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3391, pruned_loss=0.1047, over 2473833.39 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07355, over 20238.76 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3399, pruned_loss=0.1013, over 2466280.74 frames. utt_duration=1265 frames, utt_pad_proportion=0.05472, over 7806.13 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3404, pruned_loss=0.1053, over 2475034.45 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07398, over 21660.64 utterances.], batch size: 26, lr: 8.06e-04
2022-08-21 16:58:00,771 INFO [train.py:927] (5/8) Epoch 3, batch 15000, giga_loss[loss=0.2866, simple_loss=0.3624, pruned_loss=0.1054, over 12326.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03462, over 51.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3421, pruned_loss=0.1065, over 2474110.37 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07286, over 20692.86 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3406, pruned_loss=0.1013, over 2466353.00 frames. utt_duration=1267 frames, utt_pad_proportion=0.05428, over 7797.07 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3425, pruned_loss=0.1071, over 2475135.89 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07348, over 22067.74 utterances.], batch size: 51, lr: 8.06e-04
2022-08-21 16:58:00,772 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 16:58:14,908 INFO [train.py:967] (5/8) 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] (5/8) Epoch 3, batch 15050, giga_loss[loss=0.3152, simple_loss=0.3815, pruned_loss=0.1244, over 12427.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04186, over 146.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3454, pruned_loss=0.1074, over 2473727.82 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07795, over 20893.69 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3404, pruned_loss=0.1015, over 2465905.72 frames. utt_duration=1271 frames, utt_pad_proportion=0.05351, over 7767.78 utterances.], giga_tot_loss[loss=0.2808, simple_loss=0.346, pruned_loss=0.1078, over 2475166.07 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07859, over 22384.63 utterances.], batch size: 146, lr: 8.05e-04
2022-08-21 17:01:48,377 INFO [train.py:927] (5/8) Epoch 3, batch 15100, giga_loss[loss=0.269, simple_loss=0.3435, pruned_loss=0.09728, over 12364.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03208, over 97.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3477, pruned_loss=0.1086, over 2474159.76 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07645, over 21131.79 utterances.], libri_tot_loss[loss=0.2722, simple_loss=0.3407, pruned_loss=0.1019, over 2466251.26 frames. utt_duration=1271 frames, utt_pad_proportion=0.05277, over 7772.40 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.348, pruned_loss=0.1086, over 2475151.29 frames. utt_duration=440.8 frames, utt_pad_proportion=0.0774, over 22534.29 utterances.], batch size: 97, lr: 8.05e-04
2022-08-21 17:03:33,008 INFO [train.py:927] (5/8) Epoch 3, batch 15150, giga_loss[loss=0.2652, simple_loss=0.3275, pruned_loss=0.1014, over 12429.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03852, over 43.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3476, pruned_loss=0.1093, over 2473861.50 frames. utt_duration=470 frames, utt_pad_proportion=0.07539, over 21121.66 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3399, pruned_loss=0.1016, over 2466172.65 frames. utt_duration=1274 frames, utt_pad_proportion=0.05218, over 7752.50 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3487, pruned_loss=0.1097, over 2474861.05 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07651, over 22561.13 utterances.], batch size: 43, lr: 8.05e-04
2022-08-21 17:05:18,828 INFO [train.py:927] (5/8) Epoch 3, batch 15200, giga_loss[loss=0.2289, simple_loss=0.3068, pruned_loss=0.07544, over 12389.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02683, over 70.00 utterances.], tot_loss[loss=0.282, simple_loss=0.3462, pruned_loss=0.1089, over 2474075.96 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07412, over 21148.44 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3398, pruned_loss=0.1016, over 2466157.60 frames. utt_duration=1275 frames, utt_pad_proportion=0.05142, over 7746.47 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3472, pruned_loss=0.1094, over 2475024.63 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07546, over 22542.67 utterances.], batch size: 70, lr: 8.05e-04
2022-08-21 17:07:11,577 INFO [train.py:927] (5/8) Epoch 3, batch 15250, giga_loss[loss=0.2818, simple_loss=0.3521, pruned_loss=0.1058, over 12330.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.346, pruned_loss=0.1088, over 2474080.94 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07255, over 20821.81 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.34, pruned_loss=0.1016, over 2466025.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.05463, over 7794.29 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3469, pruned_loss=0.1094, over 2475161.98 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07302, over 22259.78 utterances.], batch size: 85, lr: 8.04e-04
2022-08-21 17:08:55,441 INFO [train.py:927] (5/8) Epoch 3, batch 15300, giga_loss[loss=0.247, simple_loss=0.3185, pruned_loss=0.08775, over 12371.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03132, over 97.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3458, pruned_loss=0.1092, over 2474325.64 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06857, over 20450.21 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.34, pruned_loss=0.1019, over 2466018.82 frames. utt_duration=1268 frames, utt_pad_proportion=0.05306, over 7787.48 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3467, pruned_loss=0.1098, over 2475527.71 frames. utt_duration=448.3 frames, utt_pad_proportion=0.06996, over 22162.75 utterances.], batch size: 97, lr: 8.04e-04
2022-08-21 17:10:41,937 INFO [train.py:927] (5/8) Epoch 3, batch 15350, giga_loss[loss=0.2842, simple_loss=0.339, pruned_loss=0.1147, over 12222.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02903, over 42.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3437, pruned_loss=0.1085, over 2473219.08 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06759, over 19986.16 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3397, pruned_loss=0.102, over 2465301.06 frames. utt_duration=1274 frames, utt_pad_proportion=0.0515, over 7748.77 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.345, pruned_loss=0.109, over 2475125.99 frames. utt_duration=454.5 frames, utt_pad_proportion=0.06949, over 21855.81 utterances.], batch size: 42, lr: 8.04e-04
2022-08-21 17:12:25,442 INFO [train.py:927] (5/8) Epoch 3, batch 15400, libri_loss[loss=0.3077, simple_loss=0.3604, pruned_loss=0.1275, over 12149.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005845, over 35.00 utterances.], tot_loss[loss=0.2836, simple_loss=0.346, pruned_loss=0.1106, over 2473416.06 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07619, over 21062.67 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3394, pruned_loss=0.102, over 2465410.16 frames. utt_duration=1280 frames, utt_pad_proportion=0.05016, over 7713.97 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3475, pruned_loss=0.1113, over 2475119.53 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07761, over 23010.30 utterances.], batch size: 35, lr: 8.03e-04
2022-08-21 17:14:12,158 INFO [train.py:927] (5/8) Epoch 3, batch 15450, libri_loss[loss=0.2125, simple_loss=0.278, pruned_loss=0.07353, over 12253.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01188, over 28.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3466, pruned_loss=0.1114, over 2473246.29 frames. utt_duration=478.9 frames, utt_pad_proportion=0.077, over 20722.38 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3387, pruned_loss=0.1018, over 2465571.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.04985, over 7701.56 utterances.], giga_tot_loss[loss=0.2869, simple_loss=0.3487, pruned_loss=0.1125, over 2474771.77 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07853, over 22807.31 utterances.], batch size: 28, lr: 8.03e-04
2022-08-21 17:15:55,250 INFO [train.py:927] (5/8) Epoch 3, batch 15500, giga_loss[loss=0.2999, simple_loss=0.3729, pruned_loss=0.1135, over 12439.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03651, over 133.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.3485, pruned_loss=0.109, over 2473074.32 frames. utt_duration=496 frames, utt_pad_proportion=0.07068, over 20004.49 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3388, pruned_loss=0.1018, over 2465562.93 frames. utt_duration=1284 frames, utt_pad_proportion=0.0493, over 7692.04 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3501, pruned_loss=0.1099, over 2474393.62 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07272, over 21839.10 utterances.], batch size: 133, lr: 8.03e-04
2022-08-21 17:17:39,221 INFO [train.py:927] (5/8) Epoch 3, batch 15550, giga_loss[loss=0.289, simple_loss=0.3573, pruned_loss=0.1104, over 12406.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02278, over 66.00 utterances.], tot_loss[loss=0.2874, simple_loss=0.3524, pruned_loss=0.1112, over 2472874.02 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07221, over 20242.47 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3387, pruned_loss=0.1016, over 2465430.08 frames. utt_duration=1287 frames, utt_pad_proportion=0.04878, over 7672.74 utterances.], giga_tot_loss[loss=0.2892, simple_loss=0.3539, pruned_loss=0.1122, over 2474132.52 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07397, over 21876.20 utterances.], batch size: 66, lr: 8.02e-04
2022-08-21 17:19:21,939 INFO [train.py:927] (5/8) Epoch 3, batch 15600, giga_loss[loss=0.3994, simple_loss=0.4102, pruned_loss=0.1943, over 12368.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09851, over 256.00 utterances.], tot_loss[loss=0.2893, simple_loss=0.3534, pruned_loss=0.1126, over 2472824.34 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07468, over 20029.07 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3389, pruned_loss=0.1019, over 2465790.24 frames. utt_duration=1269 frames, utt_pad_proportion=0.05575, over 7784.02 utterances.], giga_tot_loss[loss=0.2914, simple_loss=0.3552, pruned_loss=0.1138, over 2473941.55 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07402, over 21891.77 utterances.], batch size: 256, lr: 8.02e-04
2022-08-21 17:21:05,151 INFO [train.py:927] (5/8) Epoch 3, batch 15650, giga_loss[loss=0.2772, simple_loss=0.3489, pruned_loss=0.1028, over 12475.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.0291, over 55.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3531, pruned_loss=0.1131, over 2473196.08 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07927, over 20853.40 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3383, pruned_loss=0.1015, over 2465419.15 frames. utt_duration=1274 frames, utt_pad_proportion=0.05428, over 7751.06 utterances.], giga_tot_loss[loss=0.2925, simple_loss=0.3555, pruned_loss=0.1147, over 2474641.15 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07901, over 22774.78 utterances.], batch size: 55, lr: 8.02e-04
2022-08-21 17:22:50,258 INFO [train.py:927] (5/8) Epoch 3, batch 15700, giga_loss[loss=0.2967, simple_loss=0.3588, pruned_loss=0.1173, over 12386.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04302, over 37.00 utterances.], tot_loss[loss=0.2861, simple_loss=0.3512, pruned_loss=0.1104, over 2473734.59 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07822, over 20484.90 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.338, pruned_loss=0.1014, over 2465631.43 frames. utt_duration=1264 frames, utt_pad_proportion=0.05727, over 7809.73 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3539, pruned_loss=0.1121, over 2474922.58 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07753, over 22341.32 utterances.], batch size: 37, lr: 8.02e-04
2022-08-21 17:24:36,888 INFO [train.py:927] (5/8) Epoch 3, batch 15750, giga_loss[loss=0.2689, simple_loss=0.3402, pruned_loss=0.09876, over 12321.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03497, over 51.00 utterances.], tot_loss[loss=0.2855, simple_loss=0.3511, pruned_loss=0.11, over 2473354.96 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07735, over 19883.83 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3382, pruned_loss=0.1018, over 2465719.21 frames. utt_duration=1255 frames, utt_pad_proportion=0.06018, over 7867.61 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3534, pruned_loss=0.1112, over 2474438.65 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07604, over 21654.17 utterances.], batch size: 51, lr: 8.01e-04
2022-08-21 17:26:24,041 INFO [train.py:927] (5/8) Epoch 3, batch 15800, giga_loss[loss=0.2784, simple_loss=0.3436, pruned_loss=0.1066, over 12459.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03051, over 80.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3503, pruned_loss=0.11, over 2474233.51 frames. utt_duration=492 frames, utt_pad_proportion=0.07462, over 20175.44 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3383, pruned_loss=0.1019, over 2466040.93 frames. utt_duration=1256 frames, utt_pad_proportion=0.05959, over 7864.63 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3522, pruned_loss=0.1109, over 2474907.10 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07403, over 21741.41 utterances.], batch size: 80, lr: 8.01e-04
2022-08-21 17:28:09,327 INFO [train.py:927] (5/8) Epoch 3, batch 15850, giga_loss[loss=0.2488, simple_loss=0.3289, pruned_loss=0.08437, over 12387.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02693, over 70.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.349, pruned_loss=0.1106, over 2474530.79 frames. utt_duration=477 frames, utt_pad_proportion=0.07714, over 20817.62 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3381, pruned_loss=0.102, over 2466219.45 frames. utt_duration=1259 frames, utt_pad_proportion=0.05845, over 7844.26 utterances.], giga_tot_loss[loss=0.2869, simple_loss=0.3509, pruned_loss=0.1115, over 2475083.33 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07701, over 22357.60 utterances.], batch size: 70, lr: 8.01e-04
2022-08-21 17:29:52,144 INFO [train.py:927] (5/8) Epoch 3, batch 15900, giga_loss[loss=0.284, simple_loss=0.3362, pruned_loss=0.1159, over 12376.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04246, over 37.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3472, pruned_loss=0.1107, over 2474745.14 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07674, over 20894.84 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3382, pruned_loss=0.1024, over 2466554.76 frames. utt_duration=1259 frames, utt_pad_proportion=0.05808, over 7844.59 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3488, pruned_loss=0.1111, over 2474988.82 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07684, over 22287.74 utterances.], batch size: 37, lr: 8.00e-04
2022-08-21 17:31:32,729 INFO [train.py:927] (5/8) Epoch 3, batch 15950, giga_loss[loss=0.2602, simple_loss=0.3349, pruned_loss=0.0927, over 12407.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07244, over 212.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3471, pruned_loss=0.1086, over 2474732.59 frames. utt_duration=467 frames, utt_pad_proportion=0.07665, over 21263.80 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3403, pruned_loss=0.1027, over 2466325.71 frames. utt_duration=1250 frames, utt_pad_proportion=0.06158, over 7904.56 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3467, pruned_loss=0.1089, over 2475380.82 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07592, over 22739.49 utterances.], batch size: 212, lr: 8.00e-04
2022-08-21 17:33:20,699 INFO [train.py:927] (5/8) Epoch 3, batch 16000, giga_loss[loss=0.337, simple_loss=0.3756, pruned_loss=0.1492, over 12371.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07523, over 212.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.3442, pruned_loss=0.106, over 2474687.97 frames. utt_duration=472 frames, utt_pad_proportion=0.07331, over 21038.65 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.34, pruned_loss=0.1024, over 2466424.70 frames. utt_duration=1253 frames, utt_pad_proportion=0.0612, over 7882.57 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3443, pruned_loss=0.1065, over 2475195.29 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07307, over 22341.71 utterances.], batch size: 212, lr: 8.00e-04
2022-08-21 17:35:08,868 INFO [train.py:927] (5/8) Epoch 3, batch 16050, giga_loss[loss=0.3011, simple_loss=0.3695, pruned_loss=0.1164, over 12366.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3426, pruned_loss=0.1064, over 2475100.45 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07573, over 21682.37 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3398, pruned_loss=0.1024, over 2466679.58 frames. utt_duration=1255 frames, utt_pad_proportion=0.06049, over 7869.37 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3429, pruned_loss=0.1069, over 2475394.09 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07569, over 22896.53 utterances.], batch size: 58, lr: 8.00e-04
2022-08-21 17:36:53,633 INFO [train.py:927] (5/8) Epoch 3, batch 16100, giga_loss[loss=0.2452, simple_loss=0.3155, pruned_loss=0.08746, over 12264.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0278, over 54.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3428, pruned_loss=0.1061, over 2474404.37 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07046, over 21218.26 utterances.], libri_tot_loss[loss=0.2722, simple_loss=0.3396, pruned_loss=0.1024, over 2466711.95 frames. utt_duration=1256 frames, utt_pad_proportion=0.06017, over 7864.74 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3433, pruned_loss=0.1065, over 2474674.80 frames. utt_duration=445.3 frames, utt_pad_proportion=0.0708, over 22303.22 utterances.], batch size: 54, lr: 7.99e-04
2022-08-21 17:38:38,456 INFO [train.py:927] (5/8) Epoch 3, batch 16150, giga_loss[loss=0.2829, simple_loss=0.3544, pruned_loss=0.1057, over 12441.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03009, over 80.00 utterances.], tot_loss[loss=0.2765, simple_loss=0.342, pruned_loss=0.1055, over 2473989.06 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07288, over 21423.16 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3397, pruned_loss=0.1025, over 2466305.41 frames. utt_duration=1259 frames, utt_pad_proportion=0.05917, over 7846.15 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3423, pruned_loss=0.1058, over 2474779.23 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07347, over 22671.78 utterances.], batch size: 80, lr: 7.99e-04
2022-08-21 17:40:26,864 INFO [train.py:927] (5/8) Epoch 3, batch 16200, giga_loss[loss=0.2355, simple_loss=0.319, pruned_loss=0.07603, over 12321.00 frames. utt_duration=913.9 frames, utt_pad_proportion=0.02356, over 54.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3435, pruned_loss=0.1061, over 2473579.34 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07283, over 21235.24 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3404, pruned_loss=0.1025, over 2466274.06 frames. utt_duration=1261 frames, utt_pad_proportion=0.05875, over 7831.73 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3431, pruned_loss=0.1063, over 2474303.15 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07347, over 22352.26 utterances.], batch size: 54, lr: 7.99e-04
2022-08-21 17:42:13,830 INFO [train.py:927] (5/8) Epoch 3, batch 16250, giga_loss[loss=0.2933, simple_loss=0.3592, pruned_loss=0.1137, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03946, over 133.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3454, pruned_loss=0.107, over 2473480.70 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06882, over 20746.02 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3408, pruned_loss=0.1027, over 2466362.89 frames. utt_duration=1261 frames, utt_pad_proportion=0.05759, over 7833.63 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3448, pruned_loss=0.1072, over 2474228.16 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07009, over 22070.05 utterances.], batch size: 133, lr: 7.98e-04
2022-08-21 17:44:04,293 INFO [train.py:927] (5/8) Epoch 3, batch 16300, libri_loss[loss=0.3035, simple_loss=0.3621, pruned_loss=0.1224, over 12459.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03298, over 46.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3456, pruned_loss=0.1073, over 2473428.55 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06576, over 20654.66 utterances.], libri_tot_loss[loss=0.273, simple_loss=0.3407, pruned_loss=0.1027, over 2466652.23 frames. utt_duration=1259 frames, utt_pad_proportion=0.05729, over 7845.91 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3454, pruned_loss=0.1076, over 2473921.20 frames. utt_duration=451.5 frames, utt_pad_proportion=0.06712, over 21988.20 utterances.], batch size: 46, lr: 7.98e-04
2022-08-21 17:45:49,580 INFO [train.py:927] (5/8) Epoch 3, batch 16350, giga_loss[loss=0.2718, simple_loss=0.3426, pruned_loss=0.1005, over 12385.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03091, over 62.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.346, pruned_loss=0.1069, over 2474056.58 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06742, over 20813.46 utterances.], libri_tot_loss[loss=0.2736, simple_loss=0.3409, pruned_loss=0.1031, over 2466862.03 frames. utt_duration=1257 frames, utt_pad_proportion=0.05738, over 7856.94 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3458, pruned_loss=0.1068, over 2474384.61 frames. utt_duration=449.6 frames, utt_pad_proportion=0.06845, over 22086.75 utterances.], batch size: 62, lr: 7.98e-04
2022-08-21 17:47:37,609 INFO [train.py:927] (5/8) Epoch 3, batch 16400, giga_loss[loss=0.2802, simple_loss=0.3377, pruned_loss=0.1113, over 12181.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.03248, over 30.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.345, pruned_loss=0.1069, over 2474039.98 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07035, over 20503.71 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3413, pruned_loss=0.1034, over 2467043.63 frames. utt_duration=1256 frames, utt_pad_proportion=0.05705, over 7868.04 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3445, pruned_loss=0.1066, over 2474227.15 frames. utt_duration=458.1 frames, utt_pad_proportion=0.0712, over 21672.41 utterances.], batch size: 30, lr: 7.98e-04
2022-08-21 17:49:19,764 INFO [train.py:927] (5/8) Epoch 3, batch 16450, giga_loss[loss=0.308, simple_loss=0.3586, pruned_loss=0.1287, over 12416.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06157, over 183.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3427, pruned_loss=0.1059, over 2473999.16 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06852, over 20400.29 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3399, pruned_loss=0.1027, over 2466470.06 frames. utt_duration=1263 frames, utt_pad_proportion=0.05557, over 7818.37 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3436, pruned_loss=0.1064, over 2474955.95 frames. utt_duration=453.4 frames, utt_pad_proportion=0.06992, over 21905.00 utterances.], batch size: 183, lr: 7.97e-04
2022-08-21 17:51:06,208 INFO [train.py:927] (5/8) Epoch 3, batch 16500, giga_loss[loss=0.3346, simple_loss=0.3648, pruned_loss=0.1522, over 12366.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.343, pruned_loss=0.1072, over 2474358.72 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07237, over 21077.58 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3401, pruned_loss=0.103, over 2466525.36 frames. utt_duration=1264 frames, utt_pad_proportion=0.05532, over 7816.15 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3435, pruned_loss=0.1074, over 2475132.45 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07339, over 22392.45 utterances.], batch size: 259, lr: 7.97e-04
2022-08-21 17:52:50,593 INFO [train.py:927] (5/8) Epoch 3, batch 16550, giga_loss[loss=0.2907, simple_loss=0.3603, pruned_loss=0.1105, over 12352.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03182, over 51.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.344, pruned_loss=0.1079, over 2475077.59 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06935, over 20794.94 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3401, pruned_loss=0.1029, over 2466728.03 frames. utt_duration=1271 frames, utt_pad_proportion=0.05416, over 7771.27 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3446, pruned_loss=0.1083, over 2475713.61 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07083, over 22253.52 utterances.], batch size: 51, lr: 7.97e-04
2022-08-21 17:54:36,094 INFO [train.py:927] (5/8) Epoch 3, batch 16600, giga_loss[loss=0.3385, simple_loss=0.381, pruned_loss=0.148, over 12413.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06238, over 183.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3442, pruned_loss=0.1087, over 2474779.92 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07483, over 21349.99 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3396, pruned_loss=0.1026, over 2466596.33 frames. utt_duration=1269 frames, utt_pad_proportion=0.05414, over 7781.33 utterances.], giga_tot_loss[loss=0.282, simple_loss=0.3452, pruned_loss=0.1094, over 2475605.63 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07588, over 22870.46 utterances.], batch size: 183, lr: 7.96e-04
2022-08-21 17:56:19,052 INFO [train.py:927] (5/8) Epoch 3, batch 16650, libri_loss[loss=0.2975, simple_loss=0.3683, pruned_loss=0.1134, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008276, over 37.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3429, pruned_loss=0.1083, over 2474740.20 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07955, over 21306.29 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3392, pruned_loss=0.1024, over 2466760.91 frames. utt_duration=1261 frames, utt_pad_proportion=0.05739, over 7831.78 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3442, pruned_loss=0.1092, over 2475434.20 frames. utt_duration=435.9 frames, utt_pad_proportion=0.0793, over 22794.64 utterances.], batch size: 37, lr: 7.96e-04
2022-08-21 17:58:05,270 INFO [train.py:927] (5/8) Epoch 3, batch 16700, giga_loss[loss=0.2897, simple_loss=0.3472, pruned_loss=0.116, over 12350.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04051, over 113.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3448, pruned_loss=0.1092, over 2475129.71 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07883, over 21808.61 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3389, pruned_loss=0.1023, over 2467041.96 frames. utt_duration=1261 frames, utt_pad_proportion=0.05663, over 7833.00 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.3462, pruned_loss=0.1101, over 2475632.35 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0791, over 23315.63 utterances.], batch size: 113, lr: 7.96e-04
2022-08-21 17:59:51,089 INFO [train.py:927] (5/8) Epoch 3, batch 16750, giga_loss[loss=0.3456, simple_loss=0.3925, pruned_loss=0.1493, over 12370.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07087, over 211.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3449, pruned_loss=0.1094, over 2475602.48 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07605, over 20778.11 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3385, pruned_loss=0.1024, over 2467096.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.05682, over 7825.31 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3464, pruned_loss=0.1102, over 2476087.05 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07652, over 22217.12 utterances.], batch size: 211, lr: 7.96e-04
2022-08-21 18:01:35,141 INFO [train.py:927] (5/8) Epoch 3, batch 16800, libri_loss[loss=0.2999, simple_loss=0.3616, pruned_loss=0.1191, over 12451.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005922, over 35.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3456, pruned_loss=0.1087, over 2476082.13 frames. utt_duration=490.7 frames, utt_pad_proportion=0.0702, over 20243.62 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3388, pruned_loss=0.1026, over 2467471.81 frames. utt_duration=1249 frames, utt_pad_proportion=0.06044, over 7914.16 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3468, pruned_loss=0.1094, over 2476406.23 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07008, over 21724.73 utterances.], batch size: 35, lr: 7.95e-04
2022-08-21 18:03:20,474 INFO [train.py:927] (5/8) Epoch 3, batch 16850, giga_loss[loss=0.2649, simple_loss=0.3432, pruned_loss=0.09333, over 12393.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.03692, over 31.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3442, pruned_loss=0.1067, over 2475948.04 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06917, over 19632.43 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3383, pruned_loss=0.1024, over 2467117.59 frames. utt_duration=1254 frames, utt_pad_proportion=0.05913, over 7880.15 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3458, pruned_loss=0.1076, over 2476763.80 frames. utt_duration=469.2 frames, utt_pad_proportion=0.06968, over 21182.92 utterances.], batch size: 31, lr: 7.95e-04
2022-08-21 18:05:04,712 INFO [train.py:927] (5/8) Epoch 3, batch 16900, giga_loss[loss=0.3122, simple_loss=0.3467, pruned_loss=0.1389, over 12368.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 369.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3433, pruned_loss=0.1066, over 2475931.95 frames. utt_duration=495.3 frames, utt_pad_proportion=0.0698, over 20055.65 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.338, pruned_loss=0.1023, over 2467129.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.05972, over 7913.63 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3448, pruned_loss=0.1075, over 2476703.24 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07003, over 21456.24 utterances.], batch size: 369, lr: 7.95e-04
2022-08-21 18:06:51,922 INFO [train.py:927] (5/8) Epoch 3, batch 16950, giga_loss[loss=0.2733, simple_loss=0.3477, pruned_loss=0.0995, over 12352.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03298, over 58.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3441, pruned_loss=0.1064, over 2474847.99 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06705, over 19251.76 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3383, pruned_loss=0.1023, over 2467084.37 frames. utt_duration=1251 frames, utt_pad_proportion=0.05877, over 7895.16 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3452, pruned_loss=0.1071, over 2475673.40 frames. utt_duration=481 frames, utt_pad_proportion=0.0678, over 20653.22 utterances.], batch size: 58, lr: 7.94e-04
2022-08-21 18:08:36,640 INFO [train.py:927] (5/8) Epoch 3, batch 17000, giga_loss[loss=0.2751, simple_loss=0.3455, pruned_loss=0.1024, over 12331.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03187, over 85.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.3441, pruned_loss=0.1076, over 2473770.95 frames. utt_duration=518 frames, utt_pad_proportion=0.06989, over 19157.10 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3373, pruned_loss=0.1019, over 2466961.53 frames. utt_duration=1258 frames, utt_pad_proportion=0.05766, over 7854.87 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.346, pruned_loss=0.1086, over 2474721.43 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07072, over 20602.43 utterances.], batch size: 85, lr: 7.94e-04
2022-08-21 18:10:23,085 INFO [train.py:927] (5/8) Epoch 3, batch 17050, giga_loss[loss=0.2685, simple_loss=0.3403, pruned_loss=0.09833, over 12388.00 frames. utt_duration=973.2 frames, utt_pad_proportion=0.02968, over 51.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3457, pruned_loss=0.1091, over 2473920.83 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07808, over 20181.99 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3376, pruned_loss=0.1024, over 2466926.70 frames. utt_duration=1247 frames, utt_pad_proportion=0.06155, over 7923.36 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.347, pruned_loss=0.1095, over 2474745.65 frames. utt_duration=465 frames, utt_pad_proportion=0.07711, over 21354.15 utterances.], batch size: 51, lr: 7.94e-04
2022-08-21 18:12:07,947 INFO [train.py:927] (5/8) Epoch 3, batch 17100, giga_loss[loss=0.2377, simple_loss=0.3163, pruned_loss=0.07952, over 12321.00 frames. utt_duration=625.3 frames, utt_pad_proportion=0.02748, over 79.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3453, pruned_loss=0.1088, over 2474412.70 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07937, over 20438.45 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3378, pruned_loss=0.1024, over 2466878.55 frames. utt_duration=1246 frames, utt_pad_proportion=0.06103, over 7928.42 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3463, pruned_loss=0.1092, over 2475231.58 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07882, over 21525.15 utterances.], batch size: 79, lr: 7.94e-04
2022-08-21 18:13:49,825 INFO [train.py:927] (5/8) Epoch 3, batch 17150, giga_loss[loss=0.2871, simple_loss=0.348, pruned_loss=0.1131, over 12369.00 frames. utt_duration=310.6 frames, utt_pad_proportion=0.04427, over 160.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3451, pruned_loss=0.1085, over 2474713.11 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07741, over 20443.50 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.338, pruned_loss=0.1027, over 2467217.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.05991, over 7922.58 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3459, pruned_loss=0.1087, over 2475238.48 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07761, over 21651.88 utterances.], batch size: 160, lr: 7.93e-04
2022-08-21 18:15:34,605 INFO [train.py:927] (5/8) Epoch 3, batch 17200, giga_loss[loss=0.3079, simple_loss=0.3622, pruned_loss=0.1268, over 12399.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06304, over 183.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3453, pruned_loss=0.1089, over 2475295.31 frames. utt_duration=462.8 frames, utt_pad_proportion=0.0815, over 21464.39 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3379, pruned_loss=0.1026, over 2467394.46 frames. utt_duration=1248 frames, utt_pad_proportion=0.05942, over 7916.38 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.346, pruned_loss=0.1092, over 2475623.60 frames. utt_duration=441 frames, utt_pad_proportion=0.08166, over 22529.71 utterances.], batch size: 183, lr: 7.93e-04
2022-08-21 18:17:27,387 INFO [train.py:927] (5/8) Epoch 3, batch 17250, giga_loss[loss=0.2422, simple_loss=0.3216, pruned_loss=0.08145, over 12450.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03162, over 75.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3432, pruned_loss=0.1064, over 2475102.33 frames. utt_duration=484.9 frames, utt_pad_proportion=0.077, over 20478.65 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3396, pruned_loss=0.1027, over 2467409.25 frames. utt_duration=1252 frames, utt_pad_proportion=0.05835, over 7893.60 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3425, pruned_loss=0.1067, over 2475523.61 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07783, over 21627.78 utterances.], batch size: 75, lr: 7.93e-04
2022-08-21 18:19:10,393 INFO [train.py:927] (5/8) Epoch 3, batch 17300, libri_loss[loss=0.28, simple_loss=0.3399, pruned_loss=0.11, over 12318.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006446, over 36.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.3419, pruned_loss=0.1072, over 2475273.66 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07993, over 21055.85 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3395, pruned_loss=0.103, over 2467572.15 frames. utt_duration=1249 frames, utt_pad_proportion=0.05769, over 7912.68 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3415, pruned_loss=0.1073, over 2475806.64 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08097, over 22556.25 utterances.], batch size: 36, lr: 7.92e-04
2022-08-21 18:20:56,221 INFO [train.py:927] (5/8) Epoch 3, batch 17350, libri_loss[loss=0.2944, simple_loss=0.3663, pruned_loss=0.1113, over 12431.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.0362, over 46.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.341, pruned_loss=0.1063, over 2475412.37 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0781, over 21572.07 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3398, pruned_loss=0.1031, over 2467753.79 frames. utt_duration=1248 frames, utt_pad_proportion=0.05695, over 7918.48 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3405, pruned_loss=0.1063, over 2475813.86 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07936, over 23008.90 utterances.], batch size: 46, lr: 7.92e-04
2022-08-21 18:22:38,810 INFO [train.py:927] (5/8) Epoch 3, batch 17400, giga_loss[loss=0.269, simple_loss=0.3396, pruned_loss=0.09922, over 12401.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04039, over 105.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3393, pruned_loss=0.1036, over 2475883.16 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07898, over 22931.29 utterances.], libri_tot_loss[loss=0.2733, simple_loss=0.3399, pruned_loss=0.1034, over 2467962.65 frames. utt_duration=1236 frames, utt_pad_proportion=0.06069, over 7995.86 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3388, pruned_loss=0.1035, over 2476200.45 frames. utt_duration=408.8 frames, utt_pad_proportion=0.07903, over 24318.87 utterances.], batch size: 105, lr: 7.92e-04
2022-08-21 18:24:23,051 INFO [train.py:927] (5/8) Epoch 3, batch 17450, giga_loss[loss=0.2198, simple_loss=0.3043, pruned_loss=0.06764, over 12353.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04195, over 113.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3368, pruned_loss=0.1003, over 2475676.90 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07768, over 22883.90 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3404, pruned_loss=0.1037, over 2468075.90 frames. utt_duration=1227 frames, utt_pad_proportion=0.06328, over 8056.83 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3359, pruned_loss=0.09971, over 2476043.94 frames. utt_duration=408 frames, utt_pad_proportion=0.07725, over 24362.82 utterances.], batch size: 113, lr: 7.92e-04
2022-08-21 18:26:07,277 INFO [train.py:927] (5/8) Epoch 3, batch 17500, giga_loss[loss=0.2428, simple_loss=0.3232, pruned_loss=0.08117, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.02939, over 39.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3349, pruned_loss=0.09617, over 2475733.78 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07096, over 22559.95 utterances.], libri_tot_loss[loss=0.2739, simple_loss=0.3404, pruned_loss=0.1037, over 2468126.63 frames. utt_duration=1228 frames, utt_pad_proportion=0.06264, over 8051.96 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3341, pruned_loss=0.09568, over 2476076.09 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07121, over 23928.58 utterances.], batch size: 39, lr: 7.91e-04
2022-08-21 18:27:49,640 INFO [train.py:927] (5/8) Epoch 3, batch 17550, giga_loss[loss=0.2716, simple_loss=0.3442, pruned_loss=0.09956, over 12411.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05782, over 182.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3335, pruned_loss=0.09433, over 2475945.45 frames. utt_duration=434.3 frames, utt_pad_proportion=0.068, over 22880.83 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3397, pruned_loss=0.1032, over 2467991.73 frames. utt_duration=1233 frames, utt_pad_proportion=0.06168, over 8017.92 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3334, pruned_loss=0.0942, over 2476510.55 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06866, over 24317.48 utterances.], batch size: 182, lr: 7.91e-04
2022-08-21 18:29:34,364 INFO [train.py:927] (5/8) Epoch 3, batch 17600, giga_loss[loss=0.2225, simple_loss=0.305, pruned_loss=0.07004, over 12334.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03309, over 51.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3304, pruned_loss=0.09182, over 2476565.94 frames. utt_duration=412 frames, utt_pad_proportion=0.07308, over 24131.22 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.34, pruned_loss=0.1031, over 2468406.11 frames. utt_duration=1224 frames, utt_pad_proportion=0.06513, over 8075.75 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3299, pruned_loss=0.09162, over 2476801.45 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07229, over 25484.65 utterances.], batch size: 51, lr: 7.91e-04
2022-08-21 18:31:17,493 INFO [train.py:927] (5/8) Epoch 3, batch 17650, giga_loss[loss=0.2166, simple_loss=0.3053, pruned_loss=0.06394, over 12441.00 frames. utt_duration=906.4 frames, utt_pad_proportion=0.03057, over 55.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3282, pruned_loss=0.08955, over 2476270.92 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06916, over 23759.48 utterances.], libri_tot_loss[loss=0.2722, simple_loss=0.3392, pruned_loss=0.1026, over 2468282.03 frames. utt_duration=1229 frames, utt_pad_proportion=0.06364, over 8040.58 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3282, pruned_loss=0.08943, over 2476800.37 frames. utt_duration=392 frames, utt_pad_proportion=0.06921, over 25366.84 utterances.], batch size: 55, lr: 7.91e-04
2022-08-21 18:33:00,541 INFO [train.py:927] (5/8) Epoch 3, batch 17700, giga_loss[loss=0.1911, simple_loss=0.2853, pruned_loss=0.04851, over 12381.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02738, over 66.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3242, pruned_loss=0.08606, over 2475911.18 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06702, over 23204.53 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3384, pruned_loss=0.1023, over 2468202.47 frames. utt_duration=1232 frames, utt_pad_proportion=0.06272, over 8020.50 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3246, pruned_loss=0.08591, over 2476631.35 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06747, over 24932.04 utterances.], batch size: 66, lr: 7.90e-04
2022-08-21 18:34:44,675 INFO [train.py:927] (5/8) Epoch 3, batch 17750, giga_loss[loss=0.2065, simple_loss=0.2976, pruned_loss=0.05768, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03315, over 75.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.32, pruned_loss=0.08359, over 2476258.67 frames. utt_duration=431.2 frames, utt_pad_proportion=0.06655, over 23050.22 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3374, pruned_loss=0.1018, over 2468290.91 frames. utt_duration=1238 frames, utt_pad_proportion=0.06121, over 7982.20 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3206, pruned_loss=0.08328, over 2477027.49 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06745, over 25032.07 utterances.], batch size: 75, lr: 7.90e-04
2022-08-21 18:36:30,449 INFO [train.py:927] (5/8) Epoch 3, batch 17800, giga_loss[loss=0.2278, simple_loss=0.3089, pruned_loss=0.07338, over 12368.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06089, over 182.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3185, pruned_loss=0.08295, over 2477041.97 frames. utt_duration=429.5 frames, utt_pad_proportion=0.06666, over 23145.05 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.337, pruned_loss=0.1016, over 2468600.02 frames. utt_duration=1237 frames, utt_pad_proportion=0.06036, over 7989.65 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3187, pruned_loss=0.08219, over 2477687.93 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06771, over 25284.88 utterances.], batch size: 182, lr: 7.90e-04
2022-08-21 18:38:29,878 INFO [train.py:927] (5/8) Epoch 3, batch 17850, giga_loss[loss=0.2131, simple_loss=0.2997, pruned_loss=0.0633, over 12341.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03394, over 51.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.32, pruned_loss=0.08279, over 2476230.38 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06596, over 23572.40 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3372, pruned_loss=0.1018, over 2468322.82 frames. utt_duration=1242 frames, utt_pad_proportion=0.05947, over 7962.09 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3196, pruned_loss=0.08169, over 2477149.88 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06713, over 25581.40 utterances.], batch size: 51, lr: 7.89e-04
2022-08-21 18:40:36,386 INFO [train.py:927] (5/8) Epoch 3, batch 17900, giga_loss[loss=0.2248, simple_loss=0.3035, pruned_loss=0.07306, over 12370.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3191, pruned_loss=0.08237, over 2476295.49 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06592, over 23518.14 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3369, pruned_loss=0.1015, over 2467884.13 frames. utt_duration=1246 frames, utt_pad_proportion=0.05814, over 7934.54 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3186, pruned_loss=0.08125, over 2477645.72 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06731, over 25583.66 utterances.], batch size: 91, lr: 7.89e-04
2022-08-21 18:42:37,049 INFO [train.py:927] (5/8) Epoch 3, batch 17950, giga_loss[loss=0.231, simple_loss=0.3105, pruned_loss=0.07574, over 12385.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03087, over 97.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3173, pruned_loss=0.08089, over 2477223.10 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06701, over 24055.17 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3366, pruned_loss=0.1015, over 2468327.76 frames. utt_duration=1253 frames, utt_pad_proportion=0.05704, over 7892.10 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3166, pruned_loss=0.07937, over 2478145.63 frames. utt_duration=379.5 frames, utt_pad_proportion=0.0684, over 26214.61 utterances.], batch size: 97, lr: 7.89e-04
2022-08-21 18:44:46,474 INFO [train.py:927] (5/8) Epoch 3, batch 18000, giga_loss[loss=0.2318, simple_loss=0.3086, pruned_loss=0.07748, over 12368.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3144, pruned_loss=0.07932, over 2477513.42 frames. utt_duration=425.6 frames, utt_pad_proportion=0.06465, over 23358.42 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3366, pruned_loss=0.1014, over 2468618.51 frames. utt_duration=1256 frames, utt_pad_proportion=0.05616, over 7872.43 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3134, pruned_loss=0.07785, over 2478128.44 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06625, over 25379.95 utterances.], batch size: 91, lr: 7.89e-04
2022-08-21 18:44:46,474 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 18:45:00,443 INFO [train.py:967] (5/8) 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 18:46:58,004 INFO [train.py:927] (5/8) Epoch 3, batch 18050, giga_loss[loss=0.2327, simple_loss=0.32, pruned_loss=0.0727, over 12439.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04885, over 162.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3137, pruned_loss=0.07844, over 2478000.89 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06439, over 23669.57 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3364, pruned_loss=0.101, over 2468626.37 frames. utt_duration=1258 frames, utt_pad_proportion=0.05552, over 7856.43 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3128, pruned_loss=0.07725, over 2478603.69 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06587, over 25494.30 utterances.], batch size: 162, lr: 7.88e-04
2022-08-21 18:49:10,553 INFO [train.py:927] (5/8) Epoch 3, batch 18100, giga_loss[loss=0.2125, simple_loss=0.2959, pruned_loss=0.06456, over 12338.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03155, over 70.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3146, pruned_loss=0.07885, over 2478257.82 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06492, over 23837.92 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3353, pruned_loss=0.1005, over 2468804.03 frames. utt_duration=1266 frames, utt_pad_proportion=0.05416, over 7807.31 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3142, pruned_loss=0.07764, over 2478898.66 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06652, over 25857.23 utterances.], batch size: 70, lr: 7.88e-04
2022-08-21 18:51:16,260 INFO [train.py:927] (5/8) Epoch 3, batch 18150, giga_loss[loss=0.2146, simple_loss=0.3067, pruned_loss=0.06121, over 12339.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.0301, over 62.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3139, pruned_loss=0.07854, over 2477698.87 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06362, over 23977.15 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.3346, pruned_loss=0.1003, over 2468342.21 frames. utt_duration=1271 frames, utt_pad_proportion=0.05344, over 7774.42 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3137, pruned_loss=0.07744, over 2478757.82 frames. utt_duration=384.4 frames, utt_pad_proportion=0.0652, over 25878.05 utterances.], batch size: 62, lr: 7.88e-04
2022-08-21 18:53:21,205 INFO [train.py:927] (5/8) Epoch 3, batch 18200, giga_loss[loss=0.2598, simple_loss=0.3479, pruned_loss=0.08585, over 12376.00 frames. utt_duration=410.2 frames, utt_pad_proportion=0.02572, over 121.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3166, pruned_loss=0.07733, over 2478776.04 frames. utt_duration=398.7 frames, utt_pad_proportion=0.0644, over 24945.43 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3356, pruned_loss=0.1002, over 2468495.56 frames. utt_duration=1268 frames, utt_pad_proportion=0.0539, over 7796.70 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3155, pruned_loss=0.07631, over 2479557.37 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06547, over 26561.57 utterances.], batch size: 121, lr: 7.87e-04
2022-08-21 18:55:26,959 INFO [train.py:927] (5/8) Epoch 3, batch 18250, libri_loss[loss=0.2686, simple_loss=0.3262, pruned_loss=0.1056, over 12453.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006477, over 32.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3166, pruned_loss=0.07647, over 2478554.80 frames. utt_duration=399.7 frames, utt_pad_proportion=0.0656, over 24882.08 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3355, pruned_loss=0.1001, over 2468614.86 frames. utt_duration=1275 frames, utt_pad_proportion=0.05285, over 7756.31 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3153, pruned_loss=0.07508, over 2479348.48 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06678, over 26715.09 utterances.], batch size: 32, lr: 7.87e-04
2022-08-21 18:57:31,077 INFO [train.py:927] (5/8) Epoch 3, batch 18300, giga_loss[loss=0.2571, simple_loss=0.3309, pruned_loss=0.09165, over 12440.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03781, over 133.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3154, pruned_loss=0.07605, over 2477720.77 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06218, over 23504.43 utterances.], libri_tot_loss[loss=0.2672, simple_loss=0.3347, pruned_loss=0.0998, over 2468296.59 frames. utt_duration=1282 frames, utt_pad_proportion=0.05134, over 7711.66 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3144, pruned_loss=0.07437, over 2478988.83 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06394, over 25619.01 utterances.], batch size: 133, lr: 7.87e-04
2022-08-21 19:00:00,254 INFO [train.py:927] (5/8) Epoch 3, batch 18350, giga_loss[loss=0.2588, simple_loss=0.3278, pruned_loss=0.09486, over 12432.00 frames. utt_duration=233.5 frames, utt_pad_proportion=0.08087, over 214.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3161, pruned_loss=0.07742, over 2478502.24 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06499, over 23762.47 utterances.], libri_tot_loss[loss=0.2672, simple_loss=0.3347, pruned_loss=0.09991, over 2468889.83 frames. utt_duration=1265 frames, utt_pad_proportion=0.05523, over 7817.72 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3146, pruned_loss=0.07517, over 2479340.09 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06534, over 25911.32 utterances.], batch size: 214, lr: 7.87e-04
2022-08-21 19:02:06,289 INFO [train.py:927] (5/8) Epoch 3, batch 18400, giga_loss[loss=0.2251, simple_loss=0.3057, pruned_loss=0.07225, over 12391.00 frames. utt_duration=473.3 frames, utt_pad_proportion=0.03417, over 105.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.313, pruned_loss=0.07543, over 2478755.43 frames. utt_duration=435.8 frames, utt_pad_proportion=0.06121, over 22813.70 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.3347, pruned_loss=0.09967, over 2468940.97 frames. utt_duration=1264 frames, utt_pad_proportion=0.05528, over 7824.42 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3114, pruned_loss=0.07331, over 2479592.86 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06183, over 24863.56 utterances.], batch size: 105, lr: 7.86e-04
2022-08-21 19:04:08,128 INFO [train.py:927] (5/8) Epoch 3, batch 18450, giga_loss[loss=0.2713, simple_loss=0.35, pruned_loss=0.09628, over 12435.00 frames. utt_duration=308 frames, utt_pad_proportion=0.04954, over 162.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3115, pruned_loss=0.07546, over 2478203.65 frames. utt_duration=446.1 frames, utt_pad_proportion=0.06122, over 22282.21 utterances.], libri_tot_loss[loss=0.266, simple_loss=0.3335, pruned_loss=0.09924, over 2468971.65 frames. utt_duration=1273 frames, utt_pad_proportion=0.05332, over 7767.03 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3102, pruned_loss=0.07297, over 2479332.64 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06231, over 24715.20 utterances.], batch size: 162, lr: 7.86e-04
2022-08-21 19:06:11,822 INFO [train.py:927] (5/8) Epoch 3, batch 18500, giga_loss[loss=0.227, simple_loss=0.3071, pruned_loss=0.07346, over 12375.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06836, over 212.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3129, pruned_loss=0.07631, over 2478532.61 frames. utt_duration=432.8 frames, utt_pad_proportion=0.05978, over 22969.41 utterances.], libri_tot_loss[loss=0.266, simple_loss=0.3335, pruned_loss=0.09927, over 2469033.79 frames. utt_duration=1272 frames, utt_pad_proportion=0.05322, over 7774.19 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3118, pruned_loss=0.07423, over 2479403.04 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06077, over 24936.87 utterances.], batch size: 212, lr: 7.86e-04
2022-08-21 19:08:20,309 INFO [train.py:927] (5/8) Epoch 3, batch 18550, giga_loss[loss=0.2095, simple_loss=0.2806, pruned_loss=0.06914, over 12378.00 frames. utt_duration=139.9 frames, utt_pad_proportion=0.1768, over 357.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3125, pruned_loss=0.07695, over 2478480.80 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06286, over 23720.20 utterances.], libri_tot_loss[loss=0.2661, simple_loss=0.3336, pruned_loss=0.09928, over 2468810.78 frames. utt_duration=1273 frames, utt_pad_proportion=0.05281, over 7766.46 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3113, pruned_loss=0.07508, over 2479461.15 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06357, over 25418.31 utterances.], batch size: 357, lr: 7.86e-04
2022-08-21 19:10:34,434 INFO [train.py:927] (5/8) Epoch 3, batch 18600, giga_loss[loss=0.246, simple_loss=0.309, pruned_loss=0.09153, over 12421.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09965, over 257.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.315, pruned_loss=0.0781, over 2478542.04 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06558, over 24391.34 utterances.], libri_tot_loss[loss=0.2657, simple_loss=0.3335, pruned_loss=0.09902, over 2468762.02 frames. utt_duration=1271 frames, utt_pad_proportion=0.05328, over 7779.64 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3135, pruned_loss=0.07618, over 2479657.35 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06593, over 26236.66 utterances.], batch size: 257, lr: 7.85e-04
2022-08-21 19:12:51,049 INFO [train.py:927] (5/8) Epoch 3, batch 18650, libri_loss[loss=0.2598, simple_loss=0.3315, pruned_loss=0.094, over 12266.00 frames. utt_duration=963.5 frames, utt_pad_proportion=0.06815, over 51.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3134, pruned_loss=0.07819, over 2478435.81 frames. utt_duration=387.4 frames, utt_pad_proportion=0.07247, over 25670.14 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.3332, pruned_loss=0.09895, over 2468676.85 frames. utt_duration=1272 frames, utt_pad_proportion=0.05289, over 7774.22 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3121, pruned_loss=0.07635, over 2479572.67 frames. utt_duration=362.6 frames, utt_pad_proportion=0.07246, over 27438.18 utterances.], batch size: 51, lr: 7.85e-04
2022-08-21 19:14:53,968 INFO [train.py:927] (5/8) Epoch 3, batch 18700, giga_loss[loss=0.2311, simple_loss=0.3135, pruned_loss=0.07438, over 12463.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.02828, over 105.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3092, pruned_loss=0.07637, over 2478093.80 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07131, over 25136.97 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.3333, pruned_loss=0.0989, over 2468631.51 frames. utt_duration=1273 frames, utt_pad_proportion=0.05265, over 7764.26 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3075, pruned_loss=0.07433, over 2479319.41 frames. utt_duration=367.9 frames, utt_pad_proportion=0.07155, over 27039.60 utterances.], batch size: 105, lr: 7.85e-04
2022-08-21 19:16:47,031 INFO [train.py:927] (5/8) Epoch 3, batch 18750, giga_loss[loss=0.2163, simple_loss=0.2961, pruned_loss=0.06828, over 12412.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06326, over 183.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3098, pruned_loss=0.07646, over 2478336.33 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07104, over 25101.71 utterances.], libri_tot_loss[loss=0.2654, simple_loss=0.3335, pruned_loss=0.09864, over 2468762.65 frames. utt_duration=1275 frames, utt_pad_proportion=0.05156, over 7757.32 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3076, pruned_loss=0.07446, over 2479464.27 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07167, over 27106.69 utterances.], batch size: 183, lr: 7.84e-04
2022-08-21 19:18:49,482 INFO [train.py:927] (5/8) Epoch 3, batch 18800, giga_loss[loss=0.2009, simple_loss=0.277, pruned_loss=0.0624, over 12372.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09586, over 255.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3071, pruned_loss=0.07428, over 2477648.53 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07016, over 24530.19 utterances.], libri_tot_loss[loss=0.2646, simple_loss=0.3327, pruned_loss=0.09824, over 2468222.68 frames. utt_duration=1281 frames, utt_pad_proportion=0.05087, over 7716.89 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3055, pruned_loss=0.07252, over 2479219.88 frames. utt_duration=374.9 frames, utt_pad_proportion=0.07098, over 26534.00 utterances.], batch size: 255, lr: 7.84e-04
2022-08-21 19:21:02,369 INFO [train.py:927] (5/8) Epoch 3, batch 18850, giga_loss[loss=0.2374, simple_loss=0.323, pruned_loss=0.07594, over 12436.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03376, over 86.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3045, pruned_loss=0.07333, over 2476874.78 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07034, over 24127.87 utterances.], libri_tot_loss[loss=0.2638, simple_loss=0.3317, pruned_loss=0.09794, over 2468122.80 frames. utt_duration=1288 frames, utt_pad_proportion=0.05004, over 7671.93 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3034, pruned_loss=0.07156, over 2478489.25 frames. utt_duration=379.1 frames, utt_pad_proportion=0.07137, over 26233.75 utterances.], batch size: 86, lr: 7.84e-04
2022-08-21 19:23:12,449 INFO [train.py:927] (5/8) Epoch 3, batch 18900, giga_loss[loss=0.2219, simple_loss=0.3017, pruned_loss=0.07105, over 12412.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05529, over 182.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3048, pruned_loss=0.07321, over 2477398.04 frames. utt_duration=407 frames, utt_pad_proportion=0.07226, over 24417.43 utterances.], libri_tot_loss[loss=0.264, simple_loss=0.3319, pruned_loss=0.09809, over 2468400.52 frames. utt_duration=1277 frames, utt_pad_proportion=0.05335, over 7739.81 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3032, pruned_loss=0.07111, over 2478636.03 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07219, over 26399.22 utterances.], batch size: 182, lr: 7.84e-04
2022-08-21 19:25:11,596 INFO [train.py:927] (5/8) Epoch 3, batch 18950, giga_loss[loss=0.2087, simple_loss=0.2967, pruned_loss=0.06034, over 12417.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.04968, over 147.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3058, pruned_loss=0.07323, over 2477664.44 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07036, over 24784.18 utterances.], libri_tot_loss[loss=0.2645, simple_loss=0.333, pruned_loss=0.09798, over 2468488.04 frames. utt_duration=1274 frames, utt_pad_proportion=0.05348, over 7760.89 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.303, pruned_loss=0.07122, over 2478733.35 frames. utt_duration=373.5 frames, utt_pad_proportion=0.07049, over 26633.10 utterances.], batch size: 147, lr: 7.83e-04
2022-08-21 19:27:13,205 INFO [train.py:927] (5/8) Epoch 3, batch 19000, giga_loss[loss=0.3144, simple_loss=0.3608, pruned_loss=0.134, over 12410.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09672, over 256.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3084, pruned_loss=0.0734, over 2477791.68 frames. utt_duration=396.3 frames, utt_pad_proportion=0.07215, over 25087.67 utterances.], libri_tot_loss[loss=0.2646, simple_loss=0.3333, pruned_loss=0.09801, over 2468382.32 frames. utt_duration=1275 frames, utt_pad_proportion=0.05288, over 7752.53 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3056, pruned_loss=0.07146, over 2478833.11 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07234, over 26772.17 utterances.], batch size: 256, lr: 7.83e-04
2022-08-21 19:29:13,459 INFO [train.py:927] (5/8) Epoch 3, batch 19050, libri_loss[loss=0.2877, simple_loss=0.3461, pruned_loss=0.1147, over 12354.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.1425, over 66.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.309, pruned_loss=0.07386, over 2477751.52 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07183, over 25448.25 utterances.], libri_tot_loss[loss=0.2647, simple_loss=0.3331, pruned_loss=0.09811, over 2468335.46 frames. utt_duration=1273 frames, utt_pad_proportion=0.05306, over 7763.65 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3065, pruned_loss=0.07176, over 2478784.91 frames. utt_duration=367 frames, utt_pad_proportion=0.07205, over 27106.69 utterances.], batch size: 66, lr: 7.83e-04
2022-08-21 19:31:15,818 INFO [train.py:927] (5/8) Epoch 3, batch 19100, giga_loss[loss=0.1908, simple_loss=0.2782, pruned_loss=0.05173, over 12380.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02795, over 91.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3068, pruned_loss=0.07266, over 2477703.35 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06994, over 25584.53 utterances.], libri_tot_loss[loss=0.264, simple_loss=0.3325, pruned_loss=0.09776, over 2468194.12 frames. utt_duration=1276 frames, utt_pad_proportion=0.05227, over 7743.54 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3049, pruned_loss=0.07089, over 2478823.57 frames. utt_duration=365.3 frames, utt_pad_proportion=0.07051, over 27229.24 utterances.], batch size: 91, lr: 7.83e-04
2022-08-21 19:33:18,619 INFO [train.py:927] (5/8) Epoch 3, batch 19150, giga_loss[loss=0.1977, simple_loss=0.2804, pruned_loss=0.05754, over 12328.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03383, over 51.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3058, pruned_loss=0.07338, over 2476538.13 frames. utt_duration=393.6 frames, utt_pad_proportion=0.07217, over 25244.66 utterances.], libri_tot_loss[loss=0.2646, simple_loss=0.3326, pruned_loss=0.09828, over 2467800.76 frames. utt_duration=1279 frames, utt_pad_proportion=0.05118, over 7726.57 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3034, pruned_loss=0.07069, over 2478117.34 frames. utt_duration=366 frames, utt_pad_proportion=0.07294, over 27169.02 utterances.], batch size: 51, lr: 7.82e-04
2022-08-21 19:35:28,594 INFO [train.py:927] (5/8) Epoch 3, batch 19200, giga_loss[loss=0.2201, simple_loss=0.3028, pruned_loss=0.06876, over 12425.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04278, over 146.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.307, pruned_loss=0.0734, over 2476823.88 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07118, over 24997.94 utterances.], libri_tot_loss[loss=0.2646, simple_loss=0.3328, pruned_loss=0.09822, over 2467734.59 frames. utt_duration=1282 frames, utt_pad_proportion=0.05061, over 7709.72 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3046, pruned_loss=0.07102, over 2478268.95 frames. utt_duration=371.5 frames, utt_pad_proportion=0.07207, over 26772.76 utterances.], batch size: 146, lr: 7.82e-04
2022-08-21 19:37:32,833 INFO [train.py:927] (5/8) Epoch 3, batch 19250, giga_loss[loss=0.2866, simple_loss=0.335, pruned_loss=0.1191, over 12377.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1812, over 359.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3081, pruned_loss=0.07475, over 2476102.30 frames. utt_duration=402.6 frames, utt_pad_proportion=0.07168, over 24675.72 utterances.], libri_tot_loss[loss=0.2639, simple_loss=0.332, pruned_loss=0.09791, over 2467235.21 frames. utt_duration=1288 frames, utt_pad_proportion=0.04924, over 7669.07 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.306, pruned_loss=0.07224, over 2478031.03 frames. utt_duration=371.4 frames, utt_pad_proportion=0.0729, over 26772.68 utterances.], batch size: 359, lr: 7.82e-04
2022-08-21 19:39:34,619 INFO [train.py:927] (5/8) Epoch 3, batch 19300, giga_loss[loss=0.2157, simple_loss=0.308, pruned_loss=0.06169, over 12415.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02301, over 48.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3122, pruned_loss=0.07657, over 2476867.71 frames. utt_duration=399 frames, utt_pad_proportion=0.07446, over 24908.86 utterances.], libri_tot_loss[loss=0.2647, simple_loss=0.3325, pruned_loss=0.09846, over 2467465.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.05882, over 7851.33 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3095, pruned_loss=0.07341, over 2478455.25 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07288, over 26899.02 utterances.], batch size: 48, lr: 7.81e-04
2022-08-21 19:41:55,551 INFO [train.py:927] (5/8) Epoch 3, batch 19350, giga_loss[loss=0.2266, simple_loss=0.2864, pruned_loss=0.08345, over 12374.00 frames. utt_duration=141.3 frames, utt_pad_proportion=0.1687, over 353.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3101, pruned_loss=0.07508, over 2477164.70 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07692, over 25206.90 utterances.], libri_tot_loss[loss=0.2648, simple_loss=0.3326, pruned_loss=0.09851, over 2467499.77 frames. utt_duration=1260 frames, utt_pad_proportion=0.05835, over 7843.83 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3076, pruned_loss=0.07234, over 2478471.57 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07572, over 26944.90 utterances.], batch size: 353, lr: 7.81e-04
2022-08-21 19:43:54,191 INFO [train.py:927] (5/8) Epoch 3, batch 19400, libri_loss[loss=0.2487, simple_loss=0.3116, pruned_loss=0.09286, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005989, over 31.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3095, pruned_loss=0.07546, over 2476945.52 frames. utt_duration=383.9 frames, utt_pad_proportion=0.07921, over 25890.05 utterances.], libri_tot_loss[loss=0.2651, simple_loss=0.3326, pruned_loss=0.09883, over 2467332.00 frames. utt_duration=1261 frames, utt_pad_proportion=0.05787, over 7838.65 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3069, pruned_loss=0.07234, over 2478403.87 frames. utt_duration=358.2 frames, utt_pad_proportion=0.07839, over 27768.31 utterances.], batch size: 31, lr: 7.81e-04
2022-08-21 19:46:00,415 INFO [train.py:927] (5/8) Epoch 3, batch 19450, giga_loss[loss=0.2342, simple_loss=0.3124, pruned_loss=0.07797, over 12382.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07529, over 212.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3091, pruned_loss=0.07649, over 2477148.34 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07894, over 25350.79 utterances.], libri_tot_loss[loss=0.2655, simple_loss=0.3327, pruned_loss=0.09918, over 2467698.55 frames. utt_duration=1241 frames, utt_pad_proportion=0.06537, over 7963.07 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3063, pruned_loss=0.07298, over 2478317.46 frames. utt_duration=364.2 frames, utt_pad_proportion=0.07665, over 27308.19 utterances.], batch size: 212, lr: 7.81e-04
2022-08-21 19:48:06,350 INFO [train.py:927] (5/8) Epoch 3, batch 19500, giga_loss[loss=0.2198, simple_loss=0.3084, pruned_loss=0.06556, over 12213.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03108, over 45.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3082, pruned_loss=0.07485, over 2476607.01 frames. utt_duration=394.6 frames, utt_pad_proportion=0.07707, over 25184.81 utterances.], libri_tot_loss[loss=0.2653, simple_loss=0.3325, pruned_loss=0.09904, over 2467331.37 frames. utt_duration=1244 frames, utt_pad_proportion=0.06463, over 7944.68 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3058, pruned_loss=0.07192, over 2477959.72 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07557, over 26963.44 utterances.], batch size: 45, lr: 7.80e-04
2022-08-21 19:49:59,049 INFO [train.py:927] (5/8) Epoch 3, batch 19550, giga_loss[loss=0.2217, simple_loss=0.3083, pruned_loss=0.06757, over 12388.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05281, over 161.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3098, pruned_loss=0.07393, over 2477663.79 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07273, over 24518.82 utterances.], libri_tot_loss[loss=0.2655, simple_loss=0.3328, pruned_loss=0.09912, over 2467563.12 frames. utt_duration=1248 frames, utt_pad_proportion=0.06367, over 7915.35 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3072, pruned_loss=0.071, over 2478738.14 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07211, over 26338.46 utterances.], batch size: 161, lr: 7.80e-04
2022-08-21 19:52:09,572 INFO [train.py:927] (5/8) Epoch 3, batch 19600, giga_loss[loss=0.2034, simple_loss=0.2766, pruned_loss=0.06515, over 12378.00 frames. utt_duration=141.4 frames, utt_pad_proportion=0.168, over 353.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3096, pruned_loss=0.07366, over 2477659.57 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07365, over 24414.24 utterances.], libri_tot_loss[loss=0.2649, simple_loss=0.3323, pruned_loss=0.0988, over 2467656.24 frames. utt_duration=1245 frames, utt_pad_proportion=0.06389, over 7939.63 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3073, pruned_loss=0.07089, over 2478714.31 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07307, over 26301.47 utterances.], batch size: 353, lr: 7.80e-04
2022-08-21 19:54:19,859 INFO [train.py:927] (5/8) Epoch 3, batch 19650, giga_loss[loss=0.2289, simple_loss=0.3147, pruned_loss=0.0715, over 12398.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03005, over 122.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3098, pruned_loss=0.07402, over 2477611.77 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07282, over 24659.53 utterances.], libri_tot_loss[loss=0.2649, simple_loss=0.3319, pruned_loss=0.0989, over 2467745.11 frames. utt_duration=1239 frames, utt_pad_proportion=0.06615, over 7975.98 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3076, pruned_loss=0.07104, over 2478622.07 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07181, over 26547.48 utterances.], batch size: 122, lr: 7.80e-04
2022-08-21 19:56:25,892 INFO [train.py:927] (5/8) Epoch 3, batch 19700, giga_loss[loss=0.2337, simple_loss=0.2942, pruned_loss=0.08661, over 12370.00 frames. utt_duration=141.3 frames, utt_pad_proportion=0.1687, over 353.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3101, pruned_loss=0.07423, over 2477473.05 frames. utt_duration=398.3 frames, utt_pad_proportion=0.0736, over 24955.12 utterances.], libri_tot_loss[loss=0.2643, simple_loss=0.3313, pruned_loss=0.09867, over 2467794.45 frames. utt_duration=1247 frames, utt_pad_proportion=0.06448, over 7927.99 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.308, pruned_loss=0.0709, over 2478694.90 frames. utt_duration=364.2 frames, utt_pad_proportion=0.07325, over 27310.50 utterances.], batch size: 353, lr: 7.79e-04
2022-08-21 19:58:48,415 INFO [train.py:927] (5/8) Epoch 3, batch 19750, giga_loss[loss=0.2651, simple_loss=0.3382, pruned_loss=0.09596, over 12414.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.0514, over 161.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3117, pruned_loss=0.07414, over 2477539.61 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07102, over 24826.80 utterances.], libri_tot_loss[loss=0.2645, simple_loss=0.3314, pruned_loss=0.09874, over 2467902.48 frames. utt_duration=1247 frames, utt_pad_proportion=0.06422, over 7923.35 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3098, pruned_loss=0.07138, over 2478446.22 frames. utt_duration=371.9 frames, utt_pad_proportion=0.071, over 26743.55 utterances.], batch size: 161, lr: 7.79e-04
2022-08-21 20:01:12,101 INFO [train.py:927] (5/8) Epoch 3, batch 19800, libri_loss[loss=0.2594, simple_loss=0.3084, pruned_loss=0.1052, over 12402.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007894, over 30.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.311, pruned_loss=0.07343, over 2477308.23 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06986, over 24500.39 utterances.], libri_tot_loss[loss=0.2643, simple_loss=0.3318, pruned_loss=0.09839, over 2467956.67 frames. utt_duration=1253 frames, utt_pad_proportion=0.0635, over 7888.13 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3088, pruned_loss=0.07109, over 2478141.93 frames. utt_duration=377.3 frames, utt_pad_proportion=0.07014, over 26350.89 utterances.], batch size: 30, lr: 7.79e-04
2022-08-21 20:03:15,276 INFO [train.py:927] (5/8) Epoch 3, batch 19850, giga_loss[loss=0.1929, simple_loss=0.2735, pruned_loss=0.05613, over 12357.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.0396, over 34.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3101, pruned_loss=0.07273, over 2477274.93 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07066, over 24392.31 utterances.], libri_tot_loss[loss=0.2646, simple_loss=0.3317, pruned_loss=0.09868, over 2467823.90 frames. utt_duration=1246 frames, utt_pad_proportion=0.06586, over 7930.95 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3079, pruned_loss=0.07, over 2478266.30 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07025, over 26198.87 utterances.], batch size: 34, lr: 7.79e-04
2022-08-21 20:05:10,648 INFO [train.py:927] (5/8) Epoch 3, batch 19900, giga_loss[loss=0.1926, simple_loss=0.2903, pruned_loss=0.04747, over 12376.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02808, over 70.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3124, pruned_loss=0.07427, over 2477520.99 frames. utt_duration=414 frames, utt_pad_proportion=0.06875, over 24005.14 utterances.], libri_tot_loss[loss=0.2645, simple_loss=0.3315, pruned_loss=0.09878, over 2467827.77 frames. utt_duration=1248 frames, utt_pad_proportion=0.06461, over 7920.76 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.31, pruned_loss=0.07093, over 2478723.91 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06897, over 26178.38 utterances.], batch size: 70, lr: 7.78e-04
2022-08-21 20:07:04,410 INFO [train.py:927] (5/8) Epoch 3, batch 19950, giga_loss[loss=0.2508, simple_loss=0.3122, pruned_loss=0.09471, over 12423.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06874, over 212.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3119, pruned_loss=0.07464, over 2477877.14 frames. utt_duration=418.4 frames, utt_pad_proportion=0.0681, over 23754.44 utterances.], libri_tot_loss[loss=0.265, simple_loss=0.3318, pruned_loss=0.09904, over 2468252.76 frames. utt_duration=1226 frames, utt_pad_proportion=0.07167, over 8064.63 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3092, pruned_loss=0.07107, over 2478719.66 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06649, over 25814.48 utterances.], batch size: 212, lr: 7.78e-04
2022-08-21 20:08:58,949 INFO [train.py:927] (5/8) Epoch 3, batch 20000, giga_loss[loss=0.304, simple_loss=0.3513, pruned_loss=0.1284, over 12405.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09713, over 256.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3138, pruned_loss=0.07667, over 2477630.00 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06689, over 24052.24 utterances.], libri_tot_loss[loss=0.2651, simple_loss=0.3318, pruned_loss=0.09919, over 2468066.75 frames. utt_duration=1225 frames, utt_pad_proportion=0.0709, over 8067.80 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3111, pruned_loss=0.07304, over 2478731.93 frames. utt_duration=380.6 frames, utt_pad_proportion=0.0659, over 26132.14 utterances.], batch size: 256, lr: 7.78e-04
2022-08-21 20:10:43,325 INFO [train.py:927] (5/8) Epoch 3, batch 20050, giga_loss[loss=0.256, simple_loss=0.3438, pruned_loss=0.08414, over 12470.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03687, over 37.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3225, pruned_loss=0.08144, over 2477546.19 frames. utt_duration=433 frames, utt_pad_proportion=0.0683, over 22955.34 utterances.], libri_tot_loss[loss=0.2653, simple_loss=0.3322, pruned_loss=0.09918, over 2468283.23 frames. utt_duration=1225 frames, utt_pad_proportion=0.07012, over 8069.77 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3199, pruned_loss=0.07831, over 2478343.90 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06763, over 24816.98 utterances.], batch size: 37, lr: 7.77e-04
2022-08-21 20:12:28,578 INFO [train.py:927] (5/8) Epoch 3, batch 20100, giga_loss[loss=0.2139, simple_loss=0.2904, pruned_loss=0.06872, over 12370.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.03055, over 85.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3246, pruned_loss=0.0835, over 2476565.60 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07404, over 22605.98 utterances.], libri_tot_loss[loss=0.2668, simple_loss=0.3343, pruned_loss=0.09962, over 2468397.10 frames. utt_duration=1202 frames, utt_pad_proportion=0.07753, over 8225.32 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3204, pruned_loss=0.08005, over 2477392.65 frames. utt_duration=407 frames, utt_pad_proportion=0.0707, over 24421.50 utterances.], batch size: 85, lr: 7.77e-04
2022-08-21 20:14:11,834 INFO [train.py:927] (5/8) Epoch 3, batch 20150, libri_loss[loss=0.2334, simple_loss=0.304, pruned_loss=0.08142, over 12232.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005724, over 34.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3181, pruned_loss=0.08189, over 2475279.12 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07453, over 21884.84 utterances.], libri_tot_loss[loss=0.2666, simple_loss=0.3339, pruned_loss=0.09961, over 2468354.33 frames. utt_duration=1186 frames, utt_pad_proportion=0.08443, over 8338.36 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3147, pruned_loss=0.07869, over 2476210.93 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06963, over 23631.32 utterances.], batch size: 34, lr: 7.77e-04
2022-08-21 20:15:54,678 INFO [train.py:927] (5/8) Epoch 3, batch 20200, giga_loss[loss=0.19, simple_loss=0.2659, pruned_loss=0.05705, over 12364.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03605, over 122.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3091, pruned_loss=0.0788, over 2474125.60 frames. utt_duration=456 frames, utt_pad_proportion=0.0773, over 21770.35 utterances.], libri_tot_loss[loss=0.266, simple_loss=0.3333, pruned_loss=0.09935, over 2468057.54 frames. utt_duration=1192 frames, utt_pad_proportion=0.08351, over 8293.95 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3066, pruned_loss=0.07615, over 2475260.66 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07347, over 23443.06 utterances.], batch size: 122, lr: 7.77e-04
2022-08-21 20:17:36,967 INFO [train.py:927] (5/8) Epoch 3, batch 20250, libri_loss[loss=0.2876, simple_loss=0.3524, pruned_loss=0.1114, over 12294.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006739, over 35.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3025, pruned_loss=0.07609, over 2472874.39 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07141, over 20301.44 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.333, pruned_loss=0.09908, over 2467645.59 frames. utt_duration=1200 frames, utt_pad_proportion=0.08102, over 8235.25 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.2998, pruned_loss=0.07339, over 2474353.27 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0693, over 22175.23 utterances.], batch size: 35, lr: 7.76e-04
2022-08-21 20:19:19,908 INFO [train.py:927] (5/8) Epoch 3, batch 20300, giga_loss[loss=0.2678, simple_loss=0.3145, pruned_loss=0.1105, over 12370.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09885, over 256.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.298, pruned_loss=0.07421, over 2473108.43 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06681, over 19257.76 utterances.], libri_tot_loss[loss=0.2655, simple_loss=0.3329, pruned_loss=0.09903, over 2468015.74 frames. utt_duration=1203 frames, utt_pad_proportion=0.07875, over 8215.32 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2948, pruned_loss=0.07133, over 2474141.24 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06605, over 21146.00 utterances.], batch size: 256, lr: 7.76e-04
2022-08-21 20:21:05,252 INFO [train.py:927] (5/8) Epoch 3, batch 20350, giga_loss[loss=0.1922, simple_loss=0.2646, pruned_loss=0.05995, over 12413.00 frames. utt_duration=339.4 frames, utt_pad_proportion=0.0493, over 147.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2925, pruned_loss=0.07179, over 2473112.48 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06667, over 18956.67 utterances.], libri_tot_loss[loss=0.2657, simple_loss=0.3331, pruned_loss=0.09912, over 2467894.91 frames. utt_duration=1195 frames, utt_pad_proportion=0.0813, over 8268.79 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2891, pruned_loss=0.06894, over 2474137.60 frames. utt_duration=481.8 frames, utt_pad_proportion=0.06495, over 20600.39 utterances.], batch size: 147, lr: 7.76e-04
2022-08-21 20:22:48,968 INFO [train.py:927] (5/8) Epoch 3, batch 20400, giga_loss[loss=0.205, simple_loss=0.2686, pruned_loss=0.07067, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02844, over 45.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2886, pruned_loss=0.07029, over 2473627.74 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06546, over 18987.61 utterances.], libri_tot_loss[loss=0.266, simple_loss=0.3333, pruned_loss=0.09937, over 2468061.10 frames. utt_duration=1199 frames, utt_pad_proportion=0.07981, over 8244.76 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2846, pruned_loss=0.06706, over 2474462.08 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06456, over 20608.58 utterances.], batch size: 45, lr: 7.76e-04
2022-08-21 20:24:32,970 INFO [train.py:927] (5/8) Epoch 3, batch 20450, giga_loss[loss=0.1773, simple_loss=0.2503, pruned_loss=0.05212, over 12329.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03429, over 58.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2817, pruned_loss=0.06661, over 2474229.06 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06288, over 18521.75 utterances.], libri_tot_loss[loss=0.2663, simple_loss=0.3336, pruned_loss=0.09952, over 2468105.36 frames. utt_duration=1199 frames, utt_pad_proportion=0.07916, over 8244.32 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2779, pruned_loss=0.06368, over 2474894.57 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06249, over 19888.74 utterances.], batch size: 58, lr: 7.75e-04
2022-08-21 20:26:17,678 INFO [train.py:927] (5/8) Epoch 3, batch 20500, giga_loss[loss=0.2519, simple_loss=0.322, pruned_loss=0.09087, over 12465.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03556, over 43.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2831, pruned_loss=0.06775, over 2475151.41 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06254, over 18693.43 utterances.], libri_tot_loss[loss=0.2663, simple_loss=0.3337, pruned_loss=0.09947, over 2468493.12 frames. utt_duration=1201 frames, utt_pad_proportion=0.07784, over 8230.30 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2788, pruned_loss=0.06474, over 2475478.38 frames. utt_duration=496 frames, utt_pad_proportion=0.06258, over 20020.27 utterances.], batch size: 43, lr: 7.75e-04
2022-08-21 20:28:01,239 INFO [train.py:927] (5/8) Epoch 3, batch 20550, giga_loss[loss=0.2691, simple_loss=0.3448, pruned_loss=0.09669, over 12416.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06747, over 211.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.2971, pruned_loss=0.07574, over 2475650.84 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06303, over 18821.81 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.335, pruned_loss=0.1003, over 2468627.14 frames. utt_duration=1192 frames, utt_pad_proportion=0.08059, over 8295.49 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2914, pruned_loss=0.07188, over 2475975.79 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06191, over 20118.58 utterances.], batch size: 211, lr: 7.75e-04
2022-08-21 20:29:44,519 INFO [train.py:927] (5/8) Epoch 3, batch 20600, giga_loss[loss=0.2732, simple_loss=0.3575, pruned_loss=0.09445, over 12418.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05497, over 162.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.305, pruned_loss=0.07884, over 2474081.98 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05966, over 17826.51 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3343, pruned_loss=0.09996, over 2468514.34 frames. utt_duration=1199 frames, utt_pad_proportion=0.079, over 8247.37 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3001, pruned_loss=0.07542, over 2474611.58 frames. utt_duration=517.7 frames, utt_pad_proportion=0.05935, over 19174.21 utterances.], batch size: 162, lr: 7.75e-04
2022-08-21 20:31:28,919 INFO [train.py:927] (5/8) Epoch 3, batch 20650, giga_loss[loss=0.2225, simple_loss=0.3158, pruned_loss=0.06463, over 12461.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03674, over 123.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3095, pruned_loss=0.07998, over 2474660.03 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05697, over 17744.55 utterances.], libri_tot_loss[loss=0.2669, simple_loss=0.3341, pruned_loss=0.09987, over 2468570.51 frames. utt_duration=1204 frames, utt_pad_proportion=0.07721, over 8212.48 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.305, pruned_loss=0.07676, over 2475185.09 frames. utt_duration=519.2 frames, utt_pad_proportion=0.0574, over 19122.83 utterances.], batch size: 123, lr: 7.74e-04
2022-08-21 20:33:12,895 INFO [train.py:927] (5/8) Epoch 3, batch 20700, giga_loss[loss=0.2717, simple_loss=0.3437, pruned_loss=0.09986, over 12381.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02652, over 66.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3137, pruned_loss=0.08258, over 2473635.77 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05512, over 17144.21 utterances.], libri_tot_loss[loss=0.2667, simple_loss=0.334, pruned_loss=0.09977, over 2468476.99 frames. utt_duration=1207 frames, utt_pad_proportion=0.07599, over 8191.37 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3099, pruned_loss=0.07976, over 2474239.95 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05592, over 18415.58 utterances.], batch size: 66, lr: 7.74e-04
2022-08-21 20:34:54,357 INFO [train.py:927] (5/8) Epoch 3, batch 20750, libri_loss[loss=0.2894, simple_loss=0.343, pruned_loss=0.1178, over 12290.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.00658, over 37.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3198, pruned_loss=0.08617, over 2473636.33 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06311, over 17863.66 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3349, pruned_loss=0.1004, over 2468557.11 frames. utt_duration=1193 frames, utt_pad_proportion=0.07946, over 8288.32 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3153, pruned_loss=0.08288, over 2474202.92 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06162, over 19064.56 utterances.], batch size: 37, lr: 7.74e-04
2022-08-21 20:36:34,745 INFO [train.py:927] (5/8) Epoch 3, batch 20800, giga_loss[loss=0.2671, simple_loss=0.3489, pruned_loss=0.09263, over 12360.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.0292, over 70.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3248, pruned_loss=0.08884, over 2473992.70 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06958, over 18703.12 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3352, pruned_loss=0.1006, over 2468546.48 frames. utt_duration=1195 frames, utt_pad_proportion=0.07853, over 8271.07 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3209, pruned_loss=0.08585, over 2474524.26 frames. utt_duration=501.2 frames, utt_pad_proportion=0.0684, over 19806.32 utterances.], batch size: 70, lr: 7.73e-04
2022-08-21 20:38:20,585 INFO [train.py:927] (5/8) Epoch 3, batch 20850, giga_loss[loss=0.228, simple_loss=0.3143, pruned_loss=0.07082, over 12190.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03873, over 28.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3263, pruned_loss=0.08797, over 2473936.62 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06409, over 17610.22 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3352, pruned_loss=0.1007, over 2468379.60 frames. utt_duration=1196 frames, utt_pad_proportion=0.07757, over 8265.81 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3229, pruned_loss=0.08528, over 2474607.08 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06366, over 18673.04 utterances.], batch size: 28, lr: 7.73e-04
2022-08-21 20:40:03,922 INFO [train.py:927] (5/8) Epoch 3, batch 20900, giga_loss[loss=0.232, simple_loss=0.3185, pruned_loss=0.07271, over 12362.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04581, over 26.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3256, pruned_loss=0.08666, over 2474369.97 frames. utt_duration=565 frames, utt_pad_proportion=0.06587, over 17562.33 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3346, pruned_loss=0.1006, over 2468896.81 frames. utt_duration=1203 frames, utt_pad_proportion=0.07622, over 8220.53 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3233, pruned_loss=0.08428, over 2474550.50 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06589, over 18676.56 utterances.], batch size: 26, lr: 7.73e-04
2022-08-21 20:41:48,000 INFO [train.py:927] (5/8) Epoch 3, batch 20950, giga_loss[loss=0.2908, simple_loss=0.349, pruned_loss=0.1163, over 12418.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0375, over 105.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3273, pruned_loss=0.08831, over 2474376.60 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06646, over 17135.95 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.335, pruned_loss=0.1008, over 2468813.79 frames. utt_duration=1194 frames, utt_pad_proportion=0.07947, over 8281.48 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3249, pruned_loss=0.08606, over 2474698.34 frames. utt_duration=547.4 frames, utt_pad_proportion=0.065, over 18131.04 utterances.], batch size: 105, lr: 7.73e-04
2022-08-21 20:43:33,040 INFO [train.py:927] (5/8) Epoch 3, batch 21000, giga_loss[loss=0.2895, simple_loss=0.3476, pruned_loss=0.1157, over 12405.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06779, over 184.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3278, pruned_loss=0.09009, over 2473859.73 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06489, over 17240.79 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3348, pruned_loss=0.1006, over 2468601.86 frames. utt_duration=1196 frames, utt_pad_proportion=0.07857, over 8268.02 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3261, pruned_loss=0.0882, over 2474385.24 frames. utt_duration=545.3 frames, utt_pad_proportion=0.0641, over 18200.24 utterances.], batch size: 184, lr: 7.72e-04
2022-08-21 20:43:33,045 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 20:43:46,523 INFO [train.py:967] (5/8) 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 20:45:28,206 INFO [train.py:927] (5/8) Epoch 3, batch 21050, giga_loss[loss=0.2157, simple_loss=0.2901, pruned_loss=0.07065, over 12391.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04126, over 37.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3257, pruned_loss=0.08952, over 2473119.82 frames. utt_duration=584.5 frames, utt_pad_proportion=0.0621, over 16968.86 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3341, pruned_loss=0.1004, over 2467974.76 frames. utt_duration=1200 frames, utt_pad_proportion=0.0768, over 8233.77 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3247, pruned_loss=0.08791, over 2474322.26 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06218, over 18072.47 utterances.], batch size: 37, lr: 7.72e-04
2022-08-21 20:47:14,415 INFO [train.py:927] (5/8) Epoch 3, batch 21100, giga_loss[loss=0.2286, simple_loss=0.3096, pruned_loss=0.07379, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03394, over 98.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3257, pruned_loss=0.08924, over 2473272.56 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05781, over 16848.25 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3349, pruned_loss=0.1008, over 2467992.14 frames. utt_duration=1204 frames, utt_pad_proportion=0.07488, over 8208.96 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3239, pruned_loss=0.08719, over 2474378.97 frames. utt_duration=550.3 frames, utt_pad_proportion=0.0587, over 18033.50 utterances.], batch size: 98, lr: 7.72e-04
2022-08-21 20:48:58,639 INFO [train.py:927] (5/8) Epoch 3, batch 21150, giga_loss[loss=0.2162, simple_loss=0.2947, pruned_loss=0.06885, over 12447.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03407, over 86.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3201, pruned_loss=0.0862, over 2473262.90 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06665, over 17646.32 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3345, pruned_loss=0.1007, over 2467672.90 frames. utt_duration=1203 frames, utt_pad_proportion=0.07431, over 8217.52 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3188, pruned_loss=0.08441, over 2474578.16 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06697, over 18797.02 utterances.], batch size: 86, lr: 7.72e-04
2022-08-21 20:50:44,210 INFO [train.py:927] (5/8) Epoch 3, batch 21200, giga_loss[loss=0.1973, simple_loss=0.2765, pruned_loss=0.05906, over 12465.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0339, over 98.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3148, pruned_loss=0.08346, over 2473839.67 frames. utt_duration=533.2 frames, utt_pad_proportion=0.07112, over 18611.47 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.335, pruned_loss=0.1013, over 2467713.67 frames. utt_duration=1191 frames, utt_pad_proportion=0.07772, over 8300.42 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.313, pruned_loss=0.08125, over 2474936.65 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06992, over 19625.38 utterances.], batch size: 98, lr: 7.71e-04
2022-08-21 20:52:36,858 INFO [train.py:927] (5/8) Epoch 3, batch 21250, giga_loss[loss=0.2033, simple_loss=0.2916, pruned_loss=0.05749, over 12459.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03049, over 75.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3137, pruned_loss=0.08229, over 2473032.18 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06591, over 17835.54 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3353, pruned_loss=0.1011, over 2467529.36 frames. utt_duration=1192 frames, utt_pad_proportion=0.07678, over 8292.41 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3116, pruned_loss=0.08032, over 2474179.53 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06546, over 18836.55 utterances.], batch size: 75, lr: 7.71e-04
2022-08-21 20:54:18,867 INFO [train.py:927] (5/8) Epoch 3, batch 21300, libri_loss[loss=0.2677, simple_loss=0.334, pruned_loss=0.1007, over 12288.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006398, over 37.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3144, pruned_loss=0.08284, over 2472647.34 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06607, over 17369.90 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3367, pruned_loss=0.1014, over 2467487.92 frames. utt_duration=1191 frames, utt_pad_proportion=0.07517, over 8294.52 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3107, pruned_loss=0.08024, over 2473859.29 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06616, over 18560.35 utterances.], batch size: 37, lr: 7.71e-04
2022-08-21 20:56:00,382 INFO [train.py:927] (5/8) Epoch 3, batch 21350, giga_loss[loss=0.2209, simple_loss=0.2988, pruned_loss=0.0715, over 12343.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03595, over 104.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3111, pruned_loss=0.08182, over 2472756.98 frames. utt_duration=585.5 frames, utt_pad_proportion=0.06262, over 16936.48 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3373, pruned_loss=0.1022, over 2467364.15 frames. utt_duration=1185 frames, utt_pad_proportion=0.07794, over 8338.41 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3071, pruned_loss=0.07864, over 2473939.78 frames. utt_duration=550 frames, utt_pad_proportion=0.06168, over 18041.44 utterances.], batch size: 104, lr: 7.71e-04
2022-08-21 20:57:43,775 INFO [train.py:927] (5/8) Epoch 3, batch 21400, giga_loss[loss=0.2115, simple_loss=0.2851, pruned_loss=0.06899, over 12207.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03326, over 42.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3073, pruned_loss=0.08043, over 2473024.76 frames. utt_duration=611.8 frames, utt_pad_proportion=0.06157, over 16207.37 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3368, pruned_loss=0.102, over 2467514.05 frames. utt_duration=1179 frames, utt_pad_proportion=0.07809, over 8385.50 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3034, pruned_loss=0.0773, over 2474044.07 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06051, over 17351.97 utterances.], batch size: 42, lr: 7.70e-04
2022-08-21 20:59:24,627 INFO [train.py:927] (5/8) Epoch 3, batch 21450, giga_loss[loss=0.2164, simple_loss=0.2861, pruned_loss=0.07331, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03122, over 58.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3028, pruned_loss=0.07861, over 2472420.93 frames. utt_duration=638.7 frames, utt_pad_proportion=0.05696, over 15520.42 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.336, pruned_loss=0.1019, over 2467319.97 frames. utt_duration=1186 frames, utt_pad_proportion=0.07649, over 8333.81 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.2994, pruned_loss=0.07552, over 2473541.62 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05685, over 16719.10 utterances.], batch size: 58, lr: 7.70e-04
2022-08-21 21:01:07,036 INFO [train.py:927] (5/8) Epoch 3, batch 21500, giga_loss[loss=0.1946, simple_loss=0.2741, pruned_loss=0.05759, over 12346.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03284, over 58.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3, pruned_loss=0.0771, over 2471902.51 frames. utt_duration=663.7 frames, utt_pad_proportion=0.05345, over 14932.48 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3364, pruned_loss=0.1017, over 2467312.60 frames. utt_duration=1190 frames, utt_pad_proportion=0.07507, over 8305.84 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.296, pruned_loss=0.07424, over 2472934.39 frames. utt_duration=617.1 frames, utt_pad_proportion=0.05403, over 16068.94 utterances.], batch size: 58, lr: 7.70e-04
2022-08-21 21:02:49,417 INFO [train.py:927] (5/8) Epoch 3, batch 21550, libri_loss[loss=0.2488, simple_loss=0.3113, pruned_loss=0.09312, over 12283.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006666, over 32.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.299, pruned_loss=0.07707, over 2472279.28 frames. utt_duration=665.6 frames, utt_pad_proportion=0.05593, over 14891.21 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3373, pruned_loss=0.1023, over 2466859.76 frames. utt_duration=1184 frames, utt_pad_proportion=0.0783, over 8343.84 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2943, pruned_loss=0.07369, over 2473616.12 frames. utt_duration=623.2 frames, utt_pad_proportion=0.05443, over 15916.19 utterances.], batch size: 32, lr: 7.70e-04
2022-08-21 21:04:35,681 INFO [train.py:927] (5/8) Epoch 3, batch 21600, giga_loss[loss=0.2755, simple_loss=0.3464, pruned_loss=0.1023, over 12361.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07191, over 212.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3021, pruned_loss=0.07941, over 2471562.24 frames. utt_duration=631.7 frames, utt_pad_proportion=0.06273, over 15687.82 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3367, pruned_loss=0.1021, over 2466383.19 frames. utt_duration=1190 frames, utt_pad_proportion=0.07713, over 8303.52 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.298, pruned_loss=0.07631, over 2473195.91 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06159, over 16699.95 utterances.], batch size: 212, lr: 7.69e-04
2022-08-21 21:06:18,746 INFO [train.py:927] (5/8) Epoch 3, batch 21650, giga_loss[loss=0.2702, simple_loss=0.3432, pruned_loss=0.09853, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05278, over 161.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3089, pruned_loss=0.08369, over 2471374.33 frames. utt_duration=606.5 frames, utt_pad_proportion=0.06074, over 16339.65 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3365, pruned_loss=0.1021, over 2466144.85 frames. utt_duration=1193 frames, utt_pad_proportion=0.07662, over 8281.54 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3056, pruned_loss=0.0811, over 2472943.79 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06015, over 17234.80 utterances.], batch size: 161, lr: 7.69e-04
2022-08-21 21:08:01,747 INFO [train.py:927] (5/8) Epoch 3, batch 21700, giga_loss[loss=0.2556, simple_loss=0.3354, pruned_loss=0.08793, over 12359.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03152, over 62.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3158, pruned_loss=0.08648, over 2471057.41 frames. utt_duration=614.4 frames, utt_pad_proportion=0.05655, over 16126.61 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3372, pruned_loss=0.1028, over 2466251.13 frames. utt_duration=1191 frames, utt_pad_proportion=0.07609, over 8295.29 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3122, pruned_loss=0.08358, over 2472267.08 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05636, over 16930.58 utterances.], batch size: 62, lr: 7.69e-04
2022-08-21 21:09:44,720 INFO [train.py:927] (5/8) Epoch 3, batch 21750, giga_loss[loss=0.2366, simple_loss=0.3253, pruned_loss=0.07393, over 12313.00 frames. utt_duration=850.4 frames, utt_pad_proportion=0.0347, over 58.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3219, pruned_loss=0.08903, over 2470585.39 frames. utt_duration=594.5 frames, utt_pad_proportion=0.06039, over 16666.12 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3374, pruned_loss=0.1028, over 2465913.86 frames. utt_duration=1197 frames, utt_pad_proportion=0.07427, over 8248.84 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3183, pruned_loss=0.08621, over 2472000.07 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06063, over 17611.72 utterances.], batch size: 58, lr: 7.69e-04
2022-08-21 21:11:26,787 INFO [train.py:927] (5/8) Epoch 3, batch 21800, giga_loss[loss=0.2415, simple_loss=0.3187, pruned_loss=0.0822, over 12482.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03582, over 37.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3204, pruned_loss=0.08713, over 2470879.41 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06298, over 17480.75 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.337, pruned_loss=0.1026, over 2465925.27 frames. utt_duration=1200 frames, utt_pad_proportion=0.07348, over 8233.13 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3176, pruned_loss=0.08475, over 2472075.87 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06326, over 18402.10 utterances.], batch size: 37, lr: 7.68e-04
2022-08-21 21:13:10,376 INFO [train.py:927] (5/8) Epoch 3, batch 21850, giga_loss[loss=0.2607, simple_loss=0.3342, pruned_loss=0.09365, over 12348.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03304, over 97.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.321, pruned_loss=0.08713, over 2470956.83 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06132, over 18141.95 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3367, pruned_loss=0.1027, over 2465555.92 frames. utt_duration=1205 frames, utt_pad_proportion=0.0725, over 8191.76 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3187, pruned_loss=0.08488, over 2472330.48 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06192, over 19080.10 utterances.], batch size: 97, lr: 7.68e-04
2022-08-21 21:14:55,138 INFO [train.py:927] (5/8) Epoch 3, batch 21900, giga_loss[loss=0.2058, simple_loss=0.3017, pruned_loss=0.05493, over 12378.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02787, over 70.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3225, pruned_loss=0.08742, over 2471582.99 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06286, over 18366.21 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3362, pruned_loss=0.1024, over 2465901.85 frames. utt_duration=1211 frames, utt_pad_proportion=0.07077, over 8155.54 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3207, pruned_loss=0.0854, over 2472580.15 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06387, over 19491.58 utterances.], batch size: 70, lr: 7.68e-04
2022-08-21 21:16:40,239 INFO [train.py:927] (5/8) Epoch 3, batch 21950, giga_loss[loss=0.2649, simple_loss=0.3349, pruned_loss=0.09747, over 12458.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03332, over 86.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3252, pruned_loss=0.08891, over 2472173.69 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06303, over 18146.27 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3367, pruned_loss=0.1025, over 2465894.75 frames. utt_duration=1204 frames, utt_pad_proportion=0.07368, over 8205.63 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.323, pruned_loss=0.0869, over 2473111.38 frames. utt_duration=516 frames, utt_pad_proportion=0.0627, over 19227.77 utterances.], batch size: 86, lr: 7.68e-04
2022-08-21 21:18:22,793 INFO [train.py:927] (5/8) Epoch 3, batch 22000, giga_loss[loss=0.2759, simple_loss=0.3442, pruned_loss=0.1038, over 12400.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06774, over 184.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3268, pruned_loss=0.09026, over 2472559.73 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06606, over 18685.00 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3374, pruned_loss=0.1028, over 2465906.06 frames. utt_duration=1206 frames, utt_pad_proportion=0.07315, over 8190.60 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3243, pruned_loss=0.08826, over 2473345.92 frames. utt_duration=505 frames, utt_pad_proportion=0.06587, over 19650.45 utterances.], batch size: 184, lr: 7.67e-04
2022-08-21 21:20:04,887 INFO [train.py:927] (5/8) Epoch 3, batch 22050, giga_loss[loss=0.23, simple_loss=0.3143, pruned_loss=0.07286, over 12425.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03153, over 80.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3275, pruned_loss=0.09037, over 2471472.15 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06403, over 17868.88 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3373, pruned_loss=0.1029, over 2465528.79 frames. utt_duration=1211 frames, utt_pad_proportion=0.07191, over 8153.18 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3253, pruned_loss=0.08844, over 2472581.44 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06441, over 18900.20 utterances.], batch size: 80, lr: 7.67e-04
2022-08-21 21:21:48,010 INFO [train.py:927] (5/8) Epoch 3, batch 22100, giga_loss[loss=0.2572, simple_loss=0.3349, pruned_loss=0.08981, over 12333.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03511, over 62.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3287, pruned_loss=0.09042, over 2471821.97 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05928, over 16901.67 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3377, pruned_loss=0.1032, over 2466288.13 frames. utt_duration=1213 frames, utt_pad_proportion=0.06947, over 8145.70 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3262, pruned_loss=0.08795, over 2472352.46 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06068, over 18213.79 utterances.], batch size: 62, lr: 7.67e-04
2022-08-21 21:23:31,250 INFO [train.py:927] (5/8) Epoch 3, batch 22150, giga_loss[loss=0.2609, simple_loss=0.3339, pruned_loss=0.09391, over 12373.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.02878, over 85.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3275, pruned_loss=0.08982, over 2472277.96 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06166, over 16637.65 utterances.], libri_tot_loss[loss=0.2722, simple_loss=0.3378, pruned_loss=0.1034, over 2466386.35 frames. utt_duration=1204 frames, utt_pad_proportion=0.07306, over 8206.66 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3253, pruned_loss=0.08754, over 2472728.60 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06124, over 17783.45 utterances.], batch size: 85, lr: 7.67e-04
2022-08-21 21:25:15,274 INFO [train.py:927] (5/8) Epoch 3, batch 22200, giga_loss[loss=0.2872, simple_loss=0.3488, pruned_loss=0.1127, over 12338.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03297, over 85.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3253, pruned_loss=0.08865, over 2471854.06 frames. utt_duration=614.6 frames, utt_pad_proportion=0.06039, over 16127.86 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3376, pruned_loss=0.1031, over 2466353.66 frames. utt_duration=1207 frames, utt_pad_proportion=0.07204, over 8181.66 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3235, pruned_loss=0.08679, over 2472358.58 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06049, over 17212.31 utterances.], batch size: 85, lr: 7.66e-04
2022-08-21 21:26:56,255 INFO [train.py:927] (5/8) Epoch 3, batch 22250, giga_loss[loss=0.2658, simple_loss=0.3379, pruned_loss=0.09688, over 12449.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03701, over 37.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3272, pruned_loss=0.08949, over 2471588.40 frames. utt_duration=640.6 frames, utt_pad_proportion=0.05733, over 15469.93 utterances.], libri_tot_loss[loss=0.2738, simple_loss=0.3396, pruned_loss=0.1039, over 2466893.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.06998, over 8123.24 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3236, pruned_loss=0.08677, over 2471700.25 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05833, over 16673.86 utterances.], batch size: 37, lr: 7.66e-04
2022-08-21 21:28:37,271 INFO [train.py:927] (5/8) Epoch 3, batch 22300, libri_loss[loss=0.2821, simple_loss=0.3474, pruned_loss=0.1084, over 12282.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007044, over 37.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.327, pruned_loss=0.08897, over 2470750.82 frames. utt_duration=642.6 frames, utt_pad_proportion=0.05865, over 15415.84 utterances.], libri_tot_loss[loss=0.2738, simple_loss=0.3395, pruned_loss=0.104, over 2466733.99 frames. utt_duration=1208 frames, utt_pad_proportion=0.07009, over 8176.26 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3236, pruned_loss=0.08606, over 2471148.35 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05902, over 16645.30 utterances.], batch size: 37, lr: 7.66e-04
2022-08-21 21:30:19,844 INFO [train.py:927] (5/8) Epoch 3, batch 22350, giga_loss[loss=0.2073, simple_loss=0.2874, pruned_loss=0.06362, over 12458.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03084, over 75.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3252, pruned_loss=0.08794, over 2471337.66 frames. utt_duration=653.9 frames, utt_pad_proportion=0.05759, over 15151.50 utterances.], libri_tot_loss[loss=0.2738, simple_loss=0.3393, pruned_loss=0.1041, over 2467010.22 frames. utt_duration=1212 frames, utt_pad_proportion=0.06905, over 8150.92 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3225, pruned_loss=0.08532, over 2471479.05 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05836, over 16276.98 utterances.], batch size: 75, lr: 7.65e-04
2022-08-21 21:32:03,165 INFO [train.py:927] (5/8) Epoch 3, batch 22400, libri_loss[loss=0.2525, simple_loss=0.3227, pruned_loss=0.09116, over 12381.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009511, over 38.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3218, pruned_loss=0.08675, over 2471870.05 frames. utt_duration=633.7 frames, utt_pad_proportion=0.0594, over 15639.49 utterances.], libri_tot_loss[loss=0.2732, simple_loss=0.3387, pruned_loss=0.1039, over 2466934.03 frames. utt_duration=1216 frames, utt_pad_proportion=0.06778, over 8121.69 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3198, pruned_loss=0.08444, over 2472171.84 frames. utt_duration=591.2 frames, utt_pad_proportion=0.06034, over 16769.70 utterances.], batch size: 38, lr: 7.65e-04
2022-08-21 21:33:44,692 INFO [train.py:927] (5/8) Epoch 3, batch 22450, giga_loss[loss=0.2417, simple_loss=0.309, pruned_loss=0.08722, over 12379.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04168, over 133.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3211, pruned_loss=0.08698, over 2471510.26 frames. utt_duration=637.7 frames, utt_pad_proportion=0.05643, over 15539.30 utterances.], libri_tot_loss[loss=0.2732, simple_loss=0.3386, pruned_loss=0.1039, over 2466784.97 frames. utt_duration=1222 frames, utt_pad_proportion=0.06652, over 8086.52 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3191, pruned_loss=0.08461, over 2472023.20 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05782, over 16677.00 utterances.], batch size: 133, lr: 7.65e-04
2022-08-21 21:35:28,097 INFO [train.py:927] (5/8) Epoch 3, batch 22500, giga_loss[loss=0.1873, simple_loss=0.2659, pruned_loss=0.05435, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02913, over 45.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3165, pruned_loss=0.08451, over 2471684.29 frames. utt_duration=651.6 frames, utt_pad_proportion=0.05381, over 15207.04 utterances.], libri_tot_loss[loss=0.273, simple_loss=0.3384, pruned_loss=0.1038, over 2466672.04 frames. utt_duration=1223 frames, utt_pad_proportion=0.06629, over 8077.09 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3151, pruned_loss=0.08268, over 2472200.27 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05517, over 16135.77 utterances.], batch size: 45, lr: 7.65e-04
2022-08-21 21:37:09,247 INFO [train.py:927] (5/8) Epoch 3, batch 22550, giga_loss[loss=0.2007, simple_loss=0.2743, pruned_loss=0.0636, over 12117.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03397, over 30.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.313, pruned_loss=0.08273, over 2470999.30 frames. utt_duration=655.3 frames, utt_pad_proportion=0.05555, over 15116.62 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3388, pruned_loss=0.1037, over 2466770.66 frames. utt_duration=1226 frames, utt_pad_proportion=0.06555, over 8056.02 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3113, pruned_loss=0.08115, over 2471383.88 frames. utt_duration=620.9 frames, utt_pad_proportion=0.05679, over 15959.86 utterances.], batch size: 30, lr: 7.64e-04
2022-08-21 21:38:47,141 INFO [train.py:927] (5/8) Epoch 3, batch 22600, giga_loss[loss=0.2633, simple_loss=0.3363, pruned_loss=0.09515, over 12351.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02923, over 91.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3137, pruned_loss=0.08303, over 2471470.14 frames. utt_duration=628.9 frames, utt_pad_proportion=0.05592, over 15756.35 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3387, pruned_loss=0.1036, over 2466842.43 frames. utt_duration=1220 frames, utt_pad_proportion=0.06574, over 8095.14 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3115, pruned_loss=0.08116, over 2471867.74 frames. utt_duration=595.8 frames, utt_pad_proportion=0.0566, over 16635.85 utterances.], batch size: 91, lr: 7.64e-04
2022-08-21 21:40:27,384 INFO [train.py:927] (5/8) Epoch 3, batch 22650, giga_loss[loss=0.2769, simple_loss=0.3459, pruned_loss=0.104, over 12348.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3165, pruned_loss=0.08428, over 2472233.30 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06177, over 16997.88 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3389, pruned_loss=0.1035, over 2467103.61 frames. utt_duration=1221 frames, utt_pad_proportion=0.06432, over 8094.45 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3139, pruned_loss=0.0823, over 2472460.72 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06254, over 17941.10 utterances.], batch size: 58, lr: 7.64e-04
2022-08-21 21:42:08,412 INFO [train.py:927] (5/8) Epoch 3, batch 22700, giga_loss[loss=0.2341, simple_loss=0.3073, pruned_loss=0.08046, over 12366.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.0313, over 58.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3172, pruned_loss=0.08363, over 2473502.65 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06138, over 18263.31 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3389, pruned_loss=0.1036, over 2467230.32 frames. utt_duration=1222 frames, utt_pad_proportion=0.06363, over 8088.11 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3148, pruned_loss=0.08169, over 2473635.80 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06222, over 19137.90 utterances.], batch size: 58, lr: 7.64e-04
2022-08-21 21:43:48,016 INFO [train.py:927] (5/8) Epoch 3, batch 22750, giga_loss[loss=0.3391, simple_loss=0.3845, pruned_loss=0.1469, over 12395.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3187, pruned_loss=0.08383, over 2473452.99 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05773, over 18021.27 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.3402, pruned_loss=0.1039, over 2467145.24 frames. utt_duration=1223 frames, utt_pad_proportion=0.06273, over 8076.84 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3151, pruned_loss=0.08149, over 2473797.23 frames. utt_duration=523.4 frames, utt_pad_proportion=0.05887, over 18960.55 utterances.], batch size: 259, lr: 7.63e-04
2022-08-21 21:45:29,395 INFO [train.py:927] (5/8) Epoch 3, batch 22800, giga_loss[loss=0.2502, simple_loss=0.3144, pruned_loss=0.09302, over 12462.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03175, over 43.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3183, pruned_loss=0.08389, over 2473955.41 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05717, over 17939.98 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.34, pruned_loss=0.104, over 2467148.34 frames. utt_duration=1215 frames, utt_pad_proportion=0.06645, over 8132.53 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3153, pruned_loss=0.08166, over 2474358.51 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05664, over 18813.31 utterances.], batch size: 43, lr: 7.63e-04
2022-08-21 21:47:11,504 INFO [train.py:927] (5/8) Epoch 3, batch 22850, giga_loss[loss=0.2567, simple_loss=0.3297, pruned_loss=0.0918, over 12347.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3203, pruned_loss=0.08526, over 2473513.06 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05553, over 17356.82 utterances.], libri_tot_loss[loss=0.2735, simple_loss=0.3395, pruned_loss=0.1037, over 2467351.03 frames. utt_duration=1212 frames, utt_pad_proportion=0.06638, over 8155.86 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3177, pruned_loss=0.08309, over 2473868.36 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05503, over 18327.45 utterances.], batch size: 62, lr: 7.63e-04
2022-08-21 21:48:51,505 INFO [train.py:927] (5/8) Epoch 3, batch 22900, giga_loss[loss=0.2658, simple_loss=0.3371, pruned_loss=0.09722, over 12423.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03677, over 113.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3204, pruned_loss=0.08503, over 2473582.35 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05329, over 16837.68 utterances.], libri_tot_loss[loss=0.2735, simple_loss=0.3395, pruned_loss=0.1038, over 2467292.69 frames. utt_duration=1213 frames, utt_pad_proportion=0.06547, over 8147.06 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3178, pruned_loss=0.08284, over 2474075.13 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05327, over 17823.87 utterances.], batch size: 113, lr: 7.63e-04
2022-08-21 21:50:34,057 INFO [train.py:927] (5/8) Epoch 3, batch 22950, giga_loss[loss=0.2365, simple_loss=0.3212, pruned_loss=0.07592, over 12348.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03089, over 51.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3209, pruned_loss=0.08546, over 2473459.35 frames. utt_duration=593.8 frames, utt_pad_proportion=0.05715, over 16703.19 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3389, pruned_loss=0.1034, over 2466847.16 frames. utt_duration=1218 frames, utt_pad_proportion=0.06365, over 8108.10 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3187, pruned_loss=0.08331, over 2474474.76 frames. utt_duration=556 frames, utt_pad_proportion=0.05756, over 17851.22 utterances.], batch size: 51, lr: 7.62e-04
2022-08-21 21:52:16,180 INFO [train.py:927] (5/8) Epoch 3, batch 23000, giga_loss[loss=0.2132, simple_loss=0.2926, pruned_loss=0.06685, over 12301.00 frames. utt_duration=912.7 frames, utt_pad_proportion=0.02491, over 54.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3187, pruned_loss=0.08425, over 2472740.58 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05647, over 16589.86 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3378, pruned_loss=0.1031, over 2466136.66 frames. utt_duration=1222 frames, utt_pad_proportion=0.06316, over 8079.24 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3174, pruned_loss=0.08237, over 2474332.32 frames. utt_duration=559 frames, utt_pad_proportion=0.05694, over 17753.78 utterances.], batch size: 54, lr: 7.62e-04
2022-08-21 21:53:55,748 INFO [train.py:927] (5/8) Epoch 3, batch 23050, giga_loss[loss=0.2314, simple_loss=0.308, pruned_loss=0.07744, over 12443.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.0344, over 86.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3162, pruned_loss=0.08289, over 2472519.74 frames. utt_duration=595 frames, utt_pad_proportion=0.06055, over 16664.94 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3377, pruned_loss=0.103, over 2466188.27 frames. utt_duration=1216 frames, utt_pad_proportion=0.06641, over 8124.76 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3146, pruned_loss=0.08092, over 2473924.10 frames. utt_duration=558 frames, utt_pad_proportion=0.05926, over 17782.63 utterances.], batch size: 86, lr: 7.62e-04
2022-08-21 21:55:35,493 INFO [train.py:927] (5/8) Epoch 3, batch 23100, giga_loss[loss=0.2616, simple_loss=0.3362, pruned_loss=0.09345, over 12378.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02745, over 70.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3179, pruned_loss=0.08291, over 2472994.01 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06121, over 17618.71 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.338, pruned_loss=0.1035, over 2466090.03 frames. utt_duration=1215 frames, utt_pad_proportion=0.06595, over 8128.88 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3162, pruned_loss=0.08065, over 2474265.84 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06036, over 18626.38 utterances.], batch size: 70, lr: 7.62e-04
2022-08-21 21:57:16,292 INFO [train.py:927] (5/8) Epoch 3, batch 23150, giga_loss[loss=0.2484, simple_loss=0.3227, pruned_loss=0.08706, over 12392.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03371, over 80.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3186, pruned_loss=0.08329, over 2474099.75 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06196, over 18084.99 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3386, pruned_loss=0.1036, over 2466306.83 frames. utt_duration=1212 frames, utt_pad_proportion=0.06608, over 8147.48 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3165, pruned_loss=0.08123, over 2474965.90 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06121, over 18954.72 utterances.], batch size: 80, lr: 7.61e-04
2022-08-21 21:58:57,079 INFO [train.py:927] (5/8) Epoch 3, batch 23200, giga_loss[loss=0.2199, simple_loss=0.2947, pruned_loss=0.07252, over 12420.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3174, pruned_loss=0.0839, over 2473918.23 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06199, over 17990.38 utterances.], libri_tot_loss[loss=0.2731, simple_loss=0.3388, pruned_loss=0.1037, over 2466517.22 frames. utt_duration=1209 frames, utt_pad_proportion=0.06594, over 8171.82 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3151, pruned_loss=0.0817, over 2474593.72 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06142, over 18886.58 utterances.], batch size: 80, lr: 7.61e-04
2022-08-21 22:00:45,033 INFO [train.py:927] (5/8) Epoch 3, batch 23250, giga_loss[loss=0.2027, simple_loss=0.2814, pruned_loss=0.06204, over 12346.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03196, over 51.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3142, pruned_loss=0.08292, over 2473405.68 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06011, over 17500.29 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3382, pruned_loss=0.1034, over 2466069.41 frames. utt_duration=1214 frames, utt_pad_proportion=0.0651, over 8138.69 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3124, pruned_loss=0.08103, over 2474468.08 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06006, over 18416.77 utterances.], batch size: 51, lr: 7.61e-04
2022-08-21 22:02:26,101 INFO [train.py:927] (5/8) Epoch 3, batch 23300, giga_loss[loss=0.1853, simple_loss=0.2656, pruned_loss=0.05249, over 12222.00 frames. utt_duration=1483 frames, utt_pad_proportion=0.03662, over 33.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3111, pruned_loss=0.08163, over 2472712.41 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05954, over 17203.10 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3381, pruned_loss=0.1032, over 2465724.64 frames. utt_duration=1219 frames, utt_pad_proportion=0.06394, over 8101.65 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3091, pruned_loss=0.0798, over 2474053.34 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05999, over 18192.23 utterances.], batch size: 33, lr: 7.61e-04
2022-08-21 22:04:07,801 INFO [train.py:927] (5/8) Epoch 3, batch 23350, giga_loss[loss=0.2745, simple_loss=0.3213, pruned_loss=0.1138, over 12450.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03766, over 37.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3076, pruned_loss=0.0802, over 2473545.44 frames. utt_duration=579 frames, utt_pad_proportion=0.05915, over 17132.19 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3379, pruned_loss=0.103, over 2465938.78 frames. utt_duration=1220 frames, utt_pad_proportion=0.06313, over 8097.98 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3053, pruned_loss=0.07825, over 2474663.98 frames. utt_duration=545 frames, utt_pad_proportion=0.05976, over 18214.04 utterances.], batch size: 37, lr: 7.60e-04
2022-08-21 22:05:48,051 INFO [train.py:927] (5/8) Epoch 3, batch 23400, giga_loss[loss=0.2009, simple_loss=0.2806, pruned_loss=0.06059, over 12380.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04043, over 31.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3089, pruned_loss=0.08089, over 2473665.58 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06412, over 17713.64 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3378, pruned_loss=0.1031, over 2466233.43 frames. utt_duration=1217 frames, utt_pad_proportion=0.06343, over 8115.29 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3068, pruned_loss=0.07899, over 2474384.92 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06425, over 18677.53 utterances.], batch size: 31, lr: 7.60e-04
2022-08-21 22:07:29,387 INFO [train.py:927] (5/8) Epoch 3, batch 23450, giga_loss[loss=0.2419, simple_loss=0.3291, pruned_loss=0.07737, over 12324.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.03168, over 66.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3115, pruned_loss=0.08158, over 2473734.51 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06454, over 17837.34 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3377, pruned_loss=0.1031, over 2466243.07 frames. utt_duration=1210 frames, utt_pad_proportion=0.06696, over 8163.96 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3095, pruned_loss=0.0796, over 2474448.90 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06331, over 18745.63 utterances.], batch size: 66, lr: 7.60e-04
2022-08-21 22:09:12,139 INFO [train.py:927] (5/8) Epoch 3, batch 23500, giga_loss[loss=0.2475, simple_loss=0.3216, pruned_loss=0.08674, over 12372.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3133, pruned_loss=0.08199, over 2473323.13 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06117, over 17790.06 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3376, pruned_loss=0.103, over 2466064.75 frames. utt_duration=1209 frames, utt_pad_proportion=0.06712, over 8172.46 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3114, pruned_loss=0.08029, over 2474145.48 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06024, over 18627.33 utterances.], batch size: 70, lr: 7.60e-04
2022-08-21 22:11:01,158 INFO [train.py:927] (5/8) Epoch 3, batch 23550, giga_loss[loss=0.2851, simple_loss=0.3601, pruned_loss=0.1051, over 12397.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03361, over 80.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3218, pruned_loss=0.08892, over 2473776.04 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06211, over 17863.86 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3377, pruned_loss=0.103, over 2466621.05 frames. utt_duration=1213 frames, utt_pad_proportion=0.06544, over 8142.95 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3195, pruned_loss=0.0869, over 2474210.15 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06197, over 18912.04 utterances.], batch size: 80, lr: 7.59e-04
2022-08-21 22:12:43,948 INFO [train.py:927] (5/8) Epoch 3, batch 23600, giga_loss[loss=0.268, simple_loss=0.3374, pruned_loss=0.09926, over 12340.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03303, over 85.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3293, pruned_loss=0.09442, over 2474371.17 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06142, over 18411.64 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3372, pruned_loss=0.1028, over 2466644.36 frames. utt_duration=1217 frames, utt_pad_proportion=0.06403, over 8116.99 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3275, pruned_loss=0.09265, over 2474911.11 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06184, over 19550.91 utterances.], batch size: 85, lr: 7.59e-04
2022-08-21 22:14:30,811 INFO [train.py:927] (5/8) Epoch 3, batch 23650, giga_loss[loss=0.2994, simple_loss=0.3693, pruned_loss=0.1147, over 12459.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03343, over 86.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3384, pruned_loss=0.102, over 2475427.84 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06365, over 19584.41 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3371, pruned_loss=0.1028, over 2466885.04 frames. utt_duration=1220 frames, utt_pad_proportion=0.06311, over 8098.73 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3371, pruned_loss=0.1004, over 2475786.21 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06418, over 20678.27 utterances.], batch size: 86, lr: 7.59e-04
2022-08-21 22:16:16,645 INFO [train.py:927] (5/8) Epoch 3, batch 23700, giga_loss[loss=0.2679, simple_loss=0.3339, pruned_loss=0.1009, over 12264.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03055, over 45.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3447, pruned_loss=0.1077, over 2475133.51 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07184, over 20830.22 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3371, pruned_loss=0.1026, over 2466844.86 frames. utt_duration=1223 frames, utt_pad_proportion=0.06214, over 8077.88 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3436, pruned_loss=0.1066, over 2475592.22 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07213, over 21904.84 utterances.], batch size: 45, lr: 7.59e-04
2022-08-21 22:18:02,339 INFO [train.py:927] (5/8) Epoch 3, batch 23750, giga_loss[loss=0.2601, simple_loss=0.3277, pruned_loss=0.09626, over 12444.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.03885, over 26.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3491, pruned_loss=0.1121, over 2474941.33 frames. utt_duration=453.5 frames, utt_pad_proportion=0.08145, over 21902.64 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3372, pruned_loss=0.1026, over 2466555.70 frames. utt_duration=1219 frames, utt_pad_proportion=0.06192, over 8106.08 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3484, pruned_loss=0.1115, over 2475812.02 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08145, over 23091.87 utterances.], batch size: 26, lr: 7.58e-04
2022-08-21 22:19:52,769 INFO [train.py:927] (5/8) Epoch 3, batch 23800, libri_loss[loss=0.2872, simple_loss=0.3541, pruned_loss=0.1101, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.01786, over 43.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3529, pruned_loss=0.1151, over 2475746.40 frames. utt_duration=468.7 frames, utt_pad_proportion=0.0803, over 21192.88 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3374, pruned_loss=0.1029, over 2467119.13 frames. utt_duration=1208 frames, utt_pad_proportion=0.06543, over 8177.04 utterances.], giga_tot_loss[loss=0.2909, simple_loss=0.3526, pruned_loss=0.1147, over 2476165.01 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07948, over 22441.65 utterances.], batch size: 43, lr: 7.58e-04
2022-08-21 22:21:41,824 INFO [train.py:927] (5/8) Epoch 3, batch 23850, giga_loss[loss=0.3151, simple_loss=0.3769, pruned_loss=0.1266, over 12413.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03887, over 133.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.3516, pruned_loss=0.1147, over 2474564.16 frames. utt_duration=465 frames, utt_pad_proportion=0.08427, over 21354.63 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.337, pruned_loss=0.1026, over 2467148.36 frames. utt_duration=1213 frames, utt_pad_proportion=0.0645, over 8148.66 utterances.], giga_tot_loss[loss=0.2907, simple_loss=0.3518, pruned_loss=0.1147, over 2475032.08 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08379, over 22593.71 utterances.], batch size: 133, lr: 7.58e-04
2022-08-21 22:23:25,939 INFO [train.py:927] (5/8) Epoch 3, batch 23900, giga_loss[loss=0.2422, simple_loss=0.3177, pruned_loss=0.08334, over 12372.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03195, over 62.00 utterances.], tot_loss[loss=0.2893, simple_loss=0.351, pruned_loss=0.1138, over 2473910.71 frames. utt_duration=469.5 frames, utt_pad_proportion=0.08214, over 21141.10 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3358, pruned_loss=0.102, over 2466605.93 frames. utt_duration=1222 frames, utt_pad_proportion=0.0626, over 8083.73 utterances.], giga_tot_loss[loss=0.2914, simple_loss=0.3529, pruned_loss=0.1149, over 2475113.55 frames. utt_duration=436 frames, utt_pad_proportion=0.08268, over 22781.94 utterances.], batch size: 62, lr: 7.58e-04
2022-08-21 22:25:11,936 INFO [train.py:927] (5/8) Epoch 3, batch 23950, giga_loss[loss=0.2535, simple_loss=0.3344, pruned_loss=0.08626, over 12382.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03518, over 37.00 utterances.], tot_loss[loss=0.29, simple_loss=0.3521, pruned_loss=0.114, over 2473706.47 frames. utt_duration=465.6 frames, utt_pad_proportion=0.0793, over 21320.22 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3358, pruned_loss=0.102, over 2466605.93 frames. utt_duration=1222 frames, utt_pad_proportion=0.0626, over 8083.73 utterances.], giga_tot_loss[loss=0.2916, simple_loss=0.3535, pruned_loss=0.1148, over 2474642.65 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07989, over 22597.30 utterances.], batch size: 37, lr: 7.58e-04
2022-08-21 22:27:01,469 INFO [train.py:927] (5/8) Epoch 3, batch 24000, giga_loss[loss=0.2706, simple_loss=0.3519, pruned_loss=0.09461, over 12359.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03204, over 51.00 utterances.], tot_loss[loss=0.2874, simple_loss=0.351, pruned_loss=0.1119, over 2472983.25 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07747, over 21046.05 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3352, pruned_loss=0.1016, over 2466055.91 frames. utt_duration=1230 frames, utt_pad_proportion=0.06108, over 8029.61 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.3533, pruned_loss=0.1133, over 2474437.45 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07869, over 22534.22 utterances.], batch size: 51, lr: 7.57e-04
2022-08-21 22:27:01,471 INFO [train.py:958] (5/8) Computing validation loss
2022-08-21 22:27:15,514 INFO [train.py:967] (5/8) Epoch 3, validation: loss=0.1984, simple_loss=0.3059, pruned_loss=0.04552, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 22:29:01,569 INFO [train.py:927] (5/8) Epoch 3, batch 24050, giga_loss[loss=0.2382, simple_loss=0.3136, pruned_loss=0.08141, over 12194.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03044, over 36.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3487, pruned_loss=0.1099, over 2473191.97 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07713, over 21453.36 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3352, pruned_loss=0.1017, over 2466058.78 frames. utt_duration=1220 frames, utt_pad_proportion=0.06458, over 8094.37 utterances.], giga_tot_loss[loss=0.2862, simple_loss=0.3506, pruned_loss=0.1109, over 2474387.78 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07714, over 22680.47 utterances.], batch size: 36, lr: 7.57e-04
2022-08-21 22:30:46,262 INFO [train.py:927] (5/8) Epoch 3, batch 24100, giga_loss[loss=0.2881, simple_loss=0.3498, pruned_loss=0.1132, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04234, over 146.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3483, pruned_loss=0.1099, over 2473858.13 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07795, over 21840.94 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3353, pruned_loss=0.1019, over 2466358.61 frames. utt_duration=1223 frames, utt_pad_proportion=0.06373, over 8077.53 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.35, pruned_loss=0.1108, over 2474664.42 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07823, over 23065.31 utterances.], batch size: 146, lr: 7.57e-04
2022-08-21 22:32:44,611 INFO [train.py:927] (5/8) Epoch 3, batch 24150, giga_loss[loss=0.2325, simple_loss=0.3246, pruned_loss=0.07025, over 12393.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.03875, over 40.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3462, pruned_loss=0.107, over 2473568.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07486, over 20881.67 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3355, pruned_loss=0.1018, over 2466526.68 frames. utt_duration=1224 frames, utt_pad_proportion=0.06308, over 8072.40 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3475, pruned_loss=0.1079, over 2474165.47 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07551, over 22021.68 utterances.], batch size: 40, lr: 7.57e-04
2022-08-21 22:34:30,201 INFO [train.py:927] (5/8) Epoch 3, batch 24200, giga_loss[loss=0.276, simple_loss=0.3488, pruned_loss=0.1016, over 12414.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02845, over 62.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3461, pruned_loss=0.1047, over 2473402.41 frames. utt_duration=500.2 frames, utt_pad_proportion=0.06922, over 19838.54 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3352, pruned_loss=0.1017, over 2466297.87 frames. utt_duration=1227 frames, utt_pad_proportion=0.06278, over 8048.74 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3475, pruned_loss=0.1056, over 2474141.19 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07015, over 20864.84 utterances.], batch size: 62, lr: 7.56e-04
2022-08-21 22:36:18,635 INFO [train.py:927] (5/8) Epoch 3, batch 24250, giga_loss[loss=0.2784, simple_loss=0.3524, pruned_loss=0.1022, over 12340.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03372, over 58.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3472, pruned_loss=0.1059, over 2473350.00 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06995, over 19954.33 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3358, pruned_loss=0.102, over 2466204.23 frames. utt_duration=1229 frames, utt_pad_proportion=0.06158, over 8036.08 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3482, pruned_loss=0.1063, over 2474276.81 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07121, over 21195.69 utterances.], batch size: 58, lr: 7.56e-04
2022-08-21 22:38:01,561 INFO [train.py:927] (5/8) Epoch 3, batch 24300, giga_loss[loss=0.262, simple_loss=0.3237, pruned_loss=0.1002, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04301, over 31.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3438, pruned_loss=0.105, over 2473482.25 frames. utt_duration=503 frames, utt_pad_proportion=0.06838, over 19726.30 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3349, pruned_loss=0.1015, over 2466476.23 frames. utt_duration=1232 frames, utt_pad_proportion=0.06051, over 8019.56 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3459, pruned_loss=0.106, over 2474260.72 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06996, over 21236.80 utterances.], batch size: 31, lr: 7.56e-04
2022-08-21 22:39:50,849 INFO [train.py:927] (5/8) Epoch 3, batch 24350, giga_loss[loss=0.2506, simple_loss=0.326, pruned_loss=0.08756, over 12391.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03939, over 105.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3425, pruned_loss=0.1036, over 2473702.85 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06816, over 19435.86 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3346, pruned_loss=0.1014, over 2466698.79 frames. utt_duration=1234 frames, utt_pad_proportion=0.06006, over 8006.38 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3444, pruned_loss=0.1045, over 2474190.98 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06961, over 20732.24 utterances.], batch size: 105, lr: 7.56e-04
2022-08-21 22:41:36,342 INFO [train.py:927] (5/8) Epoch 3, batch 24400, giga_loss[loss=0.2743, simple_loss=0.3458, pruned_loss=0.1014, over 12388.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02664, over 91.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3429, pruned_loss=0.1036, over 2473818.29 frames. utt_duration=490 frames, utt_pad_proportion=0.07251, over 20251.87 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.335, pruned_loss=0.1015, over 2466512.86 frames. utt_duration=1224 frames, utt_pad_proportion=0.06413, over 8069.93 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3442, pruned_loss=0.1042, over 2474468.44 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07203, over 21382.72 utterances.], batch size: 91, lr: 7.55e-04
2022-08-21 22:43:22,111 INFO [train.py:927] (5/8) Epoch 3, batch 24450, libri_loss[loss=0.2787, simple_loss=0.3355, pruned_loss=0.1109, over 12266.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008599, over 37.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3416, pruned_loss=0.103, over 2473230.96 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06953, over 19815.10 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3347, pruned_loss=0.1012, over 2466137.99 frames. utt_duration=1231 frames, utt_pad_proportion=0.06235, over 8025.02 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3432, pruned_loss=0.1038, over 2474427.09 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07003, over 21267.34 utterances.], batch size: 37, lr: 7.55e-04
2022-08-21 22:45:10,485 INFO [train.py:927] (5/8) Epoch 3, batch 24500, giga_loss[loss=0.3013, simple_loss=0.355, pruned_loss=0.1238, over 12434.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04539, over 161.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3402, pruned_loss=0.1032, over 2473848.71 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07394, over 20564.00 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3347, pruned_loss=0.1014, over 2466422.92 frames. utt_duration=1233 frames, utt_pad_proportion=0.06192, over 8013.77 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3416, pruned_loss=0.1036, over 2474589.28 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07427, over 21833.21 utterances.], batch size: 161, lr: 7.55e-04
2022-08-21 22:46:56,355 INFO [train.py:927] (5/8) Epoch 3, batch 24550, giga_loss[loss=0.2579, simple_loss=0.3193, pruned_loss=0.09824, over 12378.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05567, over 181.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3379, pruned_loss=0.102, over 2474124.36 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07412, over 20072.53 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3344, pruned_loss=0.1014, over 2466380.01 frames. utt_duration=1240 frames, utt_pad_proportion=0.06018, over 7968.54 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3395, pruned_loss=0.1025, over 2475062.40 frames. utt_duration=459 frames, utt_pad_proportion=0.07511, over 21636.12 utterances.], batch size: 181, lr: 7.55e-04
2022-08-21 22:48:42,179 INFO [train.py:927] (5/8) Epoch 3, batch 24600, giga_loss[loss=0.2913, simple_loss=0.3535, pruned_loss=0.1145, over 12331.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03395, over 85.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.339, pruned_loss=0.1028, over 2474184.90 frames. utt_duration=480.3 frames, utt_pad_proportion=0.0724, over 20668.86 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3348, pruned_loss=0.1015, over 2466339.77 frames. utt_duration=1228 frames, utt_pad_proportion=0.06357, over 8046.46 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3399, pruned_loss=0.1031, over 2475207.74 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07247, over 22212.27 utterances.], batch size: 85, lr: 7.54e-04
2022-08-21 22:50:26,814 INFO [train.py:927] (5/8) Epoch 3, batch 24650, giga_loss[loss=0.2622, simple_loss=0.3343, pruned_loss=0.09504, over 12358.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03218, over 97.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3384, pruned_loss=0.1014, over 2474178.89 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06965, over 19829.06 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3347, pruned_loss=0.1014, over 2466378.53 frames. utt_duration=1226 frames, utt_pad_proportion=0.06304, over 8054.79 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3394, pruned_loss=0.1017, over 2475196.94 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07016, over 21464.17 utterances.], batch size: 97, lr: 7.54e-04
2022-08-21 22:52:11,775 INFO [train.py:927] (5/8) Epoch 3, batch 24700, giga_loss[loss=0.2588, simple_loss=0.3356, pruned_loss=0.09101, over 12391.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.0305, over 62.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3389, pruned_loss=0.1015, over 2474093.59 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07119, over 19661.07 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3352, pruned_loss=0.1018, over 2466529.33 frames. utt_duration=1227 frames, utt_pad_proportion=0.06257, over 8051.23 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3393, pruned_loss=0.1014, over 2474823.59 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07169, over 21059.26 utterances.], batch size: 62, lr: 7.54e-04
2022-08-21 22:54:00,573 INFO [train.py:927] (5/8) Epoch 3, batch 24750, giga_loss[loss=0.2791, simple_loss=0.342, pruned_loss=0.1081, over 12474.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02935, over 55.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3423, pruned_loss=0.1045, over 2474096.60 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07218, over 19950.49 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3356, pruned_loss=0.1019, over 2466545.68 frames. utt_duration=1227 frames, utt_pad_proportion=0.06233, over 8051.97 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3422, pruned_loss=0.1044, over 2474685.78 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07263, over 21097.79 utterances.], batch size: 55, lr: 7.54e-04
2022-08-21 22:55:44,948 INFO [train.py:927] (5/8) Epoch 3, batch 24800, giga_loss[loss=0.2792, simple_loss=0.3427, pruned_loss=0.1079, over 12393.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02644, over 91.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.3432, pruned_loss=0.1055, over 2474233.27 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06759, over 19527.18 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3363, pruned_loss=0.1017, over 2466479.49 frames. utt_duration=1218 frames, utt_pad_proportion=0.06432, over 8110.18 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3428, pruned_loss=0.1057, over 2475031.16 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06768, over 20832.57 utterances.], batch size: 91, lr: 7.53e-04
2022-08-21 22:57:29,782 INFO [train.py:927] (5/8) Epoch 3, batch 24850, giga_loss[loss=0.2816, simple_loss=0.3299, pruned_loss=0.1166, over 12379.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04415, over 34.00 utterances.], tot_loss[loss=0.277, simple_loss=0.3423, pruned_loss=0.1059, over 2473956.51 frames. utt_duration=500.7 frames, utt_pad_proportion=0.0706, over 19822.39 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3354, pruned_loss=0.1011, over 2466547.03 frames. utt_duration=1222 frames, utt_pad_proportion=0.06294, over 8084.47 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3431, pruned_loss=0.1067, over 2474772.79 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07108, over 21273.51 utterances.], batch size: 34, lr: 7.53e-04
2022-08-21 22:59:12,736 INFO [train.py:927] (5/8) Epoch 3, batch 24900, giga_loss[loss=0.2729, simple_loss=0.3345, pruned_loss=0.1056, over 12394.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04551, over 161.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3417, pruned_loss=0.1046, over 2473960.29 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06839, over 19685.36 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3357, pruned_loss=0.1017, over 2466761.94 frames. utt_duration=1211 frames, utt_pad_proportion=0.06648, over 8157.88 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3423, pruned_loss=0.1049, over 2474660.80 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06767, over 21152.32 utterances.], batch size: 161, lr: 7.53e-04
2022-08-21 23:01:02,146 INFO [train.py:927] (5/8) Epoch 3, batch 24950, giga_loss[loss=0.2462, simple_loss=0.3187, pruned_loss=0.08683, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03228, over 97.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3399, pruned_loss=0.1037, over 2473796.80 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06669, over 19620.84 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3358, pruned_loss=0.1017, over 2467019.24 frames. utt_duration=1211 frames, utt_pad_proportion=0.06574, over 8156.55 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3402, pruned_loss=0.1038, over 2474215.05 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06647, over 20931.17 utterances.], batch size: 97, lr: 7.53e-04
2022-08-21 23:02:46,403 INFO [train.py:927] (5/8) Epoch 3, batch 25000, giga_loss[loss=0.2956, simple_loss=0.3618, pruned_loss=0.1147, over 12373.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04616, over 146.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3395, pruned_loss=0.1031, over 2474020.62 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07172, over 19886.67 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3359, pruned_loss=0.101, over 2466775.04 frames. utt_duration=1216 frames, utt_pad_proportion=0.06497, over 8125.47 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3399, pruned_loss=0.104, over 2474821.11 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07158, over 21342.11 utterances.], batch size: 146, lr: 7.52e-04
2022-08-21 23:04:35,129 INFO [train.py:927] (5/8) Epoch 3, batch 25050, giga_loss[loss=0.2971, simple_loss=0.3618, pruned_loss=0.1161, over 12414.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05624, over 162.00 utterances.], tot_loss[loss=0.276, simple_loss=0.3432, pruned_loss=0.1044, over 2474135.47 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06987, over 20405.08 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3356, pruned_loss=0.1008, over 2466471.25 frames. utt_duration=1219 frames, utt_pad_proportion=0.06401, over 8103.06 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.3439, pruned_loss=0.1053, over 2475212.52 frames. utt_duration=455.6 frames, utt_pad_proportion=0.0702, over 21801.62 utterances.], batch size: 162, lr: 7.52e-04
2022-08-21 23:06:19,301 INFO [train.py:927] (5/8) Epoch 3, batch 25100, giga_loss[loss=0.3578, simple_loss=0.4041, pruned_loss=0.1557, over 12373.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03058, over 97.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.349, pruned_loss=0.1092, over 2474973.83 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07316, over 21462.82 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3357, pruned_loss=0.101, over 2466536.89 frames. utt_duration=1220 frames, utt_pad_proportion=0.06376, over 8096.55 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3494, pruned_loss=0.1097, over 2475793.97 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07335, over 22625.54 utterances.], batch size: 97, lr: 7.52e-04
2022-08-21 23:08:05,324 INFO [train.py:927] (5/8) Epoch 3, batch 25150, giga_loss[loss=0.3095, simple_loss=0.356, pruned_loss=0.1315, over 12418.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.0494, over 161.00 utterances.], tot_loss[loss=0.2882, simple_loss=0.3516, pruned_loss=0.1124, over 2474429.92 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07242, over 21151.03 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3363, pruned_loss=0.1017, over 2466410.08 frames. utt_duration=1212 frames, utt_pad_proportion=0.06645, over 8151.50 utterances.], giga_tot_loss[loss=0.2885, simple_loss=0.3518, pruned_loss=0.1126, over 2475385.76 frames. utt_duration=445 frames, utt_pad_proportion=0.07191, over 22322.72 utterances.], batch size: 161, lr: 7.52e-04
2022-08-21 23:09:49,506 INFO [train.py:927] (5/8) Epoch 3, batch 25200, giga_loss[loss=0.2954, simple_loss=0.3488, pruned_loss=0.121, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2879, simple_loss=0.3503, pruned_loss=0.1127, over 2475263.62 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07298, over 21319.79 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3359, pruned_loss=0.1015, over 2466603.35 frames. utt_duration=1210 frames, utt_pad_proportion=0.06644, over 8161.53 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3511, pruned_loss=0.1131, over 2476003.32 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07261, over 22456.18 utterances.], batch size: 162, lr: 7.51e-04
2022-08-21 23:11:40,078 INFO [train.py:927] (5/8) Epoch 3, batch 25250, giga_loss[loss=0.2985, simple_loss=0.3502, pruned_loss=0.1234, over 12418.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03714, over 113.00 utterances.], tot_loss[loss=0.2888, simple_loss=0.3496, pruned_loss=0.114, over 2475227.18 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07465, over 21191.88 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.336, pruned_loss=0.1021, over 2466495.01 frames. utt_duration=1216 frames, utt_pad_proportion=0.06509, over 8123.00 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3505, pruned_loss=0.1141, over 2476153.37 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07478, over 22490.51 utterances.], batch size: 113, lr: 7.51e-04
2022-08-21 23:13:26,002 INFO [train.py:927] (5/8) Epoch 3, batch 25300, giga_loss[loss=0.3485, simple_loss=0.3885, pruned_loss=0.1542, over 12361.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3485, pruned_loss=0.1134, over 2475514.36 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07652, over 21792.14 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3359, pruned_loss=0.1021, over 2466550.73 frames. utt_duration=1218 frames, utt_pad_proportion=0.06462, over 8107.82 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.3494, pruned_loss=0.1136, over 2476272.13 frames. utt_duration=433.2 frames, utt_pad_proportion=0.0767, over 22941.76 utterances.], batch size: 258, lr: 7.51e-04
2022-08-21 23:15:08,817 INFO [train.py:927] (5/8) Epoch 3, batch 25350, giga_loss[loss=0.3086, simple_loss=0.3889, pruned_loss=0.1142, over 12455.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03066, over 75.00 utterances.], tot_loss[loss=0.2848, simple_loss=0.3472, pruned_loss=0.1112, over 2475937.66 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07119, over 20855.11 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3367, pruned_loss=0.102, over 2467133.52 frames. utt_duration=1224 frames, utt_pad_proportion=0.06341, over 8069.89 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3476, pruned_loss=0.1117, over 2476279.37 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07208, over 22160.72 utterances.], batch size: 75, lr: 7.51e-04
2022-08-21 23:16:52,518 INFO [train.py:927] (5/8) Epoch 3, batch 25400, libri_loss[loss=0.2632, simple_loss=0.3239, pruned_loss=0.1013, over 12445.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006995, over 32.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3479, pruned_loss=0.11, over 2475055.76 frames. utt_duration=487.1 frames, utt_pad_proportion=0.0695, over 20384.37 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3375, pruned_loss=0.1021, over 2467339.66 frames. utt_duration=1227 frames, utt_pad_proportion=0.06255, over 8055.60 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3476, pruned_loss=0.1104, over 2475273.86 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07065, over 21659.55 utterances.], batch size: 32, lr: 7.50e-04
2022-08-21 23:18:41,457 INFO [train.py:927] (5/8) Epoch 3, batch 25450, giga_loss[loss=0.2507, simple_loss=0.3429, pruned_loss=0.07922, over 12472.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02987, over 75.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3487, pruned_loss=0.1109, over 2475146.20 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07132, over 21144.65 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3373, pruned_loss=0.102, over 2467507.44 frames. utt_duration=1230 frames, utt_pad_proportion=0.06184, over 8036.88 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3488, pruned_loss=0.1114, over 2475272.00 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07234, over 22315.09 utterances.], batch size: 75, lr: 7.50e-04
2022-08-21 23:20:27,568 INFO [train.py:927] (5/8) Epoch 3, batch 25500, giga_loss[loss=0.3529, simple_loss=0.3832, pruned_loss=0.1613, over 12374.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2074, over 371.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3508, pruned_loss=0.1106, over 2474731.07 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07613, over 21820.86 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3373, pruned_loss=0.102, over 2467349.25 frames. utt_duration=1227 frames, utt_pad_proportion=0.06214, over 8056.39 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3509, pruned_loss=0.1111, over 2475019.47 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07665, over 22829.69 utterances.], batch size: 371, lr: 7.50e-04
2022-08-21 23:22:11,623 INFO [train.py:927] (5/8) Epoch 3, batch 25550, giga_loss[loss=0.2676, simple_loss=0.341, pruned_loss=0.09714, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03165, over 75.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3509, pruned_loss=0.1098, over 2474560.82 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07583, over 21222.83 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3373, pruned_loss=0.102, over 2467064.03 frames. utt_duration=1220 frames, utt_pad_proportion=0.06525, over 8096.70 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3514, pruned_loss=0.1104, over 2475207.94 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07549, over 22297.73 utterances.], batch size: 75, lr: 7.50e-04
2022-08-21 23:23:53,241 INFO [train.py:927] (5/8) Epoch 3, batch 25600, giga_loss[loss=0.2751, simple_loss=0.3395, pruned_loss=0.1054, over 12313.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03536, over 51.00 utterances.], tot_loss[loss=0.2883, simple_loss=0.352, pruned_loss=0.1123, over 2474016.29 frames. utt_duration=440.4 frames, utt_pad_proportion=0.08328, over 22547.48 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3372, pruned_loss=0.1021, over 2467090.47 frames. utt_duration=1223 frames, utt_pad_proportion=0.06418, over 8080.29 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3528, pruned_loss=0.113, over 2474676.63 frames. utt_duration=418.5 frames, utt_pad_proportion=0.08314, over 23736.77 utterances.], batch size: 51, lr: 7.50e-04
2022-08-21 23:25:35,119 INFO [train.py:927] (5/8) Epoch 3, batch 25650, giga_loss[loss=0.2403, simple_loss=0.3224, pruned_loss=0.07912, over 12476.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02896, over 55.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3521, pruned_loss=0.1117, over 2474961.64 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08893, over 22828.30 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3384, pruned_loss=0.1029, over 2467391.99 frames. utt_duration=1175 frames, utt_pad_proportion=0.07986, over 8411.21 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.352, pruned_loss=0.1117, over 2475380.93 frames. utt_duration=417.4 frames, utt_pad_proportion=0.08422, over 23804.07 utterances.], batch size: 55, lr: 7.49e-04
2022-08-21 23:26:31,478 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-21 23:29:01,584 INFO [train.py:927] (5/8) Epoch 4, batch 50, giga_loss[loss=0.2346, simple_loss=0.313, pruned_loss=0.07808, over 12450.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0425, over 114.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3334, pruned_loss=0.08688, over 547047.37 frames. utt_duration=599.3 frames, utt_pad_proportion=0.05968, over 3660.10 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2743, pruned_loss=0.05529, over 24410.75 frames. utt_duration=1814 frames, utt_pad_proportion=0.04376, over 53.86 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3357, pruned_loss=0.08809, over 527863.43 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05988, over 3622.92 utterances.], batch size: 114, lr: 7.40e-04
2022-08-21 23:30:47,545 INFO [train.py:927] (5/8) Epoch 4, batch 100, libri_loss[loss=0.3715, simple_loss=0.4802, pruned_loss=0.1314, over 12342.00 frames. utt_duration=760.6 frames, utt_pad_proportion=0.1317, over 65.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3149, pruned_loss=0.07919, over 973917.63 frames. utt_duration=528.1 frames, utt_pad_proportion=0.0702, over 7398.13 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3474, pruned_loss=0.08038, over 72859.54 frames. utt_duration=1298 frames, utt_pad_proportion=0.05495, over 224.70 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3122, pruned_loss=0.07897, over 928459.01 frames. utt_duration=508.9 frames, utt_pad_proportion=0.07049, over 7319.71 utterances.], batch size: 65, lr: 7.40e-04
2022-08-21 23:32:29,225 INFO [train.py:927] (5/8) Epoch 4, batch 150, giga_loss[loss=0.1919, simple_loss=0.2669, pruned_loss=0.05845, over 12452.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03577, over 86.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.299, pruned_loss=0.07129, over 1307238.11 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06828, over 9952.26 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3297, pruned_loss=0.07497, over 143596.85 frames. utt_duration=1400 frames, utt_pad_proportion=0.03291, over 410.68 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.2964, pruned_loss=0.0711, over 1235472.23 frames. utt_duration=498.9 frames, utt_pad_proportion=0.0695, over 9936.14 utterances.], batch size: 86, lr: 7.40e-04
2022-08-21 23:34:14,011 INFO [train.py:927] (5/8) Epoch 4, batch 200, giga_loss[loss=0.1732, simple_loss=0.2492, pruned_loss=0.04862, over 12302.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03343, over 51.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2881, pruned_loss=0.06712, over 1565789.75 frames. utt_duration=508.2 frames, utt_pad_proportion=0.0661, over 12360.43 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3257, pruned_loss=0.07443, over 178102.37 frames. utt_duration=1407 frames, utt_pad_proportion=0.0279, over 507.00 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2856, pruned_loss=0.06676, over 1495582.62 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06732, over 12410.65 utterances.], batch size: 51, lr: 7.39e-04
2022-08-21 23:35:54,212 INFO [train.py:927] (5/8) Epoch 4, batch 250, libri_loss[loss=0.3169, simple_loss=0.3756, pruned_loss=0.1291, over 12388.00 frames. utt_duration=775.9 frames, utt_pad_proportion=0.1113, over 64.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2833, pruned_loss=0.06592, over 1766738.89 frames. utt_duration=509 frames, utt_pad_proportion=0.06732, over 13923.49 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3255, pruned_loss=0.07895, over 234939.93 frames. utt_duration=1358 frames, utt_pad_proportion=0.03395, over 692.84 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2801, pruned_loss=0.06477, over 1692755.25 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06835, over 14064.30 utterances.], batch size: 64, lr: 7.39e-04
2022-08-21 23:37:37,633 INFO [train.py:927] (5/8) Epoch 4, batch 300, libri_loss[loss=0.2442, simple_loss=0.3333, pruned_loss=0.07752, over 12471.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007531, over 36.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2792, pruned_loss=0.06333, over 1924754.14 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06429, over 14759.81 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3292, pruned_loss=0.07972, over 268663.66 frames. utt_duration=1367 frames, utt_pad_proportion=0.03075, over 786.95 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2753, pruned_loss=0.06202, over 1857672.32 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06546, over 14983.82 utterances.], batch size: 36, lr: 7.39e-04
2022-08-21 23:39:21,241 INFO [train.py:927] (5/8) Epoch 4, batch 350, giga_loss[loss=0.1587, simple_loss=0.2314, pruned_loss=0.04298, over 12388.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.02722, over 51.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2751, pruned_loss=0.06088, over 2046344.95 frames. utt_duration=525.1 frames, utt_pad_proportion=0.066, over 15632.49 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3272, pruned_loss=0.07785, over 312540.35 frames. utt_duration=1382 frames, utt_pad_proportion=0.02718, over 905.37 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2712, pruned_loss=0.05969, over 1984327.25 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06731, over 15968.14 utterances.], batch size: 51, lr: 7.39e-04
2022-08-21 23:41:03,255 INFO [train.py:927] (5/8) Epoch 4, batch 400, giga_loss[loss=0.1757, simple_loss=0.2555, pruned_loss=0.04789, over 12439.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.0409, over 146.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2705, pruned_loss=0.05846, over 2140894.06 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06516, over 16223.60 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3193, pruned_loss=0.07537, over 376060.27 frames. utt_duration=1418 frames, utt_pad_proportion=0.02369, over 1062.17 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2669, pruned_loss=0.0573, over 2081465.27 frames. utt_duration=498 frames, utt_pad_proportion=0.06681, over 16767.92 utterances.], batch size: 146, lr: 7.39e-04
2022-08-21 23:42:45,614 INFO [train.py:927] (5/8) Epoch 4, batch 450, giga_loss[loss=0.2166, simple_loss=0.2957, pruned_loss=0.06871, over 12361.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04681, over 146.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.268, pruned_loss=0.05769, over 2214448.37 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07423, over 17758.61 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3203, pruned_loss=0.07664, over 407425.26 frames. utt_duration=1416 frames, utt_pad_proportion=0.02229, over 1151.76 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2643, pruned_loss=0.0563, over 2163517.05 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07546, over 18317.58 utterances.], batch size: 146, lr: 7.38e-04
2022-08-21 23:44:25,524 INFO [train.py:927] (5/8) Epoch 4, batch 500, giga_loss[loss=0.2414, simple_loss=0.3283, pruned_loss=0.07723, over 12365.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03234, over 104.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2792, pruned_loss=0.06295, over 2272937.93 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06864, over 17743.03 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3222, pruned_loss=0.0771, over 458615.47 frames. utt_duration=1423 frames, utt_pad_proportion=0.02052, over 1290.50 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.275, pruned_loss=0.06148, over 2227152.46 frames. utt_duration=484.6 frames, utt_pad_proportion=0.0703, over 18441.56 utterances.], batch size: 104, lr: 7.38e-04
2022-08-21 23:46:09,367 INFO [train.py:927] (5/8) Epoch 4, batch 550, giga_loss[loss=0.213, simple_loss=0.292, pruned_loss=0.067, over 12378.00 frames. utt_duration=972.1 frames, utt_pad_proportion=0.03083, over 51.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2907, pruned_loss=0.06847, over 2316103.91 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06592, over 17252.86 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3203, pruned_loss=0.07719, over 527795.02 frames. utt_duration=1421 frames, utt_pad_proportion=0.01938, over 1487.26 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2868, pruned_loss=0.06701, over 2273861.45 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06802, over 18141.75 utterances.], batch size: 51, lr: 7.38e-04
2022-08-21 23:47:53,129 INFO [train.py:927] (5/8) Epoch 4, batch 600, giga_loss[loss=0.2256, simple_loss=0.31, pruned_loss=0.07062, over 12478.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02682, over 55.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.2974, pruned_loss=0.07051, over 2350218.66 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06248, over 17250.85 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3194, pruned_loss=0.07727, over 576036.22 frames. utt_duration=1416 frames, utt_pad_proportion=0.01818, over 1628.77 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2939, pruned_loss=0.0692, over 2313295.77 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06478, over 18170.27 utterances.], batch size: 55, lr: 7.38e-04
2022-08-21 23:49:37,014 INFO [train.py:927] (5/8) Epoch 4, batch 650, giga_loss[loss=0.2522, simple_loss=0.3326, pruned_loss=0.08588, over 12396.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06343, over 183.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3024, pruned_loss=0.07276, over 2378213.89 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06047, over 17902.46 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.32, pruned_loss=0.07751, over 604377.71 frames. utt_duration=1402 frames, utt_pad_proportion=0.02253, over 1726.05 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.2993, pruned_loss=0.07161, over 2347567.26 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06218, over 18753.86 utterances.], batch size: 183, lr: 7.37e-04
2022-08-21 23:51:21,899 INFO [train.py:927] (5/8) Epoch 4, batch 700, giga_loss[loss=0.2109, simple_loss=0.2997, pruned_loss=0.06108, over 12411.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03418, over 75.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3094, pruned_loss=0.07618, over 2400130.64 frames. utt_duration=521.7 frames, utt_pad_proportion=0.05836, over 18456.42 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3265, pruned_loss=0.0777, over 632501.33 frames. utt_duration=1410 frames, utt_pad_proportion=0.02174, over 1795.84 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3051, pruned_loss=0.07523, over 2374585.13 frames. utt_duration=493.9 frames, utt_pad_proportion=0.05999, over 19291.45 utterances.], batch size: 75, lr: 7.37e-04
2022-08-21 23:53:03,399 INFO [train.py:927] (5/8) Epoch 4, batch 750, giga_loss[loss=0.2987, simple_loss=0.3579, pruned_loss=0.1197, over 12395.00 frames. utt_duration=271 frames, utt_pad_proportion=0.06865, over 184.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3156, pruned_loss=0.07935, over 2416527.79 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0653, over 18950.22 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3276, pruned_loss=0.07788, over 695941.53 frames. utt_duration=1292 frames, utt_pad_proportion=0.05704, over 2157.19 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3115, pruned_loss=0.07858, over 2393955.04 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06365, over 19816.15 utterances.], batch size: 184, lr: 7.37e-04
2022-08-21 23:54:43,697 INFO [train.py:927] (5/8) Epoch 4, batch 800, giga_loss[loss=0.2337, simple_loss=0.3194, pruned_loss=0.07405, over 12373.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03089, over 58.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3178, pruned_loss=0.07964, over 2428669.49 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06069, over 18230.83 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3257, pruned_loss=0.07708, over 722300.55 frames. utt_duration=1302 frames, utt_pad_proportion=0.05489, over 2221.48 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3151, pruned_loss=0.07929, over 2410324.06 frames. utt_duration=506.6 frames, utt_pad_proportion=0.05976, over 19086.32 utterances.], batch size: 58, lr: 7.37e-04
2022-08-21 23:56:26,642 INFO [train.py:927] (5/8) Epoch 4, batch 850, giga_loss[loss=0.2214, simple_loss=0.3136, pruned_loss=0.06454, over 12381.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.317, pruned_loss=0.07791, over 2438083.09 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05755, over 17580.16 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3237, pruned_loss=0.07627, over 748349.63 frames. utt_duration=1308 frames, utt_pad_proportion=0.05365, over 2290.72 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3153, pruned_loss=0.07789, over 2423148.74 frames. utt_duration=528.1 frames, utt_pad_proportion=0.05708, over 18406.82 utterances.], batch size: 91, lr: 7.36e-04
2022-08-21 23:58:08,472 INFO [train.py:927] (5/8) Epoch 4, batch 900, libri_loss[loss=0.277, simple_loss=0.3449, pruned_loss=0.1046, over 12189.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.004792, over 33.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3173, pruned_loss=0.07826, over 2445558.06 frames. utt_duration=585.4 frames, utt_pad_proportion=0.05651, over 16754.18 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3223, pruned_loss=0.07643, over 807712.92 frames. utt_duration=1323 frames, utt_pad_proportion=0.05013, over 2444.93 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3161, pruned_loss=0.07823, over 2432646.19 frames. utt_duration=549.4 frames, utt_pad_proportion=0.05667, over 17759.26 utterances.], batch size: 33, lr: 7.36e-04
2022-08-21 23:59:52,569 INFO [train.py:927] (5/8) Epoch 4, batch 950, giga_loss[loss=0.2755, simple_loss=0.3495, pruned_loss=0.1007, over 12392.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04081, over 133.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3191, pruned_loss=0.08115, over 2451465.22 frames. utt_duration=605.8 frames, utt_pad_proportion=0.05336, over 16226.67 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3199, pruned_loss=0.07605, over 856452.70 frames. utt_duration=1344 frames, utt_pad_proportion=0.04743, over 2552.30 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3189, pruned_loss=0.08137, over 2440995.60 frames. utt_duration=565.3 frames, utt_pad_proportion=0.05408, over 17317.75 utterances.], batch size: 133, lr: 7.36e-04
2022-08-22 00:01:35,708 INFO [train.py:927] (5/8) Epoch 4, batch 1000, giga_loss[loss=0.2346, simple_loss=0.3125, pruned_loss=0.07833, over 12418.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03838, over 133.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3193, pruned_loss=0.08249, over 2455358.80 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05434, over 16571.75 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3199, pruned_loss=0.07611, over 911477.90 frames. utt_duration=1348 frames, utt_pad_proportion=0.04552, over 2707.64 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3191, pruned_loss=0.08287, over 2446977.39 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05521, over 17760.13 utterances.], batch size: 133, lr: 7.36e-04
2022-08-22 00:03:16,996 INFO [train.py:927] (5/8) Epoch 4, batch 1050, giga_loss[loss=0.2176, simple_loss=0.2978, pruned_loss=0.06873, over 12464.00 frames. utt_duration=1919 frames, utt_pad_proportion=0.03136, over 26.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.319, pruned_loss=0.08281, over 2459656.95 frames. utt_duration=580.6 frames, utt_pad_proportion=0.05632, over 16989.47 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.32, pruned_loss=0.07662, over 964989.94 frames. utt_duration=1302 frames, utt_pad_proportion=0.05549, over 2968.58 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3188, pruned_loss=0.08313, over 2452728.97 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05547, over 18155.50 utterances.], batch size: 26, lr: 7.36e-04
2022-08-22 00:04:59,656 INFO [train.py:927] (5/8) Epoch 4, batch 1100, giga_loss[loss=0.2265, simple_loss=0.3054, pruned_loss=0.07378, over 12372.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02785, over 91.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.317, pruned_loss=0.0817, over 2463479.81 frames. utt_duration=552 frames, utt_pad_proportion=0.06125, over 17899.74 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3209, pruned_loss=0.0776, over 1002325.05 frames. utt_duration=1308 frames, utt_pad_proportion=0.05272, over 3069.35 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3165, pruned_loss=0.08172, over 2457676.21 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06072, over 19050.15 utterances.], batch size: 91, lr: 7.35e-04
2022-08-22 00:06:45,674 INFO [train.py:927] (5/8) Epoch 4, batch 1150, giga_loss[loss=0.2262, simple_loss=0.2958, pruned_loss=0.07833, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03419, over 39.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.313, pruned_loss=0.0799, over 2465983.96 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06183, over 18577.15 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3205, pruned_loss=0.07727, over 1031568.27 frames. utt_duration=1311 frames, utt_pad_proportion=0.05085, over 3151.43 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3126, pruned_loss=0.08011, over 2461189.88 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06175, over 19696.43 utterances.], batch size: 39, lr: 7.35e-04
2022-08-22 00:08:29,964 INFO [train.py:927] (5/8) Epoch 4, batch 1200, giga_loss[loss=0.2391, simple_loss=0.3238, pruned_loss=0.07721, over 12423.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.0394, over 123.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3099, pruned_loss=0.07808, over 2467996.25 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06923, over 19379.62 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3217, pruned_loss=0.07791, over 1087580.83 frames. utt_duration=1316 frames, utt_pad_proportion=0.04745, over 3308.57 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3087, pruned_loss=0.07802, over 2464520.54 frames. utt_duration=476.7 frames, utt_pad_proportion=0.0695, over 20744.09 utterances.], batch size: 123, lr: 7.35e-04
2022-08-22 00:10:11,920 INFO [train.py:927] (5/8) Epoch 4, batch 1250, giga_loss[loss=0.2158, simple_loss=0.2955, pruned_loss=0.06809, over 12392.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05127, over 161.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3089, pruned_loss=0.07736, over 2468901.17 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06832, over 19061.16 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.321, pruned_loss=0.07749, over 1128134.89 frames. utt_duration=1292 frames, utt_pad_proportion=0.05513, over 3497.18 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3079, pruned_loss=0.07747, over 2466429.10 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06773, over 20401.78 utterances.], batch size: 161, lr: 7.35e-04
2022-08-22 00:11:54,703 INFO [train.py:927] (5/8) Epoch 4, batch 1300, giga_loss[loss=0.2011, simple_loss=0.2754, pruned_loss=0.06342, over 12302.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.0486, over 26.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3054, pruned_loss=0.07565, over 2469164.42 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06639, over 17661.54 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3209, pruned_loss=0.07733, over 1161290.34 frames. utt_duration=1295 frames, utt_pad_proportion=0.05288, over 3590.79 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3043, pruned_loss=0.07578, over 2467218.77 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06652, over 18985.40 utterances.], batch size: 26, lr: 7.34e-04
2022-08-22 00:13:36,100 INFO [train.py:927] (5/8) Epoch 4, batch 1350, giga_loss[loss=0.2166, simple_loss=0.2873, pruned_loss=0.07294, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03003, over 43.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3046, pruned_loss=0.07464, over 2469572.90 frames. utt_duration=573.7 frames, utt_pad_proportion=0.0647, over 17262.52 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3249, pruned_loss=0.07723, over 1180614.32 frames. utt_duration=1296 frames, utt_pad_proportion=0.05234, over 3648.54 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3017, pruned_loss=0.07475, over 2468238.06 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06508, over 18451.92 utterances.], batch size: 43, lr: 7.34e-04
2022-08-22 00:15:16,922 INFO [train.py:927] (5/8) Epoch 4, batch 1400, giga_loss[loss=0.2049, simple_loss=0.2839, pruned_loss=0.063, over 12425.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04192, over 146.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3025, pruned_loss=0.07429, over 2469892.49 frames. utt_duration=584.9 frames, utt_pad_proportion=0.06409, over 16933.49 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3244, pruned_loss=0.07739, over 1255514.93 frames. utt_duration=1306 frames, utt_pad_proportion=0.04842, over 3849.02 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.2992, pruned_loss=0.07414, over 2469096.73 frames. utt_duration=536.8 frames, utt_pad_proportion=0.0654, over 18449.12 utterances.], batch size: 146, lr: 7.34e-04
2022-08-22 00:16:59,721 INFO [train.py:927] (5/8) Epoch 4, batch 1450, giga_loss[loss=0.2197, simple_loss=0.2839, pruned_loss=0.07771, over 12475.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03165, over 40.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.2977, pruned_loss=0.07269, over 2471426.42 frames. utt_duration=587.5 frames, utt_pad_proportion=0.06205, over 16869.85 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3243, pruned_loss=0.07743, over 1267701.30 frames. utt_duration=1295 frames, utt_pad_proportion=0.04965, over 3921.30 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.2949, pruned_loss=0.07251, over 2470739.42 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06311, over 18115.13 utterances.], batch size: 40, lr: 7.34e-04
2022-08-22 00:18:40,213 INFO [train.py:927] (5/8) Epoch 4, batch 1500, giga_loss[loss=0.2043, simple_loss=0.2785, pruned_loss=0.06502, over 12413.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04617, over 31.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2948, pruned_loss=0.07164, over 2471210.16 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06588, over 17187.92 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3237, pruned_loss=0.07742, over 1297335.13 frames. utt_duration=1290 frames, utt_pad_proportion=0.04857, over 4026.38 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2922, pruned_loss=0.07137, over 2470808.51 frames. utt_duration=539 frames, utt_pad_proportion=0.06684, over 18385.55 utterances.], batch size: 31, lr: 7.33e-04
2022-08-22 00:20:28,645 INFO [train.py:927] (5/8) Epoch 4, batch 1550, giga_loss[loss=0.223, simple_loss=0.2838, pruned_loss=0.08111, over 12453.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03818, over 37.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2942, pruned_loss=0.07157, over 2470597.38 frames. utt_duration=588.9 frames, utt_pad_proportion=0.06581, over 16823.65 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3229, pruned_loss=0.07726, over 1326081.48 frames. utt_duration=1288 frames, utt_pad_proportion=0.04832, over 4123.80 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2919, pruned_loss=0.07129, over 2470552.34 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06683, over 17989.24 utterances.], batch size: 37, lr: 7.33e-04
2022-08-22 00:22:10,795 INFO [train.py:927] (5/8) Epoch 4, batch 1600, giga_loss[loss=0.2933, simple_loss=0.3609, pruned_loss=0.1129, over 12429.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03756, over 133.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.2993, pruned_loss=0.07478, over 2471297.61 frames. utt_duration=597.4 frames, utt_pad_proportion=0.06025, over 16587.73 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3218, pruned_loss=0.07683, over 1348534.00 frames. utt_duration=1294 frames, utt_pad_proportion=0.0471, over 4173.92 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.2974, pruned_loss=0.07468, over 2471510.22 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06174, over 17687.91 utterances.], batch size: 133, lr: 7.33e-04
2022-08-22 00:23:51,437 INFO [train.py:927] (5/8) Epoch 4, batch 1650, giga_loss[loss=0.2726, simple_loss=0.3473, pruned_loss=0.09895, over 12379.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07046, over 211.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3062, pruned_loss=0.07825, over 2471230.21 frames. utt_duration=568 frames, utt_pad_proportion=0.06238, over 17448.67 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3208, pruned_loss=0.07635, over 1397825.10 frames. utt_duration=1278 frames, utt_pad_proportion=0.05141, over 4380.04 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3045, pruned_loss=0.07839, over 2471613.08 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06277, over 18655.00 utterances.], batch size: 211, lr: 7.33e-04
2022-08-22 00:25:35,563 INFO [train.py:927] (5/8) Epoch 4, batch 1700, giga_loss[loss=0.2691, simple_loss=0.3488, pruned_loss=0.09463, over 12235.00 frames. utt_duration=1884 frames, utt_pad_proportion=0.04426, over 26.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3132, pruned_loss=0.08172, over 2471542.10 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06554, over 18150.18 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3199, pruned_loss=0.07606, over 1418988.59 frames. utt_duration=1282 frames, utt_pad_proportion=0.05063, over 4433.12 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3121, pruned_loss=0.08208, over 2471996.14 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06595, over 19321.72 utterances.], batch size: 26, lr: 7.33e-04
2022-08-22 00:27:17,359 INFO [train.py:927] (5/8) Epoch 4, batch 1750, giga_loss[loss=0.2308, simple_loss=0.3137, pruned_loss=0.07401, over 12007.00 frames. utt_duration=1923 frames, utt_pad_proportion=0.03389, over 25.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3182, pruned_loss=0.08446, over 2471602.94 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06935, over 18546.10 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3202, pruned_loss=0.07672, over 1445012.24 frames. utt_duration=1264 frames, utt_pad_proportion=0.05666, over 4576.89 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.317, pruned_loss=0.08455, over 2471979.93 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06831, over 19661.42 utterances.], batch size: 25, lr: 7.32e-04
2022-08-22 00:28:56,403 INFO [train.py:927] (5/8) Epoch 4, batch 1800, giga_loss[loss=0.2172, simple_loss=0.2991, pruned_loss=0.0676, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03052, over 55.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3151, pruned_loss=0.08119, over 2472033.31 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06607, over 18222.80 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3196, pruned_loss=0.07658, over 1475382.14 frames. utt_duration=1252 frames, utt_pad_proportion=0.06299, over 4719.79 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3144, pruned_loss=0.0815, over 2472373.40 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06408, over 19344.44 utterances.], batch size: 55, lr: 7.32e-04
2022-08-22 00:30:38,640 INFO [train.py:927] (5/8) Epoch 4, batch 1850, giga_loss[loss=0.2417, simple_loss=0.3117, pruned_loss=0.08579, over 12265.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.0286, over 42.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3168, pruned_loss=0.08101, over 2472943.12 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06475, over 18502.22 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3207, pruned_loss=0.07623, over 1495166.23 frames. utt_duration=1255 frames, utt_pad_proportion=0.06135, over 4770.02 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3156, pruned_loss=0.08151, over 2473239.48 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06361, over 19585.55 utterances.], batch size: 42, lr: 7.32e-04
2022-08-22 00:32:19,262 INFO [train.py:927] (5/8) Epoch 4, batch 1900, giga_loss[loss=0.2275, simple_loss=0.3096, pruned_loss=0.0727, over 12367.00 frames. utt_duration=670 frames, utt_pad_proportion=0.02471, over 74.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3192, pruned_loss=0.0828, over 2472975.33 frames. utt_duration=543 frames, utt_pad_proportion=0.06183, over 18266.08 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3208, pruned_loss=0.07621, over 1514451.13 frames. utt_duration=1260 frames, utt_pad_proportion=0.05978, over 4813.33 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3182, pruned_loss=0.08331, over 2473329.80 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06142, over 19337.85 utterances.], batch size: 74, lr: 7.32e-04
2022-08-22 00:34:03,163 INFO [train.py:927] (5/8) Epoch 4, batch 1950, giga_loss[loss=0.3135, simple_loss=0.3605, pruned_loss=0.1333, over 12380.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1008, over 257.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3213, pruned_loss=0.08414, over 2473597.03 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06377, over 17788.56 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3213, pruned_loss=0.07631, over 1547548.26 frames. utt_duration=1258 frames, utt_pad_proportion=0.05834, over 4928.08 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3202, pruned_loss=0.08472, over 2473862.24 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06372, over 18962.62 utterances.], batch size: 257, lr: 7.31e-04
2022-08-22 00:35:46,299 INFO [train.py:927] (5/8) Epoch 4, batch 2000, giga_loss[loss=0.2668, simple_loss=0.3407, pruned_loss=0.09646, over 12393.00 frames. utt_duration=311.1 frames, utt_pad_proportion=0.04561, over 160.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.321, pruned_loss=0.08403, over 2473546.02 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06653, over 17680.52 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3205, pruned_loss=0.07598, over 1566089.43 frames. utt_duration=1259 frames, utt_pad_proportion=0.05756, over 4981.15 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3205, pruned_loss=0.0848, over 2473625.59 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06657, over 18781.39 utterances.], batch size: 160, lr: 7.31e-04
2022-08-22 00:37:27,978 INFO [train.py:927] (5/8) Epoch 4, batch 2050, giga_loss[loss=0.2441, simple_loss=0.325, pruned_loss=0.08161, over 12373.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03069, over 58.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3218, pruned_loss=0.08378, over 2473715.74 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06453, over 16881.10 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3202, pruned_loss=0.07605, over 1588621.22 frames. utt_duration=1265 frames, utt_pad_proportion=0.05593, over 5028.22 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3216, pruned_loss=0.0845, over 2473722.08 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06518, over 17999.66 utterances.], batch size: 58, lr: 7.31e-04
2022-08-22 00:39:08,935 INFO [train.py:927] (5/8) Epoch 4, batch 2100, giga_loss[loss=0.2174, simple_loss=0.2995, pruned_loss=0.06768, over 12158.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03472, over 36.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3214, pruned_loss=0.08362, over 2473696.73 frames. utt_duration=617.2 frames, utt_pad_proportion=0.06009, over 16069.84 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3199, pruned_loss=0.07611, over 1623732.42 frames. utt_duration=1268 frames, utt_pad_proportion=0.05373, over 5128.39 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3215, pruned_loss=0.08447, over 2473399.50 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06161, over 17294.21 utterances.], batch size: 36, lr: 7.31e-04
2022-08-22 00:40:51,032 INFO [train.py:927] (5/8) Epoch 4, batch 2150, giga_loss[loss=0.2561, simple_loss=0.3339, pruned_loss=0.08917, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0271, over 45.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3197, pruned_loss=0.08284, over 2473437.14 frames. utt_duration=637.7 frames, utt_pad_proportion=0.05597, over 15550.85 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3194, pruned_loss=0.07591, over 1636241.52 frames. utt_duration=1271 frames, utt_pad_proportion=0.05283, over 5156.37 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3201, pruned_loss=0.08371, over 2473341.01 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05774, over 16626.37 utterances.], batch size: 45, lr: 7.31e-04
2022-08-22 00:42:32,759 INFO [train.py:927] (5/8) Epoch 4, batch 2200, giga_loss[loss=0.3113, simple_loss=0.375, pruned_loss=0.1238, over 12393.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04805, over 161.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3205, pruned_loss=0.08376, over 2473580.06 frames. utt_duration=631.2 frames, utt_pad_proportion=0.05748, over 15713.44 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3192, pruned_loss=0.07602, over 1665247.40 frames. utt_duration=1273 frames, utt_pad_proportion=0.05171, over 5238.56 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3209, pruned_loss=0.08461, over 2473363.52 frames. utt_duration=589 frames, utt_pad_proportion=0.05916, over 16839.80 utterances.], batch size: 161, lr: 7.30e-04
2022-08-22 00:44:15,074 INFO [train.py:927] (5/8) Epoch 4, batch 2250, giga_loss[loss=0.2006, simple_loss=0.2955, pruned_loss=0.05291, over 12383.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03006, over 58.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3204, pruned_loss=0.08352, over 2472721.14 frames. utt_duration=652.8 frames, utt_pad_proportion=0.05447, over 15186.82 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3187, pruned_loss=0.07584, over 1685134.58 frames. utt_duration=1277 frames, utt_pad_proportion=0.05037, over 5285.09 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3211, pruned_loss=0.08448, over 2472676.57 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05648, over 16272.55 utterances.], batch size: 58, lr: 7.30e-04
2022-08-22 00:45:56,202 INFO [train.py:927] (5/8) Epoch 4, batch 2300, giga_loss[loss=0.241, simple_loss=0.3214, pruned_loss=0.08032, over 12306.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.03619, over 51.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3207, pruned_loss=0.08319, over 2472671.03 frames. utt_duration=659.2 frames, utt_pad_proportion=0.05989, over 15038.01 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3202, pruned_loss=0.07639, over 1715741.77 frames. utt_duration=1268 frames, utt_pad_proportion=0.05476, over 5419.19 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3203, pruned_loss=0.08389, over 2472964.40 frames. utt_duration=613.4 frames, utt_pad_proportion=0.06008, over 16164.83 utterances.], batch size: 51, lr: 7.30e-04
2022-08-22 00:47:39,526 INFO [train.py:927] (5/8) Epoch 4, batch 2350, giga_loss[loss=0.2472, simple_loss=0.3152, pruned_loss=0.08964, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02764, over 48.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3186, pruned_loss=0.08252, over 2471941.04 frames. utt_duration=635.8 frames, utt_pad_proportion=0.06343, over 15588.72 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3201, pruned_loss=0.07627, over 1727014.68 frames. utt_duration=1269 frames, utt_pad_proportion=0.05449, over 5450.83 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3184, pruned_loss=0.08323, over 2472193.97 frames. utt_duration=598.1 frames, utt_pad_proportion=0.0635, over 16575.29 utterances.], batch size: 48, lr: 7.30e-04
2022-08-22 00:49:21,397 INFO [train.py:927] (5/8) Epoch 4, batch 2400, giga_loss[loss=0.2441, simple_loss=0.3242, pruned_loss=0.08201, over 12341.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03047, over 70.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3172, pruned_loss=0.08227, over 2472778.26 frames. utt_duration=641.1 frames, utt_pad_proportion=0.06028, over 15464.56 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3198, pruned_loss=0.07617, over 1741624.44 frames. utt_duration=1266 frames, utt_pad_proportion=0.05467, over 5507.15 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3171, pruned_loss=0.08303, over 2473165.09 frames. utt_duration=605.3 frames, utt_pad_proportion=0.06055, over 16383.14 utterances.], batch size: 70, lr: 7.29e-04
2022-08-22 00:51:03,839 INFO [train.py:927] (5/8) Epoch 4, batch 2450, giga_loss[loss=0.2047, simple_loss=0.2832, pruned_loss=0.06316, over 12369.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02826, over 70.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3153, pruned_loss=0.08184, over 2472319.62 frames. utt_duration=629.6 frames, utt_pad_proportion=0.05792, over 15745.74 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3194, pruned_loss=0.07624, over 1763137.80 frames. utt_duration=1277 frames, utt_pad_proportion=0.05337, over 5530.64 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3154, pruned_loss=0.08255, over 2472772.56 frames. utt_duration=592.9 frames, utt_pad_proportion=0.05868, over 16725.16 utterances.], batch size: 70, lr: 7.29e-04
2022-08-22 00:52:43,711 INFO [train.py:927] (5/8) Epoch 4, batch 2500, giga_loss[loss=0.1876, simple_loss=0.2759, pruned_loss=0.04972, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03491, over 28.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3119, pruned_loss=0.08025, over 2471535.92 frames. utt_duration=627 frames, utt_pad_proportion=0.05928, over 15805.96 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3189, pruned_loss=0.07609, over 1787664.21 frames. utt_duration=1269 frames, utt_pad_proportion=0.05668, over 5641.54 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3122, pruned_loss=0.08109, over 2471814.81 frames. utt_duration=589.2 frames, utt_pad_proportion=0.059, over 16823.53 utterances.], batch size: 28, lr: 7.29e-04
2022-08-22 00:54:26,935 INFO [train.py:927] (5/8) Epoch 4, batch 2550, giga_loss[loss=0.2261, simple_loss=0.302, pruned_loss=0.07503, over 12462.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03412, over 105.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3088, pruned_loss=0.07883, over 2470872.04 frames. utt_duration=643.4 frames, utt_pad_proportion=0.06063, over 15398.25 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3198, pruned_loss=0.07669, over 1800854.44 frames. utt_duration=1273 frames, utt_pad_proportion=0.05627, over 5667.47 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3083, pruned_loss=0.07918, over 2471444.31 frames. utt_duration=605.5 frames, utt_pad_proportion=0.06052, over 16366.42 utterances.], batch size: 105, lr: 7.29e-04
2022-08-22 00:56:09,220 INFO [train.py:927] (5/8) Epoch 4, batch 2600, giga_loss[loss=0.2239, simple_loss=0.3, pruned_loss=0.07391, over 12150.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.0395, over 28.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3125, pruned_loss=0.08026, over 2471780.64 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06611, over 16954.27 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3216, pruned_loss=0.07689, over 1804314.17 frames. utt_duration=1273 frames, utt_pad_proportion=0.05594, over 5678.13 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3108, pruned_loss=0.08041, over 2472126.55 frames. utt_duration=558.5 frames, utt_pad_proportion=0.0659, over 17754.33 utterances.], batch size: 28, lr: 7.28e-04
2022-08-22 00:57:50,113 INFO [train.py:927] (5/8) Epoch 4, batch 2650, giga_loss[loss=0.2271, simple_loss=0.2951, pruned_loss=0.07956, over 12399.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02574, over 48.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3124, pruned_loss=0.07948, over 2471687.60 frames. utt_duration=578.3 frames, utt_pad_proportion=0.0655, over 17140.14 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3217, pruned_loss=0.07714, over 1813848.15 frames. utt_duration=1276 frames, utt_pad_proportion=0.05509, over 5690.91 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3109, pruned_loss=0.07947, over 2472319.09 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06563, over 17904.71 utterances.], batch size: 48, lr: 7.28e-04
2022-08-22 00:59:29,486 INFO [train.py:927] (5/8) Epoch 4, batch 2700, giga_loss[loss=0.2477, simple_loss=0.3212, pruned_loss=0.08714, over 12425.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03595, over 86.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3118, pruned_loss=0.07878, over 2472700.80 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06081, over 17234.19 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3219, pruned_loss=0.07741, over 1820495.23 frames. utt_duration=1276 frames, utt_pad_proportion=0.05453, over 5714.94 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3103, pruned_loss=0.07862, over 2473120.11 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06127, over 17916.98 utterances.], batch size: 86, lr: 7.28e-04
2022-08-22 01:01:09,277 INFO [train.py:927] (5/8) Epoch 4, batch 2750, giga_loss[loss=0.2399, simple_loss=0.3121, pruned_loss=0.08384, over 12399.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03467, over 80.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3111, pruned_loss=0.07831, over 2472650.64 frames. utt_duration=588.4 frames, utt_pad_proportion=0.05804, over 16853.29 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3209, pruned_loss=0.07717, over 1839892.81 frames. utt_duration=1283 frames, utt_pad_proportion=0.05294, over 5745.07 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3103, pruned_loss=0.07838, over 2472920.97 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05908, over 17677.28 utterances.], batch size: 80, lr: 7.28e-04
2022-08-22 01:02:49,219 INFO [train.py:927] (5/8) Epoch 4, batch 2800, giga_loss[loss=0.2369, simple_loss=0.3237, pruned_loss=0.07505, over 12313.00 frames. utt_duration=705 frames, utt_pad_proportion=0.03294, over 70.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3116, pruned_loss=0.07849, over 2472469.18 frames. utt_duration=604.5 frames, utt_pad_proportion=0.05691, over 16399.99 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3207, pruned_loss=0.07724, over 1855117.00 frames. utt_duration=1288 frames, utt_pad_proportion=0.05162, over 5766.17 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3109, pruned_loss=0.07854, over 2473097.79 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05828, over 17295.62 utterances.], batch size: 70, lr: 7.28e-04
2022-08-22 01:04:31,085 INFO [train.py:927] (5/8) Epoch 4, batch 2850, giga_loss[loss=0.2291, simple_loss=0.3013, pruned_loss=0.07849, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03644, over 37.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3153, pruned_loss=0.08052, over 2472579.83 frames. utt_duration=583.6 frames, utt_pad_proportion=0.05921, over 16990.47 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.322, pruned_loss=0.07794, over 1872977.53 frames. utt_duration=1273 frames, utt_pad_proportion=0.05628, over 5890.30 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3137, pruned_loss=0.08012, over 2473491.72 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05874, over 17896.79 utterances.], batch size: 37, lr: 7.27e-04
2022-08-22 01:06:11,340 INFO [train.py:927] (5/8) Epoch 4, batch 2900, giga_loss[loss=0.2453, simple_loss=0.3253, pruned_loss=0.08263, over 12357.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02891, over 91.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3157, pruned_loss=0.08047, over 2472380.60 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06361, over 17241.81 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.322, pruned_loss=0.07796, over 1881734.59 frames. utt_duration=1276 frames, utt_pad_proportion=0.05542, over 5904.89 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3143, pruned_loss=0.08016, over 2473250.25 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06332, over 18095.54 utterances.], batch size: 91, lr: 7.27e-04
2022-08-22 01:07:51,622 INFO [train.py:927] (5/8) Epoch 4, batch 2950, giga_loss[loss=0.3302, simple_loss=0.3712, pruned_loss=0.1446, over 12377.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3162, pruned_loss=0.08114, over 2472988.99 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06211, over 17609.60 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3222, pruned_loss=0.07829, over 1887696.31 frames. utt_duration=1276 frames, utt_pad_proportion=0.05499, over 5925.82 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3148, pruned_loss=0.0807, over 2473612.42 frames. utt_duration=540.2 frames, utt_pad_proportion=0.0621, over 18366.64 utterances.], batch size: 257, lr: 7.27e-04
2022-08-22 01:09:32,414 INFO [train.py:927] (5/8) Epoch 4, batch 3000, giga_loss[loss=0.1995, simple_loss=0.285, pruned_loss=0.05707, over 12324.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03564, over 62.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3143, pruned_loss=0.08005, over 2473365.04 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05784, over 17692.46 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3234, pruned_loss=0.07896, over 1896492.24 frames. utt_duration=1275 frames, utt_pad_proportion=0.05418, over 5954.82 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3124, pruned_loss=0.07927, over 2473800.79 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05825, over 18419.56 utterances.], batch size: 62, lr: 7.27e-04
2022-08-22 01:09:32,415 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 01:09:46,048 INFO [train.py:967] (5/8) 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 01:11:23,141 INFO [train.py:927] (5/8) Epoch 4, batch 3050, giga_loss[loss=0.2325, simple_loss=0.3165, pruned_loss=0.07425, over 12351.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03239, over 58.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3151, pruned_loss=0.07958, over 2474087.24 frames. utt_duration=543 frames, utt_pad_proportion=0.05999, over 18276.35 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.323, pruned_loss=0.07889, over 1910587.74 frames. utt_duration=1275 frames, utt_pad_proportion=0.05382, over 6000.69 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3136, pruned_loss=0.07902, over 2474591.69 frames. utt_duration=520 frames, utt_pad_proportion=0.06037, over 19091.59 utterances.], batch size: 58, lr: 7.26e-04
2022-08-22 01:13:01,930 INFO [train.py:927] (5/8) Epoch 4, batch 3100, giga_loss[loss=0.2351, simple_loss=0.3069, pruned_loss=0.08166, over 12380.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03535, over 122.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3142, pruned_loss=0.07926, over 2473806.70 frames. utt_duration=542 frames, utt_pad_proportion=0.0618, over 18307.83 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3224, pruned_loss=0.07849, over 1921926.30 frames. utt_duration=1274 frames, utt_pad_proportion=0.05398, over 6040.27 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3133, pruned_loss=0.07911, over 2474066.26 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06203, over 19143.89 utterances.], batch size: 122, lr: 7.26e-04
2022-08-22 01:14:41,392 INFO [train.py:927] (5/8) Epoch 4, batch 3150, giga_loss[loss=0.2239, simple_loss=0.2877, pruned_loss=0.0801, over 12431.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04194, over 34.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3118, pruned_loss=0.07887, over 2473933.75 frames. utt_duration=573 frames, utt_pad_proportion=0.05843, over 17316.23 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3216, pruned_loss=0.07801, over 1942962.76 frames. utt_duration=1282 frames, utt_pad_proportion=0.05238, over 6067.97 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3113, pruned_loss=0.07913, over 2474735.82 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05935, over 18380.26 utterances.], batch size: 34, lr: 7.26e-04
2022-08-22 01:16:19,712 INFO [train.py:927] (5/8) Epoch 4, batch 3200, giga_loss[loss=0.2096, simple_loss=0.2951, pruned_loss=0.06204, over 12264.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.028, over 54.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3099, pruned_loss=0.07845, over 2472792.26 frames. utt_duration=582 frames, utt_pad_proportion=0.05842, over 17040.49 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3217, pruned_loss=0.07816, over 1961191.95 frames. utt_duration=1267 frames, utt_pad_proportion=0.05666, over 6198.30 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3091, pruned_loss=0.07859, over 2473521.27 frames. utt_duration=546.9 frames, utt_pad_proportion=0.05815, over 18139.76 utterances.], batch size: 54, lr: 7.26e-04
2022-08-22 01:17:59,520 INFO [train.py:927] (5/8) Epoch 4, batch 3250, giga_loss[loss=0.2374, simple_loss=0.3147, pruned_loss=0.08007, over 12391.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.059, over 182.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3084, pruned_loss=0.07798, over 2473267.01 frames. utt_duration=577.6 frames, utt_pad_proportion=0.06021, over 17171.78 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3219, pruned_loss=0.07812, over 1978443.39 frames. utt_duration=1258 frames, utt_pad_proportion=0.06002, over 6299.07 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3073, pruned_loss=0.07812, over 2474238.96 frames. utt_duration=541.7 frames, utt_pad_proportion=0.05877, over 18319.31 utterances.], batch size: 182, lr: 7.26e-04
2022-08-22 01:19:39,494 INFO [train.py:927] (5/8) Epoch 4, batch 3300, giga_loss[loss=0.2833, simple_loss=0.3434, pruned_loss=0.1116, over 12361.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3045, pruned_loss=0.07678, over 2472792.85 frames. utt_duration=571.8 frames, utt_pad_proportion=0.0601, over 17343.38 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3215, pruned_loss=0.07798, over 1990443.70 frames. utt_duration=1264 frames, utt_pad_proportion=0.05865, over 6306.51 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3036, pruned_loss=0.07698, over 2473801.45 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05939, over 18499.66 utterances.], batch size: 258, lr: 7.25e-04
2022-08-22 01:21:19,971 INFO [train.py:927] (5/8) Epoch 4, batch 3350, giga_loss[loss=0.2711, simple_loss=0.3488, pruned_loss=0.09666, over 12392.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06394, over 183.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3045, pruned_loss=0.07646, over 2473339.39 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05576, over 17060.96 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3212, pruned_loss=0.07816, over 1999981.82 frames. utt_duration=1269 frames, utt_pad_proportion=0.05757, over 6313.32 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3036, pruned_loss=0.07646, over 2474171.04 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05576, over 18155.36 utterances.], batch size: 183, lr: 7.25e-04
2022-08-22 01:23:00,481 INFO [train.py:927] (5/8) Epoch 4, batch 3400, libri_loss[loss=0.2037, simple_loss=0.2742, pruned_loss=0.06658, over 12210.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01002, over 29.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3077, pruned_loss=0.07723, over 2472869.95 frames. utt_duration=599.7 frames, utt_pad_proportion=0.052, over 16535.54 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3219, pruned_loss=0.0784, over 2013491.96 frames. utt_duration=1271 frames, utt_pad_proportion=0.05714, over 6345.02 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3061, pruned_loss=0.07705, over 2474025.33 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05234, over 17667.66 utterances.], batch size: 29, lr: 7.25e-04
2022-08-22 01:24:41,840 INFO [train.py:927] (5/8) Epoch 4, batch 3450, giga_loss[loss=0.2452, simple_loss=0.3214, pruned_loss=0.08451, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0395, over 105.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3107, pruned_loss=0.07872, over 2474050.81 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05237, over 16559.20 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3216, pruned_loss=0.07835, over 2020302.62 frames. utt_duration=1275 frames, utt_pad_proportion=0.05636, over 6345.84 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3095, pruned_loss=0.07861, over 2475016.37 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05282, over 17583.81 utterances.], batch size: 105, lr: 7.25e-04
2022-08-22 01:26:29,184 INFO [train.py:927] (5/8) Epoch 4, batch 3500, giga_loss[loss=0.2813, simple_loss=0.3455, pruned_loss=0.1086, over 12102.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03675, over 30.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3161, pruned_loss=0.0831, over 2473249.38 frames. utt_duration=588.6 frames, utt_pad_proportion=0.05604, over 16850.26 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3216, pruned_loss=0.07846, over 2027000.70 frames. utt_duration=1276 frames, utt_pad_proportion=0.05574, over 6360.60 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3151, pruned_loss=0.08296, over 2474091.53 frames. utt_duration=558 frames, utt_pad_proportion=0.05639, over 17783.43 utterances.], batch size: 30, lr: 7.24e-04
2022-08-22 01:28:17,201 INFO [train.py:927] (5/8) Epoch 4, batch 3550, giga_loss[loss=0.3458, simple_loss=0.3999, pruned_loss=0.1459, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06336, over 183.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3243, pruned_loss=0.08907, over 2473781.06 frames. utt_duration=542.8 frames, utt_pad_proportion=0.0603, over 18277.95 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3214, pruned_loss=0.07834, over 2035752.57 frames. utt_duration=1280 frames, utt_pad_proportion=0.05472, over 6368.30 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3236, pruned_loss=0.08917, over 2474515.85 frames. utt_duration=516.8 frames, utt_pad_proportion=0.0607, over 19207.46 utterances.], batch size: 183, lr: 7.24e-04
2022-08-22 01:30:03,323 INFO [train.py:927] (5/8) Epoch 4, batch 3600, giga_loss[loss=0.2606, simple_loss=0.3321, pruned_loss=0.09457, over 12461.00 frames. utt_duration=581 frames, utt_pad_proportion=0.0332, over 86.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3322, pruned_loss=0.09586, over 2474315.16 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06948, over 19609.14 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3224, pruned_loss=0.07843, over 2040073.03 frames. utt_duration=1283 frames, utt_pad_proportion=0.05452, over 6369.59 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.331, pruned_loss=0.096, over 2474943.39 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06949, over 20452.04 utterances.], batch size: 86, lr: 7.24e-04
2022-08-22 01:31:48,215 INFO [train.py:927] (5/8) Epoch 4, batch 3650, giga_loss[loss=0.3085, simple_loss=0.3654, pruned_loss=0.1258, over 12438.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05389, over 162.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3383, pruned_loss=0.1012, over 2474238.52 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07012, over 20352.72 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3226, pruned_loss=0.07854, over 2052617.02 frames. utt_duration=1283 frames, utt_pad_proportion=0.05412, over 6408.97 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3376, pruned_loss=0.1018, over 2475025.60 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07038, over 21371.70 utterances.], batch size: 162, lr: 7.24e-04
2022-08-22 01:33:35,689 INFO [train.py:927] (5/8) Epoch 4, batch 3700, giga_loss[loss=0.3227, simple_loss=0.3727, pruned_loss=0.1363, over 12412.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03894, over 133.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3438, pruned_loss=0.1065, over 2474780.31 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07345, over 20999.66 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3229, pruned_loss=0.07897, over 2063280.71 frames. utt_duration=1279 frames, utt_pad_proportion=0.05383, over 6459.04 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3434, pruned_loss=0.1072, over 2475216.72 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07373, over 22088.16 utterances.], batch size: 133, lr: 7.24e-04
2022-08-22 01:35:26,002 INFO [train.py:927] (5/8) Epoch 4, batch 3750, giga_loss[loss=0.3454, simple_loss=0.3719, pruned_loss=0.1594, over 12370.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2097, over 372.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3503, pruned_loss=0.1124, over 2474448.03 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08193, over 22538.95 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.323, pruned_loss=0.07924, over 2074925.13 frames. utt_duration=1284 frames, utt_pad_proportion=0.05237, over 6473.08 utterances.], giga_tot_loss[loss=0.2889, simple_loss=0.3505, pruned_loss=0.1137, over 2475313.58 frames. utt_duration=417.2 frames, utt_pad_proportion=0.08233, over 23816.38 utterances.], batch size: 372, lr: 7.23e-04
2022-08-22 01:37:13,186 INFO [train.py:927] (5/8) Epoch 4, batch 3800, giga_loss[loss=0.3211, simple_loss=0.3743, pruned_loss=0.134, over 12390.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.2889, simple_loss=0.3511, pruned_loss=0.1134, over 2474911.16 frames. utt_duration=442.8 frames, utt_pad_proportion=0.08172, over 22431.76 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.324, pruned_loss=0.07967, over 2084949.79 frames. utt_duration=1261 frames, utt_pad_proportion=0.05822, over 6621.72 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3512, pruned_loss=0.1148, over 2475490.25 frames. utt_duration=419.6 frames, utt_pad_proportion=0.08093, over 23681.83 utterances.], batch size: 133, lr: 7.23e-04
2022-08-22 01:38:56,299 INFO [train.py:927] (5/8) Epoch 4, batch 3850, giga_loss[loss=0.2411, simple_loss=0.3205, pruned_loss=0.08083, over 12287.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02807, over 45.00 utterances.], tot_loss[loss=0.2884, simple_loss=0.3517, pruned_loss=0.1125, over 2475254.86 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07681, over 21376.41 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3243, pruned_loss=0.07985, over 2092886.28 frames. utt_duration=1248 frames, utt_pad_proportion=0.06177, over 6713.77 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.352, pruned_loss=0.1141, over 2475539.89 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07564, over 22556.65 utterances.], batch size: 45, lr: 7.23e-04
2022-08-22 01:40:41,871 INFO [train.py:927] (5/8) Epoch 4, batch 3900, giga_loss[loss=0.2951, simple_loss=0.356, pruned_loss=0.1171, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05064, over 162.00 utterances.], tot_loss[loss=0.2878, simple_loss=0.3516, pruned_loss=0.112, over 2475158.22 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07595, over 21388.92 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3234, pruned_loss=0.07946, over 2100360.27 frames. utt_duration=1255 frames, utt_pad_proportion=0.06078, over 6701.57 utterances.], giga_tot_loss[loss=0.2907, simple_loss=0.3531, pruned_loss=0.1142, over 2475493.71 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0754, over 22606.69 utterances.], batch size: 162, lr: 7.23e-04
2022-08-22 01:42:28,294 INFO [train.py:927] (5/8) Epoch 4, batch 3950, giga_loss[loss=0.2862, simple_loss=0.3597, pruned_loss=0.1063, over 12263.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02974, over 42.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3508, pruned_loss=0.1084, over 2475197.92 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07292, over 20478.36 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3249, pruned_loss=0.07947, over 2107523.04 frames. utt_duration=1253 frames, utt_pad_proportion=0.06078, over 6738.33 utterances.], giga_tot_loss[loss=0.2862, simple_loss=0.3512, pruned_loss=0.1106, over 2475717.89 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07274, over 21673.30 utterances.], batch size: 42, lr: 7.23e-04
2022-08-22 01:44:14,137 INFO [train.py:927] (5/8) Epoch 4, batch 4000, libri_loss[loss=0.2232, simple_loss=0.3139, pruned_loss=0.06624, over 12440.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005947, over 32.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3486, pruned_loss=0.1062, over 2475112.24 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07114, over 20586.49 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3246, pruned_loss=0.07921, over 2114693.35 frames. utt_duration=1258 frames, utt_pad_proportion=0.0598, over 6734.54 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3496, pruned_loss=0.1087, over 2475650.90 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07144, over 21800.94 utterances.], batch size: 32, lr: 7.22e-04
2022-08-22 01:45:57,899 INFO [train.py:927] (5/8) Epoch 4, batch 4050, giga_loss[loss=0.2707, simple_loss=0.3399, pruned_loss=0.1007, over 12240.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.0374, over 28.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3468, pruned_loss=0.1054, over 2474470.93 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07214, over 20789.18 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3242, pruned_loss=0.07905, over 2121481.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.05879, over 6730.91 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.3483, pruned_loss=0.108, over 2475247.70 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07269, over 22012.75 utterances.], batch size: 28, lr: 7.22e-04
2022-08-22 01:47:49,644 INFO [train.py:927] (5/8) Epoch 4, batch 4100, libri_loss[loss=0.2866, simple_loss=0.3602, pruned_loss=0.1066, over 12345.00 frames. utt_duration=409.7 frames, utt_pad_proportion=0.3578, over 121.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3445, pruned_loss=0.1034, over 2474082.40 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07613, over 20859.62 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3243, pruned_loss=0.07917, over 2128469.75 frames. utt_duration=1239 frames, utt_pad_proportion=0.06526, over 6879.50 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.346, pruned_loss=0.1058, over 2474726.10 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07461, over 21953.13 utterances.], batch size: 121, lr: 7.22e-04
2022-08-22 01:49:35,661 INFO [train.py:927] (5/8) Epoch 4, batch 4150, giga_loss[loss=0.2646, simple_loss=0.342, pruned_loss=0.09356, over 12443.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04409, over 134.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3451, pruned_loss=0.1024, over 2474130.89 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07601, over 20951.00 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.324, pruned_loss=0.07902, over 2135216.30 frames. utt_duration=1241 frames, utt_pad_proportion=0.0641, over 6890.78 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.347, pruned_loss=0.1049, over 2474756.36 frames. utt_duration=450 frames, utt_pad_proportion=0.07517, over 22066.65 utterances.], batch size: 134, lr: 7.22e-04
2022-08-22 01:51:21,874 INFO [train.py:927] (5/8) Epoch 4, batch 4200, giga_loss[loss=0.3001, simple_loss=0.3616, pruned_loss=0.1193, over 12419.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06223, over 183.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.345, pruned_loss=0.1024, over 2474947.51 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07246, over 20712.27 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3244, pruned_loss=0.07929, over 2138798.13 frames. utt_duration=1237 frames, utt_pad_proportion=0.06454, over 6923.87 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3463, pruned_loss=0.1044, over 2475273.95 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07188, over 21680.24 utterances.], batch size: 183, lr: 7.21e-04
2022-08-22 01:53:06,806 INFO [train.py:927] (5/8) Epoch 4, batch 4250, libri_loss[loss=0.2874, simple_loss=0.3793, pruned_loss=0.09768, over 12440.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02137, over 43.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3445, pruned_loss=0.1023, over 2475423.29 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07303, over 20578.20 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3261, pruned_loss=0.07971, over 2145509.68 frames. utt_duration=1227 frames, utt_pad_proportion=0.06787, over 7004.24 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3446, pruned_loss=0.104, over 2475656.86 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07176, over 21536.52 utterances.], batch size: 43, lr: 7.21e-04
2022-08-22 01:54:54,691 INFO [train.py:927] (5/8) Epoch 4, batch 4300, giga_loss[loss=0.3015, simple_loss=0.3483, pruned_loss=0.1274, over 12394.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3421, pruned_loss=0.1006, over 2474743.96 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07075, over 19964.67 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3257, pruned_loss=0.07951, over 2151803.18 frames. utt_duration=1233 frames, utt_pad_proportion=0.06679, over 6990.21 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3428, pruned_loss=0.1025, over 2475172.24 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07011, over 20969.90 utterances.], batch size: 257, lr: 7.21e-04
2022-08-22 01:56:37,942 INFO [train.py:927] (5/8) Epoch 4, batch 4350, giga_loss[loss=0.2659, simple_loss=0.3269, pruned_loss=0.1024, over 12449.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.036, over 43.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3418, pruned_loss=0.09963, over 2474412.58 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07488, over 20314.06 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3266, pruned_loss=0.07987, over 2159837.24 frames. utt_duration=1231 frames, utt_pad_proportion=0.06563, over 7024.03 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.342, pruned_loss=0.1013, over 2474716.86 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07452, over 21366.63 utterances.], batch size: 43, lr: 7.21e-04
2022-08-22 01:58:25,427 INFO [train.py:927] (5/8) Epoch 4, batch 4400, giga_loss[loss=0.2971, simple_loss=0.3566, pruned_loss=0.1188, over 12395.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06949, over 211.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3397, pruned_loss=0.09923, over 2474387.41 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07568, over 20833.24 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3262, pruned_loss=0.07964, over 2165855.45 frames. utt_duration=1237 frames, utt_pad_proportion=0.06465, over 7014.60 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3405, pruned_loss=0.1011, over 2474853.59 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07572, over 21936.39 utterances.], batch size: 211, lr: 7.21e-04
2022-08-22 02:00:11,637 INFO [train.py:927] (5/8) Epoch 4, batch 4450, giga_loss[loss=0.2506, simple_loss=0.3208, pruned_loss=0.09023, over 12329.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.0345, over 51.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3378, pruned_loss=0.09882, over 2474373.22 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07003, over 19928.01 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3262, pruned_loss=0.07984, over 2171658.71 frames. utt_duration=1240 frames, utt_pad_proportion=0.06368, over 7012.43 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3386, pruned_loss=0.1005, over 2475005.89 frames. utt_duration=472 frames, utt_pad_proportion=0.07067, over 21039.15 utterances.], batch size: 51, lr: 7.20e-04
2022-08-22 02:01:54,706 INFO [train.py:927] (5/8) Epoch 4, batch 4500, giga_loss[loss=0.2675, simple_loss=0.3411, pruned_loss=0.09688, over 12389.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.03983, over 105.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3358, pruned_loss=0.09779, over 2474314.68 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06846, over 19719.40 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3256, pruned_loss=0.0796, over 2183240.97 frames. utt_duration=1246 frames, utt_pad_proportion=0.06185, over 7017.65 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3373, pruned_loss=0.09996, over 2475121.93 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06971, over 21067.67 utterances.], batch size: 105, lr: 7.20e-04
2022-08-22 02:03:42,001 INFO [train.py:927] (5/8) Epoch 4, batch 4550, giga_loss[loss=0.2262, simple_loss=0.3177, pruned_loss=0.06733, over 12110.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03647, over 30.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3338, pruned_loss=0.09723, over 2473476.77 frames. utt_duration=505 frames, utt_pad_proportion=0.0661, over 19646.47 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.325, pruned_loss=0.07953, over 2190254.16 frames. utt_duration=1252 frames, utt_pad_proportion=0.06064, over 7005.42 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3357, pruned_loss=0.09939, over 2474267.94 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06762, over 21003.87 utterances.], batch size: 30, lr: 7.20e-04
2022-08-22 02:05:25,619 INFO [train.py:927] (5/8) Epoch 4, batch 4600, giga_loss[loss=0.2598, simple_loss=0.3343, pruned_loss=0.09266, over 12386.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04493, over 146.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3335, pruned_loss=0.09649, over 2473445.67 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07262, over 20129.99 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3248, pruned_loss=0.07947, over 2194484.41 frames. utt_duration=1256 frames, utt_pad_proportion=0.0599, over 6996.39 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3352, pruned_loss=0.09847, over 2474066.59 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07365, over 21370.87 utterances.], batch size: 146, lr: 7.20e-04
2022-08-22 02:07:10,106 INFO [train.py:927] (5/8) Epoch 4, batch 4650, giga_loss[loss=0.2371, simple_loss=0.3165, pruned_loss=0.07887, over 12210.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03532, over 28.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3347, pruned_loss=0.09643, over 2473337.58 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07247, over 20277.18 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3258, pruned_loss=0.0794, over 2197211.16 frames. utt_duration=1256 frames, utt_pad_proportion=0.0594, over 7003.44 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3353, pruned_loss=0.09818, over 2473864.40 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07348, over 21363.01 utterances.], batch size: 28, lr: 7.19e-04
2022-08-22 02:08:55,419 INFO [train.py:927] (5/8) Epoch 4, batch 4700, giga_loss[loss=0.2778, simple_loss=0.3467, pruned_loss=0.1045, over 12317.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.03231, over 70.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3377, pruned_loss=0.09932, over 2473067.96 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07513, over 20536.56 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.326, pruned_loss=0.07942, over 2205200.08 frames. utt_duration=1258 frames, utt_pad_proportion=0.05831, over 7022.84 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3384, pruned_loss=0.1012, over 2473682.38 frames. utt_duration=456 frames, utt_pad_proportion=0.07627, over 21768.61 utterances.], batch size: 70, lr: 7.19e-04
2022-08-22 02:10:37,266 INFO [train.py:927] (5/8) Epoch 4, batch 4750, giga_loss[loss=0.2418, simple_loss=0.3138, pruned_loss=0.08488, over 12371.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03093, over 58.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3374, pruned_loss=0.1006, over 2473073.86 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07482, over 20563.44 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3255, pruned_loss=0.07926, over 2214266.65 frames. utt_duration=1261 frames, utt_pad_proportion=0.05696, over 7030.69 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3387, pruned_loss=0.103, over 2473718.16 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07632, over 21967.24 utterances.], batch size: 58, lr: 7.19e-04
2022-08-22 02:12:21,242 INFO [train.py:927] (5/8) Epoch 4, batch 4800, giga_loss[loss=0.283, simple_loss=0.3451, pruned_loss=0.1105, over 12412.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03892, over 133.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3373, pruned_loss=0.1014, over 2472387.34 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07536, over 20674.09 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3253, pruned_loss=0.07921, over 2216623.71 frames. utt_duration=1264 frames, utt_pad_proportion=0.05652, over 7023.40 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3386, pruned_loss=0.1034, over 2473068.90 frames. utt_duration=453.1 frames, utt_pad_proportion=0.0767, over 21902.71 utterances.], batch size: 133, lr: 7.19e-04
2022-08-22 02:14:03,094 INFO [train.py:927] (5/8) Epoch 4, batch 4850, giga_loss[loss=0.2412, simple_loss=0.3139, pruned_loss=0.08424, over 12449.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03699, over 123.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3386, pruned_loss=0.1012, over 2472777.11 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07988, over 21655.40 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3253, pruned_loss=0.07937, over 2224751.28 frames. utt_duration=1266 frames, utt_pad_proportion=0.0553, over 7040.29 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.34, pruned_loss=0.1034, over 2473957.54 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08118, over 23064.95 utterances.], batch size: 123, lr: 7.19e-04
2022-08-22 02:15:52,265 INFO [train.py:927] (5/8) Epoch 4, batch 4900, giga_loss[loss=0.2906, simple_loss=0.3466, pruned_loss=0.1173, over 12404.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.0503, over 161.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3366, pruned_loss=0.09977, over 2473415.43 frames. utt_duration=464.3 frames, utt_pad_proportion=0.0758, over 21378.64 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3261, pruned_loss=0.07943, over 2230798.01 frames. utt_duration=1264 frames, utt_pad_proportion=0.05513, over 7066.69 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3374, pruned_loss=0.102, over 2474485.83 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07734, over 22810.93 utterances.], batch size: 161, lr: 7.18e-04
2022-08-22 02:17:33,387 INFO [train.py:927] (5/8) Epoch 4, batch 4950, giga_loss[loss=0.2878, simple_loss=0.3536, pruned_loss=0.111, over 12374.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02727, over 91.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3362, pruned_loss=0.0999, over 2474108.74 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07318, over 20573.84 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3263, pruned_loss=0.07979, over 2238879.60 frames. utt_duration=1263 frames, utt_pad_proportion=0.05437, over 7098.78 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.337, pruned_loss=0.102, over 2475225.99 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07507, over 22140.55 utterances.], batch size: 91, lr: 7.18e-04
2022-08-22 02:19:22,306 INFO [train.py:927] (5/8) Epoch 4, batch 5000, giga_loss[loss=0.2436, simple_loss=0.3234, pruned_loss=0.08189, over 12280.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02745, over 42.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3387, pruned_loss=0.09976, over 2474013.36 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07155, over 20357.74 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.326, pruned_loss=0.07972, over 2239967.21 frames. utt_duration=1265 frames, utt_pad_proportion=0.0542, over 7091.29 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3396, pruned_loss=0.1016, over 2474968.86 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07323, over 21651.85 utterances.], batch size: 42, lr: 7.18e-04
2022-08-22 02:21:06,849 INFO [train.py:927] (5/8) Epoch 4, batch 5050, giga_loss[loss=0.3519, simple_loss=0.3835, pruned_loss=0.1601, over 12388.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3408, pruned_loss=0.1013, over 2473841.18 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07188, over 20673.24 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3256, pruned_loss=0.07982, over 2243115.50 frames. utt_duration=1268 frames, utt_pad_proportion=0.05357, over 7081.98 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3421, pruned_loss=0.1029, over 2474901.90 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07347, over 21890.70 utterances.], batch size: 259, lr: 7.18e-04
2022-08-22 02:22:52,347 INFO [train.py:927] (5/8) Epoch 4, batch 5100, giga_loss[loss=0.3039, simple_loss=0.3569, pruned_loss=0.1254, over 12384.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04495, over 146.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3415, pruned_loss=0.1024, over 2473067.73 frames. utt_duration=474 frames, utt_pad_proportion=0.07732, over 20935.37 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3257, pruned_loss=0.07997, over 2248787.03 frames. utt_duration=1267 frames, utt_pad_proportion=0.05275, over 7107.73 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3428, pruned_loss=0.1041, over 2473938.34 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07876, over 22207.30 utterances.], batch size: 146, lr: 7.18e-04
2022-08-22 02:24:35,597 INFO [train.py:927] (5/8) Epoch 4, batch 5150, giga_loss[loss=0.259, simple_loss=0.3271, pruned_loss=0.09541, over 12360.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02856, over 48.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.3397, pruned_loss=0.1024, over 2472443.97 frames. utt_duration=469.8 frames, utt_pad_proportion=0.08015, over 21114.97 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3251, pruned_loss=0.0796, over 2256136.79 frames. utt_duration=1270 frames, utt_pad_proportion=0.05155, over 7114.53 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3418, pruned_loss=0.1048, over 2473498.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08182, over 22583.57 utterances.], batch size: 48, lr: 7.17e-04
2022-08-22 02:26:18,166 INFO [train.py:927] (5/8) Epoch 4, batch 5200, giga_loss[loss=0.2157, simple_loss=0.297, pruned_loss=0.06718, over 12258.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03762, over 28.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3386, pruned_loss=0.1018, over 2471933.77 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07536, over 20358.30 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3254, pruned_loss=0.07976, over 2259224.90 frames. utt_duration=1258 frames, utt_pad_proportion=0.05678, over 7194.94 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3402, pruned_loss=0.1039, over 2472888.45 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07568, over 21630.24 utterances.], batch size: 28, lr: 7.17e-04
2022-08-22 02:28:03,442 INFO [train.py:927] (5/8) Epoch 4, batch 5250, libri_loss[loss=0.1818, simple_loss=0.2656, pruned_loss=0.04899, over 12397.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008748, over 30.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.338, pruned_loss=0.1023, over 2471739.85 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07501, over 20011.00 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3252, pruned_loss=0.07981, over 2264538.96 frames. utt_duration=1248 frames, utt_pad_proportion=0.06028, over 7267.72 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3397, pruned_loss=0.1044, over 2472441.88 frames. utt_duration=467 frames, utt_pad_proportion=0.07426, over 21243.13 utterances.], batch size: 30, lr: 7.17e-04
2022-08-22 02:29:48,120 INFO [train.py:927] (5/8) Epoch 4, batch 5300, giga_loss[loss=0.2752, simple_loss=0.3395, pruned_loss=0.1055, over 12391.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03003, over 97.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3369, pruned_loss=0.1017, over 2471826.25 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07287, over 20181.89 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3251, pruned_loss=0.07967, over 2267677.37 frames. utt_duration=1249 frames, utt_pad_proportion=0.05952, over 7270.72 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3385, pruned_loss=0.1038, over 2472339.65 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07271, over 21322.86 utterances.], batch size: 97, lr: 7.17e-04
2022-08-22 02:31:30,948 INFO [train.py:927] (5/8) Epoch 4, batch 5350, giga_loss[loss=0.3052, simple_loss=0.3603, pruned_loss=0.125, over 12426.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03751, over 86.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3388, pruned_loss=0.1019, over 2472572.15 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06913, over 19972.82 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3251, pruned_loss=0.07957, over 2272636.01 frames. utt_duration=1253 frames, utt_pad_proportion=0.05836, over 7261.92 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3404, pruned_loss=0.1042, over 2473073.43 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06965, over 21189.13 utterances.], batch size: 86, lr: 7.16e-04
2022-08-22 02:33:17,656 INFO [train.py:927] (5/8) Epoch 4, batch 5400, libri_loss[loss=0.2244, simple_loss=0.3056, pruned_loss=0.07165, over 12349.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005851, over 33.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3388, pruned_loss=0.1011, over 2473257.05 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06782, over 19441.25 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3252, pruned_loss=0.07939, over 2279270.34 frames. utt_duration=1260 frames, utt_pad_proportion=0.05671, over 7245.11 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3404, pruned_loss=0.1038, over 2473914.55 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06896, over 20831.75 utterances.], batch size: 33, lr: 7.16e-04
2022-08-22 02:35:00,467 INFO [train.py:927] (5/8) Epoch 4, batch 5450, giga_loss[loss=0.3283, simple_loss=0.3741, pruned_loss=0.1412, over 12373.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05226, over 161.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3418, pruned_loss=0.1014, over 2473302.16 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07152, over 20026.22 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3252, pruned_loss=0.07939, over 2284990.23 frames. utt_duration=1265 frames, utt_pad_proportion=0.05537, over 7234.90 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3434, pruned_loss=0.104, over 2473847.81 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07265, over 21455.83 utterances.], batch size: 161, lr: 7.16e-04
2022-08-22 02:36:42,625 INFO [train.py:927] (5/8) Epoch 4, batch 5500, giga_loss[loss=0.354, simple_loss=0.3961, pruned_loss=0.156, over 12375.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3438, pruned_loss=0.1027, over 2472556.19 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07051, over 19596.11 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3246, pruned_loss=0.07928, over 2289324.88 frames. utt_duration=1271 frames, utt_pad_proportion=0.05431, over 7212.23 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.346, pruned_loss=0.1054, over 2473286.80 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07193, over 21032.72 utterances.], batch size: 182, lr: 7.16e-04
2022-08-22 02:38:29,600 INFO [train.py:927] (5/8) Epoch 4, batch 5550, giga_loss[loss=0.2657, simple_loss=0.3313, pruned_loss=0.1001, over 12373.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03079, over 97.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3449, pruned_loss=0.1045, over 2472491.89 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06975, over 19916.75 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.324, pruned_loss=0.07911, over 2292883.64 frames. utt_duration=1274 frames, utt_pad_proportion=0.05374, over 7210.12 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3475, pruned_loss=0.1072, over 2473132.91 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07122, over 21293.90 utterances.], batch size: 97, lr: 7.16e-04
2022-08-22 02:40:09,754 INFO [train.py:927] (5/8) Epoch 4, batch 5600, giga_loss[loss=0.2765, simple_loss=0.3426, pruned_loss=0.1052, over 12458.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03316, over 86.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3448, pruned_loss=0.1043, over 2473305.55 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07217, over 20532.77 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3238, pruned_loss=0.07908, over 2296636.85 frames. utt_duration=1274 frames, utt_pad_proportion=0.0532, over 7216.91 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3474, pruned_loss=0.107, over 2473646.92 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07345, over 21862.84 utterances.], batch size: 86, lr: 7.15e-04
2022-08-22 02:41:52,816 INFO [train.py:927] (5/8) Epoch 4, batch 5650, libri_loss[loss=0.2296, simple_loss=0.3063, pruned_loss=0.07646, over 12185.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006272, over 33.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3437, pruned_loss=0.1026, over 2472911.55 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07291, over 20335.61 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3227, pruned_loss=0.07848, over 2302884.03 frames. utt_duration=1286 frames, utt_pad_proportion=0.05194, over 7172.21 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3476, pruned_loss=0.1062, over 2473875.15 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07453, over 21969.22 utterances.], batch size: 33, lr: 7.15e-04
2022-08-22 02:43:35,662 INFO [train.py:927] (5/8) Epoch 4, batch 5700, giga_loss[loss=0.2539, simple_loss=0.331, pruned_loss=0.08838, over 12429.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03652, over 31.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3438, pruned_loss=0.1026, over 2472683.57 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07427, over 20227.40 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3224, pruned_loss=0.07828, over 2309220.70 frames. utt_duration=1277 frames, utt_pad_proportion=0.0549, over 7240.69 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.348, pruned_loss=0.1066, over 2473786.64 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07481, over 21951.77 utterances.], batch size: 31, lr: 7.15e-04
2022-08-22 02:45:17,470 INFO [train.py:927] (5/8) Epoch 4, batch 5750, giga_loss[loss=0.249, simple_loss=0.3174, pruned_loss=0.09032, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02907, over 45.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3409, pruned_loss=0.1014, over 2472550.33 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07332, over 20277.68 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3214, pruned_loss=0.07783, over 2313165.91 frames. utt_duration=1283 frames, utt_pad_proportion=0.05388, over 7221.96 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3455, pruned_loss=0.1054, over 2473522.62 frames. utt_duration=452 frames, utt_pad_proportion=0.07425, over 21962.25 utterances.], batch size: 45, lr: 7.15e-04
2022-08-22 02:47:02,104 INFO [train.py:927] (5/8) Epoch 4, batch 5800, giga_loss[loss=0.2918, simple_loss=0.34, pruned_loss=0.1218, over 12355.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2077, over 371.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3389, pruned_loss=0.1017, over 2472611.12 frames. utt_duration=463.5 frames, utt_pad_proportion=0.08141, over 21408.49 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3202, pruned_loss=0.0773, over 2316740.76 frames. utt_duration=1289 frames, utt_pad_proportion=0.05349, over 7196.58 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3441, pruned_loss=0.106, over 2473743.63 frames. utt_duration=430.4 frames, utt_pad_proportion=0.0818, over 23071.54 utterances.], batch size: 371, lr: 7.15e-04
2022-08-22 02:48:45,347 INFO [train.py:927] (5/8) Epoch 4, batch 5850, giga_loss[loss=0.2757, simple_loss=0.3421, pruned_loss=0.1047, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04155, over 34.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3388, pruned_loss=0.1017, over 2472796.42 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07885, over 20692.04 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3204, pruned_loss=0.07712, over 2323271.74 frames. utt_duration=1295 frames, utt_pad_proportion=0.052, over 7183.02 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3436, pruned_loss=0.1064, over 2474030.56 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08019, over 22645.67 utterances.], batch size: 34, lr: 7.14e-04
2022-08-22 02:50:23,127 INFO [train.py:927] (5/8) Epoch 4, batch 5900, giga_loss[loss=0.2272, simple_loss=0.2932, pruned_loss=0.0806, over 12342.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2064, over 370.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3347, pruned_loss=0.09776, over 2473098.79 frames. utt_duration=479 frames, utt_pad_proportion=0.07767, over 20716.69 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3198, pruned_loss=0.07703, over 2326924.19 frames. utt_duration=1288 frames, utt_pad_proportion=0.05593, over 7237.00 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3394, pruned_loss=0.102, over 2474143.81 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07794, over 22539.24 utterances.], batch size: 370, lr: 7.14e-04
2022-08-22 02:52:08,689 INFO [train.py:927] (5/8) Epoch 4, batch 5950, giga_loss[loss=0.3618, simple_loss=0.3818, pruned_loss=0.1709, over 12390.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3336, pruned_loss=0.09719, over 2473388.63 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07689, over 20680.61 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.32, pruned_loss=0.07715, over 2327620.56 frames. utt_duration=1283 frames, utt_pad_proportion=0.05683, over 7267.81 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3372, pruned_loss=0.1005, over 2474234.37 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07697, over 22135.59 utterances.], batch size: 257, lr: 7.14e-04
2022-08-22 02:53:53,226 INFO [train.py:927] (5/8) Epoch 4, batch 6000, giga_loss[loss=0.2861, simple_loss=0.3322, pruned_loss=0.12, over 12353.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2021, over 368.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3313, pruned_loss=0.09671, over 2473742.42 frames. utt_duration=472.5 frames, utt_pad_proportion=0.0794, over 21005.81 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3201, pruned_loss=0.0772, over 2331347.43 frames. utt_duration=1285 frames, utt_pad_proportion=0.0557, over 7268.23 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3343, pruned_loss=0.09977, over 2474309.37 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07983, over 22476.70 utterances.], batch size: 368, lr: 7.14e-04
2022-08-22 02:53:53,228 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 02:54:06,244 INFO [train.py:967] (5/8) 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] (5/8) Epoch 4, batch 6050, giga_loss[loss=0.293, simple_loss=0.3596, pruned_loss=0.1132, over 12389.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04031, over 133.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.332, pruned_loss=0.09662, over 2474328.67 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07869, over 20910.56 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3201, pruned_loss=0.07721, over 2333716.33 frames. utt_duration=1283 frames, utt_pad_proportion=0.05512, over 7285.08 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3346, pruned_loss=0.09932, over 2474546.67 frames. utt_duration=446.2 frames, utt_pad_proportion=0.0794, over 22255.35 utterances.], batch size: 133, lr: 7.14e-04
2022-08-22 02:57:33,174 INFO [train.py:927] (5/8) Epoch 4, batch 6100, giga_loss[loss=0.2477, simple_loss=0.3193, pruned_loss=0.08802, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02789, over 45.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3314, pruned_loss=0.09585, over 2473769.67 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07224, over 19677.61 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.32, pruned_loss=0.07722, over 2338595.86 frames. utt_duration=1286 frames, utt_pad_proportion=0.0534, over 7280.51 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3341, pruned_loss=0.09875, over 2474550.49 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07404, over 21256.51 utterances.], batch size: 45, lr: 7.13e-04
2022-08-22 02:59:15,930 INFO [train.py:927] (5/8) Epoch 4, batch 6150, giga_loss[loss=0.2683, simple_loss=0.3366, pruned_loss=0.09999, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04065, over 113.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3335, pruned_loss=0.09669, over 2474425.36 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06851, over 19405.06 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.321, pruned_loss=0.07758, over 2344150.14 frames. utt_duration=1273 frames, utt_pad_proportion=0.05661, over 7374.87 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3351, pruned_loss=0.09942, over 2474842.56 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06937, over 21056.50 utterances.], batch size: 113, lr: 7.13e-04
2022-08-22 03:01:03,315 INFO [train.py:927] (5/8) Epoch 4, batch 6200, giga_loss[loss=0.2904, simple_loss=0.3575, pruned_loss=0.1116, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02949, over 45.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3368, pruned_loss=0.09856, over 2474245.36 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06814, over 19543.64 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3217, pruned_loss=0.07765, over 2347421.71 frames. utt_duration=1275 frames, utt_pad_proportion=0.0555, over 7374.39 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3379, pruned_loss=0.1011, over 2474537.45 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06931, over 21141.69 utterances.], batch size: 45, lr: 7.13e-04
2022-08-22 03:02:45,895 INFO [train.py:927] (5/8) Epoch 4, batch 6250, giga_loss[loss=0.2789, simple_loss=0.3482, pruned_loss=0.1048, over 12465.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03412, over 105.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3388, pruned_loss=0.1, over 2474839.21 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06299, over 19141.75 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3218, pruned_loss=0.07776, over 2351134.66 frames. utt_duration=1277 frames, utt_pad_proportion=0.05414, over 7371.17 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.34, pruned_loss=0.1026, over 2475111.34 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06484, over 20749.89 utterances.], batch size: 105, lr: 7.13e-04
2022-08-22 03:04:27,495 INFO [train.py:927] (5/8) Epoch 4, batch 6300, giga_loss[loss=0.2478, simple_loss=0.3268, pruned_loss=0.08447, over 12445.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03179, over 75.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3403, pruned_loss=0.1002, over 2475322.43 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06431, over 19798.34 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3219, pruned_loss=0.07791, over 2354782.76 frames. utt_duration=1280 frames, utt_pad_proportion=0.05283, over 7366.10 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3417, pruned_loss=0.1027, over 2475564.61 frames. utt_duration=463.5 frames, utt_pad_proportion=0.06619, over 21431.01 utterances.], batch size: 75, lr: 7.12e-04
2022-08-22 03:06:08,517 INFO [train.py:927] (5/8) Epoch 4, batch 6350, giga_loss[loss=0.2629, simple_loss=0.3289, pruned_loss=0.0984, over 12345.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03276, over 97.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3416, pruned_loss=0.1021, over 2475721.60 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06639, over 20903.72 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3219, pruned_loss=0.07791, over 2357172.82 frames. utt_duration=1280 frames, utt_pad_proportion=0.05202, over 7372.63 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3431, pruned_loss=0.1046, over 2475929.31 frames. utt_duration=442.9 frames, utt_pad_proportion=0.06804, over 22434.54 utterances.], batch size: 97, lr: 7.12e-04
2022-08-22 03:07:49,456 INFO [train.py:927] (5/8) Epoch 4, batch 6400, giga_loss[loss=0.2614, simple_loss=0.3292, pruned_loss=0.09682, over 12361.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02887, over 66.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3399, pruned_loss=0.101, over 2475166.53 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06672, over 20915.51 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3217, pruned_loss=0.07771, over 2361374.52 frames. utt_duration=1283 frames, utt_pad_proportion=0.05078, over 7370.86 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.342, pruned_loss=0.104, over 2475738.97 frames. utt_duration=438.8 frames, utt_pad_proportion=0.06858, over 22642.75 utterances.], batch size: 66, lr: 7.12e-04
2022-08-22 03:09:29,764 INFO [train.py:927] (5/8) Epoch 4, batch 6450, giga_loss[loss=0.2483, simple_loss=0.3256, pruned_loss=0.0855, over 12415.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03704, over 113.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.338, pruned_loss=0.1004, over 2475408.64 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06572, over 20591.74 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3211, pruned_loss=0.07758, over 2365716.15 frames. utt_duration=1289 frames, utt_pad_proportion=0.04927, over 7348.19 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3408, pruned_loss=0.1037, over 2476034.63 frames. utt_duration=441.9 frames, utt_pad_proportion=0.06793, over 22484.92 utterances.], batch size: 113, lr: 7.12e-04
2022-08-22 03:11:09,985 INFO [train.py:927] (5/8) Epoch 4, batch 6500, giga_loss[loss=0.2538, simple_loss=0.3249, pruned_loss=0.09136, over 12466.00 frames. utt_duration=703.8 frames, utt_pad_proportion=0.03054, over 71.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3385, pruned_loss=0.102, over 2474965.50 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06969, over 20748.22 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.321, pruned_loss=0.07768, over 2368892.12 frames. utt_duration=1292 frames, utt_pad_proportion=0.04809, over 7343.71 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3412, pruned_loss=0.1052, over 2475552.61 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07164, over 22623.18 utterances.], batch size: 71, lr: 7.12e-04
2022-08-22 03:12:48,939 INFO [train.py:927] (5/8) Epoch 4, batch 6550, giga_loss[loss=0.3175, simple_loss=0.3684, pruned_loss=0.1333, over 12418.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07591, over 213.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3397, pruned_loss=0.1029, over 2475425.41 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07008, over 21098.95 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3212, pruned_loss=0.07764, over 2371810.26 frames. utt_duration=1293 frames, utt_pad_proportion=0.04729, over 7348.11 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3421, pruned_loss=0.106, over 2475646.49 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07197, over 22878.12 utterances.], batch size: 213, lr: 7.11e-04
2022-08-22 03:14:32,616 INFO [train.py:927] (5/8) Epoch 4, batch 6600, libri_loss[loss=0.1984, simple_loss=0.2777, pruned_loss=0.0595, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006163, over 31.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3404, pruned_loss=0.1039, over 2474829.80 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07541, over 21282.22 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3209, pruned_loss=0.07736, over 2374265.91 frames. utt_duration=1284 frames, utt_pad_proportion=0.05081, over 7402.37 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3431, pruned_loss=0.1074, over 2475554.23 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07594, over 23047.75 utterances.], batch size: 31, lr: 7.11e-04
2022-08-22 03:16:14,556 INFO [train.py:927] (5/8) Epoch 4, batch 6650, giga_loss[loss=0.3061, simple_loss=0.3585, pruned_loss=0.1268, over 12402.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05671, over 162.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.34, pruned_loss=0.1032, over 2474092.86 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07474, over 21147.94 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3208, pruned_loss=0.07722, over 2377653.28 frames. utt_duration=1286 frames, utt_pad_proportion=0.04954, over 7403.38 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3431, pruned_loss=0.1072, over 2475202.07 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07583, over 23089.24 utterances.], batch size: 162, lr: 7.11e-04
2022-08-22 03:17:59,126 INFO [train.py:927] (5/8) Epoch 4, batch 6700, giga_loss[loss=0.3469, simple_loss=0.3864, pruned_loss=0.1537, over 12410.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04986, over 161.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3407, pruned_loss=0.1039, over 2474749.51 frames. utt_duration=465.9 frames, utt_pad_proportion=0.0708, over 21315.50 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3201, pruned_loss=0.07687, over 2379511.24 frames. utt_duration=1290 frames, utt_pad_proportion=0.04881, over 7384.42 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.344, pruned_loss=0.1078, over 2475711.86 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07228, over 23118.93 utterances.], batch size: 161, lr: 7.11e-04
2022-08-22 03:19:39,627 INFO [train.py:927] (5/8) Epoch 4, batch 6750, libri_loss[loss=0.2194, simple_loss=0.3017, pruned_loss=0.06858, over 12190.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005278, over 33.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3417, pruned_loss=0.1049, over 2474474.00 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07099, over 21110.53 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3202, pruned_loss=0.07699, over 2384196.79 frames. utt_duration=1293 frames, utt_pad_proportion=0.0472, over 7387.01 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3454, pruned_loss=0.1092, over 2475223.93 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07296, over 23236.47 utterances.], batch size: 33, lr: 7.11e-04
2022-08-22 03:21:23,208 INFO [train.py:927] (5/8) Epoch 4, batch 6800, giga_loss[loss=0.2428, simple_loss=0.3255, pruned_loss=0.08004, over 12426.00 frames. utt_duration=579.6 frames, utt_pad_proportion=0.03558, over 86.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3419, pruned_loss=0.1045, over 2473563.79 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07504, over 21397.25 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.32, pruned_loss=0.07708, over 2385119.23 frames. utt_duration=1296 frames, utt_pad_proportion=0.0467, over 7372.28 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3453, pruned_loss=0.1083, over 2474544.82 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07655, over 23290.04 utterances.], batch size: 86, lr: 7.10e-04
2022-08-22 03:23:06,864 INFO [train.py:927] (5/8) Epoch 4, batch 6850, giga_loss[loss=0.2551, simple_loss=0.33, pruned_loss=0.09013, over 12354.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03341, over 104.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3418, pruned_loss=0.1044, over 2473603.15 frames. utt_duration=450.4 frames, utt_pad_proportion=0.0747, over 22041.34 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3203, pruned_loss=0.07713, over 2387388.31 frames. utt_duration=1297 frames, utt_pad_proportion=0.04577, over 7370.92 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3448, pruned_loss=0.1079, over 2474315.97 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07632, over 23853.67 utterances.], batch size: 104, lr: 7.10e-04
2022-08-22 03:24:47,215 INFO [train.py:927] (5/8) Epoch 4, batch 6900, giga_loss[loss=0.2428, simple_loss=0.3173, pruned_loss=0.08412, over 12433.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03943, over 37.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.342, pruned_loss=0.1031, over 2473802.88 frames. utt_duration=470 frames, utt_pad_proportion=0.07031, over 21120.76 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3211, pruned_loss=0.07706, over 2388431.98 frames. utt_duration=1300 frames, utt_pad_proportion=0.04526, over 7357.44 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3439, pruned_loss=0.1064, over 2474588.60 frames. utt_duration=436.5 frames, utt_pad_proportion=0.0722, over 22753.79 utterances.], batch size: 37, lr: 7.10e-04
2022-08-22 03:26:31,821 INFO [train.py:927] (5/8) Epoch 4, batch 6950, giga_loss[loss=0.2771, simple_loss=0.34, pruned_loss=0.1072, over 12404.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04386, over 146.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3414, pruned_loss=0.1033, over 2473756.80 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06596, over 20861.88 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3211, pruned_loss=0.07721, over 2391415.97 frames. utt_duration=1303 frames, utt_pad_proportion=0.04386, over 7352.17 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.3437, pruned_loss=0.1067, over 2474747.85 frames. utt_duration=437.8 frames, utt_pad_proportion=0.06847, over 22684.85 utterances.], batch size: 146, lr: 7.10e-04
2022-08-22 03:28:15,910 INFO [train.py:927] (5/8) Epoch 4, batch 7000, giga_loss[loss=0.2517, simple_loss=0.3167, pruned_loss=0.09338, over 12324.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03069, over 48.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3436, pruned_loss=0.106, over 2473475.41 frames. utt_duration=450.6 frames, utt_pad_proportion=0.073, over 22027.35 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3212, pruned_loss=0.07737, over 2391980.00 frames. utt_duration=1290 frames, utt_pad_proportion=0.04799, over 7424.67 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3455, pruned_loss=0.1088, over 2474461.13 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07354, over 23513.01 utterances.], batch size: 48, lr: 7.10e-04
2022-08-22 03:29:59,144 INFO [train.py:927] (5/8) Epoch 4, batch 7050, giga_loss[loss=0.2713, simple_loss=0.3427, pruned_loss=0.09998, over 12405.00 frames. utt_duration=271.4 frames, utt_pad_proportion=0.06746, over 184.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.3427, pruned_loss=0.1058, over 2473497.95 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07611, over 22053.55 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3205, pruned_loss=0.07698, over 2394499.18 frames. utt_duration=1284 frames, utt_pad_proportion=0.05098, over 7469.23 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3456, pruned_loss=0.1093, over 2474574.77 frames. utt_duration=419.5 frames, utt_pad_proportion=0.07576, over 23679.91 utterances.], batch size: 184, lr: 7.09e-04
2022-08-22 03:31:39,030 INFO [train.py:927] (5/8) Epoch 4, batch 7100, giga_loss[loss=0.2947, simple_loss=0.3547, pruned_loss=0.1173, over 12396.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3424, pruned_loss=0.105, over 2474617.74 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07588, over 21932.36 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3208, pruned_loss=0.07737, over 2397315.41 frames. utt_duration=1272 frames, utt_pad_proportion=0.05418, over 7548.46 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3451, pruned_loss=0.1084, over 2475418.98 frames. utt_duration=420.6 frames, utt_pad_proportion=0.07509, over 23624.08 utterances.], batch size: 183, lr: 7.09e-04
2022-08-22 03:33:21,594 INFO [train.py:927] (5/8) Epoch 4, batch 7150, giga_loss[loss=0.283, simple_loss=0.3514, pruned_loss=0.1073, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04392, over 146.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.3427, pruned_loss=0.1052, over 2474929.82 frames. utt_duration=444 frames, utt_pad_proportion=0.07705, over 22371.15 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3208, pruned_loss=0.07741, over 2398699.79 frames. utt_duration=1270 frames, utt_pad_proportion=0.05383, over 7565.48 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3453, pruned_loss=0.1083, over 2475695.73 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07658, over 23951.54 utterances.], batch size: 146, lr: 7.09e-04
2022-08-22 03:35:07,461 INFO [train.py:927] (5/8) Epoch 4, batch 7200, giga_loss[loss=0.2206, simple_loss=0.2875, pruned_loss=0.07684, over 12188.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03554, over 28.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3397, pruned_loss=0.104, over 2474265.89 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07439, over 21496.15 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3202, pruned_loss=0.07724, over 2400153.76 frames. utt_duration=1275 frames, utt_pad_proportion=0.05286, over 7536.66 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.3427, pruned_loss=0.1072, over 2475283.27 frames. utt_duration=430 frames, utt_pad_proportion=0.0746, over 23106.12 utterances.], batch size: 28, lr: 7.09e-04
2022-08-22 03:36:50,622 INFO [train.py:927] (5/8) Epoch 4, batch 7250, giga_loss[loss=0.2333, simple_loss=0.3024, pruned_loss=0.08212, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04699, over 34.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3357, pruned_loss=0.1017, over 2474411.49 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07583, over 21185.73 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3201, pruned_loss=0.07719, over 2400815.50 frames. utt_duration=1278 frames, utt_pad_proportion=0.05234, over 7520.76 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3384, pruned_loss=0.1047, over 2475648.20 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07617, over 22670.13 utterances.], batch size: 34, lr: 7.09e-04
2022-08-22 03:38:35,034 INFO [train.py:927] (5/8) Epoch 4, batch 7300, giga_loss[loss=0.2649, simple_loss=0.3365, pruned_loss=0.09668, over 12140.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.03965, over 33.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3345, pruned_loss=0.1012, over 2473827.31 frames. utt_duration=478 frames, utt_pad_proportion=0.07487, over 20764.60 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3201, pruned_loss=0.07737, over 2402952.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.05204, over 7533.42 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.337, pruned_loss=0.104, over 2474846.91 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07545, over 22290.49 utterances.], batch size: 33, lr: 7.08e-04
2022-08-22 03:40:17,061 INFO [train.py:927] (5/8) Epoch 4, batch 7350, giga_loss[loss=0.2559, simple_loss=0.3333, pruned_loss=0.08923, over 12465.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3337, pruned_loss=0.09833, over 2474274.83 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07603, over 21866.13 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3199, pruned_loss=0.07724, over 2404790.78 frames. utt_duration=1279 frames, utt_pad_proportion=0.05115, over 7528.08 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3363, pruned_loss=0.1012, over 2475002.96 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07685, over 23400.63 utterances.], batch size: 98, lr: 7.08e-04
2022-08-22 03:41:57,179 INFO [train.py:927] (5/8) Epoch 4, batch 7400, giga_loss[loss=0.2219, simple_loss=0.3079, pruned_loss=0.06798, over 12325.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03452, over 51.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.33, pruned_loss=0.09393, over 2473925.59 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07933, over 22787.35 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3197, pruned_loss=0.07714, over 2406454.78 frames. utt_duration=1282 frames, utt_pad_proportion=0.05002, over 7516.34 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3325, pruned_loss=0.09685, over 2474850.05 frames. utt_duration=407.1 frames, utt_pad_proportion=0.08024, over 24402.60 utterances.], batch size: 51, lr: 7.08e-04
2022-08-22 03:43:43,068 INFO [train.py:927] (5/8) Epoch 4, batch 7450, giga_loss[loss=0.2235, simple_loss=0.3151, pruned_loss=0.06596, over 12438.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05077, over 162.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3274, pruned_loss=0.09098, over 2474232.73 frames. utt_duration=408.1 frames, utt_pad_proportion=0.08331, over 24335.16 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3198, pruned_loss=0.07702, over 2407490.38 frames. utt_duration=1285 frames, utt_pad_proportion=0.04945, over 7503.63 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3295, pruned_loss=0.09359, over 2474941.74 frames. utt_duration=384.9 frames, utt_pad_proportion=0.08401, over 25818.93 utterances.], batch size: 162, lr: 7.08e-04
2022-08-22 03:45:26,505 INFO [train.py:927] (5/8) Epoch 4, batch 7500, giga_loss[loss=0.2523, simple_loss=0.328, pruned_loss=0.08833, over 12443.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03543, over 105.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3271, pruned_loss=0.08961, over 2474627.75 frames. utt_duration=407.2 frames, utt_pad_proportion=0.08233, over 24394.44 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.32, pruned_loss=0.07715, over 2409184.44 frames. utt_duration=1269 frames, utt_pad_proportion=0.05444, over 7603.22 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3288, pruned_loss=0.09186, over 2475166.52 frames. utt_duration=384.1 frames, utt_pad_proportion=0.08186, over 25874.08 utterances.], batch size: 105, lr: 7.08e-04
2022-08-22 03:47:13,992 INFO [train.py:927] (5/8) Epoch 4, batch 7550, giga_loss[loss=0.215, simple_loss=0.3024, pruned_loss=0.06383, over 12422.00 frames. utt_duration=579.1 frames, utt_pad_proportion=0.03639, over 86.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3253, pruned_loss=0.08757, over 2474439.02 frames. utt_duration=401.9 frames, utt_pad_proportion=0.08143, over 24718.94 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3203, pruned_loss=0.0773, over 2410310.65 frames. utt_duration=1272 frames, utt_pad_proportion=0.05358, over 7591.30 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3264, pruned_loss=0.08942, over 2475033.14 frames. utt_duration=379.1 frames, utt_pad_proportion=0.08146, over 26215.73 utterances.], batch size: 86, lr: 7.07e-04
2022-08-22 03:48:57,745 INFO [train.py:927] (5/8) Epoch 4, batch 7600, giga_loss[loss=0.2559, simple_loss=0.3417, pruned_loss=0.0851, over 12376.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3244, pruned_loss=0.08628, over 2475020.55 frames. utt_duration=409 frames, utt_pad_proportion=0.07747, over 24294.26 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3203, pruned_loss=0.07728, over 2411136.18 frames. utt_duration=1260 frames, utt_pad_proportion=0.05757, over 7660.52 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3253, pruned_loss=0.08788, over 2475592.73 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07685, over 25629.01 utterances.], batch size: 58, lr: 7.07e-04
2022-08-22 03:50:41,877 INFO [train.py:927] (5/8) Epoch 4, batch 7650, giga_loss[loss=0.1748, simple_loss=0.2678, pruned_loss=0.04096, over 12239.00 frames. utt_duration=1884 frames, utt_pad_proportion=0.05365, over 26.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.321, pruned_loss=0.08322, over 2475013.78 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07301, over 23544.03 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3199, pruned_loss=0.07738, over 2412839.74 frames. utt_duration=1268 frames, utt_pad_proportion=0.05582, over 7620.66 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3222, pruned_loss=0.0847, over 2476224.11 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07335, over 25235.57 utterances.], batch size: 26, lr: 7.07e-04
2022-08-22 03:52:22,697 INFO [train.py:927] (5/8) Epoch 4, batch 7700, giga_loss[loss=0.2227, simple_loss=0.303, pruned_loss=0.0712, over 12400.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04461, over 146.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3168, pruned_loss=0.08078, over 2475023.36 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07297, over 24390.73 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3199, pruned_loss=0.0774, over 2412922.54 frames. utt_duration=1269 frames, utt_pad_proportion=0.05559, over 7617.56 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3178, pruned_loss=0.08194, over 2476189.17 frames. utt_duration=385.4 frames, utt_pad_proportion=0.07332, over 25795.51 utterances.], batch size: 146, lr: 7.07e-04
2022-08-22 03:54:04,690 INFO [train.py:927] (5/8) Epoch 4, batch 7750, giga_loss[loss=0.229, simple_loss=0.3133, pruned_loss=0.07235, over 12385.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04106, over 133.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3163, pruned_loss=0.0806, over 2475365.22 frames. utt_duration=394.8 frames, utt_pad_proportion=0.07605, over 25170.45 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3208, pruned_loss=0.07775, over 2414254.86 frames. utt_duration=1270 frames, utt_pad_proportion=0.05474, over 7612.26 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3162, pruned_loss=0.08127, over 2476196.75 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07649, over 26596.42 utterances.], batch size: 133, lr: 7.06e-04
2022-08-22 03:56:02,161 INFO [train.py:927] (5/8) Epoch 4, batch 7800, giga_loss[loss=0.1955, simple_loss=0.2923, pruned_loss=0.04933, over 12416.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04278, over 146.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3175, pruned_loss=0.08009, over 2475884.70 frames. utt_duration=386.7 frames, utt_pad_proportion=0.07429, over 25707.62 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3207, pruned_loss=0.07781, over 2415595.69 frames. utt_duration=1274 frames, utt_pad_proportion=0.05374, over 7593.20 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3174, pruned_loss=0.08063, over 2476696.00 frames. utt_duration=365 frames, utt_pad_proportion=0.07509, over 27247.83 utterances.], batch size: 146, lr: 7.06e-04
2022-08-22 03:58:09,379 INFO [train.py:927] (5/8) Epoch 4, batch 7850, giga_loss[loss=0.2157, simple_loss=0.2979, pruned_loss=0.06672, over 12386.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02684, over 85.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3169, pruned_loss=0.07931, over 2475775.06 frames. utt_duration=383.6 frames, utt_pad_proportion=0.07363, over 25913.40 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3209, pruned_loss=0.07792, over 2416237.57 frames. utt_duration=1263 frames, utt_pad_proportion=0.05728, over 7658.55 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3167, pruned_loss=0.07967, over 2476666.07 frames. utt_duration=363.8 frames, utt_pad_proportion=0.0735, over 27333.34 utterances.], batch size: 85, lr: 7.06e-04
2022-08-22 04:00:02,527 INFO [train.py:927] (5/8) Epoch 4, batch 7900, giga_loss[loss=0.232, simple_loss=0.3153, pruned_loss=0.07438, over 12415.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05782, over 182.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3146, pruned_loss=0.07666, over 2475790.42 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06988, over 24954.54 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3206, pruned_loss=0.07797, over 2417485.54 frames. utt_duration=1268 frames, utt_pad_proportion=0.05594, over 7633.17 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3145, pruned_loss=0.07691, over 2476952.54 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07042, over 26576.39 utterances.], batch size: 182, lr: 7.06e-04
2022-08-22 04:02:10,563 INFO [train.py:927] (5/8) Epoch 4, batch 7950, giga_loss[loss=0.2455, simple_loss=0.3147, pruned_loss=0.08811, over 12414.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09646, over 256.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3118, pruned_loss=0.07559, over 2475813.85 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06656, over 24584.77 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3205, pruned_loss=0.07808, over 2418580.83 frames. utt_duration=1269 frames, utt_pad_proportion=0.05509, over 7631.48 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3116, pruned_loss=0.07563, over 2477063.62 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06747, over 26256.80 utterances.], batch size: 256, lr: 7.06e-04
2022-08-22 04:03:59,017 INFO [train.py:927] (5/8) Epoch 4, batch 8000, giga_loss[loss=0.229, simple_loss=0.3206, pruned_loss=0.06873, over 12417.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02523, over 91.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3122, pruned_loss=0.0747, over 2475785.99 frames. utt_duration=405 frames, utt_pad_proportion=0.06726, over 24528.12 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3224, pruned_loss=0.07803, over 2419744.31 frames. utt_duration=1272 frames, utt_pad_proportion=0.0539, over 7617.74 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3101, pruned_loss=0.07469, over 2477271.06 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06832, over 26338.31 utterances.], batch size: 91, lr: 7.05e-04
2022-08-22 04:06:01,729 INFO [train.py:927] (5/8) Epoch 4, batch 8050, giga_loss[loss=0.2088, simple_loss=0.2987, pruned_loss=0.05942, over 12422.00 frames. utt_duration=857.8 frames, utt_pad_proportion=0.02747, over 58.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3133, pruned_loss=0.07444, over 2476133.50 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06566, over 24529.40 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3225, pruned_loss=0.07798, over 2420988.79 frames. utt_duration=1275 frames, utt_pad_proportion=0.05291, over 7602.64 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3112, pruned_loss=0.07437, over 2477715.18 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06696, over 26462.56 utterances.], batch size: 58, lr: 7.05e-04
2022-08-22 04:08:04,864 INFO [train.py:927] (5/8) Epoch 4, batch 8100, giga_loss[loss=0.2402, simple_loss=0.3198, pruned_loss=0.08036, over 12430.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04982, over 161.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3103, pruned_loss=0.07333, over 2476328.84 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06916, over 24888.11 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3217, pruned_loss=0.07764, over 2422768.06 frames. utt_duration=1278 frames, utt_pad_proportion=0.05177, over 7594.86 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.309, pruned_loss=0.07343, over 2477726.13 frames. utt_duration=368.3 frames, utt_pad_proportion=0.07041, over 27000.57 utterances.], batch size: 161, lr: 7.05e-04
2022-08-22 04:10:07,424 INFO [train.py:927] (5/8) Epoch 4, batch 8150, giga_loss[loss=0.227, simple_loss=0.3108, pruned_loss=0.07162, over 12430.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06443, over 212.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3106, pruned_loss=0.07176, over 2477379.31 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07046, over 25341.32 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3216, pruned_loss=0.07758, over 2423230.49 frames. utt_duration=1279 frames, utt_pad_proportion=0.05136, over 7587.93 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3095, pruned_loss=0.07186, over 2478542.36 frames. utt_duration=366.3 frames, utt_pad_proportion=0.07148, over 27161.63 utterances.], batch size: 212, lr: 7.05e-04
2022-08-22 04:12:08,401 INFO [train.py:927] (5/8) Epoch 4, batch 8200, giga_loss[loss=0.2391, simple_loss=0.329, pruned_loss=0.07457, over 12402.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03183, over 80.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3116, pruned_loss=0.07126, over 2477117.82 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07153, over 25694.11 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3215, pruned_loss=0.0776, over 2424058.28 frames. utt_duration=1281 frames, utt_pad_proportion=0.05042, over 7577.33 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3106, pruned_loss=0.07118, over 2478477.11 frames. utt_duration=361.1 frames, utt_pad_proportion=0.07259, over 27547.47 utterances.], batch size: 80, lr: 7.05e-04
2022-08-22 04:14:13,259 INFO [train.py:927] (5/8) Epoch 4, batch 8250, giga_loss[loss=0.204, simple_loss=0.2883, pruned_loss=0.05991, over 12297.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03426, over 28.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3126, pruned_loss=0.07194, over 2477327.55 frames. utt_duration=385.1 frames, utt_pad_proportion=0.0736, over 25813.56 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3219, pruned_loss=0.07783, over 2424915.42 frames. utt_duration=1269 frames, utt_pad_proportion=0.05416, over 7651.92 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3113, pruned_loss=0.07159, over 2478337.40 frames. utt_duration=362.2 frames, utt_pad_proportion=0.07359, over 27458.86 utterances.], batch size: 28, lr: 7.04e-04
2022-08-22 04:16:37,606 INFO [train.py:927] (5/8) Epoch 4, batch 8300, giga_loss[loss=0.2137, simple_loss=0.3055, pruned_loss=0.061, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02349, over 45.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3129, pruned_loss=0.07263, over 2477493.25 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06993, over 24963.98 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3216, pruned_loss=0.07767, over 2426686.27 frames. utt_duration=1270 frames, utt_pad_proportion=0.05362, over 7651.99 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3119, pruned_loss=0.07232, over 2478345.93 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07046, over 26871.82 utterances.], batch size: 45, lr: 7.04e-04
2022-08-22 04:18:48,413 INFO [train.py:927] (5/8) Epoch 4, batch 8350, giga_loss[loss=0.1964, simple_loss=0.2881, pruned_loss=0.05234, over 12399.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.02931, over 62.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3096, pruned_loss=0.07128, over 2478574.29 frames. utt_duration=398.3 frames, utt_pad_proportion=0.0676, over 24967.73 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3217, pruned_loss=0.07787, over 2427264.81 frames. utt_duration=1259 frames, utt_pad_proportion=0.05725, over 7719.09 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3086, pruned_loss=0.07082, over 2479188.35 frames. utt_duration=374.5 frames, utt_pad_proportion=0.06733, over 26561.78 utterances.], batch size: 62, lr: 7.04e-04
2022-08-22 04:20:48,860 INFO [train.py:927] (5/8) Epoch 4, batch 8400, giga_loss[loss=0.1848, simple_loss=0.2628, pruned_loss=0.05343, over 12273.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03589, over 28.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3084, pruned_loss=0.07106, over 2477965.07 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06431, over 23843.48 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.321, pruned_loss=0.07743, over 2428851.13 frames. utt_duration=1262 frames, utt_pad_proportion=0.05613, over 7707.40 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3077, pruned_loss=0.07077, over 2479247.95 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06471, over 25884.21 utterances.], batch size: 28, lr: 7.04e-04
2022-08-22 04:22:49,862 INFO [train.py:927] (5/8) Epoch 4, batch 8450, giga_loss[loss=0.2476, simple_loss=0.3084, pruned_loss=0.09341, over 12458.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03479, over 98.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3095, pruned_loss=0.07195, over 2477877.63 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06318, over 23590.07 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3203, pruned_loss=0.07713, over 2429757.53 frames. utt_duration=1270 frames, utt_pad_proportion=0.05472, over 7662.23 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3091, pruned_loss=0.07181, over 2479618.42 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06403, over 25780.14 utterances.], batch size: 98, lr: 7.04e-04
2022-08-22 04:24:48,876 INFO [train.py:927] (5/8) Epoch 4, batch 8500, giga_loss[loss=0.2329, simple_loss=0.3078, pruned_loss=0.07906, over 12467.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02699, over 80.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3092, pruned_loss=0.07228, over 2478236.71 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06092, over 23693.98 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3204, pruned_loss=0.07706, over 2430618.81 frames. utt_duration=1272 frames, utt_pad_proportion=0.05383, over 7651.06 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3086, pruned_loss=0.07215, over 2479699.03 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06205, over 25739.50 utterances.], batch size: 80, lr: 7.03e-04
2022-08-22 04:27:00,200 INFO [train.py:927] (5/8) Epoch 4, batch 8550, giga_loss[loss=0.2322, simple_loss=0.3152, pruned_loss=0.07459, over 12423.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03171, over 80.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3108, pruned_loss=0.07241, over 2478461.95 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06553, over 24022.24 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3208, pruned_loss=0.07709, over 2431703.73 frames. utt_duration=1263 frames, utt_pad_proportion=0.05725, over 7711.18 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3098, pruned_loss=0.07217, over 2479710.06 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06522, over 25962.61 utterances.], batch size: 80, lr: 7.03e-04
2022-08-22 04:29:20,004 INFO [train.py:927] (5/8) Epoch 4, batch 8600, giga_loss[loss=0.2156, simple_loss=0.2969, pruned_loss=0.06712, over 12447.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04606, over 161.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3089, pruned_loss=0.07191, over 2478273.35 frames. utt_duration=414.4 frames, utt_pad_proportion=0.0655, over 23989.97 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3199, pruned_loss=0.07671, over 2432725.81 frames. utt_duration=1270 frames, utt_pad_proportion=0.05626, over 7673.74 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3087, pruned_loss=0.07195, over 2479384.38 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06553, over 25920.52 utterances.], batch size: 161, lr: 7.03e-04
2022-08-22 04:31:24,485 INFO [train.py:927] (5/8) Epoch 4, batch 8650, giga_loss[loss=0.1947, simple_loss=0.2877, pruned_loss=0.05087, over 12397.00 frames. utt_duration=584.5 frames, utt_pad_proportion=0.02588, over 85.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3042, pruned_loss=0.07018, over 2477918.97 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06753, over 23978.68 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3196, pruned_loss=0.07662, over 2433993.17 frames. utt_duration=1270 frames, utt_pad_proportion=0.05528, over 7674.44 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3039, pruned_loss=0.07016, over 2478863.80 frames. utt_duration=383 frames, utt_pad_proportion=0.06777, over 25971.06 utterances.], batch size: 85, lr: 7.03e-04
2022-08-22 04:33:11,470 INFO [train.py:927] (5/8) Epoch 4, batch 8700, giga_loss[loss=0.2193, simple_loss=0.2954, pruned_loss=0.07163, over 12412.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.0413, over 37.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3041, pruned_loss=0.07092, over 2477467.45 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07429, over 24569.93 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3191, pruned_loss=0.07637, over 2435423.35 frames. utt_duration=1275 frames, utt_pad_proportion=0.05375, over 7646.67 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3037, pruned_loss=0.07088, over 2478710.96 frames. utt_duration=369.6 frames, utt_pad_proportion=0.0746, over 26914.23 utterances.], batch size: 37, lr: 7.03e-04
2022-08-22 04:35:10,455 INFO [train.py:927] (5/8) Epoch 4, batch 8750, libri_loss[loss=0.2351, simple_loss=0.3095, pruned_loss=0.08039, over 12204.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.004908, over 33.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3034, pruned_loss=0.06998, over 2476000.14 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07397, over 24417.79 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.319, pruned_loss=0.07622, over 2435899.99 frames. utt_duration=1278 frames, utt_pad_proportion=0.05262, over 7630.99 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3026, pruned_loss=0.06988, over 2478095.48 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07476, over 26965.81 utterances.], batch size: 33, lr: 7.02e-04
2022-08-22 04:37:21,427 INFO [train.py:927] (5/8) Epoch 4, batch 8800, giga_loss[loss=0.2005, simple_loss=0.2885, pruned_loss=0.05623, over 12466.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03477, over 98.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3031, pruned_loss=0.07019, over 2476286.53 frames. utt_duration=409 frames, utt_pad_proportion=0.07063, over 24289.99 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3191, pruned_loss=0.07629, over 2436740.28 frames. utt_duration=1280 frames, utt_pad_proportion=0.05155, over 7626.25 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3021, pruned_loss=0.06991, over 2478097.70 frames. utt_duration=372.4 frames, utt_pad_proportion=0.07195, over 26702.60 utterances.], batch size: 98, lr: 7.02e-04
2022-08-22 04:39:29,425 INFO [train.py:927] (5/8) Epoch 4, batch 8850, giga_loss[loss=0.2134, simple_loss=0.2951, pruned_loss=0.06583, over 12418.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03916, over 133.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3019, pruned_loss=0.06916, over 2476080.45 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06824, over 23807.25 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3183, pruned_loss=0.07604, over 2437214.51 frames. utt_duration=1285 frames, utt_pad_proportion=0.05058, over 7596.02 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3012, pruned_loss=0.06896, over 2478172.15 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06991, over 26213.49 utterances.], batch size: 133, lr: 7.02e-04
2022-08-22 04:41:24,204 INFO [train.py:927] (5/8) Epoch 4, batch 8900, giga_loss[loss=0.1976, simple_loss=0.2894, pruned_loss=0.05295, over 12382.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03579, over 113.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.301, pruned_loss=0.06955, over 2476298.32 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07074, over 24492.30 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3183, pruned_loss=0.07621, over 2437799.23 frames. utt_duration=1287 frames, utt_pad_proportion=0.04998, over 7585.12 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3003, pruned_loss=0.06916, over 2477957.86 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07204, over 26616.46 utterances.], batch size: 113, lr: 7.02e-04
2022-08-22 04:43:20,297 INFO [train.py:927] (5/8) Epoch 4, batch 8950, giga_loss[loss=0.2069, simple_loss=0.2936, pruned_loss=0.06011, over 12397.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07519, over 213.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3043, pruned_loss=0.0697, over 2476454.65 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06952, over 24059.65 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.319, pruned_loss=0.07613, over 2438649.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.0539, over 7662.47 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3027, pruned_loss=0.06923, over 2478235.14 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06996, over 26222.05 utterances.], batch size: 213, lr: 7.02e-04
2022-08-22 04:45:20,904 INFO [train.py:927] (5/8) Epoch 4, batch 9000, giga_loss[loss=0.2156, simple_loss=0.3007, pruned_loss=0.06529, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03659, over 105.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3054, pruned_loss=0.06956, over 2476603.07 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06641, over 23910.19 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3191, pruned_loss=0.07622, over 2439149.29 frames. utt_duration=1276 frames, utt_pad_proportion=0.05327, over 7656.58 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3038, pruned_loss=0.06904, over 2478065.24 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06721, over 25841.21 utterances.], batch size: 105, lr: 7.01e-04
2022-08-22 04:45:20,905 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 04:45:34,199 INFO [train.py:967] (5/8) 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 04:47:33,190 INFO [train.py:927] (5/8) Epoch 4, batch 9050, giga_loss[loss=0.2046, simple_loss=0.2908, pruned_loss=0.05918, over 12331.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03098, over 85.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3057, pruned_loss=0.06964, over 2476541.81 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06497, over 23934.71 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3194, pruned_loss=0.07627, over 2439453.50 frames. utt_duration=1270 frames, utt_pad_proportion=0.05382, over 7691.64 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3041, pruned_loss=0.06909, over 2477927.21 frames. utt_duration=387.6 frames, utt_pad_proportion=0.0656, over 25650.55 utterances.], batch size: 85, lr: 7.01e-04
2022-08-22 04:49:29,300 INFO [train.py:927] (5/8) Epoch 4, batch 9100, giga_loss[loss=0.2095, simple_loss=0.2949, pruned_loss=0.06201, over 12424.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03887, over 133.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3034, pruned_loss=0.06881, over 2476341.94 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06492, over 23287.65 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3188, pruned_loss=0.07613, over 2440480.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.05234, over 7660.72 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3021, pruned_loss=0.06823, over 2477859.88 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06596, over 25279.32 utterances.], batch size: 133, lr: 7.01e-04
2022-08-22 04:51:33,762 INFO [train.py:927] (5/8) Epoch 4, batch 9150, giga_loss[loss=0.205, simple_loss=0.2895, pruned_loss=0.0602, over 12339.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03402, over 51.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3037, pruned_loss=0.06916, over 2476698.42 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06495, over 23303.64 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3179, pruned_loss=0.07572, over 2441446.68 frames. utt_duration=1281 frames, utt_pad_proportion=0.05118, over 7631.87 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.303, pruned_loss=0.06882, over 2478163.96 frames. utt_duration=391 frames, utt_pad_proportion=0.0662, over 25428.60 utterances.], batch size: 51, lr: 7.01e-04
2022-08-22 04:53:34,817 INFO [train.py:927] (5/8) Epoch 4, batch 9200, giga_loss[loss=0.2306, simple_loss=0.3153, pruned_loss=0.073, over 12351.00 frames. utt_duration=970 frames, utt_pad_proportion=0.02998, over 51.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.304, pruned_loss=0.06954, over 2477082.92 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06708, over 24026.13 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3175, pruned_loss=0.07562, over 2441659.21 frames. utt_duration=1284 frames, utt_pad_proportion=0.05062, over 7614.48 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3035, pruned_loss=0.06928, over 2478535.41 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06813, over 25949.02 utterances.], batch size: 51, lr: 7.01e-04
2022-08-22 04:55:30,138 INFO [train.py:927] (5/8) Epoch 4, batch 9250, giga_loss[loss=0.1889, simple_loss=0.2904, pruned_loss=0.04368, over 12350.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02637, over 70.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3078, pruned_loss=0.07074, over 2477586.89 frames. utt_duration=427.9 frames, utt_pad_proportion=0.0629, over 23226.24 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3181, pruned_loss=0.07557, over 2442562.64 frames. utt_duration=1287 frames, utt_pad_proportion=0.0498, over 7601.29 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3067, pruned_loss=0.07047, over 2478735.57 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06437, over 25152.80 utterances.], batch size: 70, lr: 7.00e-04
2022-08-22 04:57:49,290 INFO [train.py:927] (5/8) Epoch 4, batch 9300, giga_loss[loss=0.1996, simple_loss=0.2919, pruned_loss=0.05366, over 12369.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03126, over 58.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3082, pruned_loss=0.07085, over 2477645.70 frames. utt_duration=431 frames, utt_pad_proportion=0.06313, over 23060.93 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3178, pruned_loss=0.07531, over 2443217.32 frames. utt_duration=1286 frames, utt_pad_proportion=0.04975, over 7606.29 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3073, pruned_loss=0.07078, over 2478752.05 frames. utt_duration=398.7 frames, utt_pad_proportion=0.0644, over 24944.42 utterances.], batch size: 58, lr: 7.00e-04
2022-08-22 04:59:48,146 INFO [train.py:927] (5/8) Epoch 4, batch 9350, giga_loss[loss=0.2139, simple_loss=0.296, pruned_loss=0.06592, over 12403.00 frames. utt_duration=584.9 frames, utt_pad_proportion=0.02836, over 85.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3071, pruned_loss=0.07087, over 2478108.82 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06353, over 23439.43 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3175, pruned_loss=0.07519, over 2443416.13 frames. utt_duration=1289 frames, utt_pad_proportion=0.04941, over 7591.27 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3066, pruned_loss=0.07088, over 2479091.21 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06462, over 25072.57 utterances.], batch size: 85, lr: 7.00e-04
2022-08-22 05:01:52,672 INFO [train.py:927] (5/8) Epoch 4, batch 9400, giga_loss[loss=0.1771, simple_loss=0.2518, pruned_loss=0.05123, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04052, over 34.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3059, pruned_loss=0.07046, over 2478081.86 frames. utt_duration=435.5 frames, utt_pad_proportion=0.06115, over 22822.70 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3181, pruned_loss=0.07529, over 2443740.98 frames. utt_duration=1290 frames, utt_pad_proportion=0.04872, over 7587.42 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3047, pruned_loss=0.07029, over 2479206.09 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06246, over 24411.73 utterances.], batch size: 34, lr: 7.00e-04
2022-08-22 05:03:44,957 INFO [train.py:927] (5/8) Epoch 4, batch 9450, giga_loss[loss=0.204, simple_loss=0.2973, pruned_loss=0.05535, over 12432.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05544, over 162.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3056, pruned_loss=0.06969, over 2477857.74 frames. utt_duration=434 frames, utt_pad_proportion=0.06087, over 22898.03 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3178, pruned_loss=0.07508, over 2444414.78 frames. utt_duration=1293 frames, utt_pad_proportion=0.04782, over 7572.81 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3045, pruned_loss=0.0696, over 2479226.61 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06224, over 24650.74 utterances.], batch size: 162, lr: 7.00e-04
2022-08-22 05:05:43,354 INFO [train.py:927] (5/8) Epoch 4, batch 9500, giga_loss[loss=0.2118, simple_loss=0.3038, pruned_loss=0.05988, over 12378.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.02868, over 58.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3066, pruned_loss=0.06912, over 2478296.56 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06082, over 23058.42 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.318, pruned_loss=0.0753, over 2445289.25 frames. utt_duration=1294 frames, utt_pad_proportion=0.04691, over 7567.51 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3053, pruned_loss=0.06872, over 2479343.16 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06224, over 24809.74 utterances.], batch size: 58, lr: 6.99e-04
2022-08-22 05:07:52,735 INFO [train.py:927] (5/8) Epoch 4, batch 9550, giga_loss[loss=0.2152, simple_loss=0.2997, pruned_loss=0.06537, over 12398.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04133, over 133.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.307, pruned_loss=0.06868, over 2478257.95 frames. utt_duration=413 frames, utt_pad_proportion=0.06224, over 24070.59 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.318, pruned_loss=0.07527, over 2445442.80 frames. utt_duration=1294 frames, utt_pad_proportion=0.04673, over 7567.67 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.306, pruned_loss=0.06836, over 2479086.56 frames. utt_duration=390 frames, utt_pad_proportion=0.0633, over 25508.14 utterances.], batch size: 133, lr: 6.99e-04
2022-08-22 05:09:54,187 INFO [train.py:927] (5/8) Epoch 4, batch 9600, giga_loss[loss=0.2052, simple_loss=0.2954, pruned_loss=0.0575, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0279, over 45.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3062, pruned_loss=0.06838, over 2477911.04 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06027, over 23347.38 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3173, pruned_loss=0.07508, over 2446171.45 frames. utt_duration=1297 frames, utt_pad_proportion=0.04651, over 7551.45 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3057, pruned_loss=0.0681, over 2478963.81 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06144, over 25038.07 utterances.], batch size: 45, lr: 6.99e-04
2022-08-22 05:12:08,604 INFO [train.py:927] (5/8) Epoch 4, batch 9650, giga_loss[loss=0.2409, simple_loss=0.3119, pruned_loss=0.08488, over 12391.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.0989, over 256.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3074, pruned_loss=0.06868, over 2477889.94 frames. utt_duration=428.4 frames, utt_pad_proportion=0.0619, over 23203.38 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3174, pruned_loss=0.07521, over 2446511.52 frames. utt_duration=1287 frames, utt_pad_proportion=0.05029, over 7613.28 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3068, pruned_loss=0.06825, over 2478826.00 frames. utt_duration=403 frames, utt_pad_proportion=0.06171, over 24677.14 utterances.], batch size: 256, lr: 6.99e-04
2022-08-22 05:14:21,722 INFO [train.py:927] (5/8) Epoch 4, batch 9700, giga_loss[loss=0.2295, simple_loss=0.3113, pruned_loss=0.07388, over 12392.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04482, over 146.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3101, pruned_loss=0.06999, over 2477920.55 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06452, over 23371.10 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3176, pruned_loss=0.07518, over 2446969.67 frames. utt_duration=1287 frames, utt_pad_proportion=0.04984, over 7616.82 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3092, pruned_loss=0.06956, over 2478971.31 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06448, over 24909.48 utterances.], batch size: 146, lr: 6.99e-04
2022-08-22 05:16:36,638 INFO [train.py:927] (5/8) Epoch 4, batch 9750, giga_loss[loss=0.2253, simple_loss=0.3066, pruned_loss=0.07196, over 12394.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04507, over 146.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3091, pruned_loss=0.06937, over 2477863.42 frames. utt_duration=429.9 frames, utt_pad_proportion=0.06488, over 23118.41 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3181, pruned_loss=0.07491, over 2447792.33 frames. utt_duration=1295 frames, utt_pad_proportion=0.04837, over 7571.86 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3078, pruned_loss=0.0691, over 2479035.43 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06535, over 24960.48 utterances.], batch size: 146, lr: 6.98e-04
2022-08-22 05:18:38,789 INFO [train.py:927] (5/8) Epoch 4, batch 9800, giga_loss[loss=0.2774, simple_loss=0.3394, pruned_loss=0.1077, over 12382.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09463, over 255.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3079, pruned_loss=0.06869, over 2477880.57 frames. utt_duration=434.7 frames, utt_pad_proportion=0.0616, over 22864.51 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3181, pruned_loss=0.07491, over 2447789.37 frames. utt_duration=1295 frames, utt_pad_proportion=0.04818, over 7568.00 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3068, pruned_loss=0.06845, over 2478930.33 frames. utt_duration=408 frames, utt_pad_proportion=0.06225, over 24374.41 utterances.], batch size: 255, lr: 6.98e-04
2022-08-22 05:20:32,670 INFO [train.py:927] (5/8) Epoch 4, batch 9850, giga_loss[loss=0.2122, simple_loss=0.3041, pruned_loss=0.06016, over 12393.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04647, over 161.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3084, pruned_loss=0.06905, over 2476644.41 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06764, over 23905.14 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3176, pruned_loss=0.07468, over 2447874.41 frames. utt_duration=1299 frames, utt_pad_proportion=0.04744, over 7548.53 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3077, pruned_loss=0.06891, over 2478212.84 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06815, over 25578.25 utterances.], batch size: 161, lr: 6.98e-04
2022-08-22 05:22:22,093 INFO [train.py:927] (5/8) Epoch 4, batch 9900, giga_loss[loss=0.1809, simple_loss=0.2672, pruned_loss=0.04733, over 12429.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05766, over 182.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.307, pruned_loss=0.06888, over 2477807.20 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06425, over 23965.30 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3173, pruned_loss=0.07464, over 2448816.38 frames. utt_duration=1297 frames, utt_pad_proportion=0.04693, over 7558.77 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3065, pruned_loss=0.06868, over 2478856.26 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06511, over 25660.44 utterances.], batch size: 182, lr: 6.98e-04
2022-08-22 05:24:12,737 INFO [train.py:927] (5/8) Epoch 4, batch 9950, giga_loss[loss=0.2255, simple_loss=0.2984, pruned_loss=0.07632, over 12486.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03366, over 43.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3066, pruned_loss=0.06943, over 2477381.99 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06626, over 24613.36 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3171, pruned_loss=0.07451, over 2448809.46 frames. utt_duration=1301 frames, utt_pad_proportion=0.04631, over 7539.76 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3062, pruned_loss=0.06929, over 2478741.24 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06708, over 26284.00 utterances.], batch size: 43, lr: 6.98e-04
2022-08-22 05:25:57,347 INFO [train.py:927] (5/8) Epoch 4, batch 10000, giga_loss[loss=0.2496, simple_loss=0.3374, pruned_loss=0.08094, over 12273.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02706, over 42.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3149, pruned_loss=0.07458, over 2476588.52 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06523, over 23307.41 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.317, pruned_loss=0.07422, over 2449425.65 frames. utt_duration=1304 frames, utt_pad_proportion=0.04564, over 7520.07 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3145, pruned_loss=0.07465, over 2477619.81 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06623, over 24934.03 utterances.], batch size: 42, lr: 6.97e-04
2022-08-22 05:27:42,232 INFO [train.py:927] (5/8) Epoch 4, batch 10050, giga_loss[loss=0.2389, simple_loss=0.3126, pruned_loss=0.08256, over 12397.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.058, over 182.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3184, pruned_loss=0.07726, over 2475964.40 frames. utt_duration=440.8 frames, utt_pad_proportion=0.06301, over 22534.00 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3183, pruned_loss=0.07428, over 2449910.59 frames. utt_duration=1309 frames, utt_pad_proportion=0.04466, over 7495.67 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3171, pruned_loss=0.07735, over 2477091.76 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06438, over 24288.20 utterances.], batch size: 182, lr: 6.97e-04
2022-08-22 05:29:24,723 INFO [train.py:927] (5/8) Epoch 4, batch 10100, giga_loss[loss=0.1682, simple_loss=0.2558, pruned_loss=0.04031, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03218, over 75.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3115, pruned_loss=0.07478, over 2475526.60 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06164, over 21297.31 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3184, pruned_loss=0.07432, over 2450353.98 frames. utt_duration=1310 frames, utt_pad_proportion=0.04367, over 7491.83 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3103, pruned_loss=0.07487, over 2476739.22 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06337, over 23106.78 utterances.], batch size: 75, lr: 6.97e-04
2022-08-22 05:31:05,806 INFO [train.py:927] (5/8) Epoch 4, batch 10150, giga_loss[loss=0.1706, simple_loss=0.2556, pruned_loss=0.04281, over 12396.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.02886, over 62.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3029, pruned_loss=0.072, over 2474919.40 frames. utt_duration=472.5 frames, utt_pad_proportion=0.0621, over 21010.62 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3186, pruned_loss=0.07446, over 2450510.17 frames. utt_duration=1305 frames, utt_pad_proportion=0.04429, over 7517.92 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3017, pruned_loss=0.07193, over 2475960.11 frames. utt_duration=440.9 frames, utt_pad_proportion=0.06335, over 22534.06 utterances.], batch size: 62, lr: 6.97e-04
2022-08-22 05:32:47,126 INFO [train.py:927] (5/8) Epoch 4, batch 10200, giga_loss[loss=0.1832, simple_loss=0.2619, pruned_loss=0.05222, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03336, over 39.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2957, pruned_loss=0.06933, over 2474596.26 frames. utt_duration=501 frames, utt_pad_proportion=0.05838, over 19812.42 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3181, pruned_loss=0.07433, over 2450855.79 frames. utt_duration=1309 frames, utt_pad_proportion=0.04384, over 7498.23 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2948, pruned_loss=0.06933, over 2475429.91 frames. utt_duration=468.2 frames, utt_pad_proportion=0.05986, over 21213.16 utterances.], batch size: 39, lr: 6.97e-04
2022-08-22 05:34:28,949 INFO [train.py:927] (5/8) Epoch 4, batch 10250, giga_loss[loss=0.1761, simple_loss=0.2651, pruned_loss=0.04351, over 12348.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02962, over 91.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2904, pruned_loss=0.06714, over 2474141.01 frames. utt_duration=506 frames, utt_pad_proportion=0.05998, over 19611.94 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3179, pruned_loss=0.07427, over 2451467.49 frames. utt_duration=1311 frames, utt_pad_proportion=0.04302, over 7490.26 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2893, pruned_loss=0.06704, over 2474878.38 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06146, over 21056.05 utterances.], batch size: 91, lr: 6.96e-04
2022-08-22 05:36:06,925 INFO [train.py:927] (5/8) Epoch 4, batch 10300, giga_loss[loss=0.1687, simple_loss=0.2489, pruned_loss=0.0443, over 12373.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2862, pruned_loss=0.06558, over 2474321.43 frames. utt_duration=531.2 frames, utt_pad_proportion=0.05921, over 18680.86 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3174, pruned_loss=0.07424, over 2452089.70 frames. utt_duration=1301 frames, utt_pad_proportion=0.04603, over 7545.19 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2845, pruned_loss=0.06521, over 2475152.21 frames. utt_duration=490.9 frames, utt_pad_proportion=0.05965, over 20228.67 utterances.], batch size: 91, lr: 6.96e-04
2022-08-22 05:37:45,729 INFO [train.py:927] (5/8) Epoch 4, batch 10350, giga_loss[loss=0.1695, simple_loss=0.2366, pruned_loss=0.05118, over 12446.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04019, over 31.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2816, pruned_loss=0.06366, over 2473905.12 frames. utt_duration=530.6 frames, utt_pad_proportion=0.0623, over 18701.60 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3176, pruned_loss=0.07446, over 2452314.24 frames. utt_duration=1298 frames, utt_pad_proportion=0.04605, over 7565.19 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2794, pruned_loss=0.06296, over 2474865.53 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06258, over 20166.14 utterances.], batch size: 31, lr: 6.96e-04
2022-08-22 05:39:27,285 INFO [train.py:927] (5/8) Epoch 4, batch 10400, giga_loss[loss=0.1807, simple_loss=0.2543, pruned_loss=0.05352, over 12419.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06669, over 184.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2784, pruned_loss=0.06255, over 2474364.08 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06094, over 18395.24 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3179, pruned_loss=0.07472, over 2453102.36 frames. utt_duration=1299 frames, utt_pad_proportion=0.04512, over 7563.32 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2752, pruned_loss=0.06141, over 2475017.55 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06177, over 19881.87 utterances.], batch size: 184, lr: 6.96e-04
2022-08-22 05:41:08,910 INFO [train.py:927] (5/8) Epoch 4, batch 10450, giga_loss[loss=0.2777, simple_loss=0.3513, pruned_loss=0.1021, over 12380.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03512, over 122.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2793, pruned_loss=0.0636, over 2474684.06 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06378, over 19086.98 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3179, pruned_loss=0.07476, over 2453146.85 frames. utt_duration=1299 frames, utt_pad_proportion=0.04493, over 7561.50 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2767, pruned_loss=0.06264, over 2475244.66 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06432, over 20294.10 utterances.], batch size: 122, lr: 6.96e-04
2022-08-22 05:42:51,703 INFO [train.py:927] (5/8) Epoch 4, batch 10500, giga_loss[loss=0.268, simple_loss=0.3399, pruned_loss=0.09809, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0396, over 40.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2931, pruned_loss=0.07103, over 2474818.77 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06628, over 19262.17 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3177, pruned_loss=0.07463, over 2453730.36 frames. utt_duration=1300 frames, utt_pad_proportion=0.04431, over 7559.49 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2904, pruned_loss=0.0702, over 2475218.50 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06697, over 20488.15 utterances.], batch size: 40, lr: 6.96e-04
2022-08-22 05:44:34,680 INFO [train.py:927] (5/8) Epoch 4, batch 10550, giga_loss[loss=0.2387, simple_loss=0.319, pruned_loss=0.07919, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.0265, over 48.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3004, pruned_loss=0.07337, over 2474370.27 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06082, over 18581.44 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3176, pruned_loss=0.0745, over 2453861.75 frames. utt_duration=1301 frames, utt_pad_proportion=0.04363, over 7554.69 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.2978, pruned_loss=0.07277, over 2475100.97 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06214, over 19874.49 utterances.], batch size: 48, lr: 6.95e-04
2022-08-22 05:46:17,306 INFO [train.py:927] (5/8) Epoch 4, batch 10600, giga_loss[loss=0.2307, simple_loss=0.3126, pruned_loss=0.07436, over 12394.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02674, over 66.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.304, pruned_loss=0.0739, over 2474730.88 frames. utt_duration=550 frames, utt_pad_proportion=0.05841, over 18048.15 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3177, pruned_loss=0.07449, over 2454298.26 frames. utt_duration=1303 frames, utt_pad_proportion=0.04266, over 7545.25 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3015, pruned_loss=0.07342, over 2475479.16 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06013, over 19379.63 utterances.], batch size: 66, lr: 6.95e-04
2022-08-22 05:47:56,916 INFO [train.py:927] (5/8) Epoch 4, batch 10650, giga_loss[loss=0.2535, simple_loss=0.3272, pruned_loss=0.0899, over 12115.00 frames. utt_duration=1732 frames, utt_pad_proportion=0.04135, over 28.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3075, pruned_loss=0.07605, over 2474392.20 frames. utt_duration=558.9 frames, utt_pad_proportion=0.05822, over 17757.89 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3173, pruned_loss=0.07436, over 2454247.28 frames. utt_duration=1307 frames, utt_pad_proportion=0.04208, over 7521.45 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3056, pruned_loss=0.07579, over 2475413.18 frames. utt_duration=522 frames, utt_pad_proportion=0.05991, over 19022.80 utterances.], batch size: 28, lr: 6.95e-04
2022-08-22 05:49:38,113 INFO [train.py:927] (5/8) Epoch 4, batch 10700, giga_loss[loss=0.29, simple_loss=0.3576, pruned_loss=0.1112, over 12398.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04367, over 146.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3114, pruned_loss=0.07766, over 2474204.02 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05795, over 17526.83 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.317, pruned_loss=0.07431, over 2454458.61 frames. utt_duration=1311 frames, utt_pad_proportion=0.04131, over 7499.65 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.31, pruned_loss=0.07755, over 2475252.26 frames. utt_duration=529.1 frames, utt_pad_proportion=0.0597, over 18764.04 utterances.], batch size: 146, lr: 6.95e-04
2022-08-22 05:51:18,599 INFO [train.py:927] (5/8) Epoch 4, batch 10750, libri_loss[loss=0.2643, simple_loss=0.3439, pruned_loss=0.09238, over 12319.00 frames. utt_duration=771.3 frames, utt_pad_proportion=0.1245, over 64.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3147, pruned_loss=0.07824, over 2474278.97 frames. utt_duration=577.1 frames, utt_pad_proportion=0.058, over 17193.83 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3171, pruned_loss=0.07445, over 2454766.88 frames. utt_duration=1305 frames, utt_pad_proportion=0.0417, over 7532.20 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3133, pruned_loss=0.07816, over 2475670.21 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05951, over 18571.56 utterances.], batch size: 64, lr: 6.95e-04
2022-08-22 05:52:58,492 INFO [train.py:927] (5/8) Epoch 4, batch 10800, giga_loss[loss=0.2207, simple_loss=0.3078, pruned_loss=0.0668, over 12418.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03352, over 80.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3165, pruned_loss=0.07793, over 2473848.26 frames. utt_duration=600.6 frames, utt_pad_proportion=0.05552, over 16518.35 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3167, pruned_loss=0.07424, over 2454974.85 frames. utt_duration=1307 frames, utt_pad_proportion=0.04131, over 7519.27 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3157, pruned_loss=0.0781, over 2475024.73 frames. utt_duration=559.5 frames, utt_pad_proportion=0.05716, over 17743.23 utterances.], batch size: 80, lr: 6.94e-04
2022-08-22 05:54:40,109 INFO [train.py:927] (5/8) Epoch 4, batch 10850, giga_loss[loss=0.225, simple_loss=0.3041, pruned_loss=0.073, over 12232.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03288, over 45.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3167, pruned_loss=0.07719, over 2473911.88 frames. utt_duration=617.4 frames, utt_pad_proportion=0.05357, over 16066.43 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3167, pruned_loss=0.07435, over 2455390.28 frames. utt_duration=1310 frames, utt_pad_proportion=0.04057, over 7507.93 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3161, pruned_loss=0.07733, over 2475083.98 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05553, over 17350.58 utterances.], batch size: 45, lr: 6.94e-04
2022-08-22 05:56:22,569 INFO [train.py:927] (5/8) Epoch 4, batch 10900, giga_loss[loss=0.2903, simple_loss=0.3519, pruned_loss=0.1144, over 12418.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05487, over 162.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3195, pruned_loss=0.07992, over 2473199.50 frames. utt_duration=639.4 frames, utt_pad_proportion=0.05213, over 15508.16 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3169, pruned_loss=0.07447, over 2455402.49 frames. utt_duration=1310 frames, utt_pad_proportion=0.04013, over 7504.38 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3189, pruned_loss=0.07996, over 2474328.54 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05408, over 16632.91 utterances.], batch size: 162, lr: 6.94e-04
2022-08-22 05:58:02,963 INFO [train.py:927] (5/8) Epoch 4, batch 10950, libri_loss[loss=0.2327, simple_loss=0.3187, pruned_loss=0.0734, over 12361.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.04147, over 46.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3205, pruned_loss=0.08201, over 2473346.22 frames. utt_duration=623 frames, utt_pad_proportion=0.05432, over 15918.56 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3166, pruned_loss=0.0744, over 2455859.38 frames. utt_duration=1308 frames, utt_pad_proportion=0.04039, over 7518.02 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3204, pruned_loss=0.08238, over 2474591.48 frames. utt_duration=578.5 frames, utt_pad_proportion=0.0558, over 17154.84 utterances.], batch size: 46, lr: 6.94e-04
2022-08-22 05:59:43,879 INFO [train.py:927] (5/8) Epoch 4, batch 11000, giga_loss[loss=0.2403, simple_loss=0.3144, pruned_loss=0.08313, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04119, over 113.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.319, pruned_loss=0.08179, over 2472796.51 frames. utt_duration=636.3 frames, utt_pad_proportion=0.05563, over 15580.72 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3164, pruned_loss=0.07437, over 2456259.11 frames. utt_duration=1285 frames, utt_pad_proportion=0.04813, over 7652.51 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3192, pruned_loss=0.08239, over 2474034.73 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05377, over 16751.37 utterances.], batch size: 113, lr: 6.94e-04
2022-08-22 06:01:25,725 INFO [train.py:927] (5/8) Epoch 4, batch 11050, giga_loss[loss=0.2821, simple_loss=0.3385, pruned_loss=0.1129, over 12374.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.108, over 259.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.318, pruned_loss=0.08141, over 2472292.16 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06266, over 16981.23 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3162, pruned_loss=0.07414, over 2456582.16 frames. utt_duration=1281 frames, utt_pad_proportion=0.04835, over 7682.19 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3184, pruned_loss=0.08224, over 2473280.97 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06096, over 18045.00 utterances.], batch size: 259, lr: 6.93e-04
2022-08-22 06:03:07,086 INFO [train.py:927] (5/8) Epoch 4, batch 11100, giga_loss[loss=0.2033, simple_loss=0.2677, pruned_loss=0.06944, over 12333.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.22, over 376.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3158, pruned_loss=0.07998, over 2472677.71 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06643, over 17598.01 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3168, pruned_loss=0.07412, over 2457064.83 frames. utt_duration=1283 frames, utt_pad_proportion=0.04764, over 7671.54 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3156, pruned_loss=0.08076, over 2473297.42 frames. utt_duration=532.6 frames, utt_pad_proportion=0.0653, over 18628.20 utterances.], batch size: 376, lr: 6.93e-04
2022-08-22 06:04:48,354 INFO [train.py:927] (5/8) Epoch 4, batch 11150, libri_loss[loss=0.2156, simple_loss=0.2939, pruned_loss=0.06867, over 12189.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005987, over 33.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3113, pruned_loss=0.07765, over 2472904.55 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06607, over 17762.40 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.317, pruned_loss=0.0743, over 2457206.01 frames. utt_duration=1276 frames, utt_pad_proportion=0.05083, over 7713.79 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3108, pruned_loss=0.0783, over 2473844.68 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06435, over 18916.38 utterances.], batch size: 33, lr: 6.93e-04
2022-08-22 06:06:32,014 INFO [train.py:927] (5/8) Epoch 4, batch 11200, giga_loss[loss=0.2357, simple_loss=0.3077, pruned_loss=0.08187, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.0373, over 37.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3092, pruned_loss=0.07698, over 2473244.92 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06742, over 18089.71 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3162, pruned_loss=0.07405, over 2457299.06 frames. utt_duration=1276 frames, utt_pad_proportion=0.05101, over 7709.15 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3093, pruned_loss=0.07781, over 2474389.92 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06614, over 19331.39 utterances.], batch size: 37, lr: 6.93e-04
2022-08-22 06:08:10,435 INFO [train.py:927] (5/8) Epoch 4, batch 11250, giga_loss[loss=0.2497, simple_loss=0.3168, pruned_loss=0.09127, over 12418.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07152, over 212.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3084, pruned_loss=0.07738, over 2473202.68 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06581, over 18259.04 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3159, pruned_loss=0.07397, over 2457214.17 frames. utt_duration=1280 frames, utt_pad_proportion=0.05026, over 7687.10 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3087, pruned_loss=0.07817, over 2474492.51 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06526, over 19459.76 utterances.], batch size: 212, lr: 6.93e-04
2022-08-22 06:09:50,910 INFO [train.py:927] (5/8) Epoch 4, batch 11300, giga_loss[loss=0.2058, simple_loss=0.2851, pruned_loss=0.06326, over 12455.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.0338, over 86.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3053, pruned_loss=0.07591, over 2472816.43 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06548, over 18291.39 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3164, pruned_loss=0.07423, over 2457575.78 frames. utt_duration=1277 frames, utt_pad_proportion=0.05027, over 7708.97 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3049, pruned_loss=0.07637, over 2473784.55 frames. utt_duration=510.8 frames, utt_pad_proportion=0.06524, over 19429.96 utterances.], batch size: 86, lr: 6.92e-04
2022-08-22 06:11:30,615 INFO [train.py:927] (5/8) Epoch 4, batch 11350, giga_loss[loss=0.2145, simple_loss=0.2883, pruned_loss=0.07038, over 12432.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03781, over 105.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3022, pruned_loss=0.07409, over 2472756.79 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06502, over 17753.16 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3168, pruned_loss=0.0742, over 2457841.75 frames. utt_duration=1278 frames, utt_pad_proportion=0.0495, over 7701.98 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3011, pruned_loss=0.07451, over 2473705.35 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06522, over 18943.97 utterances.], batch size: 105, lr: 6.92e-04
2022-08-22 06:13:11,147 INFO [train.py:927] (5/8) Epoch 4, batch 11400, giga_loss[loss=0.199, simple_loss=0.2703, pruned_loss=0.06386, over 12123.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.0428, over 33.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.2978, pruned_loss=0.07198, over 2472783.27 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06175, over 16931.08 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3164, pruned_loss=0.07407, over 2458053.09 frames. utt_duration=1284 frames, utt_pad_proportion=0.04853, over 7667.32 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.2969, pruned_loss=0.0724, over 2473755.54 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06263, over 18183.55 utterances.], batch size: 33, lr: 6.92e-04
2022-08-22 06:14:51,771 INFO [train.py:927] (5/8) Epoch 4, batch 11450, giga_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.06839, over 12397.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02887, over 58.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.2961, pruned_loss=0.07154, over 2473905.20 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06047, over 17095.47 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3161, pruned_loss=0.07395, over 2458635.64 frames. utt_duration=1286 frames, utt_pad_proportion=0.04762, over 7655.49 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2951, pruned_loss=0.07191, over 2474627.30 frames. utt_duration=539 frames, utt_pad_proportion=0.06178, over 18416.02 utterances.], batch size: 58, lr: 6.92e-04
2022-08-22 06:16:34,973 INFO [train.py:927] (5/8) Epoch 4, batch 11500, libri_loss[loss=0.227, simple_loss=0.3058, pruned_loss=0.07414, over 12297.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005272, over 32.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2951, pruned_loss=0.07121, over 2473160.92 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05821, over 16578.58 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3164, pruned_loss=0.07405, over 2459305.48 frames. utt_duration=1284 frames, utt_pad_proportion=0.04731, over 7672.75 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2932, pruned_loss=0.07133, over 2473619.33 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05976, over 17922.69 utterances.], batch size: 32, lr: 6.92e-04
2022-08-22 06:18:24,552 INFO [train.py:927] (5/8) Epoch 4, batch 11550, giga_loss[loss=0.234, simple_loss=0.3156, pruned_loss=0.07625, over 12360.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0287, over 48.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.2986, pruned_loss=0.07351, over 2472694.41 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05881, over 16781.16 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3166, pruned_loss=0.07397, over 2459499.66 frames. utt_duration=1284 frames, utt_pad_proportion=0.04679, over 7670.61 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.2967, pruned_loss=0.07366, over 2473067.89 frames. utt_duration=552 frames, utt_pad_proportion=0.06028, over 17968.44 utterances.], batch size: 48, lr: 6.91e-04
2022-08-22 06:20:08,403 INFO [train.py:927] (5/8) Epoch 4, batch 11600, giga_loss[loss=0.2348, simple_loss=0.3086, pruned_loss=0.08049, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03423, over 40.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3053, pruned_loss=0.07857, over 2473517.21 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06672, over 17845.84 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3161, pruned_loss=0.07374, over 2459738.88 frames. utt_duration=1288 frames, utt_pad_proportion=0.04632, over 7648.70 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3041, pruned_loss=0.0789, over 2473781.17 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06762, over 18922.04 utterances.], batch size: 40, lr: 6.91e-04
2022-08-22 06:21:51,510 INFO [train.py:927] (5/8) Epoch 4, batch 11650, giga_loss[loss=0.2278, simple_loss=0.3075, pruned_loss=0.07401, over 12322.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03503, over 51.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3102, pruned_loss=0.08043, over 2473855.36 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06736, over 17859.07 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3157, pruned_loss=0.07361, over 2460334.83 frames. utt_duration=1292 frames, utt_pad_proportion=0.04566, over 7628.81 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3094, pruned_loss=0.08091, over 2473783.15 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06843, over 18912.58 utterances.], batch size: 51, lr: 6.91e-04
2022-08-22 06:23:33,885 INFO [train.py:927] (5/8) Epoch 4, batch 11700, giga_loss[loss=0.2657, simple_loss=0.3242, pruned_loss=0.1036, over 12163.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03092, over 36.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3185, pruned_loss=0.08462, over 2473560.55 frames. utt_duration=545 frames, utt_pad_proportion=0.06518, over 18206.13 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3166, pruned_loss=0.07417, over 2460241.44 frames. utt_duration=1284 frames, utt_pad_proportion=0.04623, over 7673.18 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.317, pruned_loss=0.08464, over 2473771.51 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06606, over 19143.68 utterances.], batch size: 36, lr: 6.91e-04
2022-08-22 06:25:14,927 INFO [train.py:927] (5/8) Epoch 4, batch 11750, giga_loss[loss=0.2591, simple_loss=0.317, pruned_loss=0.1006, over 12365.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.1965, over 368.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3166, pruned_loss=0.08211, over 2474012.53 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06486, over 18470.57 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3172, pruned_loss=0.07451, over 2460515.40 frames. utt_duration=1275 frames, utt_pad_proportion=0.04895, over 7729.80 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3149, pruned_loss=0.08207, over 2474296.86 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06485, over 19466.03 utterances.], batch size: 368, lr: 6.91e-04
2022-08-22 06:26:55,313 INFO [train.py:927] (5/8) Epoch 4, batch 11800, libri_loss[loss=0.2328, simple_loss=0.3205, pruned_loss=0.07257, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01476, over 40.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3164, pruned_loss=0.08084, over 2473889.10 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06244, over 18287.23 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3172, pruned_loss=0.07455, over 2460496.20 frames. utt_duration=1265 frames, utt_pad_proportion=0.05227, over 7786.85 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.315, pruned_loss=0.08097, over 2474525.61 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06161, over 19361.79 utterances.], batch size: 40, lr: 6.90e-04
2022-08-22 06:28:37,682 INFO [train.py:927] (5/8) Epoch 4, batch 11850, giga_loss[loss=0.2726, simple_loss=0.3388, pruned_loss=0.1032, over 12425.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05465, over 162.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3175, pruned_loss=0.08132, over 2473845.16 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06388, over 18381.86 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3166, pruned_loss=0.07435, over 2460339.88 frames. utt_duration=1272 frames, utt_pad_proportion=0.05119, over 7745.16 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3169, pruned_loss=0.08179, over 2474904.86 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06368, over 19617.95 utterances.], batch size: 162, lr: 6.90e-04
2022-08-22 06:30:21,131 INFO [train.py:927] (5/8) Epoch 4, batch 11900, giga_loss[loss=0.2413, simple_loss=0.322, pruned_loss=0.08033, over 12404.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02546, over 48.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3202, pruned_loss=0.08305, over 2473335.38 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05986, over 17669.53 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3167, pruned_loss=0.07432, over 2460678.33 frames. utt_duration=1273 frames, utt_pad_proportion=0.05056, over 7739.41 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3196, pruned_loss=0.08362, over 2474183.00 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06028, over 18896.24 utterances.], batch size: 48, lr: 6.90e-04
2022-08-22 06:32:06,047 INFO [train.py:927] (5/8) Epoch 4, batch 11950, giga_loss[loss=0.2308, simple_loss=0.3102, pruned_loss=0.07567, over 12326.00 frames. utt_duration=1763 frames, utt_pad_proportion=0.03207, over 28.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.324, pruned_loss=0.08543, over 2473597.80 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05877, over 17675.03 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3189, pruned_loss=0.07483, over 2460915.39 frames. utt_duration=1261 frames, utt_pad_proportion=0.05379, over 7813.91 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3218, pruned_loss=0.08556, over 2474231.77 frames. utt_duration=530.4 frames, utt_pad_proportion=0.05798, over 18710.89 utterances.], batch size: 28, lr: 6.90e-04
2022-08-22 06:33:49,415 INFO [train.py:927] (5/8) Epoch 4, batch 12000, giga_loss[loss=0.2816, simple_loss=0.3589, pruned_loss=0.1022, over 12347.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03239, over 97.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3257, pruned_loss=0.08595, over 2473049.03 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06018, over 17788.85 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3188, pruned_loss=0.07503, over 2461179.48 frames. utt_duration=1251 frames, utt_pad_proportion=0.05757, over 7881.27 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3241, pruned_loss=0.08607, over 2473524.95 frames. utt_duration=530 frames, utt_pad_proportion=0.05808, over 18719.76 utterances.], batch size: 97, lr: 6.90e-04
2022-08-22 06:33:49,416 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 06:34:03,590 INFO [train.py:967] (5/8) 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] (5/8) Epoch 4, batch 12050, giga_loss[loss=0.2722, simple_loss=0.347, pruned_loss=0.09876, over 12460.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03194, over 86.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3262, pruned_loss=0.08629, over 2472726.79 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06136, over 17739.31 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3186, pruned_loss=0.07489, over 2461157.11 frames. utt_duration=1254 frames, utt_pad_proportion=0.05709, over 7860.10 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3253, pruned_loss=0.08665, over 2473284.67 frames. utt_duration=532.8 frames, utt_pad_proportion=0.0598, over 18620.46 utterances.], batch size: 86, lr: 6.90e-04
2022-08-22 06:37:24,356 INFO [train.py:927] (5/8) Epoch 4, batch 12100, giga_loss[loss=0.2059, simple_loss=0.2951, pruned_loss=0.0583, over 12417.00 frames. utt_duration=753.9 frames, utt_pad_proportion=0.02472, over 66.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3242, pruned_loss=0.0854, over 2473103.59 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06258, over 17974.08 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3185, pruned_loss=0.07494, over 2461451.80 frames. utt_duration=1256 frames, utt_pad_proportion=0.05652, over 7847.29 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3236, pruned_loss=0.08579, over 2473435.82 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06158, over 18823.53 utterances.], batch size: 66, lr: 6.89e-04
2022-08-22 06:39:05,874 INFO [train.py:927] (5/8) Epoch 4, batch 12150, giga_loss[loss=0.2949, simple_loss=0.3632, pruned_loss=0.1133, over 12365.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02838, over 70.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3231, pruned_loss=0.08454, over 2472734.23 frames. utt_duration=594 frames, utt_pad_proportion=0.05949, over 16692.75 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3191, pruned_loss=0.07528, over 2461494.33 frames. utt_duration=1247 frames, utt_pad_proportion=0.05985, over 7908.31 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3221, pruned_loss=0.08466, over 2473104.89 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05737, over 17434.71 utterances.], batch size: 70, lr: 6.89e-04
2022-08-22 06:40:44,217 INFO [train.py:927] (5/8) Epoch 4, batch 12200, giga_loss[loss=0.23, simple_loss=0.3133, pruned_loss=0.07331, over 12386.00 frames. utt_duration=343.2 frames, utt_pad_proportion=0.03877, over 145.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3219, pruned_loss=0.08345, over 2472300.52 frames. utt_duration=615 frames, utt_pad_proportion=0.05831, over 16118.47 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3187, pruned_loss=0.07522, over 2461990.41 frames. utt_duration=1253 frames, utt_pad_proportion=0.05839, over 7871.07 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3216, pruned_loss=0.08389, over 2472494.79 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05723, over 17018.84 utterances.], batch size: 145, lr: 6.89e-04
2022-08-22 06:42:25,583 INFO [train.py:927] (5/8) Epoch 4, batch 12250, giga_loss[loss=0.2232, simple_loss=0.3087, pruned_loss=0.06888, over 12097.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.0397, over 30.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3218, pruned_loss=0.08339, over 2472651.39 frames. utt_duration=609.6 frames, utt_pad_proportion=0.05884, over 16265.09 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.319, pruned_loss=0.07549, over 2462561.08 frames. utt_duration=1252 frames, utt_pad_proportion=0.05755, over 7874.66 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3213, pruned_loss=0.08365, over 2472495.43 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05833, over 17120.48 utterances.], batch size: 30, lr: 6.89e-04
2022-08-22 06:44:05,314 INFO [train.py:927] (5/8) Epoch 4, batch 12300, giga_loss[loss=0.2283, simple_loss=0.2998, pruned_loss=0.07838, over 12350.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03195, over 85.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3195, pruned_loss=0.08256, over 2472873.59 frames. utt_duration=620.3 frames, utt_pad_proportion=0.0582, over 15984.75 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3187, pruned_loss=0.0754, over 2462513.14 frames. utt_duration=1253 frames, utt_pad_proportion=0.05701, over 7868.53 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3195, pruned_loss=0.08295, over 2472940.46 frames. utt_duration=591 frames, utt_pad_proportion=0.05806, over 16779.04 utterances.], batch size: 85, lr: 6.89e-04
2022-08-22 06:45:45,188 INFO [train.py:927] (5/8) Epoch 4, batch 12350, giga_loss[loss=0.2033, simple_loss=0.2868, pruned_loss=0.0599, over 12264.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03585, over 28.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3154, pruned_loss=0.08093, over 2473160.94 frames. utt_duration=624.3 frames, utt_pad_proportion=0.06452, over 15883.11 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3184, pruned_loss=0.07542, over 2462852.79 frames. utt_duration=1256 frames, utt_pad_proportion=0.05639, over 7852.63 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3156, pruned_loss=0.08129, over 2473045.00 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06447, over 16641.66 utterances.], batch size: 28, lr: 6.88e-04
2022-08-22 06:47:26,123 INFO [train.py:927] (5/8) Epoch 4, batch 12400, giga_loss[loss=0.2035, simple_loss=0.2827, pruned_loss=0.06212, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04366, over 31.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3134, pruned_loss=0.08036, over 2473040.47 frames. utt_duration=625.1 frames, utt_pad_proportion=0.06387, over 15862.60 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3185, pruned_loss=0.07568, over 2462532.32 frames. utt_duration=1259 frames, utt_pad_proportion=0.05578, over 7831.94 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3134, pruned_loss=0.08047, over 2473361.76 frames. utt_duration=598.1 frames, utt_pad_proportion=0.06412, over 16581.77 utterances.], batch size: 31, lr: 6.88e-04
2022-08-22 06:49:06,718 INFO [train.py:927] (5/8) Epoch 4, batch 12450, giga_loss[loss=0.1793, simple_loss=0.2624, pruned_loss=0.04807, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04013, over 28.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3109, pruned_loss=0.07959, over 2472819.57 frames. utt_duration=619 frames, utt_pad_proportion=0.06196, over 16018.40 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3193, pruned_loss=0.0761, over 2462473.76 frames. utt_duration=1260 frames, utt_pad_proportion=0.0551, over 7825.49 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3102, pruned_loss=0.07939, over 2473255.78 frames. utt_duration=594 frames, utt_pad_proportion=0.06258, over 16696.75 utterances.], batch size: 28, lr: 6.88e-04
2022-08-22 06:50:47,129 INFO [train.py:927] (5/8) Epoch 4, batch 12500, giga_loss[loss=0.1986, simple_loss=0.2885, pruned_loss=0.05438, over 12341.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03339, over 58.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.31, pruned_loss=0.07869, over 2472052.26 frames. utt_duration=624.6 frames, utt_pad_proportion=0.06143, over 15869.27 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.321, pruned_loss=0.07641, over 2462633.06 frames. utt_duration=1262 frames, utt_pad_proportion=0.05445, over 7815.14 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3076, pruned_loss=0.07827, over 2472393.74 frames. utt_duration=599.9 frames, utt_pad_proportion=0.06225, over 16525.62 utterances.], batch size: 58, lr: 6.88e-04
2022-08-22 06:52:30,040 INFO [train.py:927] (5/8) Epoch 4, batch 12550, libri_loss[loss=0.2445, simple_loss=0.3106, pruned_loss=0.08921, over 12410.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005523, over 31.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3115, pruned_loss=0.07875, over 2471981.96 frames. utt_duration=627.5 frames, utt_pad_proportion=0.05815, over 15796.52 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3218, pruned_loss=0.07655, over 2462737.40 frames. utt_duration=1268 frames, utt_pad_proportion=0.0533, over 7778.23 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3087, pruned_loss=0.07834, over 2472385.01 frames. utt_duration=598.4 frames, utt_pad_proportion=0.05947, over 16566.92 utterances.], batch size: 31, lr: 6.88e-04
2022-08-22 06:54:09,381 INFO [train.py:927] (5/8) Epoch 4, batch 12600, giga_loss[loss=0.2243, simple_loss=0.3121, pruned_loss=0.06826, over 12381.00 frames. utt_duration=972.6 frames, utt_pad_proportion=0.02935, over 51.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.313, pruned_loss=0.07929, over 2472559.57 frames. utt_duration=586 frames, utt_pad_proportion=0.06066, over 16920.95 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3221, pruned_loss=0.07687, over 2463019.60 frames. utt_duration=1261 frames, utt_pad_proportion=0.05351, over 7823.37 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3103, pruned_loss=0.07874, over 2472834.65 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06153, over 17683.49 utterances.], batch size: 51, lr: 6.87e-04
2022-08-22 06:55:51,434 INFO [train.py:927] (5/8) Epoch 4, batch 12650, giga_loss[loss=0.2212, simple_loss=0.3021, pruned_loss=0.07012, over 12409.00 frames. utt_duration=904 frames, utt_pad_proportion=0.0311, over 55.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3125, pruned_loss=0.07822, over 2473567.09 frames. utt_duration=558 frames, utt_pad_proportion=0.05763, over 17779.10 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.322, pruned_loss=0.07731, over 2463215.00 frames. utt_duration=1265 frames, utt_pad_proportion=0.05232, over 7796.09 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3101, pruned_loss=0.07741, over 2473881.23 frames. utt_duration=531.1 frames, utt_pad_proportion=0.05892, over 18683.56 utterances.], batch size: 55, lr: 6.87e-04
2022-08-22 06:57:30,411 INFO [train.py:927] (5/8) Epoch 4, batch 12700, giga_loss[loss=0.2626, simple_loss=0.3207, pruned_loss=0.1023, over 12364.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1946, over 365.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3123, pruned_loss=0.0785, over 2474262.76 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05987, over 17922.09 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3221, pruned_loss=0.07771, over 2463298.48 frames. utt_duration=1269 frames, utt_pad_proportion=0.0513, over 7772.41 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3101, pruned_loss=0.07751, over 2474681.69 frames. utt_duration=525.4 frames, utt_pad_proportion=0.0612, over 18894.76 utterances.], batch size: 365, lr: 6.87e-04
2022-08-22 06:59:09,724 INFO [train.py:927] (5/8) Epoch 4, batch 12750, giga_loss[loss=0.22, simple_loss=0.2948, pruned_loss=0.07264, over 12293.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03377, over 28.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3121, pruned_loss=0.07822, over 2473953.58 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06048, over 17641.55 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3221, pruned_loss=0.07801, over 2463449.55 frames. utt_duration=1259 frames, utt_pad_proportion=0.05599, over 7834.75 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3102, pruned_loss=0.07716, over 2474348.41 frames. utt_duration=535.4 frames, utt_pad_proportion=0.05979, over 18536.68 utterances.], batch size: 28, lr: 6.87e-04
2022-08-22 07:00:48,333 INFO [train.py:927] (5/8) Epoch 4, batch 12800, libri_loss[loss=0.2059, simple_loss=0.2778, pruned_loss=0.06706, over 12176.00 frames. utt_duration=1805 frames, utt_pad_proportion=0.06113, over 27.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.314, pruned_loss=0.07935, over 2473732.94 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06299, over 17915.99 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3213, pruned_loss=0.07788, over 2463296.67 frames. utt_duration=1267 frames, utt_pad_proportion=0.05539, over 7784.40 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3129, pruned_loss=0.07866, over 2474437.55 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06262, over 18903.98 utterances.], batch size: 27, lr: 6.87e-04
2022-08-22 07:02:26,958 INFO [train.py:927] (5/8) Epoch 4, batch 12850, giga_loss[loss=0.2348, simple_loss=0.3175, pruned_loss=0.07609, over 12367.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03143, over 58.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3144, pruned_loss=0.07934, over 2473626.50 frames. utt_duration=562 frames, utt_pad_proportion=0.06433, over 17653.51 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3215, pruned_loss=0.07814, over 2463213.95 frames. utt_duration=1271 frames, utt_pad_proportion=0.05459, over 7761.82 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3133, pruned_loss=0.07858, over 2474462.56 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06433, over 18647.33 utterances.], batch size: 58, lr: 6.87e-04
2022-08-22 07:04:07,362 INFO [train.py:927] (5/8) Epoch 4, batch 12900, giga_loss[loss=0.2292, simple_loss=0.3119, pruned_loss=0.07329, over 12372.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0405, over 113.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3144, pruned_loss=0.0791, over 2473601.34 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06139, over 16965.32 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3223, pruned_loss=0.07851, over 2463373.65 frames. utt_duration=1270 frames, utt_pad_proportion=0.05428, over 7765.16 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3127, pruned_loss=0.07816, over 2474202.30 frames. utt_duration=556.5 frames, utt_pad_proportion=0.0617, over 17832.67 utterances.], batch size: 113, lr: 6.86e-04
2022-08-22 07:05:45,804 INFO [train.py:927] (5/8) Epoch 4, batch 12950, giga_loss[loss=0.1861, simple_loss=0.2651, pruned_loss=0.05357, over 12480.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04116, over 31.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3113, pruned_loss=0.07801, over 2473527.03 frames. utt_duration=602.8 frames, utt_pad_proportion=0.06178, over 16453.81 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3218, pruned_loss=0.07848, over 2463790.27 frames. utt_duration=1276 frames, utt_pad_proportion=0.05319, over 7729.79 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3102, pruned_loss=0.07729, over 2473911.47 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06253, over 17416.70 utterances.], batch size: 31, lr: 6.86e-04
2022-08-22 07:07:25,911 INFO [train.py:927] (5/8) Epoch 4, batch 13000, giga_loss[loss=0.239, simple_loss=0.3213, pruned_loss=0.07835, over 12360.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03131, over 85.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3118, pruned_loss=0.07781, over 2472830.31 frames. utt_duration=604.7 frames, utt_pad_proportion=0.05967, over 16398.28 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3221, pruned_loss=0.07878, over 2463364.39 frames. utt_duration=1279 frames, utt_pad_proportion=0.0526, over 7711.94 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3105, pruned_loss=0.07697, over 2473632.25 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06065, over 17287.58 utterances.], batch size: 85, lr: 6.86e-04
2022-08-22 07:09:02,161 INFO [train.py:927] (5/8) Epoch 4, batch 13050, libri_loss[loss=0.2655, simple_loss=0.3331, pruned_loss=0.0989, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006127, over 34.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.07943, over 2472865.62 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05983, over 16965.33 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3229, pruned_loss=0.08026, over 2463946.35 frames. utt_duration=1258 frames, utt_pad_proportion=0.06001, over 7845.20 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3126, pruned_loss=0.07736, over 2473407.55 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05786, over 17984.60 utterances.], batch size: 34, lr: 6.86e-04
2022-08-22 07:10:40,337 INFO [train.py:927] (5/8) Epoch 4, batch 13100, giga_loss[loss=0.2483, simple_loss=0.3199, pruned_loss=0.08834, over 12395.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06385, over 183.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3137, pruned_loss=0.0797, over 2473617.14 frames. utt_duration=585.1 frames, utt_pad_proportion=0.0561, over 16955.21 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3229, pruned_loss=0.0804, over 2464121.97 frames. utt_duration=1256 frames, utt_pad_proportion=0.05976, over 7854.88 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3117, pruned_loss=0.0779, over 2474077.57 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05481, over 17965.54 utterances.], batch size: 183, lr: 6.86e-04
2022-08-22 07:12:18,759 INFO [train.py:927] (5/8) Epoch 4, batch 13150, giga_loss[loss=0.2111, simple_loss=0.2885, pruned_loss=0.06691, over 12435.00 frames. utt_duration=906 frames, utt_pad_proportion=0.02896, over 55.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3119, pruned_loss=0.07995, over 2473419.81 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05576, over 17239.14 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3226, pruned_loss=0.08066, over 2464359.84 frames. utt_duration=1264 frames, utt_pad_proportion=0.05839, over 7810.53 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3102, pruned_loss=0.07823, over 2473876.94 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05527, over 18399.61 utterances.], batch size: 55, lr: 6.85e-04
2022-08-22 07:13:58,532 INFO [train.py:927] (5/8) Epoch 4, batch 13200, giga_loss[loss=0.2142, simple_loss=0.2978, pruned_loss=0.06527, over 12462.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03045, over 75.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3099, pruned_loss=0.0791, over 2473580.36 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05654, over 16863.30 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3239, pruned_loss=0.08172, over 2464590.67 frames. utt_duration=1239 frames, utt_pad_proportion=0.06541, over 7964.08 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3072, pruned_loss=0.07671, over 2473895.75 frames. utt_duration=557 frames, utt_pad_proportion=0.05311, over 17813.09 utterances.], batch size: 75, lr: 6.85e-04
2022-08-22 07:15:40,106 INFO [train.py:927] (5/8) Epoch 4, batch 13250, giga_loss[loss=0.1936, simple_loss=0.2737, pruned_loss=0.05676, over 12373.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02691, over 66.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3043, pruned_loss=0.0766, over 2473341.43 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05287, over 16277.54 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3232, pruned_loss=0.08156, over 2464618.77 frames. utt_duration=1243 frames, utt_pad_proportion=0.06464, over 7937.86 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3025, pruned_loss=0.07479, over 2473732.76 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05048, over 17215.08 utterances.], batch size: 66, lr: 6.85e-04
2022-08-22 07:17:19,651 INFO [train.py:927] (5/8) Epoch 4, batch 13300, giga_loss[loss=0.2266, simple_loss=0.3029, pruned_loss=0.07511, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03471, over 30.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3034, pruned_loss=0.07635, over 2473488.79 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05227, over 16342.97 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3233, pruned_loss=0.08165, over 2464710.79 frames. utt_duration=1245 frames, utt_pad_proportion=0.06389, over 7926.87 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3015, pruned_loss=0.07476, over 2473831.05 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05065, over 17207.45 utterances.], batch size: 30, lr: 6.85e-04
2022-08-22 07:19:00,690 INFO [train.py:927] (5/8) Epoch 4, batch 13350, libri_loss[loss=0.2781, simple_loss=0.342, pruned_loss=0.107, over 12372.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01084, over 38.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3061, pruned_loss=0.07704, over 2473569.15 frames. utt_duration=607.3 frames, utt_pad_proportion=0.05236, over 16331.45 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3235, pruned_loss=0.08175, over 2464904.62 frames. utt_duration=1247 frames, utt_pad_proportion=0.06257, over 7913.12 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.304, pruned_loss=0.07554, over 2473915.79 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05149, over 17272.50 utterances.], batch size: 38, lr: 6.85e-04
2022-08-22 07:20:39,959 INFO [train.py:927] (5/8) Epoch 4, batch 13400, giga_loss[loss=0.2209, simple_loss=0.3079, pruned_loss=0.06694, over 12382.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03608, over 80.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3093, pruned_loss=0.07801, over 2474007.38 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05447, over 16926.64 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3236, pruned_loss=0.08179, over 2464897.10 frames. utt_duration=1247 frames, utt_pad_proportion=0.06234, over 7914.55 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3075, pruned_loss=0.07677, over 2474325.51 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05379, over 17701.02 utterances.], batch size: 80, lr: 6.84e-04
2022-08-22 07:22:26,575 INFO [train.py:927] (5/8) Epoch 4, batch 13450, giga_loss[loss=0.2532, simple_loss=0.3311, pruned_loss=0.0876, over 12447.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.0315, over 80.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3142, pruned_loss=0.08146, over 2474294.20 frames. utt_duration=582.7 frames, utt_pad_proportion=0.05416, over 17029.12 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3237, pruned_loss=0.08188, over 2464610.83 frames. utt_duration=1250 frames, utt_pad_proportion=0.0619, over 7898.45 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3125, pruned_loss=0.08039, over 2474880.78 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05379, over 17732.15 utterances.], batch size: 80, lr: 6.84e-04
2022-08-22 07:24:07,881 INFO [train.py:927] (5/8) Epoch 4, batch 13500, giga_loss[loss=0.3064, simple_loss=0.3728, pruned_loss=0.12, over 12441.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03033, over 80.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3219, pruned_loss=0.08715, over 2473424.04 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05692, over 17380.42 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3243, pruned_loss=0.08308, over 2463979.66 frames. utt_duration=1254 frames, utt_pad_proportion=0.05992, over 7871.75 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3197, pruned_loss=0.08526, over 2474917.40 frames. utt_duration=539 frames, utt_pad_proportion=0.05726, over 18416.75 utterances.], batch size: 80, lr: 6.84e-04
2022-08-22 07:25:58,087 INFO [train.py:927] (5/8) Epoch 4, batch 13550, giga_loss[loss=0.334, simple_loss=0.3844, pruned_loss=0.1419, over 12367.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.053, over 161.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.33, pruned_loss=0.0941, over 2474406.27 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06408, over 18787.18 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3246, pruned_loss=0.08351, over 2464602.46 frames. utt_duration=1252 frames, utt_pad_proportion=0.0587, over 7881.36 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3279, pruned_loss=0.09238, over 2475302.76 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06439, over 19868.42 utterances.], batch size: 161, lr: 6.84e-04
2022-08-22 07:27:40,276 INFO [train.py:927] (5/8) Epoch 4, batch 13600, giga_loss[loss=0.3086, simple_loss=0.3713, pruned_loss=0.1229, over 12436.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04146, over 146.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3367, pruned_loss=0.09995, over 2474559.51 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06159, over 19383.66 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3238, pruned_loss=0.08343, over 2464414.04 frames. utt_duration=1261 frames, utt_pad_proportion=0.05763, over 7828.62 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3361, pruned_loss=0.09903, over 2475729.29 frames. utt_duration=482 frames, utt_pad_proportion=0.06234, over 20610.30 utterances.], batch size: 146, lr: 6.84e-04
2022-08-22 07:29:24,832 INFO [train.py:927] (5/8) Epoch 4, batch 13650, giga_loss[loss=0.2871, simple_loss=0.3491, pruned_loss=0.1126, over 12351.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02852, over 66.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3418, pruned_loss=0.1046, over 2475089.51 frames. utt_duration=499.3 frames, utt_pad_proportion=0.0645, over 19889.66 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3247, pruned_loss=0.08433, over 2464906.70 frames. utt_duration=1235 frames, utt_pad_proportion=0.06601, over 7992.43 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3409, pruned_loss=0.1035, over 2475862.68 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06211, over 21039.69 utterances.], batch size: 66, lr: 6.84e-04
2022-08-22 07:31:14,645 INFO [train.py:927] (5/8) Epoch 4, batch 13700, giga_loss[loss=0.2597, simple_loss=0.3299, pruned_loss=0.09477, over 12424.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03638, over 113.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3475, pruned_loss=0.1097, over 2475778.77 frames. utt_duration=483.5 frames, utt_pad_proportion=0.0663, over 20544.84 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3249, pruned_loss=0.08483, over 2464990.25 frames. utt_duration=1238 frames, utt_pad_proportion=0.06516, over 7974.81 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3469, pruned_loss=0.1089, over 2476502.06 frames. utt_duration=458.2 frames, utt_pad_proportion=0.06465, over 21691.02 utterances.], batch size: 113, lr: 6.83e-04
2022-08-22 07:33:03,090 INFO [train.py:927] (5/8) Epoch 4, batch 13750, giga_loss[loss=0.2688, simple_loss=0.3409, pruned_loss=0.09839, over 12371.00 frames. utt_duration=751 frames, utt_pad_proportion=0.0284, over 66.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3476, pruned_loss=0.1106, over 2476197.51 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07005, over 20651.34 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3248, pruned_loss=0.08496, over 2465045.45 frames. utt_duration=1241 frames, utt_pad_proportion=0.06445, over 7955.30 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3476, pruned_loss=0.1101, over 2476844.39 frames. utt_duration=457 frames, utt_pad_proportion=0.06884, over 21746.46 utterances.], batch size: 66, lr: 6.83e-04
2022-08-22 07:34:48,007 INFO [train.py:927] (5/8) Epoch 4, batch 13800, giga_loss[loss=0.4046, simple_loss=0.4134, pruned_loss=0.1978, over 12388.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.3504, pruned_loss=0.1133, over 2475768.76 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07543, over 21667.73 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3253, pruned_loss=0.08536, over 2464919.83 frames. utt_duration=1246 frames, utt_pad_proportion=0.06317, over 7920.15 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3506, pruned_loss=0.1133, over 2476704.83 frames. utt_duration=433 frames, utt_pad_proportion=0.0748, over 22959.20 utterances.], batch size: 259, lr: 6.83e-04
2022-08-22 07:36:32,192 INFO [train.py:927] (5/8) Epoch 4, batch 13850, giga_loss[loss=0.2957, simple_loss=0.3427, pruned_loss=0.1244, over 12332.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2899, simple_loss=0.3518, pruned_loss=0.114, over 2476157.07 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08282, over 23014.93 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3255, pruned_loss=0.08575, over 2464937.80 frames. utt_duration=1246 frames, utt_pad_proportion=0.06274, over 7922.36 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.3522, pruned_loss=0.1141, over 2477030.69 frames. utt_duration=410.5 frames, utt_pad_proportion=0.08216, over 24222.19 utterances.], batch size: 370, lr: 6.83e-04
2022-08-22 07:38:18,727 INFO [train.py:927] (5/8) Epoch 4, batch 13900, giga_loss[loss=0.272, simple_loss=0.3449, pruned_loss=0.09953, over 12385.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04131, over 133.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3489, pruned_loss=0.1098, over 2474428.02 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07841, over 21766.62 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3258, pruned_loss=0.08615, over 2465099.29 frames. utt_duration=1247 frames, utt_pad_proportion=0.06179, over 7917.00 utterances.], giga_tot_loss[loss=0.2846, simple_loss=0.3493, pruned_loss=0.1099, over 2475153.86 frames. utt_duration=432.1 frames, utt_pad_proportion=0.0785, over 22993.08 utterances.], batch size: 133, lr: 6.83e-04
2022-08-22 07:40:04,354 INFO [train.py:927] (5/8) Epoch 4, batch 13950, giga_loss[loss=0.2454, simple_loss=0.3231, pruned_loss=0.08381, over 12355.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03232, over 62.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3455, pruned_loss=0.1064, over 2473898.75 frames. utt_duration=458.8 frames, utt_pad_proportion=0.08149, over 21639.07 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3252, pruned_loss=0.08601, over 2465121.71 frames. utt_duration=1254 frames, utt_pad_proportion=0.06082, over 7874.57 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3468, pruned_loss=0.1071, over 2474684.39 frames. utt_duration=432.7 frames, utt_pad_proportion=0.0818, over 22955.27 utterances.], batch size: 62, lr: 6.82e-04
2022-08-22 07:41:47,962 INFO [train.py:927] (5/8) Epoch 4, batch 14000, libri_loss[loss=0.2313, simple_loss=0.3065, pruned_loss=0.07799, over 12293.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006277, over 37.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3425, pruned_loss=0.1037, over 2474391.13 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07854, over 20715.75 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3259, pruned_loss=0.08648, over 2465352.50 frames. utt_duration=1241 frames, utt_pad_proportion=0.06436, over 7952.86 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3436, pruned_loss=0.1046, over 2475200.81 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07808, over 22249.23 utterances.], batch size: 37, lr: 6.82e-04
2022-08-22 07:43:35,655 INFO [train.py:927] (5/8) Epoch 4, batch 14050, giga_loss[loss=0.2683, simple_loss=0.3437, pruned_loss=0.09641, over 12367.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03134, over 58.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3429, pruned_loss=0.1037, over 2474126.57 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07565, over 20519.49 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.326, pruned_loss=0.08684, over 2465032.02 frames. utt_duration=1229 frames, utt_pad_proportion=0.06858, over 8031.39 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3441, pruned_loss=0.1044, over 2475221.70 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07431, over 21938.27 utterances.], batch size: 58, lr: 6.82e-04
2022-08-22 07:45:26,922 INFO [train.py:927] (5/8) Epoch 4, batch 14100, giga_loss[loss=0.2573, simple_loss=0.3393, pruned_loss=0.08764, over 12354.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03054, over 85.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3422, pruned_loss=0.1022, over 2474036.13 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07927, over 21132.38 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.326, pruned_loss=0.08707, over 2465395.33 frames. utt_duration=1235 frames, utt_pad_proportion=0.06705, over 7993.03 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3435, pruned_loss=0.103, over 2474832.58 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07855, over 22636.54 utterances.], batch size: 85, lr: 6.82e-04
2022-08-22 07:47:14,872 INFO [train.py:927] (5/8) Epoch 4, batch 14150, giga_loss[loss=0.3123, simple_loss=0.3623, pruned_loss=0.1311, over 12378.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07113, over 212.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3425, pruned_loss=0.1016, over 2474468.27 frames. utt_duration=461.5 frames, utt_pad_proportion=0.0784, over 21514.06 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3261, pruned_loss=0.08728, over 2465384.67 frames. utt_duration=1238 frames, utt_pad_proportion=0.06625, over 7977.21 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3437, pruned_loss=0.1023, over 2475219.26 frames. utt_duration=434 frames, utt_pad_proportion=0.07817, over 22891.95 utterances.], batch size: 212, lr: 6.82e-04
2022-08-22 07:49:02,052 INFO [train.py:927] (5/8) Epoch 4, batch 14200, giga_loss[loss=0.2338, simple_loss=0.3019, pruned_loss=0.08285, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02627, over 45.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3419, pruned_loss=0.102, over 2474012.27 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07568, over 21565.68 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3256, pruned_loss=0.08731, over 2465423.95 frames. utt_duration=1244 frames, utt_pad_proportion=0.06443, over 7939.69 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3438, pruned_loss=0.103, over 2474889.84 frames. utt_duration=428.6 frames, utt_pad_proportion=0.0763, over 23176.28 utterances.], batch size: 45, lr: 6.82e-04
2022-08-22 07:50:47,434 INFO [train.py:927] (5/8) Epoch 4, batch 14250, giga_loss[loss=0.2312, simple_loss=0.3158, pruned_loss=0.07327, over 12180.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03092, over 39.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3408, pruned_loss=0.1015, over 2473525.18 frames. utt_duration=487.7 frames, utt_pad_proportion=0.0722, over 20346.54 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3266, pruned_loss=0.08748, over 2465689.36 frames. utt_duration=1245 frames, utt_pad_proportion=0.06353, over 7932.28 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3418, pruned_loss=0.1025, over 2474150.47 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07333, over 21937.47 utterances.], batch size: 39, lr: 6.81e-04
2022-08-22 07:52:34,109 INFO [train.py:927] (5/8) Epoch 4, batch 14300, giga_loss[loss=0.2313, simple_loss=0.3184, pruned_loss=0.07209, over 12314.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02917, over 74.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3383, pruned_loss=0.09923, over 2472925.69 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06698, over 19551.39 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3262, pruned_loss=0.08741, over 2465197.34 frames. utt_duration=1249 frames, utt_pad_proportion=0.06252, over 7903.61 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3398, pruned_loss=0.1004, over 2474083.90 frames. utt_duration=468.9 frames, utt_pad_proportion=0.06868, over 21171.76 utterances.], batch size: 74, lr: 6.81e-04
2022-08-22 07:54:18,804 INFO [train.py:927] (5/8) Epoch 4, batch 14350, giga_loss[loss=0.2976, simple_loss=0.3586, pruned_loss=0.1183, over 12418.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06244, over 183.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3378, pruned_loss=0.0987, over 2473388.11 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06319, over 19102.35 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.326, pruned_loss=0.08748, over 2465192.03 frames. utt_duration=1248 frames, utt_pad_proportion=0.06226, over 7913.58 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3394, pruned_loss=0.09979, over 2474431.40 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06494, over 20580.35 utterances.], batch size: 183, lr: 6.81e-04
2022-08-22 07:56:04,295 INFO [train.py:927] (5/8) Epoch 4, batch 14400, giga_loss[loss=0.2535, simple_loss=0.328, pruned_loss=0.08953, over 12349.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02958, over 91.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3368, pruned_loss=0.09906, over 2473737.30 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06989, over 20412.34 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.326, pruned_loss=0.0878, over 2465170.72 frames. utt_duration=1249 frames, utt_pad_proportion=0.06163, over 7906.20 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3382, pruned_loss=0.09983, over 2474748.88 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07097, over 21793.21 utterances.], batch size: 91, lr: 6.81e-04
2022-08-22 07:57:49,876 INFO [train.py:927] (5/8) Epoch 4, batch 14450, giga_loss[loss=0.3309, simple_loss=0.3777, pruned_loss=0.142, over 12374.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09852, over 256.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3356, pruned_loss=0.09889, over 2473911.95 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06602, over 20160.08 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3262, pruned_loss=0.08814, over 2465222.25 frames. utt_duration=1249 frames, utt_pad_proportion=0.06063, over 7902.69 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3368, pruned_loss=0.09943, over 2474853.97 frames. utt_duration=461.2 frames, utt_pad_proportion=0.06748, over 21533.35 utterances.], batch size: 256, lr: 6.81e-04
2022-08-22 07:59:36,609 INFO [train.py:927] (5/8) Epoch 4, batch 14500, giga_loss[loss=0.2396, simple_loss=0.3101, pruned_loss=0.08459, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04522, over 31.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3344, pruned_loss=0.09842, over 2474331.39 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06673, over 19837.11 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3263, pruned_loss=0.08821, over 2465287.30 frames. utt_duration=1251 frames, utt_pad_proportion=0.05957, over 7892.91 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3355, pruned_loss=0.09906, over 2475270.41 frames. utt_duration=466.9 frames, utt_pad_proportion=0.0683, over 21273.26 utterances.], batch size: 31, lr: 6.80e-04
2022-08-22 08:01:22,211 INFO [train.py:927] (5/8) Epoch 4, batch 14550, giga_loss[loss=0.2493, simple_loss=0.3264, pruned_loss=0.08606, over 12467.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02974, over 55.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3372, pruned_loss=0.09846, over 2473702.21 frames. utt_duration=499.2 frames, utt_pad_proportion=0.0692, over 19880.54 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3287, pruned_loss=0.08843, over 2465413.86 frames. utt_duration=1252 frames, utt_pad_proportion=0.05933, over 7888.45 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3359, pruned_loss=0.0988, over 2474362.03 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07038, over 21061.06 utterances.], batch size: 55, lr: 6.80e-04
2022-08-22 08:03:06,658 INFO [train.py:927] (5/8) Epoch 4, batch 14600, giga_loss[loss=0.338, simple_loss=0.3933, pruned_loss=0.1414, over 12363.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04041, over 145.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3375, pruned_loss=0.09867, over 2473718.86 frames. utt_duration=499.5 frames, utt_pad_proportion=0.0713, over 19868.97 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3291, pruned_loss=0.08915, over 2465691.36 frames. utt_duration=1240 frames, utt_pad_proportion=0.06354, over 7963.20 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3362, pruned_loss=0.09845, over 2474109.16 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07077, over 20882.35 utterances.], batch size: 145, lr: 6.80e-04
2022-08-22 08:04:56,589 INFO [train.py:927] (5/8) Epoch 4, batch 14650, giga_loss[loss=0.2238, simple_loss=0.303, pruned_loss=0.07233, over 12351.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02871, over 48.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.338, pruned_loss=0.09972, over 2474001.99 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07474, over 20570.48 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.329, pruned_loss=0.08916, over 2465691.76 frames. utt_duration=1242 frames, utt_pad_proportion=0.06304, over 7951.59 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3371, pruned_loss=0.09962, over 2474379.93 frames. utt_duration=462.2 frames, utt_pad_proportion=0.0744, over 21483.65 utterances.], batch size: 48, lr: 6.80e-04
2022-08-22 08:06:41,237 INFO [train.py:927] (5/8) Epoch 4, batch 14700, giga_loss[loss=0.2727, simple_loss=0.3349, pruned_loss=0.1053, over 12349.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03259, over 97.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3382, pruned_loss=0.1013, over 2474300.51 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07585, over 20318.30 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.329, pruned_loss=0.08932, over 2465800.12 frames. utt_duration=1244 frames, utt_pad_proportion=0.06236, over 7936.37 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3376, pruned_loss=0.1012, over 2474608.60 frames. utt_duration=468.2 frames, utt_pad_proportion=0.0758, over 21208.60 utterances.], batch size: 97, lr: 6.80e-04
2022-08-22 08:08:24,696 INFO [train.py:927] (5/8) Epoch 4, batch 14750, giga_loss[loss=0.2031, simple_loss=0.2843, pruned_loss=0.06094, over 12343.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.02972, over 58.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3383, pruned_loss=0.1022, over 2474362.73 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07658, over 20355.17 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3292, pruned_loss=0.08989, over 2465508.86 frames. utt_duration=1249 frames, utt_pad_proportion=0.06097, over 7904.63 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.338, pruned_loss=0.102, over 2475096.53 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07709, over 21440.74 utterances.], batch size: 58, lr: 6.80e-04
2022-08-22 08:10:09,878 INFO [train.py:927] (5/8) Epoch 4, batch 14800, giga_loss[loss=0.2474, simple_loss=0.3367, pruned_loss=0.07905, over 12451.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03121, over 75.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3379, pruned_loss=0.1014, over 2473596.57 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07503, over 20455.40 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3291, pruned_loss=0.08991, over 2465396.90 frames. utt_duration=1252 frames, utt_pad_proportion=0.06029, over 7885.16 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3379, pruned_loss=0.1014, over 2474362.61 frames. utt_duration=462 frames, utt_pad_proportion=0.07578, over 21491.63 utterances.], batch size: 75, lr: 6.79e-04
2022-08-22 08:11:56,296 INFO [train.py:927] (5/8) Epoch 4, batch 14850, giga_loss[loss=0.2192, simple_loss=0.3031, pruned_loss=0.06764, over 12326.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.0345, over 58.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3349, pruned_loss=0.09919, over 2474431.62 frames. utt_duration=478 frames, utt_pad_proportion=0.07647, over 20769.25 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3294, pruned_loss=0.09028, over 2465687.14 frames. utt_duration=1241 frames, utt_pad_proportion=0.06436, over 7958.10 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3347, pruned_loss=0.099, over 2474902.60 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07594, over 21696.43 utterances.], batch size: 58, lr: 6.79e-04
2022-08-22 08:13:40,915 INFO [train.py:927] (5/8) Epoch 4, batch 14900, giga_loss[loss=0.2618, simple_loss=0.3284, pruned_loss=0.09758, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03156, over 42.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3347, pruned_loss=0.09946, over 2474469.70 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07695, over 21266.57 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3305, pruned_loss=0.09074, over 2465905.76 frames. utt_duration=1231 frames, utt_pad_proportion=0.06726, over 8021.37 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3337, pruned_loss=0.09908, over 2474842.70 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07563, over 22243.79 utterances.], batch size: 42, lr: 6.79e-04
2022-08-22 08:15:28,076 INFO [train.py:927] (5/8) Epoch 4, batch 14950, giga_loss[loss=0.2176, simple_loss=0.3144, pruned_loss=0.06041, over 12357.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04669, over 26.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3384, pruned_loss=0.1011, over 2474850.21 frames. utt_duration=470 frames, utt_pad_proportion=0.07816, over 21128.02 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3314, pruned_loss=0.09133, over 2466047.99 frames. utt_duration=1218 frames, utt_pad_proportion=0.071, over 8106.64 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.337, pruned_loss=0.1005, over 2475171.74 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07601, over 22052.58 utterances.], batch size: 26, lr: 6.79e-04
2022-08-22 08:17:11,612 INFO [train.py:927] (5/8) Epoch 4, batch 15000, giga_loss[loss=0.245, simple_loss=0.3207, pruned_loss=0.08469, over 12184.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03484, over 39.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3409, pruned_loss=0.1019, over 2475203.53 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07908, over 21790.15 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3317, pruned_loss=0.09164, over 2466319.83 frames. utt_duration=1218 frames, utt_pad_proportion=0.0705, over 8111.57 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3395, pruned_loss=0.1012, over 2475305.91 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07758, over 22619.99 utterances.], batch size: 39, lr: 6.79e-04
2022-08-22 08:17:11,612 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 08:17:25,348 INFO [train.py:967] (5/8) 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] (5/8) Epoch 4, batch 15050, giga_loss[loss=0.2544, simple_loss=0.3252, pruned_loss=0.09174, over 12366.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02815, over 48.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3431, pruned_loss=0.1036, over 2474593.74 frames. utt_duration=467 frames, utt_pad_proportion=0.07536, over 21260.60 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3322, pruned_loss=0.09196, over 2466209.31 frames. utt_duration=1227 frames, utt_pad_proportion=0.06855, over 8051.08 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.342, pruned_loss=0.1032, over 2475102.31 frames. utt_duration=442 frames, utt_pad_proportion=0.07502, over 22472.81 utterances.], batch size: 48, lr: 6.78e-04
2022-08-22 08:20:50,850 INFO [train.py:927] (5/8) Epoch 4, batch 15100, giga_loss[loss=0.2575, simple_loss=0.327, pruned_loss=0.09403, over 12217.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.02992, over 39.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3416, pruned_loss=0.1035, over 2474246.71 frames. utt_duration=470.5 frames, utt_pad_proportion=0.0757, over 21101.30 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3314, pruned_loss=0.09172, over 2465879.06 frames. utt_duration=1235 frames, utt_pad_proportion=0.06715, over 7997.14 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3417, pruned_loss=0.1037, over 2475153.80 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07591, over 22471.13 utterances.], batch size: 39, lr: 6.78e-04
2022-08-22 08:22:33,202 INFO [train.py:927] (5/8) Epoch 4, batch 15150, giga_loss[loss=0.2569, simple_loss=0.3384, pruned_loss=0.08769, over 12353.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03515, over 104.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3403, pruned_loss=0.1032, over 2474017.63 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07544, over 21356.84 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3313, pruned_loss=0.09167, over 2465674.51 frames. utt_duration=1238 frames, utt_pad_proportion=0.06683, over 7976.21 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3406, pruned_loss=0.1035, over 2474998.76 frames. utt_duration=440 frames, utt_pad_proportion=0.07573, over 22574.30 utterances.], batch size: 104, lr: 6.78e-04
2022-08-22 08:24:15,876 INFO [train.py:927] (5/8) Epoch 4, batch 15200, giga_loss[loss=0.3529, simple_loss=0.3842, pruned_loss=0.1607, over 12394.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.103, over 258.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3401, pruned_loss=0.1032, over 2474122.30 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07043, over 21057.99 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3313, pruned_loss=0.09194, over 2465722.04 frames. utt_duration=1238 frames, utt_pad_proportion=0.06558, over 7979.73 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3406, pruned_loss=0.1036, over 2475125.48 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07139, over 22443.53 utterances.], batch size: 258, lr: 6.78e-04
2022-08-22 08:25:59,560 INFO [train.py:927] (5/8) Epoch 4, batch 15250, giga_loss[loss=0.26, simple_loss=0.3276, pruned_loss=0.09616, over 12446.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.0351, over 98.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3393, pruned_loss=0.1042, over 2474734.65 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06994, over 21154.21 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.331, pruned_loss=0.09188, over 2465977.89 frames. utt_duration=1241 frames, utt_pad_proportion=0.06486, over 7957.15 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3401, pruned_loss=0.1047, over 2475421.07 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07096, over 22438.09 utterances.], batch size: 98, lr: 6.78e-04
2022-08-22 08:27:44,389 INFO [train.py:927] (5/8) Epoch 4, batch 15300, giga_loss[loss=0.2417, simple_loss=0.3229, pruned_loss=0.08026, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02731, over 48.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3401, pruned_loss=0.1044, over 2474637.55 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07613, over 21444.95 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3318, pruned_loss=0.09231, over 2466206.28 frames. utt_duration=1240 frames, utt_pad_proportion=0.06417, over 7963.00 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3403, pruned_loss=0.1048, over 2475238.66 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07689, over 22821.28 utterances.], batch size: 48, lr: 6.78e-04
2022-08-22 08:29:27,574 INFO [train.py:927] (5/8) Epoch 4, batch 15350, giga_loss[loss=0.2666, simple_loss=0.3337, pruned_loss=0.09975, over 12425.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03616, over 86.00 utterances.], tot_loss[loss=0.2759, simple_loss=0.3408, pruned_loss=0.1054, over 2474034.24 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07836, over 21597.22 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3315, pruned_loss=0.09226, over 2466058.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.06271, over 7924.65 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3414, pruned_loss=0.1061, over 2474851.58 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07937, over 23091.12 utterances.], batch size: 86, lr: 6.77e-04
2022-08-22 08:31:08,343 INFO [train.py:927] (5/8) Epoch 4, batch 15400, giga_loss[loss=0.2425, simple_loss=0.3321, pruned_loss=0.07644, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03389, over 42.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3415, pruned_loss=0.1026, over 2473329.09 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07256, over 20624.03 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3314, pruned_loss=0.09217, over 2466042.93 frames. utt_duration=1250 frames, utt_pad_proportion=0.06204, over 7901.94 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3421, pruned_loss=0.1033, over 2474088.16 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07401, over 21993.12 utterances.], batch size: 42, lr: 6.77e-04
2022-08-22 08:32:47,628 INFO [train.py:927] (5/8) Epoch 4, batch 15450, giga_loss[loss=0.2929, simple_loss=0.3604, pruned_loss=0.1127, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.0381, over 37.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3435, pruned_loss=0.103, over 2473296.09 frames. utt_duration=491.5 frames, utt_pad_proportion=0.071, over 20190.06 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3311, pruned_loss=0.09226, over 2465944.49 frames. utt_duration=1253 frames, utt_pad_proportion=0.06093, over 7880.07 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3445, pruned_loss=0.1038, over 2474200.18 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07274, over 21653.02 utterances.], batch size: 37, lr: 6.77e-04
2022-08-22 08:34:28,007 INFO [train.py:927] (5/8) Epoch 4, batch 15500, giga_loss[loss=0.2745, simple_loss=0.3403, pruned_loss=0.1043, over 12422.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04055, over 31.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.345, pruned_loss=0.1048, over 2472935.84 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07271, over 20271.89 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3308, pruned_loss=0.09217, over 2465780.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.0602, over 7851.73 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3464, pruned_loss=0.1057, over 2473923.93 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0743, over 21686.57 utterances.], batch size: 31, lr: 6.77e-04
2022-08-22 08:36:14,119 INFO [train.py:927] (5/8) Epoch 4, batch 15550, giga_loss[loss=0.2598, simple_loss=0.3329, pruned_loss=0.09338, over 12362.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3456, pruned_loss=0.106, over 2473890.41 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07575, over 21265.35 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3307, pruned_loss=0.09222, over 2465921.97 frames. utt_duration=1260 frames, utt_pad_proportion=0.0594, over 7835.82 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3471, pruned_loss=0.1069, over 2474690.15 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07714, over 22645.06 utterances.], batch size: 97, lr: 6.77e-04
2022-08-22 08:37:57,278 INFO [train.py:927] (5/8) Epoch 4, batch 15600, giga_loss[loss=0.2537, simple_loss=0.3316, pruned_loss=0.08785, over 12471.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02953, over 55.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3443, pruned_loss=0.1036, over 2474185.83 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07612, over 21065.09 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3303, pruned_loss=0.09201, over 2465766.32 frames. utt_duration=1263 frames, utt_pad_proportion=0.05897, over 7820.51 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3459, pruned_loss=0.1047, over 2475018.97 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07741, over 22284.61 utterances.], batch size: 55, lr: 6.76e-04
2022-08-22 08:39:40,339 INFO [train.py:927] (5/8) Epoch 4, batch 15650, libri_loss[loss=0.2654, simple_loss=0.3284, pruned_loss=0.1012, over 12460.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007856, over 37.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3438, pruned_loss=0.103, over 2473573.89 frames. utt_duration=490 frames, utt_pad_proportion=0.07412, over 20252.89 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3301, pruned_loss=0.09212, over 2465847.18 frames. utt_duration=1268 frames, utt_pad_proportion=0.05764, over 7790.23 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3457, pruned_loss=0.104, over 2474387.46 frames. utt_duration=459.4 frames, utt_pad_proportion=0.0759, over 21615.90 utterances.], batch size: 37, lr: 6.76e-04
2022-08-22 08:41:24,732 INFO [train.py:927] (5/8) Epoch 4, batch 15700, giga_loss[loss=0.2908, simple_loss=0.3524, pruned_loss=0.1145, over 12380.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05249, over 161.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3433, pruned_loss=0.1036, over 2474241.80 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07607, over 20960.45 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3304, pruned_loss=0.09235, over 2465884.94 frames. utt_duration=1254 frames, utt_pad_proportion=0.06255, over 7875.28 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3446, pruned_loss=0.1043, over 2474880.76 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07596, over 22007.45 utterances.], batch size: 161, lr: 6.76e-04
2022-08-22 08:43:08,016 INFO [train.py:927] (5/8) Epoch 4, batch 15750, giga_loss[loss=0.2439, simple_loss=0.3186, pruned_loss=0.08464, over 12334.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03508, over 51.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3429, pruned_loss=0.1037, over 2474390.48 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07635, over 21130.35 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3312, pruned_loss=0.09258, over 2465932.74 frames. utt_duration=1256 frames, utt_pad_proportion=0.06162, over 7860.38 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3435, pruned_loss=0.1044, over 2475066.37 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07666, over 22329.86 utterances.], batch size: 51, lr: 6.76e-04
2022-08-22 08:44:45,037 INFO [train.py:927] (5/8) Epoch 4, batch 15800, giga_loss[loss=0.2399, simple_loss=0.3146, pruned_loss=0.08263, over 12421.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03835, over 133.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3406, pruned_loss=0.1035, over 2474544.20 frames. utt_duration=470 frames, utt_pad_proportion=0.07629, over 21127.92 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.331, pruned_loss=0.09266, over 2466144.70 frames. utt_duration=1255 frames, utt_pad_proportion=0.06163, over 7867.20 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3415, pruned_loss=0.1042, over 2475034.88 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07661, over 22309.30 utterances.], batch size: 133, lr: 6.76e-04
2022-08-22 08:46:23,489 INFO [train.py:927] (5/8) Epoch 4, batch 15850, giga_loss[loss=0.2365, simple_loss=0.3189, pruned_loss=0.07704, over 12291.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02568, over 54.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.3375, pruned_loss=0.1007, over 2474928.05 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07471, over 21365.06 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3307, pruned_loss=0.09272, over 2466364.11 frames. utt_duration=1260 frames, utt_pad_proportion=0.06019, over 7838.59 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3387, pruned_loss=0.1015, over 2475356.70 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07559, over 22689.05 utterances.], batch size: 54, lr: 6.76e-04
2022-08-22 08:48:09,926 INFO [train.py:927] (5/8) Epoch 4, batch 15900, giga_loss[loss=0.2564, simple_loss=0.3219, pruned_loss=0.09543, over 12388.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3344, pruned_loss=0.09823, over 2474751.15 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07201, over 20884.90 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3299, pruned_loss=0.09251, over 2466449.04 frames. utt_duration=1261 frames, utt_pad_proportion=0.05985, over 7833.06 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3361, pruned_loss=0.09912, over 2475200.29 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07305, over 22240.91 utterances.], batch size: 91, lr: 6.75e-04
2022-08-22 08:49:54,759 INFO [train.py:927] (5/8) Epoch 4, batch 15950, giga_loss[loss=0.2394, simple_loss=0.3172, pruned_loss=0.08085, over 12437.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04201, over 31.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.332, pruned_loss=0.09741, over 2475019.43 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07465, over 21190.10 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3295, pruned_loss=0.09258, over 2466965.35 frames. utt_duration=1263 frames, utt_pad_proportion=0.0584, over 7820.01 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3338, pruned_loss=0.09828, over 2475199.18 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07599, over 22788.94 utterances.], batch size: 31, lr: 6.75e-04
2022-08-22 08:51:35,283 INFO [train.py:927] (5/8) Epoch 4, batch 16000, giga_loss[loss=0.2691, simple_loss=0.3357, pruned_loss=0.1012, over 12371.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03085, over 97.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3323, pruned_loss=0.09701, over 2474279.53 frames. utt_duration=483.2 frames, utt_pad_proportion=0.06966, over 20546.86 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3288, pruned_loss=0.09229, over 2466885.56 frames. utt_duration=1271 frames, utt_pad_proportion=0.05725, over 7774.99 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3345, pruned_loss=0.09809, over 2474704.80 frames. utt_duration=447 frames, utt_pad_proportion=0.07157, over 22219.77 utterances.], batch size: 97, lr: 6.75e-04
2022-08-22 08:53:17,217 INFO [train.py:927] (5/8) Epoch 4, batch 16050, giga_loss[loss=0.2546, simple_loss=0.326, pruned_loss=0.09164, over 12372.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04044, over 113.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3334, pruned_loss=0.09764, over 2474850.73 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07052, over 20900.81 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3293, pruned_loss=0.09242, over 2467379.67 frames. utt_duration=1271 frames, utt_pad_proportion=0.05666, over 7774.56 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3349, pruned_loss=0.09856, over 2474973.89 frames. utt_duration=438.4 frames, utt_pad_proportion=0.0723, over 22660.40 utterances.], batch size: 113, lr: 6.75e-04
2022-08-22 08:54:58,149 INFO [train.py:927] (5/8) Epoch 4, batch 16100, giga_loss[loss=0.3722, simple_loss=0.3996, pruned_loss=0.1724, over 12364.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1058, over 258.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3348, pruned_loss=0.09882, over 2474799.07 frames. utt_duration=481.4 frames, utt_pad_proportion=0.0724, over 20628.41 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3301, pruned_loss=0.09276, over 2467642.42 frames. utt_duration=1260 frames, utt_pad_proportion=0.06041, over 7845.98 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3352, pruned_loss=0.09929, over 2474760.33 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07255, over 22123.87 utterances.], batch size: 258, lr: 6.75e-04
2022-08-22 08:56:42,638 INFO [train.py:927] (5/8) Epoch 4, batch 16150, giga_loss[loss=0.2143, simple_loss=0.3029, pruned_loss=0.06285, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04061, over 34.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3369, pruned_loss=0.1002, over 2474204.54 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07079, over 20533.84 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3303, pruned_loss=0.09277, over 2467661.40 frames. utt_duration=1260 frames, utt_pad_proportion=0.05946, over 7842.96 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3372, pruned_loss=0.1007, over 2474303.61 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07143, over 22025.42 utterances.], batch size: 34, lr: 6.74e-04
2022-08-22 08:58:31,614 INFO [train.py:927] (5/8) Epoch 4, batch 16200, giga_loss[loss=0.3281, simple_loss=0.3748, pruned_loss=0.1407, over 12410.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06223, over 183.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3372, pruned_loss=0.1006, over 2474072.51 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06597, over 20413.95 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3302, pruned_loss=0.0928, over 2467596.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05859, over 7825.18 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3377, pruned_loss=0.1011, over 2474328.16 frames. utt_duration=454.8 frames, utt_pad_proportion=0.0671, over 21830.87 utterances.], batch size: 183, lr: 6.74e-04
2022-08-22 09:00:17,682 INFO [train.py:927] (5/8) Epoch 4, batch 16250, giga_loss[loss=0.2658, simple_loss=0.3443, pruned_loss=0.09368, over 12363.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02876, over 91.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3374, pruned_loss=0.09926, over 2474130.87 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06855, over 20847.85 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3299, pruned_loss=0.0927, over 2467419.80 frames. utt_duration=1268 frames, utt_pad_proportion=0.05791, over 7791.00 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3381, pruned_loss=0.09988, over 2474579.29 frames. utt_duration=447 frames, utt_pad_proportion=0.06951, over 22215.86 utterances.], batch size: 91, lr: 6.74e-04
2022-08-22 09:02:02,343 INFO [train.py:927] (5/8) Epoch 4, batch 16300, giga_loss[loss=0.2317, simple_loss=0.3054, pruned_loss=0.079, over 12205.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.0388, over 28.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.336, pruned_loss=0.09889, over 2474156.95 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06869, over 20399.49 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3297, pruned_loss=0.09255, over 2467617.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.05728, over 7771.23 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3368, pruned_loss=0.0996, over 2474426.90 frames. utt_duration=458.3 frames, utt_pad_proportion=0.06969, over 21665.10 utterances.], batch size: 28, lr: 6.74e-04
2022-08-22 09:03:44,910 INFO [train.py:927] (5/8) Epoch 4, batch 16350, giga_loss[loss=0.2891, simple_loss=0.3527, pruned_loss=0.1128, over 12417.00 frames. utt_duration=508.3 frames, utt_pad_proportion=0.03726, over 98.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3348, pruned_loss=0.09854, over 2474220.66 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06849, over 20265.87 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3295, pruned_loss=0.09239, over 2467506.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.05677, over 7766.60 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3359, pruned_loss=0.09945, over 2474754.24 frames. utt_duration=457.9 frames, utt_pad_proportion=0.06961, over 21689.55 utterances.], batch size: 98, lr: 6.74e-04
2022-08-22 09:05:27,709 INFO [train.py:927] (5/8) Epoch 4, batch 16400, giga_loss[loss=0.2926, simple_loss=0.3504, pruned_loss=0.1174, over 12407.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07309, over 213.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.335, pruned_loss=0.09974, over 2474697.93 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07281, over 21220.65 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3294, pruned_loss=0.09241, over 2467629.03 frames. utt_duration=1273 frames, utt_pad_proportion=0.05654, over 7762.77 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3359, pruned_loss=0.1005, over 2475034.68 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07355, over 22401.16 utterances.], batch size: 213, lr: 6.74e-04
2022-08-22 09:07:09,498 INFO [train.py:927] (5/8) Epoch 4, batch 16450, giga_loss[loss=0.2862, simple_loss=0.3552, pruned_loss=0.1086, over 12431.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0367, over 105.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.336, pruned_loss=0.1006, over 2475227.44 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07016, over 20962.99 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3299, pruned_loss=0.09283, over 2467846.18 frames. utt_duration=1274 frames, utt_pad_proportion=0.05586, over 7758.17 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3364, pruned_loss=0.101, over 2475487.22 frames. utt_duration=444.7 frames, utt_pad_proportion=0.0713, over 22339.12 utterances.], batch size: 105, lr: 6.73e-04
2022-08-22 09:08:54,044 INFO [train.py:927] (5/8) Epoch 4, batch 16500, giga_loss[loss=0.2454, simple_loss=0.3283, pruned_loss=0.08124, over 12333.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02997, over 66.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3373, pruned_loss=0.1026, over 2475091.86 frames. utt_duration=460.7 frames, utt_pad_proportion=0.076, over 21559.24 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3293, pruned_loss=0.0927, over 2467880.17 frames. utt_duration=1274 frames, utt_pad_proportion=0.05556, over 7755.36 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3383, pruned_loss=0.1033, over 2475431.08 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07677, over 22958.79 utterances.], batch size: 66, lr: 6.73e-04
2022-08-22 09:10:38,166 INFO [train.py:927] (5/8) Epoch 4, batch 16550, giga_loss[loss=0.2989, simple_loss=0.37, pruned_loss=0.1139, over 12426.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0402, over 37.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3369, pruned_loss=0.1028, over 2474960.14 frames. utt_duration=462 frames, utt_pad_proportion=0.07911, over 21495.73 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3294, pruned_loss=0.09291, over 2468151.22 frames. utt_duration=1276 frames, utt_pad_proportion=0.05452, over 7747.59 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3378, pruned_loss=0.1034, over 2475146.92 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08002, over 22919.07 utterances.], batch size: 37, lr: 6.73e-04
2022-08-22 09:12:21,428 INFO [train.py:927] (5/8) Epoch 4, batch 16600, giga_loss[loss=0.2666, simple_loss=0.3451, pruned_loss=0.09404, over 12431.00 frames. utt_duration=547.8 frames, utt_pad_proportion=0.02349, over 91.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3378, pruned_loss=0.1028, over 2475709.98 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07883, over 21873.33 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3292, pruned_loss=0.09297, over 2468504.31 frames. utt_duration=1278 frames, utt_pad_proportion=0.05342, over 7734.25 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.339, pruned_loss=0.1035, over 2475735.34 frames. utt_duration=424.4 frames, utt_pad_proportion=0.08011, over 23414.29 utterances.], batch size: 91, lr: 6.73e-04
2022-08-22 09:14:05,562 INFO [train.py:927] (5/8) Epoch 4, batch 16650, giga_loss[loss=0.2731, simple_loss=0.3495, pruned_loss=0.09835, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02818, over 48.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3374, pruned_loss=0.1024, over 2475507.16 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07723, over 20731.22 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3295, pruned_loss=0.09337, over 2468578.58 frames. utt_duration=1269 frames, utt_pad_proportion=0.05699, over 7788.61 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3384, pruned_loss=0.103, over 2475725.29 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07761, over 22421.29 utterances.], batch size: 48, lr: 6.73e-04
2022-08-22 09:15:47,808 INFO [train.py:927] (5/8) Epoch 4, batch 16700, giga_loss[loss=0.2548, simple_loss=0.3302, pruned_loss=0.08966, over 12458.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0372, over 123.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3375, pruned_loss=0.1021, over 2475986.82 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07022, over 19891.95 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3291, pruned_loss=0.0934, over 2468579.34 frames. utt_duration=1273 frames, utt_pad_proportion=0.05583, over 7765.33 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3389, pruned_loss=0.1027, over 2476340.83 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07156, over 21599.87 utterances.], batch size: 123, lr: 6.73e-04
2022-08-22 09:17:31,930 INFO [train.py:927] (5/8) Epoch 4, batch 16750, giga_loss[loss=0.2613, simple_loss=0.3331, pruned_loss=0.09473, over 12481.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03442, over 43.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.337, pruned_loss=0.1008, over 2476316.08 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06933, over 19666.72 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3285, pruned_loss=0.09313, over 2468847.32 frames. utt_duration=1274 frames, utt_pad_proportion=0.0552, over 7761.36 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3389, pruned_loss=0.1018, over 2476597.83 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0709, over 21442.26 utterances.], batch size: 43, lr: 6.72e-04
2022-08-22 09:19:13,867 INFO [train.py:927] (5/8) Epoch 4, batch 16800, giga_loss[loss=0.2868, simple_loss=0.3527, pruned_loss=0.1105, over 12377.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06001, over 182.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3365, pruned_loss=0.1004, over 2476698.73 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06881, over 19961.42 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3286, pruned_loss=0.09332, over 2468943.69 frames. utt_duration=1261 frames, utt_pad_proportion=0.05979, over 7839.33 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3379, pruned_loss=0.1011, over 2476903.52 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06865, over 21396.48 utterances.], batch size: 182, lr: 6.72e-04
2022-08-22 09:20:55,024 INFO [train.py:927] (5/8) Epoch 4, batch 16850, giga_loss[loss=0.246, simple_loss=0.3248, pruned_loss=0.0836, over 12385.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03003, over 97.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3372, pruned_loss=0.1005, over 2475725.49 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06811, over 19312.64 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3298, pruned_loss=0.09409, over 2469313.15 frames. utt_duration=1261 frames, utt_pad_proportion=0.05864, over 7841.12 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3375, pruned_loss=0.1006, over 2475767.60 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06852, over 20836.38 utterances.], batch size: 97, lr: 6.72e-04
2022-08-22 09:22:42,093 INFO [train.py:927] (5/8) Epoch 4, batch 16900, giga_loss[loss=0.283, simple_loss=0.3395, pruned_loss=0.1132, over 12343.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02973, over 85.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3365, pruned_loss=0.1009, over 2474316.07 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06788, over 19006.45 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.329, pruned_loss=0.09373, over 2469033.92 frames. utt_duration=1267 frames, utt_pad_proportion=0.05789, over 7802.57 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3377, pruned_loss=0.1014, over 2474722.02 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06853, over 20461.05 utterances.], batch size: 85, lr: 6.72e-04
2022-08-22 09:24:23,204 INFO [train.py:927] (5/8) Epoch 4, batch 16950, libri_loss[loss=0.3053, simple_loss=0.3503, pruned_loss=0.1301, over 12433.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01467, over 40.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3371, pruned_loss=0.1014, over 2474392.67 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07062, over 19109.58 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3287, pruned_loss=0.09375, over 2469125.16 frames. utt_duration=1274 frames, utt_pad_proportion=0.05641, over 7764.19 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3385, pruned_loss=0.102, over 2474804.85 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07163, over 20673.99 utterances.], batch size: 40, lr: 6.72e-04
2022-08-22 09:26:03,862 INFO [train.py:927] (5/8) Epoch 4, batch 17000, giga_loss[loss=0.3657, simple_loss=0.3948, pruned_loss=0.1683, over 12383.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3378, pruned_loss=0.1021, over 2474635.87 frames. utt_duration=492.4 frames, utt_pad_proportion=0.08046, over 20161.58 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3289, pruned_loss=0.0939, over 2469091.55 frames. utt_duration=1272 frames, utt_pad_proportion=0.05563, over 7775.11 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.339, pruned_loss=0.1027, over 2475142.44 frames. utt_duration=457 frames, utt_pad_proportion=0.0811, over 21735.38 utterances.], batch size: 259, lr: 6.71e-04
2022-08-22 09:27:48,559 INFO [train.py:927] (5/8) Epoch 4, batch 17050, libri_loss[loss=0.2505, simple_loss=0.3249, pruned_loss=0.08805, over 12300.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006356, over 35.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.337, pruned_loss=0.1009, over 2474304.51 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07754, over 19832.29 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.3292, pruned_loss=0.09422, over 2469087.97 frames. utt_duration=1261 frames, utt_pad_proportion=0.05863, over 7842.99 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3379, pruned_loss=0.1013, over 2474876.73 frames. utt_duration=465 frames, utt_pad_proportion=0.07768, over 21354.72 utterances.], batch size: 35, lr: 6.71e-04
2022-08-22 09:29:32,572 INFO [train.py:927] (5/8) Epoch 4, batch 17100, giga_loss[loss=0.2706, simple_loss=0.3348, pruned_loss=0.1032, over 12431.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04184, over 146.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.3372, pruned_loss=0.1009, over 2475043.44 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07866, over 20403.74 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.33, pruned_loss=0.09479, over 2469340.12 frames. utt_duration=1250 frames, utt_pad_proportion=0.06182, over 7911.76 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3374, pruned_loss=0.1009, over 2475398.64 frames. utt_duration=455 frames, utt_pad_proportion=0.07796, over 21832.54 utterances.], batch size: 146, lr: 6.71e-04
2022-08-22 09:31:15,875 INFO [train.py:927] (5/8) Epoch 4, batch 17150, giga_loss[loss=0.2347, simple_loss=0.3071, pruned_loss=0.08118, over 12376.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02792, over 70.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.337, pruned_loss=0.1012, over 2475363.93 frames. utt_duration=470.7 frames, utt_pad_proportion=0.08044, over 21102.24 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3304, pruned_loss=0.0948, over 2469174.42 frames. utt_duration=1251 frames, utt_pad_proportion=0.06159, over 7905.20 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3368, pruned_loss=0.1012, over 2475824.48 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07993, over 22289.19 utterances.], batch size: 70, lr: 6.71e-04
2022-08-22 09:32:59,252 INFO [train.py:927] (5/8) Epoch 4, batch 17200, giga_loss[loss=0.2642, simple_loss=0.3423, pruned_loss=0.09309, over 12346.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03008, over 70.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3334, pruned_loss=0.09889, over 2475646.70 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07909, over 20814.57 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3304, pruned_loss=0.09473, over 2469481.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.0614, over 7915.63 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3333, pruned_loss=0.09906, over 2475866.16 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07892, over 22025.77 utterances.], batch size: 70, lr: 6.71e-04
2022-08-22 09:34:44,698 INFO [train.py:927] (5/8) Epoch 4, batch 17250, giga_loss[loss=0.2912, simple_loss=0.3531, pruned_loss=0.1146, over 12370.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04046, over 113.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3332, pruned_loss=0.09939, over 2475416.81 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07786, over 21368.25 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3304, pruned_loss=0.0948, over 2469338.95 frames. utt_duration=1248 frames, utt_pad_proportion=0.06118, over 7921.51 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3332, pruned_loss=0.09951, over 2475765.76 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07793, over 22433.16 utterances.], batch size: 113, lr: 6.71e-04
2022-08-22 09:36:25,917 INFO [train.py:927] (5/8) Epoch 4, batch 17300, giga_loss[loss=0.2684, simple_loss=0.3414, pruned_loss=0.09768, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04187, over 113.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3313, pruned_loss=0.0966, over 2475509.60 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07936, over 22775.25 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3304, pruned_loss=0.09514, over 2469061.50 frames. utt_duration=1253 frames, utt_pad_proportion=0.06016, over 7891.76 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3313, pruned_loss=0.09652, over 2476153.24 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07974, over 23946.04 utterances.], batch size: 113, lr: 6.70e-04
2022-08-22 09:38:11,020 INFO [train.py:927] (5/8) Epoch 4, batch 17350, giga_loss[loss=0.1902, simple_loss=0.2812, pruned_loss=0.04965, over 12132.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.03955, over 28.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3282, pruned_loss=0.09226, over 2475738.48 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07752, over 23356.32 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3303, pruned_loss=0.09496, over 2469270.40 frames. utt_duration=1253 frames, utt_pad_proportion=0.0597, over 7890.83 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3283, pruned_loss=0.09235, over 2476120.76 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07807, over 24409.91 utterances.], batch size: 28, lr: 6.70e-04
2022-08-22 09:39:52,361 INFO [train.py:927] (5/8) Epoch 4, batch 17400, giga_loss[loss=0.2362, simple_loss=0.3221, pruned_loss=0.07515, over 12453.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.0291, over 80.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3265, pruned_loss=0.08842, over 2475806.91 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07142, over 22647.25 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3306, pruned_loss=0.09499, over 2469459.07 frames. utt_duration=1253 frames, utt_pad_proportion=0.05906, over 7892.10 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3262, pruned_loss=0.08828, over 2476134.06 frames. utt_duration=414.3 frames, utt_pad_proportion=0.07246, over 23990.19 utterances.], batch size: 80, lr: 6.70e-04
2022-08-22 09:41:35,435 INFO [train.py:927] (5/8) Epoch 4, batch 17450, libri_loss[loss=0.2855, simple_loss=0.3425, pruned_loss=0.1142, over 12488.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006815, over 36.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3263, pruned_loss=0.08739, over 2476060.55 frames. utt_duration=443.4 frames, utt_pad_proportion=0.06621, over 22410.13 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3303, pruned_loss=0.09493, over 2469514.20 frames. utt_duration=1259 frames, utt_pad_proportion=0.05773, over 7853.53 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3262, pruned_loss=0.08708, over 2476443.93 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06782, over 23986.84 utterances.], batch size: 36, lr: 6.70e-04
2022-08-22 09:43:17,865 INFO [train.py:927] (5/8) Epoch 4, batch 17500, giga_loss[loss=0.2415, simple_loss=0.3167, pruned_loss=0.08319, over 12380.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07425, over 212.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3235, pruned_loss=0.08524, over 2476095.89 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06866, over 23565.57 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3301, pruned_loss=0.09491, over 2469147.96 frames. utt_duration=1258 frames, utt_pad_proportion=0.05744, over 7858.32 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3233, pruned_loss=0.08474, over 2476927.61 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06989, over 25235.41 utterances.], batch size: 212, lr: 6.70e-04
2022-08-22 09:45:05,421 INFO [train.py:927] (5/8) Epoch 4, batch 17550, giga_loss[loss=0.2236, simple_loss=0.311, pruned_loss=0.0681, over 12414.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04971, over 161.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3215, pruned_loss=0.0835, over 2475747.02 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06911, over 23960.09 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3301, pruned_loss=0.09508, over 2468993.42 frames. utt_duration=1260 frames, utt_pad_proportion=0.05713, over 7844.44 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3213, pruned_loss=0.0828, over 2476640.89 frames. utt_duration=388.9 frames, utt_pad_proportion=0.07019, over 25565.54 utterances.], batch size: 161, lr: 6.70e-04
2022-08-22 09:46:45,565 INFO [train.py:927] (5/8) Epoch 4, batch 17600, giga_loss[loss=0.2232, simple_loss=0.3133, pruned_loss=0.06652, over 12350.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03245, over 58.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3212, pruned_loss=0.08155, over 2475798.32 frames. utt_duration=434.3 frames, utt_pad_proportion=0.06519, over 22881.41 utterances.], libri_tot_loss[loss=0.2613, simple_loss=0.3318, pruned_loss=0.09539, over 2469143.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.05631, over 7846.73 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3191, pruned_loss=0.08017, over 2476657.19 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06672, over 24818.01 utterances.], batch size: 58, lr: 6.69e-04
2022-08-22 09:48:29,670 INFO [train.py:927] (5/8) Epoch 4, batch 17650, giga_loss[loss=0.216, simple_loss=0.2991, pruned_loss=0.06647, over 12444.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03777, over 105.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.317, pruned_loss=0.07894, over 2476050.61 frames. utt_duration=431.2 frames, utt_pad_proportion=0.06605, over 23046.53 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3315, pruned_loss=0.09521, over 2469171.97 frames. utt_duration=1263 frames, utt_pad_proportion=0.05521, over 7827.36 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3153, pruned_loss=0.07759, over 2476905.18 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06762, over 25032.98 utterances.], batch size: 105, lr: 6.69e-04
2022-08-22 09:50:12,639 INFO [train.py:927] (5/8) Epoch 4, batch 17700, giga_loss[loss=0.2342, simple_loss=0.3125, pruned_loss=0.07791, over 12399.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05838, over 182.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3138, pruned_loss=0.07749, over 2476522.03 frames. utt_duration=432.1 frames, utt_pad_proportion=0.06627, over 23002.15 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3308, pruned_loss=0.09489, over 2469261.00 frames. utt_duration=1266 frames, utt_pad_proportion=0.05422, over 7811.54 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3125, pruned_loss=0.07611, over 2477361.88 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06792, over 25156.74 utterances.], batch size: 182, lr: 6.69e-04
2022-08-22 09:52:10,016 INFO [train.py:927] (5/8) Epoch 4, batch 17750, giga_loss[loss=0.2429, simple_loss=0.3319, pruned_loss=0.07697, over 12429.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05495, over 162.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3151, pruned_loss=0.07765, over 2476607.91 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06546, over 23741.17 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3306, pruned_loss=0.09484, over 2469037.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.05342, over 7786.50 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.314, pruned_loss=0.07628, over 2477640.51 frames. utt_duration=386 frames, utt_pad_proportion=0.06708, over 25767.89 utterances.], batch size: 162, lr: 6.69e-04
2022-08-22 09:54:08,626 INFO [train.py:927] (5/8) Epoch 4, batch 17800, giga_loss[loss=0.2156, simple_loss=0.2958, pruned_loss=0.06772, over 12429.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04893, over 161.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3159, pruned_loss=0.0786, over 2476307.39 frames. utt_duration=415 frames, utt_pad_proportion=0.06785, over 23946.72 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3308, pruned_loss=0.09521, over 2468722.91 frames. utt_duration=1261 frames, utt_pad_proportion=0.05735, over 7839.96 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3143, pruned_loss=0.07662, over 2477639.87 frames. utt_duration=382 frames, utt_pad_proportion=0.068, over 26039.15 utterances.], batch size: 161, lr: 6.69e-04
2022-08-22 09:56:12,516 INFO [train.py:927] (5/8) Epoch 4, batch 17850, giga_loss[loss=0.2041, simple_loss=0.296, pruned_loss=0.05613, over 12405.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0401, over 133.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3129, pruned_loss=0.07603, over 2477199.88 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06853, over 24450.70 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3311, pruned_loss=0.09543, over 2468915.19 frames. utt_duration=1248 frames, utt_pad_proportion=0.06143, over 7925.53 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3113, pruned_loss=0.07416, over 2478153.27 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06765, over 26156.57 utterances.], batch size: 133, lr: 6.69e-04
2022-08-22 09:58:21,019 INFO [train.py:927] (5/8) Epoch 4, batch 17900, giga_loss[loss=0.1998, simple_loss=0.282, pruned_loss=0.05881, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02622, over 45.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3091, pruned_loss=0.07415, over 2476915.85 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06739, over 24161.42 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.331, pruned_loss=0.09544, over 2468519.88 frames. utt_duration=1250 frames, utt_pad_proportion=0.06098, over 7911.31 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3078, pruned_loss=0.07249, over 2478094.60 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06689, over 25666.14 utterances.], batch size: 45, lr: 6.68e-04
2022-08-22 10:00:16,808 INFO [train.py:927] (5/8) Epoch 4, batch 17950, giga_loss[loss=0.2298, simple_loss=0.3149, pruned_loss=0.0724, over 12444.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.0288, over 122.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3092, pruned_loss=0.07394, over 2477088.85 frames. utt_duration=423.5 frames, utt_pad_proportion=0.0646, over 23470.75 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3316, pruned_loss=0.09537, over 2468143.31 frames. utt_duration=1258 frames, utt_pad_proportion=0.05955, over 7859.18 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3068, pruned_loss=0.0718, over 2478705.37 frames. utt_duration=392 frames, utt_pad_proportion=0.06483, over 25378.55 utterances.], batch size: 122, lr: 6.68e-04
2022-08-22 10:02:20,338 INFO [train.py:927] (5/8) Epoch 4, batch 18000, giga_loss[loss=0.2506, simple_loss=0.331, pruned_loss=0.08504, over 12423.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.0684, over 211.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3107, pruned_loss=0.07435, over 2477521.99 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06833, over 24078.27 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3312, pruned_loss=0.09528, over 2468142.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.06376, over 7914.39 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3087, pruned_loss=0.07234, over 2478976.72 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06713, over 25837.43 utterances.], batch size: 211, lr: 6.68e-04
2022-08-22 10:02:20,338 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 10:02:33,915 INFO [train.py:967] (5/8) 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 10:04:42,603 INFO [train.py:927] (5/8) Epoch 4, batch 18050, giga_loss[loss=0.2463, simple_loss=0.323, pruned_loss=0.08482, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3095, pruned_loss=0.07391, over 2477372.33 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06688, over 24270.98 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3313, pruned_loss=0.09531, over 2468295.58 frames. utt_duration=1241 frames, utt_pad_proportion=0.06416, over 7967.73 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3073, pruned_loss=0.07176, over 2478610.35 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06594, over 25998.19 utterances.], batch size: 113, lr: 6.68e-04
2022-08-22 10:06:40,575 INFO [train.py:927] (5/8) Epoch 4, batch 18100, giga_loss[loss=0.2246, simple_loss=0.3278, pruned_loss=0.06069, over 12431.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03837, over 133.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3113, pruned_loss=0.07409, over 2478040.25 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06652, over 24388.70 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3306, pruned_loss=0.09512, over 2468190.47 frames. utt_duration=1245 frames, utt_pad_proportion=0.06269, over 7938.35 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3095, pruned_loss=0.07186, over 2479446.76 frames. utt_duration=377.9 frames, utt_pad_proportion=0.0662, over 26329.86 utterances.], batch size: 133, lr: 6.68e-04
2022-08-22 10:08:41,614 INFO [train.py:927] (5/8) Epoch 4, batch 18150, giga_loss[loss=0.2243, simple_loss=0.3161, pruned_loss=0.06626, over 12393.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04499, over 146.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3118, pruned_loss=0.07274, over 2478547.53 frames. utt_duration=403 frames, utt_pad_proportion=0.06605, over 24678.74 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3307, pruned_loss=0.09514, over 2468398.33 frames. utt_duration=1244 frames, utt_pad_proportion=0.0617, over 7944.91 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3099, pruned_loss=0.07047, over 2479708.84 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06609, over 26580.24 utterances.], batch size: 146, lr: 6.67e-04
2022-08-22 10:10:48,760 INFO [train.py:927] (5/8) Epoch 4, batch 18200, giga_loss[loss=0.2199, simple_loss=0.3005, pruned_loss=0.06964, over 12419.00 frames. utt_duration=622 frames, utt_pad_proportion=0.02813, over 80.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3125, pruned_loss=0.07258, over 2477964.03 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06411, over 23893.33 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3314, pruned_loss=0.09532, over 2468506.15 frames. utt_duration=1246 frames, utt_pad_proportion=0.06073, over 7934.06 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.31, pruned_loss=0.07021, over 2478968.99 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06457, over 25718.88 utterances.], batch size: 80, lr: 6.67e-04
2022-08-22 10:13:11,702 INFO [train.py:927] (5/8) Epoch 4, batch 18250, giga_loss[loss=0.2371, simple_loss=0.3213, pruned_loss=0.07647, over 12187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03152, over 39.00 utterances.], tot_loss[loss=0.229, simple_loss=0.312, pruned_loss=0.07296, over 2478049.94 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06671, over 24166.69 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3313, pruned_loss=0.09516, over 2468350.42 frames. utt_duration=1236 frames, utt_pad_proportion=0.06417, over 7996.46 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3096, pruned_loss=0.07068, over 2479198.34 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06589, over 25917.58 utterances.], batch size: 39, lr: 6.67e-04
2022-08-22 10:15:19,366 INFO [train.py:927] (5/8) Epoch 4, batch 18300, giga_loss[loss=0.2013, simple_loss=0.2874, pruned_loss=0.05764, over 12337.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03407, over 58.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3086, pruned_loss=0.07088, over 2478291.79 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06234, over 23353.25 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3312, pruned_loss=0.09504, over 2468055.20 frames. utt_duration=1239 frames, utt_pad_proportion=0.06345, over 7975.63 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3065, pruned_loss=0.06888, over 2479595.04 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06213, over 24964.66 utterances.], batch size: 58, lr: 6.67e-04
2022-08-22 10:17:31,409 INFO [train.py:927] (5/8) Epoch 4, batch 18350, giga_loss[loss=0.2426, simple_loss=0.3249, pruned_loss=0.08011, over 12434.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0348, over 105.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.307, pruned_loss=0.07022, over 2477981.15 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06204, over 23180.55 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3312, pruned_loss=0.0949, over 2467854.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.06274, over 7974.04 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.305, pruned_loss=0.06832, over 2479363.35 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06209, over 24732.86 utterances.], batch size: 105, lr: 6.67e-04
2022-08-22 10:19:31,759 INFO [train.py:927] (5/8) Epoch 4, batch 18400, giga_loss[loss=0.2419, simple_loss=0.328, pruned_loss=0.07792, over 12434.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03825, over 133.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3087, pruned_loss=0.0718, over 2478332.82 frames. utt_duration=429.9 frames, utt_pad_proportion=0.06052, over 23125.15 utterances.], libri_tot_loss[loss=0.2602, simple_loss=0.3308, pruned_loss=0.09477, over 2468203.48 frames. utt_duration=1237 frames, utt_pad_proportion=0.06245, over 7993.85 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3067, pruned_loss=0.06974, over 2479402.26 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06072, over 24771.78 utterances.], batch size: 133, lr: 6.67e-04
2022-08-22 10:21:33,719 INFO [train.py:927] (5/8) Epoch 4, batch 18450, giga_loss[loss=0.2239, simple_loss=0.3005, pruned_loss=0.07367, over 12322.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.0326, over 28.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3083, pruned_loss=0.07284, over 2478068.27 frames. utt_duration=423 frames, utt_pad_proportion=0.06147, over 23501.05 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3304, pruned_loss=0.09469, over 2467932.07 frames. utt_duration=1240 frames, utt_pad_proportion=0.06162, over 7969.23 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3067, pruned_loss=0.07087, over 2479331.97 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06184, over 25110.32 utterances.], batch size: 28, lr: 6.66e-04
2022-08-22 10:23:43,998 INFO [train.py:927] (5/8) Epoch 4, batch 18500, giga_loss[loss=0.2177, simple_loss=0.3125, pruned_loss=0.06142, over 12367.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.0297, over 85.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3096, pruned_loss=0.07333, over 2478327.86 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06545, over 24357.50 utterances.], libri_tot_loss[loss=0.2597, simple_loss=0.3301, pruned_loss=0.09465, over 2467886.33 frames. utt_duration=1243 frames, utt_pad_proportion=0.06052, over 7952.13 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.308, pruned_loss=0.07123, over 2479650.11 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06578, over 26063.40 utterances.], batch size: 85, lr: 6.66e-04
2022-08-22 10:26:02,151 INFO [train.py:927] (5/8) Epoch 4, batch 18550, giga_loss[loss=0.2175, simple_loss=0.2784, pruned_loss=0.07831, over 12379.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1818, over 359.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3089, pruned_loss=0.07346, over 2478301.73 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07087, over 25319.66 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.33, pruned_loss=0.09475, over 2467815.91 frames. utt_duration=1247 frames, utt_pad_proportion=0.05927, over 7923.88 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3071, pruned_loss=0.0711, over 2479701.98 frames. utt_duration=366.3 frames, utt_pad_proportion=0.07118, over 27166.68 utterances.], batch size: 359, lr: 6.66e-04
2022-08-22 10:28:05,201 INFO [train.py:927] (5/8) Epoch 4, batch 18600, giga_loss[loss=0.1836, simple_loss=0.2636, pruned_loss=0.05179, over 12384.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3038, pruned_loss=0.07154, over 2477664.14 frames. utt_duration=389.5 frames, utt_pad_proportion=0.07265, over 25520.13 utterances.], libri_tot_loss[loss=0.2602, simple_loss=0.3303, pruned_loss=0.09499, over 2467540.83 frames. utt_duration=1238 frames, utt_pad_proportion=0.06287, over 7980.33 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3018, pruned_loss=0.06917, over 2479180.41 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07198, over 27173.57 utterances.], batch size: 369, lr: 6.66e-04
2022-08-22 10:29:59,250 INFO [train.py:927] (5/8) Epoch 4, batch 18650, giga_loss[loss=0.1975, simple_loss=0.2812, pruned_loss=0.05687, over 12412.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06326, over 183.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3037, pruned_loss=0.07158, over 2477751.42 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07196, over 25530.46 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3301, pruned_loss=0.09487, over 2467138.41 frames. utt_duration=1243 frames, utt_pad_proportion=0.06226, over 7950.78 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3019, pruned_loss=0.06948, over 2479464.27 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07167, over 27106.69 utterances.], batch size: 183, lr: 6.66e-04
2022-08-22 10:31:59,460 INFO [train.py:927] (5/8) Epoch 4, batch 18700, giga_loss[loss=0.2075, simple_loss=0.2928, pruned_loss=0.06109, over 12344.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03046, over 91.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3019, pruned_loss=0.06985, over 2477456.72 frames. utt_duration=399 frames, utt_pad_proportion=0.07075, over 24913.07 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.33, pruned_loss=0.09479, over 2466957.52 frames. utt_duration=1246 frames, utt_pad_proportion=0.06132, over 7926.97 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3001, pruned_loss=0.0678, over 2479167.78 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07084, over 26492.33 utterances.], batch size: 91, lr: 6.66e-04
2022-08-22 10:34:06,351 INFO [train.py:927] (5/8) Epoch 4, batch 18750, giga_loss[loss=0.1977, simple_loss=0.2964, pruned_loss=0.04948, over 12372.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02896, over 70.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.301, pruned_loss=0.06993, over 2476962.09 frames. utt_duration=406.2 frames, utt_pad_proportion=0.07202, over 24465.27 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3305, pruned_loss=0.09534, over 2467285.53 frames. utt_duration=1236 frames, utt_pad_proportion=0.06356, over 7995.21 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.298, pruned_loss=0.06684, over 2478468.82 frames. utt_duration=377.5 frames, utt_pad_proportion=0.07161, over 26344.87 utterances.], batch size: 70, lr: 6.65e-04
2022-08-22 10:36:10,705 INFO [train.py:927] (5/8) Epoch 4, batch 18800, giga_loss[loss=0.2365, simple_loss=0.3146, pruned_loss=0.07919, over 12362.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04137, over 113.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3012, pruned_loss=0.07028, over 2476768.22 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07264, over 24302.22 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3297, pruned_loss=0.09522, over 2467020.71 frames. utt_duration=1244 frames, utt_pad_proportion=0.0621, over 7939.37 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2986, pruned_loss=0.06709, over 2478532.62 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07271, over 26393.96 utterances.], batch size: 113, lr: 6.65e-04
2022-08-22 10:38:06,625 INFO [train.py:927] (5/8) Epoch 4, batch 18850, giga_loss[loss=0.2063, simple_loss=0.2995, pruned_loss=0.05654, over 12396.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.0251, over 66.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3003, pruned_loss=0.0699, over 2476704.44 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07042, over 24760.89 utterances.], libri_tot_loss[loss=0.2594, simple_loss=0.3291, pruned_loss=0.09488, over 2466582.78 frames. utt_duration=1248 frames, utt_pad_proportion=0.06147, over 7912.43 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2984, pruned_loss=0.06735, over 2478652.56 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07082, over 26677.04 utterances.], batch size: 66, lr: 6.65e-04
2022-08-22 10:40:02,556 INFO [train.py:927] (5/8) Epoch 4, batch 18900, giga_loss[loss=0.2146, simple_loss=0.2821, pruned_loss=0.07351, over 12369.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.189, over 362.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.302, pruned_loss=0.06935, over 2476979.13 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07349, over 24771.55 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3291, pruned_loss=0.095, over 2466644.03 frames. utt_duration=1238 frames, utt_pad_proportion=0.06522, over 7977.92 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2998, pruned_loss=0.06664, over 2478674.63 frames. utt_duration=374 frames, utt_pad_proportion=0.07253, over 26591.87 utterances.], batch size: 362, lr: 6.65e-04
2022-08-22 10:41:59,437 INFO [train.py:927] (5/8) Epoch 4, batch 18950, giga_loss[loss=0.2161, simple_loss=0.3067, pruned_loss=0.06274, over 12393.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04662, over 161.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3039, pruned_loss=0.07004, over 2477389.44 frames. utt_duration=389.9 frames, utt_pad_proportion=0.07441, over 25495.57 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3295, pruned_loss=0.0953, over 2466784.60 frames. utt_duration=1228 frames, utt_pad_proportion=0.06887, over 8048.05 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3014, pruned_loss=0.06718, over 2478795.67 frames. utt_duration=366 frames, utt_pad_proportion=0.07266, over 27181.24 utterances.], batch size: 161, lr: 6.65e-04
2022-08-22 10:43:59,363 INFO [train.py:927] (5/8) Epoch 4, batch 19000, giga_loss[loss=0.2567, simple_loss=0.3385, pruned_loss=0.0875, over 12436.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.04834, over 147.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.302, pruned_loss=0.06852, over 2477671.26 frames. utt_duration=386.4 frames, utt_pad_proportion=0.07203, over 25729.27 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3294, pruned_loss=0.0952, over 2466865.87 frames. utt_duration=1231 frames, utt_pad_proportion=0.0681, over 8027.43 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2998, pruned_loss=0.06603, over 2478851.19 frames. utt_duration=364.4 frames, utt_pad_proportion=0.07099, over 27302.43 utterances.], batch size: 147, lr: 6.65e-04
2022-08-22 10:45:59,686 INFO [train.py:927] (5/8) Epoch 4, batch 19050, giga_loss[loss=0.157, simple_loss=0.239, pruned_loss=0.03754, over 12235.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.02895, over 28.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3005, pruned_loss=0.06854, over 2477249.52 frames. utt_duration=387 frames, utt_pad_proportion=0.07367, over 25683.79 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3294, pruned_loss=0.0954, over 2467084.24 frames. utt_duration=1234 frames, utt_pad_proportion=0.06704, over 8007.02 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2983, pruned_loss=0.06594, over 2478180.24 frames. utt_duration=364.9 frames, utt_pad_proportion=0.07302, over 27254.29 utterances.], batch size: 28, lr: 6.64e-04
2022-08-22 10:48:06,211 INFO [train.py:927] (5/8) Epoch 4, batch 19100, giga_loss[loss=0.246, simple_loss=0.3244, pruned_loss=0.08382, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03649, over 105.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3021, pruned_loss=0.06903, over 2477444.31 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07215, over 25062.52 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.3293, pruned_loss=0.09516, over 2467263.37 frames. utt_duration=1239 frames, utt_pad_proportion=0.06579, over 7973.20 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2997, pruned_loss=0.06657, over 2478248.48 frames. utt_duration=372 frames, utt_pad_proportion=0.07205, over 26736.54 utterances.], batch size: 105, lr: 6.64e-04
2022-08-22 10:50:03,019 INFO [train.py:927] (5/8) Epoch 4, batch 19150, libri_loss[loss=0.2422, simple_loss=0.3341, pruned_loss=0.07517, over 12184.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005767, over 33.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3033, pruned_loss=0.06995, over 2476836.27 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07251, over 25151.71 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3293, pruned_loss=0.095, over 2466842.77 frames. utt_duration=1242 frames, utt_pad_proportion=0.06503, over 7955.70 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3011, pruned_loss=0.06781, over 2477979.97 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07264, over 26721.28 utterances.], batch size: 33, lr: 6.64e-04
2022-08-22 10:52:08,551 INFO [train.py:927] (5/8) Epoch 4, batch 19200, giga_loss[loss=0.2243, simple_loss=0.3112, pruned_loss=0.06873, over 12355.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03317, over 97.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3062, pruned_loss=0.07093, over 2476892.32 frames. utt_duration=391 frames, utt_pad_proportion=0.07352, over 25420.50 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.3293, pruned_loss=0.09487, over 2466419.54 frames. utt_duration=1245 frames, utt_pad_proportion=0.0643, over 7935.48 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3042, pruned_loss=0.06903, over 2478328.61 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07377, over 26919.47 utterances.], batch size: 97, lr: 6.64e-04
2022-08-22 10:54:24,465 INFO [train.py:927] (5/8) Epoch 4, batch 19250, giga_loss[loss=0.2068, simple_loss=0.2935, pruned_loss=0.06, over 12452.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.0258, over 122.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3051, pruned_loss=0.07069, over 2477181.10 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07484, over 25234.31 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3289, pruned_loss=0.09457, over 2466504.66 frames. utt_duration=1249 frames, utt_pad_proportion=0.06284, over 7907.74 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3031, pruned_loss=0.0688, over 2478531.21 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07549, over 26932.17 utterances.], batch size: 122, lr: 6.64e-04
2022-08-22 10:56:23,685 INFO [train.py:927] (5/8) Epoch 4, batch 19300, giga_loss[loss=0.2132, simple_loss=0.2938, pruned_loss=0.06625, over 12396.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04906, over 161.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3048, pruned_loss=0.07069, over 2477213.38 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07839, over 26114.57 utterances.], libri_tot_loss[loss=0.2593, simple_loss=0.3292, pruned_loss=0.09471, over 2466433.31 frames. utt_duration=1239 frames, utt_pad_proportion=0.06647, over 7973.33 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3027, pruned_loss=0.06868, over 2478523.99 frames. utt_duration=359.1 frames, utt_pad_proportion=0.07791, over 27698.42 utterances.], batch size: 161, lr: 6.64e-04
2022-08-22 10:58:27,321 INFO [train.py:927] (5/8) Epoch 4, batch 19350, libri_loss[loss=0.2562, simple_loss=0.326, pruned_loss=0.09319, over 12273.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007953, over 37.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3032, pruned_loss=0.07118, over 2476592.55 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07634, over 24925.52 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3285, pruned_loss=0.09468, over 2466426.41 frames. utt_duration=1246 frames, utt_pad_proportion=0.06433, over 7926.96 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3007, pruned_loss=0.06828, over 2478276.48 frames. utt_duration=365.2 frames, utt_pad_proportion=0.07685, over 27235.53 utterances.], batch size: 37, lr: 6.63e-04
2022-08-22 11:00:26,847 INFO [train.py:927] (5/8) Epoch 4, batch 19400, giga_loss[loss=0.222, simple_loss=0.3088, pruned_loss=0.06762, over 12463.00 frames. utt_duration=703.3 frames, utt_pad_proportion=0.03261, over 71.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3023, pruned_loss=0.07001, over 2476453.30 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07519, over 24872.67 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.328, pruned_loss=0.0946, over 2466213.66 frames. utt_duration=1252 frames, utt_pad_proportion=0.06317, over 7890.14 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3001, pruned_loss=0.06719, over 2478253.59 frames. utt_duration=366.2 frames, utt_pad_proportion=0.07606, over 27156.37 utterances.], batch size: 71, lr: 6.63e-04
2022-08-22 11:02:20,400 INFO [train.py:927] (5/8) Epoch 4, batch 19450, giga_loss[loss=0.1955, simple_loss=0.2913, pruned_loss=0.04986, over 12268.00 frames. utt_duration=910 frames, utt_pad_proportion=0.0278, over 54.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.304, pruned_loss=0.06937, over 2476845.10 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07112, over 24288.90 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3278, pruned_loss=0.09453, over 2465975.41 frames. utt_duration=1254 frames, utt_pad_proportion=0.06205, over 7874.05 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3019, pruned_loss=0.06661, over 2478729.20 frames. utt_duration=375.2 frames, utt_pad_proportion=0.07253, over 26509.89 utterances.], batch size: 54, lr: 6.63e-04
2022-08-22 11:04:26,282 INFO [train.py:927] (5/8) Epoch 4, batch 19500, libri_loss[loss=0.297, simple_loss=0.3573, pruned_loss=0.1184, over 12311.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005367, over 35.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3047, pruned_loss=0.06898, over 2477135.59 frames. utt_duration=412.2 frames, utt_pad_proportion=0.07058, over 24109.86 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3284, pruned_loss=0.09473, over 2466033.26 frames. utt_duration=1251 frames, utt_pad_proportion=0.06213, over 7893.69 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3022, pruned_loss=0.06624, over 2478729.96 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07178, over 26078.86 utterances.], batch size: 35, lr: 6.63e-04
2022-08-22 11:06:41,116 INFO [train.py:927] (5/8) Epoch 4, batch 19550, giga_loss[loss=0.2224, simple_loss=0.31, pruned_loss=0.06736, over 12423.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04982, over 161.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3051, pruned_loss=0.06909, over 2476917.97 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07198, over 24509.14 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3284, pruned_loss=0.09473, over 2465925.39 frames. utt_duration=1242 frames, utt_pad_proportion=0.06533, over 7950.45 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3024, pruned_loss=0.06614, over 2478639.35 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07214, over 26545.00 utterances.], batch size: 161, lr: 6.63e-04
2022-08-22 11:08:52,400 INFO [train.py:927] (5/8) Epoch 4, batch 19600, giga_loss[loss=0.2144, simple_loss=0.3132, pruned_loss=0.05781, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.0418, over 31.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3057, pruned_loss=0.06882, over 2476996.84 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07251, over 25128.68 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3277, pruned_loss=0.09421, over 2465918.49 frames. utt_duration=1246 frames, utt_pad_proportion=0.06438, over 7922.63 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3037, pruned_loss=0.06647, over 2478564.38 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07286, over 27051.02 utterances.], batch size: 31, lr: 6.63e-04
2022-08-22 11:11:08,249 INFO [train.py:927] (5/8) Epoch 4, batch 19650, giga_loss[loss=0.1853, simple_loss=0.2743, pruned_loss=0.04819, over 12227.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02883, over 42.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3084, pruned_loss=0.06975, over 2476805.59 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07024, over 24814.96 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3289, pruned_loss=0.09449, over 2465885.81 frames. utt_duration=1248 frames, utt_pad_proportion=0.06353, over 7911.31 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3053, pruned_loss=0.06721, over 2478280.99 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07093, over 26651.83 utterances.], batch size: 42, lr: 6.62e-04
2022-08-22 11:13:22,920 INFO [train.py:927] (5/8) Epoch 4, batch 19700, libri_loss[loss=0.2748, simple_loss=0.3387, pruned_loss=0.1055, over 12451.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01472, over 40.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3073, pruned_loss=0.07002, over 2476669.65 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06942, over 24209.45 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3285, pruned_loss=0.09431, over 2466036.51 frames. utt_duration=1251 frames, utt_pad_proportion=0.06211, over 7897.57 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3044, pruned_loss=0.06712, over 2478162.81 frames. utt_duration=376.7 frames, utt_pad_proportion=0.07054, over 26394.52 utterances.], batch size: 40, lr: 6.62e-04
2022-08-22 11:15:24,269 INFO [train.py:927] (5/8) Epoch 4, batch 19750, giga_loss[loss=0.2388, simple_loss=0.3196, pruned_loss=0.07898, over 12373.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02821, over 91.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3053, pruned_loss=0.06842, over 2476940.37 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06961, over 24290.21 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3281, pruned_loss=0.09417, over 2466063.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.06188, over 7897.73 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3029, pruned_loss=0.06577, over 2478286.80 frames. utt_duration=378 frames, utt_pad_proportion=0.07057, over 26307.57 utterances.], batch size: 91, lr: 6.62e-04
2022-08-22 11:17:23,404 INFO [train.py:927] (5/8) Epoch 4, batch 19800, giga_loss[loss=0.2276, simple_loss=0.3141, pruned_loss=0.07054, over 12392.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03469, over 122.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.307, pruned_loss=0.06885, over 2477467.17 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06744, over 24196.31 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.328, pruned_loss=0.09409, over 2466109.10 frames. utt_duration=1253 frames, utt_pad_proportion=0.06088, over 7880.91 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3048, pruned_loss=0.06635, over 2478709.74 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06868, over 26123.83 utterances.], batch size: 122, lr: 6.62e-04
2022-08-22 11:19:13,334 INFO [train.py:927] (5/8) Epoch 4, batch 19850, giga_loss[loss=0.2531, simple_loss=0.3158, pruned_loss=0.09523, over 12399.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3066, pruned_loss=0.06925, over 2477478.02 frames. utt_duration=414 frames, utt_pad_proportion=0.06677, over 24005.96 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3285, pruned_loss=0.09426, over 2466151.10 frames. utt_duration=1239 frames, utt_pad_proportion=0.06481, over 7970.20 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3037, pruned_loss=0.06641, over 2478733.42 frames. utt_duration=384 frames, utt_pad_proportion=0.06674, over 25899.55 utterances.], batch size: 258, lr: 6.62e-04
2022-08-22 11:21:04,378 INFO [train.py:927] (5/8) Epoch 4, batch 19900, giga_loss[loss=0.2776, simple_loss=0.3628, pruned_loss=0.09615, over 12372.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3092, pruned_loss=0.07139, over 2477838.67 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06817, over 24270.26 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3288, pruned_loss=0.09452, over 2466440.74 frames. utt_duration=1215 frames, utt_pad_proportion=0.07345, over 8132.58 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3063, pruned_loss=0.06844, over 2478778.92 frames. utt_duration=383.5 frames, utt_pad_proportion=0.0655, over 25935.64 utterances.], batch size: 58, lr: 6.62e-04
2022-08-22 11:22:48,689 INFO [train.py:927] (5/8) Epoch 4, batch 19950, giga_loss[loss=0.2501, simple_loss=0.3448, pruned_loss=0.07771, over 12413.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04336, over 146.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3176, pruned_loss=0.07664, over 2477058.06 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06933, over 23083.22 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3286, pruned_loss=0.09456, over 2466234.78 frames. utt_duration=1216 frames, utt_pad_proportion=0.07213, over 8122.34 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3151, pruned_loss=0.07381, over 2478244.07 frames. utt_duration=401.4 frames, utt_pad_proportion=0.0674, over 24769.16 utterances.], batch size: 146, lr: 6.61e-04
2022-08-22 11:24:31,569 INFO [train.py:927] (5/8) Epoch 4, batch 20000, libri_loss[loss=0.2576, simple_loss=0.3279, pruned_loss=0.09365, over 12374.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.0141, over 41.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3167, pruned_loss=0.07797, over 2476030.68 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07301, over 22548.41 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3281, pruned_loss=0.09436, over 2466181.80 frames. utt_duration=1209 frames, utt_pad_proportion=0.07506, over 8167.17 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3149, pruned_loss=0.07535, over 2477353.82 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07042, over 24344.55 utterances.], batch size: 41, lr: 6.61e-04
2022-08-22 11:26:12,118 INFO [train.py:927] (5/8) Epoch 4, batch 20050, libri_loss[loss=0.2203, simple_loss=0.3042, pruned_loss=0.06818, over 12245.00 frames. utt_duration=1691 frames, utt_pad_proportion=0.007289, over 29.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3104, pruned_loss=0.07596, over 2474882.79 frames. utt_duration=452.5 frames, utt_pad_proportion=0.0728, over 21943.35 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3277, pruned_loss=0.09406, over 2466145.23 frames. utt_duration=1204 frames, utt_pad_proportion=0.07789, over 8204.20 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.309, pruned_loss=0.07376, over 2476184.18 frames. utt_duration=420 frames, utt_pad_proportion=0.06986, over 23659.77 utterances.], batch size: 29, lr: 6.61e-04
2022-08-22 11:27:54,150 INFO [train.py:927] (5/8) Epoch 4, batch 20100, giga_loss[loss=0.1937, simple_loss=0.2663, pruned_loss=0.06053, over 12284.00 frames. utt_duration=793.9 frames, utt_pad_proportion=0.03884, over 62.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3022, pruned_loss=0.07241, over 2473890.36 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07523, over 21725.07 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3285, pruned_loss=0.09405, over 2466314.20 frames. utt_duration=1205 frames, utt_pad_proportion=0.07728, over 8196.16 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3002, pruned_loss=0.07051, over 2474844.35 frames. utt_duration=428 frames, utt_pad_proportion=0.07292, over 23201.52 utterances.], batch size: 62, lr: 6.61e-04
2022-08-22 11:29:34,464 INFO [train.py:927] (5/8) Epoch 4, batch 20150, giga_loss[loss=0.1978, simple_loss=0.2796, pruned_loss=0.05804, over 12410.00 frames. utt_duration=513.2 frames, utt_pad_proportion=0.02812, over 97.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2965, pruned_loss=0.07038, over 2473323.59 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06997, over 20310.50 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3288, pruned_loss=0.09448, over 2466340.45 frames. utt_duration=1206 frames, utt_pad_proportion=0.07621, over 8187.82 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2936, pruned_loss=0.06774, over 2474306.61 frames. utt_duration=453 frames, utt_pad_proportion=0.06862, over 21915.04 utterances.], batch size: 97, lr: 6.61e-04
2022-08-22 11:31:19,158 INFO [train.py:927] (5/8) Epoch 4, batch 20200, giga_loss[loss=0.2019, simple_loss=0.2754, pruned_loss=0.06418, over 12272.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02701, over 54.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2902, pruned_loss=0.06762, over 2472989.46 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06611, over 19293.13 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.3288, pruned_loss=0.0944, over 2466148.75 frames. utt_duration=1207 frames, utt_pad_proportion=0.07591, over 8181.88 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2878, pruned_loss=0.06551, over 2473969.53 frames. utt_duration=481.6 frames, utt_pad_proportion=0.06531, over 20607.56 utterances.], batch size: 54, lr: 6.61e-04
2022-08-22 11:32:59,832 INFO [train.py:927] (5/8) Epoch 4, batch 20250, libri_loss[loss=0.2611, simple_loss=0.3275, pruned_loss=0.09736, over 12404.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004688, over 34.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2869, pruned_loss=0.06659, over 2472644.21 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06395, over 18980.82 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.329, pruned_loss=0.09438, over 2465712.82 frames. utt_duration=1215 frames, utt_pad_proportion=0.07363, over 8129.57 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2832, pruned_loss=0.06385, over 2474091.01 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06417, over 20513.13 utterances.], batch size: 34, lr: 6.60e-04
2022-08-22 11:34:42,107 INFO [train.py:927] (5/8) Epoch 4, batch 20300, giga_loss[loss=0.2096, simple_loss=0.2714, pruned_loss=0.07386, over 12244.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0303, over 42.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2812, pruned_loss=0.0638, over 2473146.26 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06309, over 19098.98 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3286, pruned_loss=0.09413, over 2465703.34 frames. utt_duration=1218 frames, utt_pad_proportion=0.07283, over 8105.77 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2781, pruned_loss=0.06149, over 2474384.33 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06354, over 20460.38 utterances.], batch size: 42, lr: 6.60e-04
2022-08-22 11:36:23,565 INFO [train.py:927] (5/8) Epoch 4, batch 20350, giga_loss[loss=0.1813, simple_loss=0.2557, pruned_loss=0.05345, over 12379.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04541, over 146.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2748, pruned_loss=0.06086, over 2473882.78 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06105, over 18859.18 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3286, pruned_loss=0.09426, over 2465599.92 frames. utt_duration=1218 frames, utt_pad_proportion=0.07232, over 8105.68 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2719, pruned_loss=0.05866, over 2475036.03 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06168, over 20026.85 utterances.], batch size: 146, lr: 6.60e-04
2022-08-22 11:38:06,574 INFO [train.py:927] (5/8) Epoch 4, batch 20400, giga_loss[loss=0.2431, simple_loss=0.3259, pruned_loss=0.08019, over 12385.00 frames. utt_duration=343.4 frames, utt_pad_proportion=0.03823, over 145.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2798, pruned_loss=0.06388, over 2474484.18 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06356, over 19225.83 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3286, pruned_loss=0.09441, over 2465560.58 frames. utt_duration=1223 frames, utt_pad_proportion=0.07125, over 8076.75 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2766, pruned_loss=0.06143, over 2475599.51 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06424, over 20367.24 utterances.], batch size: 145, lr: 6.60e-04
2022-08-22 11:39:50,648 INFO [train.py:927] (5/8) Epoch 4, batch 20450, giga_loss[loss=0.2651, simple_loss=0.3453, pruned_loss=0.09245, over 12388.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04474, over 146.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2918, pruned_loss=0.06968, over 2474070.53 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06006, over 18615.47 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.329, pruned_loss=0.09449, over 2465561.38 frames. utt_duration=1221 frames, utt_pad_proportion=0.07149, over 8089.86 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2885, pruned_loss=0.06743, over 2475035.03 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06065, over 19600.40 utterances.], batch size: 146, lr: 6.60e-04
2022-08-22 11:41:33,330 INFO [train.py:927] (5/8) Epoch 4, batch 20500, giga_loss[loss=0.2474, simple_loss=0.325, pruned_loss=0.08492, over 12390.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.04135, over 105.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.2998, pruned_loss=0.07256, over 2473704.85 frames. utt_duration=540.9 frames, utt_pad_proportion=0.05743, over 18344.76 utterances.], libri_tot_loss[loss=0.2594, simple_loss=0.3296, pruned_loss=0.09458, over 2465605.38 frames. utt_duration=1222 frames, utt_pad_proportion=0.07035, over 8081.48 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.2959, pruned_loss=0.07018, over 2474626.33 frames. utt_duration=512.7 frames, utt_pad_proportion=0.05835, over 19362.93 utterances.], batch size: 105, lr: 6.60e-04
2022-08-22 11:43:16,364 INFO [train.py:927] (5/8) Epoch 4, batch 20550, giga_loss[loss=0.2383, simple_loss=0.3078, pruned_loss=0.08443, over 12247.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02924, over 54.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3049, pruned_loss=0.07491, over 2474557.28 frames. utt_duration=559.1 frames, utt_pad_proportion=0.0551, over 17750.28 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3297, pruned_loss=0.09468, over 2465706.42 frames. utt_duration=1223 frames, utt_pad_proportion=0.06948, over 8075.55 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3009, pruned_loss=0.07232, over 2475439.58 frames. utt_duration=526.9 frames, utt_pad_proportion=0.05614, over 18844.94 utterances.], batch size: 54, lr: 6.59e-04
2022-08-22 11:44:56,027 INFO [train.py:927] (5/8) Epoch 4, batch 20600, giga_loss[loss=0.3826, simple_loss=0.4113, pruned_loss=0.177, over 12395.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3089, pruned_loss=0.07813, over 2473775.51 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06123, over 17516.19 utterances.], libri_tot_loss[loss=0.2592, simple_loss=0.3293, pruned_loss=0.09457, over 2465881.83 frames. utt_duration=1203 frames, utt_pad_proportion=0.0765, over 8207.92 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3051, pruned_loss=0.07537, over 2474644.13 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05869, over 18662.86 utterances.], batch size: 259, lr: 6.59e-04
2022-08-22 11:46:39,453 INFO [train.py:927] (5/8) Epoch 4, batch 20650, giga_loss[loss=0.2516, simple_loss=0.3328, pruned_loss=0.08521, over 12433.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04403, over 114.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3134, pruned_loss=0.07985, over 2473803.82 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06225, over 18025.93 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3291, pruned_loss=0.09449, over 2466069.66 frames. utt_duration=1206 frames, utt_pad_proportion=0.07594, over 8191.89 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3104, pruned_loss=0.07761, over 2474387.16 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06042, over 19026.68 utterances.], batch size: 114, lr: 6.59e-04
2022-08-22 11:48:20,653 INFO [train.py:927] (5/8) Epoch 4, batch 20700, giga_loss[loss=0.2776, simple_loss=0.3516, pruned_loss=0.1018, over 12353.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03323, over 62.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3179, pruned_loss=0.08146, over 2474051.94 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06787, over 18476.02 utterances.], libri_tot_loss[loss=0.2597, simple_loss=0.3299, pruned_loss=0.09475, over 2466162.26 frames. utt_duration=1209 frames, utt_pad_proportion=0.07509, over 8170.16 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3146, pruned_loss=0.07925, over 2474531.02 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06653, over 19431.69 utterances.], batch size: 62, lr: 6.59e-04
2022-08-22 11:50:03,818 INFO [train.py:927] (5/8) Epoch 4, batch 20750, giga_loss[loss=0.2187, simple_loss=0.3057, pruned_loss=0.06584, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02882, over 48.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3188, pruned_loss=0.08071, over 2474155.81 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06361, over 17616.03 utterances.], libri_tot_loss[loss=0.2592, simple_loss=0.3294, pruned_loss=0.0945, over 2466393.60 frames. utt_duration=1216 frames, utt_pad_proportion=0.07343, over 8123.68 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3163, pruned_loss=0.07878, over 2474525.14 frames. utt_duration=531 frames, utt_pad_proportion=0.06327, over 18692.72 utterances.], batch size: 48, lr: 6.59e-04
2022-08-22 11:51:47,259 INFO [train.py:927] (5/8) Epoch 4, batch 20800, giga_loss[loss=0.2265, simple_loss=0.3049, pruned_loss=0.07407, over 12481.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03574, over 40.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.318, pruned_loss=0.07974, over 2474022.95 frames. utt_duration=571.3 frames, utt_pad_proportion=0.0649, over 17367.04 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3288, pruned_loss=0.09428, over 2466284.48 frames. utt_duration=1220 frames, utt_pad_proportion=0.07185, over 8093.27 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3162, pruned_loss=0.07799, over 2474657.56 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06516, over 18534.73 utterances.], batch size: 40, lr: 6.59e-04
2022-08-22 11:53:31,371 INFO [train.py:927] (5/8) Epoch 4, batch 20850, giga_loss[loss=0.2483, simple_loss=0.3273, pruned_loss=0.0847, over 12415.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.0384, over 26.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3199, pruned_loss=0.08252, over 2473714.57 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06623, over 17250.01 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3284, pruned_loss=0.09405, over 2466272.47 frames. utt_duration=1225 frames, utt_pad_proportion=0.07047, over 8063.24 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3187, pruned_loss=0.08102, over 2474386.53 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06681, over 18403.41 utterances.], batch size: 26, lr: 6.58e-04
2022-08-22 11:55:13,527 INFO [train.py:927] (5/8) Epoch 4, batch 20900, giga_loss[loss=0.2415, simple_loss=0.32, pruned_loss=0.08148, over 12450.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04283, over 114.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3202, pruned_loss=0.08448, over 2473272.15 frames. utt_duration=593.1 frames, utt_pad_proportion=0.06163, over 16721.67 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3279, pruned_loss=0.09446, over 2466237.11 frames. utt_duration=1233 frames, utt_pad_proportion=0.068, over 8011.02 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3192, pruned_loss=0.0824, over 2474167.01 frames. utt_duration=548 frames, utt_pad_proportion=0.06333, over 18108.46 utterances.], batch size: 114, lr: 6.58e-04
2022-08-22 11:56:57,769 INFO [train.py:927] (5/8) Epoch 4, batch 20950, giga_loss[loss=0.3088, simple_loss=0.3538, pruned_loss=0.1318, over 12363.00 frames. utt_duration=1238 frames, utt_pad_proportion=0.04119, over 40.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3193, pruned_loss=0.08473, over 2473318.32 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05984, over 16677.12 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3273, pruned_loss=0.09427, over 2466214.20 frames. utt_duration=1237 frames, utt_pad_proportion=0.06668, over 7987.08 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3188, pruned_loss=0.08287, over 2474296.33 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06179, over 18124.01 utterances.], batch size: 40, lr: 6.58e-04
2022-08-22 11:58:43,484 INFO [train.py:927] (5/8) Epoch 4, batch 21000, giga_loss[loss=0.2332, simple_loss=0.311, pruned_loss=0.07775, over 12306.00 frames. utt_duration=850.2 frames, utt_pad_proportion=0.03609, over 58.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3186, pruned_loss=0.08351, over 2473388.41 frames. utt_duration=603.7 frames, utt_pad_proportion=0.05579, over 16429.73 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3274, pruned_loss=0.09415, over 2466447.04 frames. utt_duration=1240 frames, utt_pad_proportion=0.06511, over 7967.80 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3178, pruned_loss=0.08185, over 2474151.30 frames. utt_duration=556.4 frames, utt_pad_proportion=0.0582, over 17833.85 utterances.], batch size: 58, lr: 6.58e-04
2022-08-22 11:58:43,485 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 11:59:00,747 INFO [train.py:967] (5/8) 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 12:00:43,183 INFO [train.py:927] (5/8) Epoch 4, batch 21050, giga_loss[loss=0.2259, simple_loss=0.32, pruned_loss=0.06594, over 12379.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03049, over 58.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3143, pruned_loss=0.08121, over 2473745.77 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06655, over 17451.81 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3275, pruned_loss=0.09433, over 2466485.50 frames. utt_duration=1229 frames, utt_pad_proportion=0.06849, over 8040.13 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3133, pruned_loss=0.07948, over 2474425.79 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06626, over 18664.82 utterances.], batch size: 58, lr: 6.58e-04
2022-08-22 12:02:27,523 INFO [train.py:927] (5/8) Epoch 4, batch 21100, giga_loss[loss=0.2257, simple_loss=0.3026, pruned_loss=0.07434, over 12377.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04189, over 133.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3092, pruned_loss=0.07848, over 2473608.96 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0692, over 18187.78 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3273, pruned_loss=0.09405, over 2465828.88 frames. utt_duration=1236 frames, utt_pad_proportion=0.06656, over 7989.24 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3082, pruned_loss=0.07686, over 2474987.47 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06955, over 19564.64 utterances.], batch size: 133, lr: 6.58e-04
2022-08-22 12:04:11,249 INFO [train.py:927] (5/8) Epoch 4, batch 21150, giga_loss[loss=0.2084, simple_loss=0.289, pruned_loss=0.06391, over 12289.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.0261, over 54.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3077, pruned_loss=0.07721, over 2473164.18 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06441, over 17572.60 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3275, pruned_loss=0.09409, over 2466043.10 frames. utt_duration=1234 frames, utt_pad_proportion=0.06698, over 8004.22 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3065, pruned_loss=0.07576, over 2474121.45 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06482, over 18734.19 utterances.], batch size: 54, lr: 6.57e-04
2022-08-22 12:05:49,203 INFO [train.py:927] (5/8) Epoch 4, batch 21200, libri_loss[loss=0.268, simple_loss=0.3413, pruned_loss=0.09731, over 12156.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005375, over 35.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3056, pruned_loss=0.07676, over 2472653.38 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06456, over 17293.69 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3266, pruned_loss=0.09359, over 2465895.04 frames. utt_duration=1242 frames, utt_pad_proportion=0.06569, over 7953.72 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3049, pruned_loss=0.07558, over 2473784.59 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06537, over 18531.68 utterances.], batch size: 35, lr: 6.57e-04
2022-08-22 12:07:30,655 INFO [train.py:927] (5/8) Epoch 4, batch 21250, giga_loss[loss=0.1961, simple_loss=0.2794, pruned_loss=0.05638, over 12342.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03296, over 58.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.302, pruned_loss=0.0752, over 2473083.09 frames. utt_duration=587.2 frames, utt_pad_proportion=0.06244, over 16889.08 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3268, pruned_loss=0.09371, over 2465885.07 frames. utt_duration=1242 frames, utt_pad_proportion=0.06491, over 7950.42 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.301, pruned_loss=0.07392, over 2474092.45 frames. utt_duration=551.5 frames, utt_pad_proportion=0.0635, over 17993.93 utterances.], batch size: 58, lr: 6.57e-04
2022-08-22 12:09:11,267 INFO [train.py:927] (5/8) Epoch 4, batch 21300, libri_loss[loss=0.2286, simple_loss=0.2946, pruned_loss=0.08132, over 12217.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009158, over 29.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.2984, pruned_loss=0.07393, over 2472853.70 frames. utt_duration=619.1 frames, utt_pad_proportion=0.05814, over 16014.45 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3267, pruned_loss=0.09391, over 2465857.55 frames. utt_duration=1239 frames, utt_pad_proportion=0.06515, over 7968.31 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.297, pruned_loss=0.07224, over 2473886.87 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05917, over 17113.24 utterances.], batch size: 29, lr: 6.57e-04
2022-08-22 12:10:50,984 INFO [train.py:927] (5/8) Epoch 4, batch 21350, giga_loss[loss=0.1863, simple_loss=0.255, pruned_loss=0.05876, over 12334.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.05359, over 34.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.2946, pruned_loss=0.07219, over 2472744.21 frames. utt_duration=634.5 frames, utt_pad_proportion=0.05424, over 15625.22 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3267, pruned_loss=0.09399, over 2465989.36 frames. utt_duration=1240 frames, utt_pad_proportion=0.06465, over 7961.63 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2932, pruned_loss=0.07063, over 2473502.49 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05546, over 16561.18 utterances.], batch size: 34, lr: 6.57e-04
2022-08-22 12:12:31,843 INFO [train.py:927] (5/8) Epoch 4, batch 21400, giga_loss[loss=0.2276, simple_loss=0.2995, pruned_loss=0.07787, over 12381.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2927, pruned_loss=0.07145, over 2472309.79 frames. utt_duration=643.9 frames, utt_pad_proportion=0.05561, over 15393.66 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3273, pruned_loss=0.09414, over 2466272.54 frames. utt_duration=1239 frames, utt_pad_proportion=0.06413, over 7971.73 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2903, pruned_loss=0.06949, over 2472846.38 frames. utt_duration=607.3 frames, utt_pad_proportion=0.05656, over 16326.98 utterances.], batch size: 182, lr: 6.57e-04
2022-08-22 12:14:16,581 INFO [train.py:927] (5/8) Epoch 4, batch 21450, giga_loss[loss=0.2046, simple_loss=0.2699, pruned_loss=0.06963, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03486, over 43.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.291, pruned_loss=0.07081, over 2472830.32 frames. utt_duration=652.9 frames, utt_pad_proportion=0.05491, over 15185.86 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.327, pruned_loss=0.094, over 2466227.28 frames. utt_duration=1242 frames, utt_pad_proportion=0.06341, over 7954.24 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2889, pruned_loss=0.06908, over 2473389.44 frames. utt_duration=618.4 frames, utt_pad_proportion=0.05597, over 16036.51 utterances.], batch size: 43, lr: 6.56e-04
2022-08-22 12:16:00,124 INFO [train.py:927] (5/8) Epoch 4, batch 21500, giga_loss[loss=0.215, simple_loss=0.2952, pruned_loss=0.0674, over 12476.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02908, over 55.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.2968, pruned_loss=0.07502, over 2472108.76 frames. utt_duration=618.5 frames, utt_pad_proportion=0.06066, over 16026.47 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3265, pruned_loss=0.09375, over 2466091.45 frames. utt_duration=1248 frames, utt_pad_proportion=0.06203, over 7914.21 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.2946, pruned_loss=0.0733, over 2472839.38 frames. utt_duration=584.9 frames, utt_pad_proportion=0.06176, over 16954.66 utterances.], batch size: 55, lr: 6.56e-04
2022-08-22 12:17:48,019 INFO [train.py:927] (5/8) Epoch 4, batch 21550, giga_loss[loss=0.248, simple_loss=0.3324, pruned_loss=0.08182, over 12362.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02872, over 91.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3036, pruned_loss=0.07838, over 2472070.05 frames. utt_duration=605.6 frames, utt_pad_proportion=0.05747, over 16369.68 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3264, pruned_loss=0.09387, over 2466160.45 frames. utt_duration=1249 frames, utt_pad_proportion=0.06138, over 7906.13 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3016, pruned_loss=0.0766, over 2472697.29 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05873, over 17264.62 utterances.], batch size: 91, lr: 6.56e-04
2022-08-22 12:19:31,200 INFO [train.py:927] (5/8) Epoch 4, batch 21600, giga_loss[loss=0.2485, simple_loss=0.3205, pruned_loss=0.08826, over 12317.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03197, over 58.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3089, pruned_loss=0.0802, over 2470829.24 frames. utt_duration=625.8 frames, utt_pad_proportion=0.05387, over 15831.50 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3261, pruned_loss=0.09369, over 2465621.41 frames. utt_duration=1251 frames, utt_pad_proportion=0.06081, over 7893.04 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.307, pruned_loss=0.07856, over 2471978.15 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05527, over 16783.17 utterances.], batch size: 58, lr: 6.56e-04
2022-08-22 12:21:12,726 INFO [train.py:927] (5/8) Epoch 4, batch 21650, giga_loss[loss=0.224, simple_loss=0.3022, pruned_loss=0.07288, over 12409.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04992, over 161.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3155, pruned_loss=0.08272, over 2471465.96 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05936, over 16900.66 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3264, pruned_loss=0.09346, over 2466126.80 frames. utt_duration=1248 frames, utt_pad_proportion=0.06058, over 7914.10 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3134, pruned_loss=0.08129, over 2472078.94 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06023, over 17887.90 utterances.], batch size: 161, lr: 6.56e-04
2022-08-22 12:22:54,067 INFO [train.py:927] (5/8) Epoch 4, batch 21700, giga_loss[loss=0.2208, simple_loss=0.2978, pruned_loss=0.07187, over 12389.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04194, over 31.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3148, pruned_loss=0.08191, over 2471408.24 frames. utt_duration=571 frames, utt_pad_proportion=0.06186, over 17359.01 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3268, pruned_loss=0.09389, over 2466139.87 frames. utt_duration=1246 frames, utt_pad_proportion=0.0597, over 7925.59 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3123, pruned_loss=0.08001, over 2472078.12 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06282, over 18439.95 utterances.], batch size: 31, lr: 6.56e-04
2022-08-22 12:24:36,954 INFO [train.py:927] (5/8) Epoch 4, batch 21750, giga_loss[loss=0.2746, simple_loss=0.351, pruned_loss=0.0991, over 12416.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06157, over 183.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3161, pruned_loss=0.08247, over 2472000.34 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06382, over 18292.00 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3263, pruned_loss=0.09387, over 2466288.62 frames. utt_duration=1249 frames, utt_pad_proportion=0.05925, over 7911.01 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3142, pruned_loss=0.08059, over 2472555.37 frames. utt_duration=509 frames, utt_pad_proportion=0.06464, over 19489.32 utterances.], batch size: 183, lr: 6.55e-04
2022-08-22 12:26:23,191 INFO [train.py:927] (5/8) Epoch 4, batch 21800, giga_loss[loss=0.2388, simple_loss=0.3186, pruned_loss=0.07946, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02738, over 54.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3177, pruned_loss=0.08273, over 2472115.28 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06158, over 18297.34 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3263, pruned_loss=0.09382, over 2466416.97 frames. utt_duration=1249 frames, utt_pad_proportion=0.05857, over 7911.32 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.316, pruned_loss=0.08115, over 2472531.47 frames. utt_duration=512 frames, utt_pad_proportion=0.06261, over 19374.94 utterances.], batch size: 54, lr: 6.55e-04
2022-08-22 12:28:05,128 INFO [train.py:927] (5/8) Epoch 4, batch 21850, giga_loss[loss=0.2474, simple_loss=0.322, pruned_loss=0.08636, over 12319.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3201, pruned_loss=0.08464, over 2473026.43 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06564, over 18770.34 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3266, pruned_loss=0.09398, over 2466643.95 frames. utt_duration=1247 frames, utt_pad_proportion=0.0586, over 7923.95 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3185, pruned_loss=0.08305, over 2473257.75 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06626, over 19817.04 utterances.], batch size: 62, lr: 6.55e-04
2022-08-22 12:29:49,444 INFO [train.py:927] (5/8) Epoch 4, batch 21900, giga_loss[loss=0.2778, simple_loss=0.3451, pruned_loss=0.1053, over 12361.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03169, over 58.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3211, pruned_loss=0.0854, over 2473401.97 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06649, over 18640.19 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3266, pruned_loss=0.09391, over 2466698.69 frames. utt_duration=1245 frames, utt_pad_proportion=0.05848, over 7931.73 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3198, pruned_loss=0.08412, over 2473584.54 frames. utt_duration=507.7 frames, utt_pad_proportion=0.067, over 19547.30 utterances.], batch size: 58, lr: 6.55e-04
2022-08-22 12:31:29,823 INFO [train.py:927] (5/8) Epoch 4, batch 21950, giga_loss[loss=0.2627, simple_loss=0.3414, pruned_loss=0.09199, over 12339.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03352, over 58.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3221, pruned_loss=0.08491, over 2472178.70 frames. utt_duration=564 frames, utt_pad_proportion=0.06206, over 17581.16 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.327, pruned_loss=0.09395, over 2466681.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.05698, over 7897.64 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3204, pruned_loss=0.08357, over 2472525.77 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06335, over 18666.17 utterances.], batch size: 58, lr: 6.55e-04
2022-08-22 12:33:12,575 INFO [train.py:927] (5/8) Epoch 4, batch 22000, giga_loss[loss=0.2479, simple_loss=0.3267, pruned_loss=0.08458, over 12398.00 frames. utt_duration=974.1 frames, utt_pad_proportion=0.02978, over 51.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3218, pruned_loss=0.08402, over 2472047.51 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05934, over 16725.00 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3269, pruned_loss=0.0939, over 2466824.08 frames. utt_duration=1242 frames, utt_pad_proportion=0.06021, over 7955.57 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3205, pruned_loss=0.08282, over 2472340.20 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05945, over 17747.05 utterances.], batch size: 51, lr: 6.55e-04
2022-08-22 12:34:55,715 INFO [train.py:927] (5/8) Epoch 4, batch 22050, giga_loss[loss=0.2211, simple_loss=0.2957, pruned_loss=0.07326, over 12420.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03975, over 37.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3207, pruned_loss=0.08416, over 2472357.92 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06299, over 16982.22 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.327, pruned_loss=0.09404, over 2466857.08 frames. utt_duration=1241 frames, utt_pad_proportion=0.05979, over 7959.15 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3195, pruned_loss=0.08296, over 2472625.54 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06307, over 17897.28 utterances.], batch size: 37, lr: 6.54e-04
2022-08-22 12:36:36,387 INFO [train.py:927] (5/8) Epoch 4, batch 22100, giga_loss[loss=0.2294, simple_loss=0.311, pruned_loss=0.07385, over 12338.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03045, over 48.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3201, pruned_loss=0.08406, over 2471830.31 frames. utt_duration=619.9 frames, utt_pad_proportion=0.05872, over 15988.98 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.327, pruned_loss=0.09415, over 2466962.99 frames. utt_duration=1245 frames, utt_pad_proportion=0.05811, over 7936.91 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3188, pruned_loss=0.08263, over 2472135.17 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05974, over 17061.31 utterances.], batch size: 48, lr: 6.54e-04
2022-08-22 12:38:16,406 INFO [train.py:927] (5/8) Epoch 4, batch 22150, giga_loss[loss=0.2519, simple_loss=0.3101, pruned_loss=0.09683, over 12482.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.036, over 37.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3199, pruned_loss=0.0837, over 2471572.16 frames. utt_duration=631.9 frames, utt_pad_proportion=0.05785, over 15681.44 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3269, pruned_loss=0.09405, over 2467117.68 frames. utt_duration=1234 frames, utt_pad_proportion=0.06168, over 8006.99 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3188, pruned_loss=0.08236, over 2471790.04 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05706, over 16684.82 utterances.], batch size: 37, lr: 6.54e-04
2022-08-22 12:39:58,511 INFO [train.py:927] (5/8) Epoch 4, batch 22200, giga_loss[loss=0.2142, simple_loss=0.3041, pruned_loss=0.06212, over 12399.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04178, over 26.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3196, pruned_loss=0.08331, over 2470675.20 frames. utt_duration=632.3 frames, utt_pad_proportion=0.06157, over 15665.40 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3271, pruned_loss=0.09414, over 2466895.69 frames. utt_duration=1235 frames, utt_pad_proportion=0.061, over 7998.50 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3184, pruned_loss=0.08191, over 2471134.94 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06098, over 16673.27 utterances.], batch size: 26, lr: 6.54e-04
2022-08-22 12:41:40,009 INFO [train.py:927] (5/8) Epoch 4, batch 22250, giga_loss[loss=0.2178, simple_loss=0.286, pruned_loss=0.07482, over 12406.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02501, over 48.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3168, pruned_loss=0.08176, over 2470862.62 frames. utt_duration=651.4 frames, utt_pad_proportion=0.05716, over 15207.77 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3265, pruned_loss=0.09358, over 2466595.28 frames. utt_duration=1243 frames, utt_pad_proportion=0.05986, over 7950.21 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3161, pruned_loss=0.08083, over 2471586.74 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05741, over 16251.70 utterances.], batch size: 48, lr: 6.54e-04
2022-08-22 12:43:22,630 INFO [train.py:927] (5/8) Epoch 4, batch 22300, giga_loss[loss=0.2321, simple_loss=0.3042, pruned_loss=0.07996, over 12457.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04361, over 31.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3156, pruned_loss=0.08171, over 2471602.36 frames. utt_duration=623.4 frames, utt_pad_proportion=0.06127, over 15897.00 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3264, pruned_loss=0.09345, over 2466737.02 frames. utt_duration=1233 frames, utt_pad_proportion=0.06334, over 8011.39 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.315, pruned_loss=0.08075, over 2472191.68 frames. utt_duration=587 frames, utt_pad_proportion=0.0597, over 16889.13 utterances.], batch size: 31, lr: 6.54e-04
2022-08-22 12:45:03,615 INFO [train.py:927] (5/8) Epoch 4, batch 22350, giga_loss[loss=0.1946, simple_loss=0.2727, pruned_loss=0.05827, over 12280.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.0382, over 51.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3135, pruned_loss=0.0813, over 2471348.65 frames. utt_duration=639.7 frames, utt_pad_proportion=0.06006, over 15489.63 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3264, pruned_loss=0.09382, over 2466706.90 frames. utt_duration=1228 frames, utt_pad_proportion=0.06643, over 8047.89 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3126, pruned_loss=0.0799, over 2471958.38 frames. utt_duration=602.2 frames, utt_pad_proportion=0.05754, over 16460.43 utterances.], batch size: 51, lr: 6.53e-04
2022-08-22 12:46:46,198 INFO [train.py:927] (5/8) Epoch 4, batch 22400, giga_loss[loss=0.2235, simple_loss=0.3005, pruned_loss=0.07325, over 12453.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03077, over 55.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3092, pruned_loss=0.07925, over 2471575.04 frames. utt_duration=651.1 frames, utt_pad_proportion=0.0567, over 15218.00 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3259, pruned_loss=0.09357, over 2466495.44 frames. utt_duration=1231 frames, utt_pad_proportion=0.06599, over 8027.46 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3089, pruned_loss=0.07825, over 2472281.63 frames. utt_duration=617.1 frames, utt_pad_proportion=0.055, over 16063.97 utterances.], batch size: 55, lr: 6.53e-04
2022-08-22 12:48:26,621 INFO [train.py:927] (5/8) Epoch 4, batch 22450, libri_loss[loss=0.2187, simple_loss=0.3003, pruned_loss=0.06851, over 12223.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.00583, over 31.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3058, pruned_loss=0.07709, over 2470256.92 frames. utt_duration=668.4 frames, utt_pad_proportion=0.05663, over 14817.02 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3259, pruned_loss=0.09318, over 2466242.91 frames. utt_duration=1234 frames, utt_pad_proportion=0.06458, over 8003.80 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3049, pruned_loss=0.07622, over 2471197.23 frames. utt_duration=630.7 frames, utt_pad_proportion=0.05577, over 15709.75 utterances.], batch size: 31, lr: 6.53e-04
2022-08-22 12:50:06,702 INFO [train.py:927] (5/8) Epoch 4, batch 22500, giga_loss[loss=0.2492, simple_loss=0.3247, pruned_loss=0.08685, over 12389.00 frames. utt_duration=584.4 frames, utt_pad_proportion=0.02927, over 85.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3081, pruned_loss=0.07839, over 2471442.57 frames. utt_duration=629.5 frames, utt_pad_proportion=0.0556, over 15741.84 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3255, pruned_loss=0.09306, over 2466752.53 frames. utt_duration=1239 frames, utt_pad_proportion=0.06319, over 7971.05 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.07741, over 2471856.30 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05556, over 16690.96 utterances.], batch size: 85, lr: 6.53e-04
2022-08-22 12:51:48,631 INFO [train.py:927] (5/8) Epoch 4, batch 22550, giga_loss[loss=0.2142, simple_loss=0.306, pruned_loss=0.06115, over 12379.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3095, pruned_loss=0.07846, over 2472961.65 frames. utt_duration=582.3 frames, utt_pad_proportion=0.06132, over 17030.95 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3251, pruned_loss=0.0928, over 2467113.91 frames. utt_duration=1243 frames, utt_pad_proportion=0.06204, over 7949.91 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3088, pruned_loss=0.07757, over 2473097.62 frames. utt_duration=551 frames, utt_pad_proportion=0.06149, over 18003.44 utterances.], batch size: 62, lr: 6.53e-04
2022-08-22 12:53:27,777 INFO [train.py:927] (5/8) Epoch 4, batch 22600, giga_loss[loss=0.2194, simple_loss=0.301, pruned_loss=0.06885, over 12319.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02872, over 74.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.31, pruned_loss=0.07795, over 2473304.47 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06057, over 18090.18 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.325, pruned_loss=0.09283, over 2467010.32 frames. utt_duration=1246 frames, utt_pad_proportion=0.06147, over 7926.76 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3094, pruned_loss=0.07705, over 2473594.75 frames. utt_duration=522 frames, utt_pad_proportion=0.06096, over 19008.16 utterances.], batch size: 74, lr: 6.53e-04
2022-08-22 12:55:10,045 INFO [train.py:927] (5/8) Epoch 4, batch 22650, giga_loss[loss=0.2169, simple_loss=0.2983, pruned_loss=0.06774, over 12472.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02755, over 55.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3109, pruned_loss=0.07798, over 2473716.74 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05677, over 17859.14 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3257, pruned_loss=0.09287, over 2467115.01 frames. utt_duration=1247 frames, utt_pad_proportion=0.06047, over 7924.26 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3094, pruned_loss=0.0768, over 2474020.07 frames. utt_duration=526 frames, utt_pad_proportion=0.05759, over 18867.37 utterances.], batch size: 55, lr: 6.53e-04
2022-08-22 12:56:51,313 INFO [train.py:927] (5/8) Epoch 4, batch 22700, giga_loss[loss=0.2373, simple_loss=0.3089, pruned_loss=0.08288, over 12119.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04156, over 33.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3125, pruned_loss=0.07961, over 2474368.00 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05636, over 17429.07 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3257, pruned_loss=0.09304, over 2467703.87 frames. utt_duration=1236 frames, utt_pad_proportion=0.06358, over 7997.99 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3107, pruned_loss=0.07791, over 2474366.06 frames. utt_duration=534 frames, utt_pad_proportion=0.05588, over 18587.40 utterances.], batch size: 33, lr: 6.52e-04
2022-08-22 12:58:31,299 INFO [train.py:927] (5/8) Epoch 4, batch 22750, giga_loss[loss=0.2196, simple_loss=0.3065, pruned_loss=0.06635, over 12379.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03036, over 62.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3137, pruned_loss=0.08012, over 2473932.18 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05407, over 16851.08 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3256, pruned_loss=0.09314, over 2467615.13 frames. utt_duration=1238 frames, utt_pad_proportion=0.06248, over 7981.10 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.312, pruned_loss=0.07837, over 2474164.80 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05419, over 18003.21 utterances.], batch size: 62, lr: 6.52e-04
2022-08-22 13:00:10,949 INFO [train.py:927] (5/8) Epoch 4, batch 22800, giga_loss[loss=0.2759, simple_loss=0.344, pruned_loss=0.1039, over 12416.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06794, over 212.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3139, pruned_loss=0.07978, over 2473884.14 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05564, over 17115.60 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3256, pruned_loss=0.09309, over 2467449.74 frames. utt_duration=1240 frames, utt_pad_proportion=0.062, over 7971.30 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3125, pruned_loss=0.07832, over 2474294.54 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05582, over 18116.87 utterances.], batch size: 212, lr: 6.52e-04
2022-08-22 13:01:54,257 INFO [train.py:927] (5/8) Epoch 4, batch 22850, giga_loss[loss=0.2344, simple_loss=0.3041, pruned_loss=0.08236, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03004, over 45.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3145, pruned_loss=0.08024, over 2474318.09 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05581, over 16925.62 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3254, pruned_loss=0.09317, over 2467509.34 frames. utt_duration=1241 frames, utt_pad_proportion=0.0612, over 7963.82 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3133, pruned_loss=0.07873, over 2474741.15 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05622, over 17926.72 utterances.], batch size: 45, lr: 6.52e-04
2022-08-22 13:03:33,113 INFO [train.py:927] (5/8) Epoch 4, batch 22900, giga_loss[loss=0.2448, simple_loss=0.3226, pruned_loss=0.08348, over 12376.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0398, over 113.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3148, pruned_loss=0.07986, over 2473755.06 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05799, over 16677.98 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3275, pruned_loss=0.09354, over 2467534.83 frames. utt_duration=1248 frames, utt_pad_proportion=0.05968, over 7918.73 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3114, pruned_loss=0.07784, over 2474298.98 frames. utt_duration=557 frames, utt_pad_proportion=0.05879, over 17815.48 utterances.], batch size: 113, lr: 6.52e-04
2022-08-22 13:05:11,305 INFO [train.py:927] (5/8) Epoch 4, batch 22950, giga_loss[loss=0.315, simple_loss=0.3945, pruned_loss=0.1178, over 12395.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02931, over 97.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3157, pruned_loss=0.08093, over 2473434.59 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06235, over 16949.91 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3286, pruned_loss=0.09439, over 2467693.81 frames. utt_duration=1216 frames, utt_pad_proportion=0.07066, over 8128.60 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3114, pruned_loss=0.07788, over 2473994.93 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05824, over 18083.91 utterances.], batch size: 97, lr: 6.52e-04
2022-08-22 13:06:50,394 INFO [train.py:927] (5/8) Epoch 4, batch 23000, libri_loss[loss=0.249, simple_loss=0.3232, pruned_loss=0.0874, over 12152.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.006005, over 36.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3155, pruned_loss=0.07991, over 2473593.14 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06517, over 17586.32 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3281, pruned_loss=0.09421, over 2467652.62 frames. utt_duration=1217 frames, utt_pad_proportion=0.06938, over 8119.72 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3119, pruned_loss=0.07712, over 2474305.14 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06222, over 18845.42 utterances.], batch size: 36, lr: 6.51e-04
2022-08-22 13:08:29,863 INFO [train.py:927] (5/8) Epoch 4, batch 23050, giga_loss[loss=0.2194, simple_loss=0.3036, pruned_loss=0.0676, over 12387.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02652, over 91.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.315, pruned_loss=0.08033, over 2473585.60 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06675, over 17935.00 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3283, pruned_loss=0.09455, over 2467145.10 frames. utt_duration=1210 frames, utt_pad_proportion=0.07254, over 8168.37 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3117, pruned_loss=0.07746, over 2474767.83 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06318, over 19114.47 utterances.], batch size: 91, lr: 6.51e-04
2022-08-22 13:10:08,940 INFO [train.py:927] (5/8) Epoch 4, batch 23100, giga_loss[loss=0.241, simple_loss=0.3091, pruned_loss=0.08641, over 12349.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03349, over 104.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3122, pruned_loss=0.0799, over 2473202.35 frames. utt_duration=553 frames, utt_pad_proportion=0.06593, over 17939.51 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.328, pruned_loss=0.09442, over 2466957.76 frames. utt_duration=1214 frames, utt_pad_proportion=0.07151, over 8140.14 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3096, pruned_loss=0.07751, over 2474450.28 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06349, over 19075.28 utterances.], batch size: 104, lr: 6.51e-04
2022-08-22 13:11:51,197 INFO [train.py:927] (5/8) Epoch 4, batch 23150, giga_loss[loss=0.2397, simple_loss=0.3094, pruned_loss=0.085, over 12365.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3085, pruned_loss=0.07809, over 2473285.78 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06122, over 17392.71 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3281, pruned_loss=0.09457, over 2466923.98 frames. utt_duration=1215 frames, utt_pad_proportion=0.07123, over 8134.44 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3062, pruned_loss=0.07601, over 2474320.45 frames. utt_duration=541.5 frames, utt_pad_proportion=0.05957, over 18327.72 utterances.], batch size: 97, lr: 6.51e-04
2022-08-22 13:13:32,042 INFO [train.py:927] (5/8) Epoch 4, batch 23200, giga_loss[loss=0.1964, simple_loss=0.2666, pruned_loss=0.06312, over 12426.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03763, over 40.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3048, pruned_loss=0.07629, over 2473315.66 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06044, over 17295.17 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3284, pruned_loss=0.09445, over 2467020.32 frames. utt_duration=1219 frames, utt_pad_proportion=0.0702, over 8102.97 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3025, pruned_loss=0.07447, over 2474173.27 frames. utt_duration=544.6 frames, utt_pad_proportion=0.05948, over 18221.52 utterances.], batch size: 40, lr: 6.51e-04
2022-08-22 13:15:11,486 INFO [train.py:927] (5/8) Epoch 4, batch 23250, giga_loss[loss=0.2192, simple_loss=0.2968, pruned_loss=0.0708, over 12370.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02815, over 91.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3009, pruned_loss=0.07453, over 2473124.42 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06199, over 17378.51 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3278, pruned_loss=0.0941, over 2466405.73 frames. utt_duration=1224 frames, utt_pad_proportion=0.0692, over 8070.14 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.2992, pruned_loss=0.07307, over 2474450.56 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06146, over 18298.59 utterances.], batch size: 91, lr: 6.51e-04
2022-08-22 13:16:51,610 INFO [train.py:927] (5/8) Epoch 4, batch 23300, giga_loss[loss=0.233, simple_loss=0.3141, pruned_loss=0.07593, over 12353.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03151, over 51.00 utterances.], tot_loss[loss=0.228, simple_loss=0.304, pruned_loss=0.07595, over 2473498.97 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06599, over 18122.55 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.328, pruned_loss=0.09426, over 2466499.70 frames. utt_duration=1224 frames, utt_pad_proportion=0.06895, over 8072.79 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3024, pruned_loss=0.07458, over 2474483.51 frames. utt_duration=525.7 frames, utt_pad_proportion=0.0655, over 18880.74 utterances.], batch size: 51, lr: 6.50e-04
2022-08-22 13:18:33,042 INFO [train.py:927] (5/8) Epoch 4, batch 23350, giga_loss[loss=0.2385, simple_loss=0.32, pruned_loss=0.07854, over 12384.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03459, over 122.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3072, pruned_loss=0.07725, over 2473348.29 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06336, over 17829.21 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3278, pruned_loss=0.09422, over 2466549.82 frames. utt_duration=1218 frames, utt_pad_proportion=0.07125, over 8112.70 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3053, pruned_loss=0.07556, over 2474351.83 frames. utt_duration=529 frames, utt_pad_proportion=0.06219, over 18763.23 utterances.], batch size: 122, lr: 6.50e-04
2022-08-22 13:20:17,160 INFO [train.py:927] (5/8) Epoch 4, batch 23400, giga_loss[loss=0.225, simple_loss=0.3047, pruned_loss=0.07267, over 12426.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04894, over 34.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3095, pruned_loss=0.07867, over 2473438.15 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06555, over 18107.41 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3277, pruned_loss=0.09404, over 2466624.52 frames. utt_duration=1221 frames, utt_pad_proportion=0.07054, over 8089.13 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3078, pruned_loss=0.07728, over 2474264.10 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06478, over 19002.75 utterances.], batch size: 34, lr: 6.50e-04
2022-08-22 13:22:03,935 INFO [train.py:927] (5/8) Epoch 4, batch 23450, giga_loss[loss=0.2573, simple_loss=0.3365, pruned_loss=0.08907, over 12432.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03313, over 75.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3175, pruned_loss=0.08413, over 2473584.66 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06125, over 18169.14 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3275, pruned_loss=0.09391, over 2466603.59 frames. utt_duration=1223 frames, utt_pad_proportion=0.06943, over 8079.03 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3159, pruned_loss=0.08283, over 2474411.80 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06118, over 19104.03 utterances.], batch size: 75, lr: 6.50e-04
2022-08-22 13:23:45,515 INFO [train.py:927] (5/8) Epoch 4, batch 23500, giga_loss[loss=0.284, simple_loss=0.3454, pruned_loss=0.1113, over 12452.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.02897, over 55.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3251, pruned_loss=0.09023, over 2474374.27 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06529, over 19363.08 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.327, pruned_loss=0.09367, over 2466641.33 frames. utt_duration=1222 frames, utt_pad_proportion=0.06926, over 8080.91 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3242, pruned_loss=0.08929, over 2475180.50 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06507, over 20359.41 utterances.], batch size: 55, lr: 6.50e-04
2022-08-22 13:25:35,006 INFO [train.py:927] (5/8) Epoch 4, batch 23550, giga_loss[loss=0.3226, simple_loss=0.3725, pruned_loss=0.1364, over 12416.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06266, over 183.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3339, pruned_loss=0.09664, over 2474864.55 frames. utt_duration=505 frames, utt_pad_proportion=0.06417, over 19661.35 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.328, pruned_loss=0.09398, over 2466580.24 frames. utt_duration=1222 frames, utt_pad_proportion=0.0685, over 8084.82 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3324, pruned_loss=0.09564, over 2475825.79 frames. utt_duration=477 frames, utt_pad_proportion=0.06427, over 20826.62 utterances.], batch size: 183, lr: 6.50e-04
2022-08-22 13:27:19,377 INFO [train.py:927] (5/8) Epoch 4, batch 23600, giga_loss[loss=0.2777, simple_loss=0.3395, pruned_loss=0.108, over 12393.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.0411, over 34.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.337, pruned_loss=0.1002, over 2474268.34 frames. utt_duration=492 frames, utt_pad_proportion=0.07104, over 20175.61 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3269, pruned_loss=0.09337, over 2466411.22 frames. utt_duration=1232 frames, utt_pad_proportion=0.06632, over 8015.52 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3371, pruned_loss=0.1001, over 2475532.22 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07147, over 21681.77 utterances.], batch size: 34, lr: 6.49e-04
2022-08-22 13:29:05,302 INFO [train.py:927] (5/8) Epoch 4, batch 23650, giga_loss[loss=0.2587, simple_loss=0.3403, pruned_loss=0.08859, over 12394.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02586, over 48.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3415, pruned_loss=0.1051, over 2475010.22 frames. utt_duration=463.8 frames, utt_pad_proportion=0.08044, over 21413.40 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3261, pruned_loss=0.09285, over 2466759.85 frames. utt_duration=1237 frames, utt_pad_proportion=0.06543, over 7983.33 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3427, pruned_loss=0.1058, over 2475921.26 frames. utt_duration=432.1 frames, utt_pad_proportion=0.08058, over 23000.56 utterances.], batch size: 48, lr: 6.49e-04
2022-08-22 13:30:54,798 INFO [train.py:927] (5/8) Epoch 4, batch 23700, giga_loss[loss=0.2442, simple_loss=0.3114, pruned_loss=0.08849, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02748, over 48.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3439, pruned_loss=0.107, over 2474813.91 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07789, over 20502.35 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3261, pruned_loss=0.09293, over 2467032.62 frames. utt_duration=1239 frames, utt_pad_proportion=0.06437, over 7971.71 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3452, pruned_loss=0.1077, over 2475445.40 frames. utt_duration=451.4 frames, utt_pad_proportion=0.0786, over 22009.52 utterances.], batch size: 48, lr: 6.49e-04
2022-08-22 13:32:39,978 INFO [train.py:927] (5/8) Epoch 4, batch 23750, giga_loss[loss=0.302, simple_loss=0.3669, pruned_loss=0.1185, over 12413.00 frames. utt_duration=271.4 frames, utt_pad_proportion=0.06733, over 184.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3446, pruned_loss=0.1081, over 2474691.15 frames. utt_duration=470 frames, utt_pad_proportion=0.08225, over 21128.60 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3263, pruned_loss=0.093, over 2467393.51 frames. utt_duration=1234 frames, utt_pad_proportion=0.0642, over 8007.01 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3458, pruned_loss=0.109, over 2475043.21 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08276, over 22585.05 utterances.], batch size: 184, lr: 6.49e-04
2022-08-22 13:34:21,611 INFO [train.py:927] (5/8) Epoch 4, batch 23800, giga_loss[loss=0.3011, simple_loss=0.3604, pruned_loss=0.1209, over 12370.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02824, over 66.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3456, pruned_loss=0.1083, over 2474882.05 frames. utt_duration=472.7 frames, utt_pad_proportion=0.08189, over 21008.44 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3261, pruned_loss=0.09307, over 2467655.10 frames. utt_duration=1223 frames, utt_pad_proportion=0.06807, over 8078.94 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3474, pruned_loss=0.1094, over 2475110.64 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08117, over 22531.62 utterances.], batch size: 66, lr: 6.49e-04
2022-08-22 13:36:04,688 INFO [train.py:927] (5/8) Epoch 4, batch 23850, giga_loss[loss=0.2051, simple_loss=0.295, pruned_loss=0.05761, over 12376.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03036, over 58.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.345, pruned_loss=0.1071, over 2474244.22 frames. utt_duration=469.9 frames, utt_pad_proportion=0.0829, over 21128.50 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3268, pruned_loss=0.09328, over 2467730.33 frames. utt_duration=1214 frames, utt_pad_proportion=0.07049, over 8138.71 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3465, pruned_loss=0.1083, over 2474586.51 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08163, over 22730.13 utterances.], batch size: 58, lr: 6.49e-04
2022-08-22 13:37:49,823 INFO [train.py:927] (5/8) Epoch 4, batch 23900, giga_loss[loss=0.2162, simple_loss=0.3025, pruned_loss=0.06498, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02488, over 48.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3445, pruned_loss=0.1054, over 2474401.12 frames. utt_duration=462.8 frames, utt_pad_proportion=0.08042, over 21454.70 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3272, pruned_loss=0.09354, over 2468014.43 frames. utt_duration=1215 frames, utt_pad_proportion=0.06936, over 8131.98 utterances.], giga_tot_loss[loss=0.2792, simple_loss=0.3456, pruned_loss=0.1064, over 2474542.60 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07998, over 22961.43 utterances.], batch size: 48, lr: 6.49e-04
2022-08-22 13:39:32,331 INFO [train.py:927] (5/8) Epoch 4, batch 23950, giga_loss[loss=0.3077, simple_loss=0.3564, pruned_loss=0.1295, over 12384.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1078, over 259.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3426, pruned_loss=0.1038, over 2474335.06 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07846, over 21389.09 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3278, pruned_loss=0.094, over 2468035.09 frames. utt_duration=1205 frames, utt_pad_proportion=0.07325, over 8199.50 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3432, pruned_loss=0.1043, over 2474526.51 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07694, over 22754.74 utterances.], batch size: 259, lr: 6.48e-04
2022-08-22 13:41:18,753 INFO [train.py:927] (5/8) Epoch 4, batch 24000, libri_loss[loss=0.2562, simple_loss=0.32, pruned_loss=0.09622, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008114, over 37.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3414, pruned_loss=0.1034, over 2474575.42 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07878, over 21786.33 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3274, pruned_loss=0.09379, over 2468089.86 frames. utt_duration=1209 frames, utt_pad_proportion=0.07212, over 8177.65 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.3425, pruned_loss=0.1042, over 2474807.49 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07796, over 23131.24 utterances.], batch size: 37, lr: 6.48e-04
2022-08-22 13:41:18,754 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 13:41:32,430 INFO [train.py:967] (5/8) 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] (5/8) Epoch 4, batch 24050, libri_loss[loss=0.2095, simple_loss=0.2821, pruned_loss=0.06841, over 12191.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03999, over 27.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3392, pruned_loss=0.1007, over 2473827.07 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07536, over 20562.97 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3276, pruned_loss=0.09391, over 2467968.25 frames. utt_duration=1210 frames, utt_pad_proportion=0.07152, over 8168.93 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3401, pruned_loss=0.1012, over 2474218.45 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07508, over 21818.62 utterances.], batch size: 27, lr: 6.48e-04
2022-08-22 13:45:12,386 INFO [train.py:927] (5/8) Epoch 4, batch 24100, giga_loss[loss=0.2264, simple_loss=0.3018, pruned_loss=0.07547, over 12177.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.0413, over 28.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3404, pruned_loss=0.09919, over 2473848.15 frames. utt_duration=503.8 frames, utt_pad_proportion=0.07312, over 19699.05 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3287, pruned_loss=0.09462, over 2468332.54 frames. utt_duration=1184 frames, utt_pad_proportion=0.07985, over 8348.55 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3403, pruned_loss=0.09912, over 2473917.93 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06998, over 20754.36 utterances.], batch size: 28, lr: 6.48e-04
2022-08-22 13:46:54,832 INFO [train.py:927] (5/8) Epoch 4, batch 24150, giga_loss[loss=0.2705, simple_loss=0.3293, pruned_loss=0.1058, over 12464.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03137, over 92.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.342, pruned_loss=0.1007, over 2474297.11 frames. utt_duration=494.6 frames, utt_pad_proportion=0.073, over 20067.87 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3291, pruned_loss=0.09438, over 2468391.47 frames. utt_duration=1187 frames, utt_pad_proportion=0.07895, over 8331.54 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.342, pruned_loss=0.101, over 2474448.11 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07082, over 21232.11 utterances.], batch size: 92, lr: 6.48e-04
2022-08-22 13:48:37,108 INFO [train.py:927] (5/8) Epoch 4, batch 24200, giga_loss[loss=0.2375, simple_loss=0.3111, pruned_loss=0.08194, over 12395.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0407, over 133.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3389, pruned_loss=0.09991, over 2474308.34 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07249, over 19858.32 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.3289, pruned_loss=0.09438, over 2468809.00 frames. utt_duration=1173 frames, utt_pad_proportion=0.08164, over 8429.58 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3396, pruned_loss=0.1004, over 2474310.98 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06966, over 21232.59 utterances.], batch size: 133, lr: 6.48e-04
2022-08-22 13:50:23,483 INFO [train.py:927] (5/8) Epoch 4, batch 24250, giga_loss[loss=0.2507, simple_loss=0.3247, pruned_loss=0.08831, over 12391.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03939, over 105.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3368, pruned_loss=0.09813, over 2473887.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0716, over 19417.07 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3283, pruned_loss=0.0941, over 2468595.97 frames. utt_duration=1176 frames, utt_pad_proportion=0.08078, over 8405.02 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.338, pruned_loss=0.09886, over 2474190.98 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06961, over 20732.24 utterances.], batch size: 105, lr: 6.47e-04
2022-08-22 13:52:09,321 INFO [train.py:927] (5/8) Epoch 4, batch 24300, giga_loss[loss=0.2614, simple_loss=0.3328, pruned_loss=0.09504, over 12388.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02664, over 91.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3371, pruned_loss=0.09816, over 2474138.73 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07338, over 20187.97 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3281, pruned_loss=0.09401, over 2468586.48 frames. utt_duration=1177 frames, utt_pad_proportion=0.07986, over 8396.95 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3384, pruned_loss=0.09887, over 2474468.44 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07203, over 21382.72 utterances.], batch size: 91, lr: 6.47e-04
2022-08-22 13:53:53,008 INFO [train.py:927] (5/8) Epoch 4, batch 24350, giga_loss[loss=0.2399, simple_loss=0.3167, pruned_loss=0.08156, over 12467.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03314, over 86.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3355, pruned_loss=0.09735, over 2473768.08 frames. utt_duration=498.8 frames, utt_pad_proportion=0.0704, over 19893.37 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.328, pruned_loss=0.09384, over 2468501.29 frames. utt_duration=1181 frames, utt_pad_proportion=0.07906, over 8373.78 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3368, pruned_loss=0.09816, over 2474235.55 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06967, over 21197.96 utterances.], batch size: 86, lr: 6.47e-04
2022-08-22 13:55:37,500 INFO [train.py:927] (5/8) Epoch 4, batch 24400, libri_loss[loss=0.2391, simple_loss=0.3097, pruned_loss=0.08431, over 12458.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005443, over 35.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3351, pruned_loss=0.09846, over 2474448.69 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07656, over 20490.08 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3284, pruned_loss=0.09438, over 2468974.27 frames. utt_duration=1168 frames, utt_pad_proportion=0.0821, over 8464.94 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.336, pruned_loss=0.09873, over 2474527.91 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07449, over 21781.11 utterances.], batch size: 35, lr: 6.47e-04
2022-08-22 13:57:22,236 INFO [train.py:927] (5/8) Epoch 4, batch 24450, giga_loss[loss=0.2871, simple_loss=0.3463, pruned_loss=0.114, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.333, pruned_loss=0.09699, over 2474767.88 frames. utt_duration=489.8 frames, utt_pad_proportion=0.0758, over 20271.29 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3284, pruned_loss=0.09433, over 2468982.87 frames. utt_duration=1174 frames, utt_pad_proportion=0.08066, over 8419.78 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3338, pruned_loss=0.09733, over 2474954.92 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07466, over 21617.28 utterances.], batch size: 146, lr: 6.47e-04
2022-08-22 13:59:06,639 INFO [train.py:927] (5/8) Epoch 4, batch 24500, giga_loss[loss=0.2998, simple_loss=0.3593, pruned_loss=0.1201, over 12427.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03808, over 133.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.333, pruned_loss=0.0971, over 2475009.41 frames. utt_duration=475.2 frames, utt_pad_proportion=0.0721, over 20897.70 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3283, pruned_loss=0.09422, over 2468906.88 frames. utt_duration=1177 frames, utt_pad_proportion=0.08006, over 8403.62 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3338, pruned_loss=0.09749, over 2475286.22 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07159, over 22085.18 utterances.], batch size: 133, lr: 6.47e-04
2022-08-22 14:00:49,228 INFO [train.py:927] (5/8) Epoch 4, batch 24550, giga_loss[loss=0.3559, simple_loss=0.4079, pruned_loss=0.1519, over 12200.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.03713, over 28.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3323, pruned_loss=0.09581, over 2474089.45 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06931, over 20191.19 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3281, pruned_loss=0.09425, over 2468624.92 frames. utt_duration=1182 frames, utt_pad_proportion=0.0786, over 8363.95 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3332, pruned_loss=0.09614, over 2474682.96 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06949, over 21441.47 utterances.], batch size: 28, lr: 6.46e-04
2022-08-22 14:02:33,867 INFO [train.py:927] (5/8) Epoch 4, batch 24600, giga_loss[loss=0.3014, simple_loss=0.3421, pruned_loss=0.1303, over 12358.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2012, over 368.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3333, pruned_loss=0.09608, over 2473733.06 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07304, over 19861.52 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3286, pruned_loss=0.09413, over 2468287.07 frames. utt_duration=1187 frames, utt_pad_proportion=0.07695, over 8329.40 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3336, pruned_loss=0.09647, over 2474667.58 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07346, over 21204.54 utterances.], batch size: 368, lr: 6.46e-04
2022-08-22 14:04:19,743 INFO [train.py:927] (5/8) Epoch 4, batch 24650, libri_loss[loss=0.2904, simple_loss=0.3572, pruned_loss=0.1118, over 12308.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005609, over 35.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3359, pruned_loss=0.09867, over 2473687.50 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07173, over 19763.90 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.329, pruned_loss=0.09418, over 2468177.58 frames. utt_duration=1188 frames, utt_pad_proportion=0.07607, over 8319.10 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3359, pruned_loss=0.09902, over 2474683.36 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07245, over 21105.30 utterances.], batch size: 35, lr: 6.46e-04
2022-08-22 14:06:05,464 INFO [train.py:927] (5/8) Epoch 4, batch 24700, giga_loss[loss=0.2643, simple_loss=0.3344, pruned_loss=0.09705, over 12355.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.032, over 97.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3361, pruned_loss=0.09981, over 2474404.00 frames. utt_duration=502 frames, utt_pad_proportion=0.06836, over 19772.84 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3289, pruned_loss=0.09406, over 2468441.21 frames. utt_duration=1193 frames, utt_pad_proportion=0.07478, over 8289.41 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3364, pruned_loss=0.1003, over 2475100.44 frames. utt_duration=470 frames, utt_pad_proportion=0.0695, over 21130.87 utterances.], batch size: 97, lr: 6.46e-04
2022-08-22 14:07:50,835 INFO [train.py:927] (5/8) Epoch 4, batch 24750, giga_loss[loss=0.2718, simple_loss=0.3365, pruned_loss=0.1036, over 12363.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03173, over 51.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3358, pruned_loss=0.1001, over 2473968.19 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07041, over 19734.95 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.329, pruned_loss=0.09431, over 2468537.86 frames. utt_duration=1182 frames, utt_pad_proportion=0.07804, over 8362.14 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3361, pruned_loss=0.1004, over 2474476.27 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07012, over 20844.19 utterances.], batch size: 51, lr: 6.46e-04
2022-08-22 14:09:33,822 INFO [train.py:927] (5/8) Epoch 4, batch 24800, giga_loss[loss=0.2515, simple_loss=0.332, pruned_loss=0.08551, over 12339.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.03797, over 26.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3352, pruned_loss=0.09812, over 2473780.24 frames. utt_duration=501 frames, utt_pad_proportion=0.06605, over 19808.53 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.329, pruned_loss=0.0943, over 2468463.50 frames. utt_duration=1184 frames, utt_pad_proportion=0.07745, over 8350.57 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3355, pruned_loss=0.09837, over 2474275.67 frames. utt_duration=477.6 frames, utt_pad_proportion=0.0662, over 20787.66 utterances.], batch size: 26, lr: 6.46e-04
2022-08-22 14:11:21,770 INFO [train.py:927] (5/8) Epoch 4, batch 24850, giga_loss[loss=0.257, simple_loss=0.326, pruned_loss=0.09404, over 12414.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03522, over 113.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3326, pruned_loss=0.09715, over 2473947.02 frames. utt_duration=495.8 frames, utt_pad_proportion=0.0677, over 20018.90 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3285, pruned_loss=0.09394, over 2468524.88 frames. utt_duration=1189 frames, utt_pad_proportion=0.07522, over 8312.42 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3335, pruned_loss=0.09783, over 2474518.33 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06838, over 21324.01 utterances.], batch size: 113, lr: 6.46e-04
2022-08-22 14:13:05,515 INFO [train.py:927] (5/8) Epoch 4, batch 24900, giga_loss[loss=0.3029, simple_loss=0.3543, pruned_loss=0.1257, over 12373.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06509, over 183.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3336, pruned_loss=0.09832, over 2474537.18 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06979, over 20368.95 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3283, pruned_loss=0.09387, over 2468409.13 frames. utt_duration=1192 frames, utt_pad_proportion=0.07467, over 8296.34 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3345, pruned_loss=0.09896, over 2475141.85 frames. utt_duration=461.6 frames, utt_pad_proportion=0.0704, over 21517.42 utterances.], batch size: 183, lr: 6.45e-04
2022-08-22 14:14:53,203 INFO [train.py:927] (5/8) Epoch 4, batch 24950, giga_loss[loss=0.276, simple_loss=0.3593, pruned_loss=0.09637, over 12408.00 frames. utt_duration=856.9 frames, utt_pad_proportion=0.0284, over 58.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3375, pruned_loss=0.09916, over 2474768.73 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07272, over 21237.88 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3283, pruned_loss=0.0939, over 2468249.42 frames. utt_duration=1197 frames, utt_pad_proportion=0.07301, over 8261.01 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3384, pruned_loss=0.09976, over 2475544.47 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07351, over 22520.01 utterances.], batch size: 58, lr: 6.45e-04
2022-08-22 14:16:36,529 INFO [train.py:927] (5/8) Epoch 4, batch 25000, giga_loss[loss=0.3406, simple_loss=0.3872, pruned_loss=0.147, over 12396.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3386, pruned_loss=0.09982, over 2475003.11 frames. utt_duration=469 frames, utt_pad_proportion=0.07353, over 21176.49 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3275, pruned_loss=0.0933, over 2468371.63 frames. utt_duration=1193 frames, utt_pad_proportion=0.07511, over 8285.21 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3404, pruned_loss=0.1011, over 2475792.23 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07338, over 22715.60 utterances.], batch size: 258, lr: 6.45e-04
2022-08-22 14:18:20,322 INFO [train.py:927] (5/8) Epoch 4, batch 25050, giga_loss[loss=0.2855, simple_loss=0.3445, pruned_loss=0.1132, over 12385.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3392, pruned_loss=0.1006, over 2474949.78 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07357, over 21112.53 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3277, pruned_loss=0.09342, over 2468565.40 frames. utt_duration=1190 frames, utt_pad_proportion=0.07509, over 8306.31 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3406, pruned_loss=0.1016, over 2475444.03 frames. utt_duration=443 frames, utt_pad_proportion=0.07344, over 22424.79 utterances.], batch size: 97, lr: 6.45e-04
2022-08-22 14:20:07,979 INFO [train.py:927] (5/8) Epoch 4, batch 25100, giga_loss[loss=0.2412, simple_loss=0.3172, pruned_loss=0.08263, over 12226.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03909, over 28.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3399, pruned_loss=0.1011, over 2475271.93 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07394, over 21193.97 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3293, pruned_loss=0.09325, over 2468584.89 frames. utt_duration=1195 frames, utt_pad_proportion=0.07398, over 8276.44 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3398, pruned_loss=0.1021, over 2475768.93 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07417, over 22490.44 utterances.], batch size: 28, lr: 6.45e-04
2022-08-22 14:21:52,722 INFO [train.py:927] (5/8) Epoch 4, batch 25150, giga_loss[loss=0.207, simple_loss=0.2959, pruned_loss=0.05902, over 12286.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03522, over 28.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3378, pruned_loss=0.101, over 2475815.99 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07366, over 21088.74 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3286, pruned_loss=0.093, over 2468845.51 frames. utt_duration=1200 frames, utt_pad_proportion=0.07294, over 8241.10 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3386, pruned_loss=0.1022, over 2476099.30 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07422, over 22405.11 utterances.], batch size: 28, lr: 6.45e-04
2022-08-22 14:23:36,719 INFO [train.py:927] (5/8) Epoch 4, batch 25200, giga_loss[loss=0.2189, simple_loss=0.2876, pruned_loss=0.07505, over 12480.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04394, over 34.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3373, pruned_loss=0.1015, over 2475948.18 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07586, over 21589.44 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3283, pruned_loss=0.09308, over 2468660.26 frames. utt_duration=1203 frames, utt_pad_proportion=0.07179, over 8216.22 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3383, pruned_loss=0.1025, over 2476502.75 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07654, over 22938.52 utterances.], batch size: 34, lr: 6.44e-04
2022-08-22 14:25:21,212 INFO [train.py:927] (5/8) Epoch 4, batch 25250, giga_loss[loss=0.2744, simple_loss=0.3411, pruned_loss=0.1039, over 12432.00 frames. utt_duration=905.6 frames, utt_pad_proportion=0.03037, over 55.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.335, pruned_loss=0.09978, over 2475221.48 frames. utt_duration=487.5 frames, utt_pad_proportion=0.0703, over 20371.06 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3275, pruned_loss=0.09272, over 2468209.88 frames. utt_duration=1210 frames, utt_pad_proportion=0.06971, over 8168.50 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3369, pruned_loss=0.1013, over 2476359.42 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07194, over 22025.51 utterances.], batch size: 55, lr: 6.44e-04
2022-08-22 14:27:03,756 INFO [train.py:927] (5/8) Epoch 4, batch 25300, giga_loss[loss=0.2814, simple_loss=0.3451, pruned_loss=0.1088, over 12224.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03295, over 45.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.336, pruned_loss=0.09971, over 2474055.14 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06872, over 19997.33 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3275, pruned_loss=0.09267, over 2468198.18 frames. utt_duration=1212 frames, utt_pad_proportion=0.06852, over 8156.42 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3378, pruned_loss=0.1011, over 2475121.49 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07057, over 21596.26 utterances.], batch size: 45, lr: 6.44e-04
2022-08-22 14:28:55,169 INFO [train.py:927] (5/8) Epoch 4, batch 25350, giga_loss[loss=0.2899, simple_loss=0.3564, pruned_loss=0.1117, over 12417.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05015, over 161.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.339, pruned_loss=0.1018, over 2474571.39 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07048, over 21012.32 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3275, pruned_loss=0.09267, over 2468198.18 frames. utt_duration=1212 frames, utt_pad_proportion=0.06852, over 8156.42 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3404, pruned_loss=0.1028, over 2475401.34 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07178, over 22256.78 utterances.], batch size: 161, lr: 6.44e-04
2022-08-22 14:30:37,927 INFO [train.py:927] (5/8) Epoch 4, batch 25400, giga_loss[loss=0.2642, simple_loss=0.3471, pruned_loss=0.09061, over 12379.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03795, over 113.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3423, pruned_loss=0.1021, over 2474168.39 frames. utt_duration=462 frames, utt_pad_proportion=0.0753, over 21489.02 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3281, pruned_loss=0.09277, over 2468167.47 frames. utt_duration=1217 frames, utt_pad_proportion=0.06749, over 8120.84 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3431, pruned_loss=0.1031, over 2475023.37 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07646, over 22828.54 utterances.], batch size: 113, lr: 6.44e-04
2022-08-22 14:32:20,852 INFO [train.py:927] (5/8) Epoch 4, batch 25450, giga_loss[loss=0.2979, simple_loss=0.36, pruned_loss=0.1179, over 12334.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03069, over 91.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3431, pruned_loss=0.1023, over 2474542.73 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07379, over 21023.48 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3279, pruned_loss=0.09266, over 2468312.38 frames. utt_duration=1221 frames, utt_pad_proportion=0.06675, over 8099.16 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.3441, pruned_loss=0.1033, over 2475159.64 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07507, over 22267.07 utterances.], batch size: 91, lr: 6.44e-04
2022-08-22 14:34:04,217 INFO [train.py:927] (5/8) Epoch 4, batch 25500, giga_loss[loss=0.251, simple_loss=0.3249, pruned_loss=0.08848, over 12386.00 frames. utt_duration=973.3 frames, utt_pad_proportion=0.02964, over 51.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3447, pruned_loss=0.1054, over 2474302.98 frames. utt_duration=445.9 frames, utt_pad_proportion=0.08222, over 22272.12 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3276, pruned_loss=0.09262, over 2468663.19 frames. utt_duration=1215 frames, utt_pad_proportion=0.06633, over 8135.13 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3462, pruned_loss=0.1066, over 2474689.25 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08303, over 23669.09 utterances.], batch size: 51, lr: 6.44e-04
2022-08-22 14:35:48,408 INFO [train.py:927] (5/8) Epoch 4, batch 25550, giga_loss[loss=0.2362, simple_loss=0.319, pruned_loss=0.07672, over 12476.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02896, over 55.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.344, pruned_loss=0.1042, over 2475034.12 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08674, over 22479.59 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3283, pruned_loss=0.0932, over 2468811.97 frames. utt_duration=1185 frames, utt_pad_proportion=0.07742, over 8347.59 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3451, pruned_loss=0.105, over 2475380.93 frames. utt_duration=417.4 frames, utt_pad_proportion=0.08422, over 23804.07 utterances.], batch size: 55, lr: 6.43e-04
2022-08-22 14:37:32,005 INFO [train.py:927] (5/8) Epoch 4, batch 25600, giga_loss[loss=0.2362, simple_loss=0.3148, pruned_loss=0.07884, over 12407.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.0432, over 31.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3428, pruned_loss=0.1013, over 2475221.82 frames. utt_duration=475.4 frames, utt_pad_proportion=0.08099, over 20890.58 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3282, pruned_loss=0.09314, over 2468821.86 frames. utt_duration=1186 frames, utt_pad_proportion=0.07628, over 8333.77 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.344, pruned_loss=0.1022, over 2475603.62 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0796, over 22192.60 utterances.], batch size: 31, lr: 6.43e-04
2022-08-22 14:39:15,346 INFO [train.py:927] (5/8) Epoch 4, batch 25650, libri_loss[loss=0.2646, simple_loss=0.3339, pruned_loss=0.09769, over 12308.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004826, over 35.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3421, pruned_loss=0.1017, over 2474641.42 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07995, over 20775.95 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3279, pruned_loss=0.09303, over 2468556.83 frames. utt_duration=1194 frames, utt_pad_proportion=0.07405, over 8276.87 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.344, pruned_loss=0.1029, over 2475450.10 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07975, over 22414.95 utterances.], batch size: 35, lr: 6.43e-04
2022-08-22 14:41:01,143 INFO [train.py:927] (5/8) Epoch 4, batch 25700, giga_loss[loss=0.2769, simple_loss=0.3385, pruned_loss=0.1076, over 12364.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06608, over 183.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3426, pruned_loss=0.1037, over 2474604.02 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08434, over 22250.03 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.328, pruned_loss=0.09311, over 2468724.39 frames. utt_duration=1196 frames, utt_pad_proportion=0.07298, over 8265.37 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3443, pruned_loss=0.1047, over 2475209.41 frames. utt_duration=417.8 frames, utt_pad_proportion=0.08427, over 23778.79 utterances.], batch size: 183, lr: 6.43e-04
2022-08-22 14:42:46,130 INFO [train.py:927] (5/8) Epoch 4, batch 25750, giga_loss[loss=0.2896, simple_loss=0.3383, pruned_loss=0.1204, over 12398.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07817, over 213.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3395, pruned_loss=0.1026, over 2474692.94 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08762, over 22771.93 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3275, pruned_loss=0.09282, over 2469105.67 frames. utt_duration=1200 frames, utt_pad_proportion=0.07171, over 8240.97 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3415, pruned_loss=0.1039, over 2474968.72 frames. utt_duration=408.6 frames, utt_pad_proportion=0.08781, over 24313.41 utterances.], batch size: 213, lr: 6.43e-04
2022-08-22 14:44:23,408 INFO [train.py:927] (5/8) Epoch 4, batch 25800, libri_loss[loss=0.3174, simple_loss=0.3712, pruned_loss=0.1318, over 12304.00 frames. utt_duration=758.6 frames, utt_pad_proportion=0.137, over 65.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3386, pruned_loss=0.1026, over 2474850.72 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08457, over 22177.01 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3274, pruned_loss=0.09307, over 2468956.63 frames. utt_duration=1193 frames, utt_pad_proportion=0.07437, over 8291.51 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3407, pruned_loss=0.1037, over 2475429.60 frames. utt_duration=415.9 frames, utt_pad_proportion=0.08419, over 23892.66 utterances.], batch size: 65, lr: 6.43e-04
2022-08-22 14:46:02,171 INFO [train.py:927] (5/8) Epoch 4, batch 25850, giga_loss[loss=0.2288, simple_loss=0.3107, pruned_loss=0.0735, over 12406.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03923, over 133.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3349, pruned_loss=0.09811, over 2474357.83 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07806, over 21591.62 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3276, pruned_loss=0.09322, over 2468495.50 frames. utt_duration=1187 frames, utt_pad_proportion=0.07684, over 8325.54 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3366, pruned_loss=0.09906, over 2475420.33 frames. utt_duration=426.4 frames, utt_pad_proportion=0.07744, over 23301.43 utterances.], batch size: 133, lr: 6.42e-04
2022-08-22 14:47:49,020 INFO [train.py:927] (5/8) Epoch 4, batch 25900, giga_loss[loss=0.2634, simple_loss=0.3306, pruned_loss=0.09809, over 12428.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04182, over 146.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3328, pruned_loss=0.09698, over 2474600.47 frames. utt_duration=454 frames, utt_pad_proportion=0.07818, over 21873.99 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.327, pruned_loss=0.09294, over 2468300.21 frames. utt_duration=1189 frames, utt_pad_proportion=0.07586, over 8313.08 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.335, pruned_loss=0.09813, over 2475813.61 frames. utt_duration=419.9 frames, utt_pad_proportion=0.078, over 23669.31 utterances.], batch size: 146, lr: 6.42e-04
2022-08-22 14:49:33,249 INFO [train.py:927] (5/8) Epoch 4, batch 25950, giga_loss[loss=0.3106, simple_loss=0.3555, pruned_loss=0.1328, over 12406.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3305, pruned_loss=0.09573, over 2475215.48 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07335, over 21010.06 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.327, pruned_loss=0.09313, over 2468641.43 frames. utt_duration=1184 frames, utt_pad_proportion=0.07807, over 8351.31 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3323, pruned_loss=0.09654, over 2476011.80 frames. utt_duration=438 frames, utt_pad_proportion=0.07277, over 22689.23 utterances.], batch size: 258, lr: 6.42e-04
2022-08-22 14:51:16,893 INFO [train.py:927] (5/8) Epoch 4, batch 26000, giga_loss[loss=0.3373, simple_loss=0.3813, pruned_loss=0.1466, over 12374.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07092, over 211.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3318, pruned_loss=0.09623, over 2475553.02 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07646, over 21213.14 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3274, pruned_loss=0.09317, over 2468744.09 frames. utt_duration=1186 frames, utt_pad_proportion=0.07699, over 8339.42 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.333, pruned_loss=0.09688, over 2476213.74 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07611, over 22785.82 utterances.], batch size: 211, lr: 6.42e-04
2022-08-22 14:53:00,031 INFO [train.py:927] (5/8) Epoch 4, batch 26050, libri_loss[loss=0.2636, simple_loss=0.3494, pruned_loss=0.08894, over 12460.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008605, over 37.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3324, pruned_loss=0.09538, over 2475699.05 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07325, over 20403.42 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.329, pruned_loss=0.09321, over 2468820.97 frames. utt_duration=1187 frames, utt_pad_proportion=0.07522, over 8327.82 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.332, pruned_loss=0.09594, over 2476388.78 frames. utt_duration=450 frames, utt_pad_proportion=0.07378, over 22084.86 utterances.], batch size: 37, lr: 6.42e-04
2022-08-22 14:54:41,351 INFO [train.py:927] (5/8) Epoch 4, batch 26100, giga_loss[loss=0.3082, simple_loss=0.3659, pruned_loss=0.1253, over 12348.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03228, over 85.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3344, pruned_loss=0.09773, over 2475021.96 frames. utt_duration=453.6 frames, utt_pad_proportion=0.08299, over 21897.83 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3292, pruned_loss=0.09348, over 2468818.11 frames. utt_duration=1177 frames, utt_pad_proportion=0.07931, over 8401.69 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3339, pruned_loss=0.09797, over 2475703.32 frames. utt_duration=423.4 frames, utt_pad_proportion=0.0814, over 23467.60 utterances.], batch size: 85, lr: 6.42e-04
2022-08-22 14:56:24,105 INFO [train.py:927] (5/8) Epoch 4, batch 26150, giga_loss[loss=0.3746, simple_loss=0.3999, pruned_loss=0.1746, over 12395.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1102, over 260.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3362, pruned_loss=0.09934, over 2474047.93 frames. utt_duration=444.4 frames, utt_pad_proportion=0.08466, over 22341.51 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3287, pruned_loss=0.09311, over 2468482.87 frames. utt_duration=1182 frames, utt_pad_proportion=0.07731, over 8365.87 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3364, pruned_loss=0.1, over 2475098.10 frames. utt_duration=412.9 frames, utt_pad_proportion=0.08392, over 24064.09 utterances.], batch size: 260, lr: 6.42e-04
2022-08-22 14:58:10,725 INFO [train.py:927] (5/8) Epoch 4, batch 26200, giga_loss[loss=0.3094, simple_loss=0.3573, pruned_loss=0.1307, over 12345.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2085, over 371.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3356, pruned_loss=0.0992, over 2473450.27 frames. utt_duration=445.4 frames, utt_pad_proportion=0.08558, over 22287.29 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.328, pruned_loss=0.09256, over 2468026.29 frames. utt_duration=1189 frames, utt_pad_proportion=0.07532, over 8312.71 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3367, pruned_loss=0.1004, over 2474885.96 frames. utt_duration=411.4 frames, utt_pad_proportion=0.08557, over 24150.50 utterances.], batch size: 371, lr: 6.41e-04
2022-08-22 14:59:56,284 INFO [train.py:927] (5/8) Epoch 4, batch 26250, giga_loss[loss=0.2378, simple_loss=0.313, pruned_loss=0.08125, over 12351.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.0259, over 70.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3346, pruned_loss=0.09806, over 2473744.97 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08697, over 22121.43 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3272, pruned_loss=0.09243, over 2467820.58 frames. utt_duration=1200 frames, utt_pad_proportion=0.07384, over 8236.87 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3365, pruned_loss=0.09938, over 2475269.81 frames. utt_duration=411.5 frames, utt_pad_proportion=0.08745, over 24145.13 utterances.], batch size: 70, lr: 6.41e-04
2022-08-22 15:01:36,674 INFO [train.py:927] (5/8) Epoch 4, batch 26300, giga_loss[loss=0.2357, simple_loss=0.3074, pruned_loss=0.08199, over 12412.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04715, over 34.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3344, pruned_loss=0.09873, over 2474360.52 frames. utt_duration=454.9 frames, utt_pad_proportion=0.08715, over 21826.67 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3275, pruned_loss=0.0929, over 2468093.94 frames. utt_duration=1168 frames, utt_pad_proportion=0.08415, over 8460.28 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3359, pruned_loss=0.09961, over 2475615.88 frames. utt_duration=416.4 frames, utt_pad_proportion=0.08447, over 23864.48 utterances.], batch size: 34, lr: 6.41e-04
2022-08-22 15:03:17,262 INFO [train.py:927] (5/8) Epoch 4, batch 26350, giga_loss[loss=0.3674, simple_loss=0.3916, pruned_loss=0.1717, over 12385.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3337, pruned_loss=0.09838, over 2475253.15 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08708, over 21913.28 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.328, pruned_loss=0.09335, over 2468256.91 frames. utt_duration=1141 frames, utt_pad_proportion=0.09248, over 8662.81 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3346, pruned_loss=0.09878, over 2476229.93 frames. utt_duration=421.4 frames, utt_pad_proportion=0.08231, over 23583.05 utterances.], batch size: 259, lr: 6.41e-04
2022-08-22 15:04:44,409 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-22 15:07:12,196 INFO [train.py:927] (5/8) Epoch 5, batch 50, giga_loss[loss=0.2131, simple_loss=0.2918, pruned_loss=0.06721, over 12235.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03061, over 39.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3307, pruned_loss=0.08239, over 547184.19 frames. utt_duration=608.5 frames, utt_pad_proportion=0.06684, over 3605.83 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3082, pruned_loss=0.07116, over 96846.25 frames. utt_duration=1104 frames, utt_pad_proportion=0.1157, over 351.41 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3352, pruned_loss=0.08459, over 468749.06 frames. utt_duration=560 frames, utt_pad_proportion=0.06254, over 3356.91 utterances.], batch size: 39, lr: 6.31e-04
2022-08-22 15:08:55,526 INFO [train.py:927] (5/8) Epoch 5, batch 100, giga_loss[loss=0.2154, simple_loss=0.2916, pruned_loss=0.06963, over 12393.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.051, over 161.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3116, pruned_loss=0.07566, over 973896.51 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06653, over 7072.34 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.311, pruned_loss=0.07056, over 143785.36 frames. utt_duration=1199 frames, utt_pad_proportion=0.08478, over 480.40 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.312, pruned_loss=0.07647, over 881460.40 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06595, over 6845.90 utterances.], batch size: 161, lr: 6.31e-04
2022-08-22 15:10:37,421 INFO [train.py:927] (5/8) Epoch 5, batch 150, giga_loss[loss=0.1835, simple_loss=0.2628, pruned_loss=0.05207, over 12386.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02977, over 58.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2988, pruned_loss=0.06959, over 1307515.81 frames. utt_duration=537 frames, utt_pad_proportion=0.07, over 9767.18 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3225, pruned_loss=0.07692, over 224528.64 frames. utt_duration=1158 frames, utt_pad_proportion=0.07299, over 776.36 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2956, pruned_loss=0.06856, over 1190940.95 frames. utt_duration=499 frames, utt_pad_proportion=0.07016, over 9575.87 utterances.], batch size: 58, lr: 6.30e-04
2022-08-22 15:12:14,895 INFO [train.py:927] (5/8) Epoch 5, batch 200, giga_loss[loss=0.1662, simple_loss=0.2492, pruned_loss=0.04154, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03, over 62.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2881, pruned_loss=0.06528, over 1565695.21 frames. utt_duration=524.2 frames, utt_pad_proportion=0.0678, over 11980.56 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3167, pruned_loss=0.07411, over 312140.47 frames. utt_duration=1230 frames, utt_pad_proportion=0.05574, over 1016.11 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2845, pruned_loss=0.06423, over 1434816.93 frames. utt_duration=481.7 frames, utt_pad_proportion=0.0691, over 11951.41 utterances.], batch size: 62, lr: 6.30e-04
2022-08-22 15:13:56,163 INFO [train.py:927] (5/8) Epoch 5, batch 250, giga_loss[loss=0.1804, simple_loss=0.2573, pruned_loss=0.05171, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02894, over 48.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2817, pruned_loss=0.06283, over 1766802.59 frames. utt_duration=528 frames, utt_pad_proportion=0.06734, over 13423.53 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3156, pruned_loss=0.07322, over 365658.55 frames. utt_duration=1228 frames, utt_pad_proportion=0.05444, over 1192.97 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2778, pruned_loss=0.06176, over 1644390.97 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06852, over 13510.03 utterances.], batch size: 48, lr: 6.30e-04
2022-08-22 15:15:36,280 INFO [train.py:927] (5/8) Epoch 5, batch 300, giga_loss[loss=0.179, simple_loss=0.2465, pruned_loss=0.0558, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02972, over 48.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.278, pruned_loss=0.0612, over 1923716.15 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06519, over 14540.94 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3163, pruned_loss=0.07511, over 428084.55 frames. utt_duration=1265 frames, utt_pad_proportion=0.04752, over 1355.18 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2734, pruned_loss=0.05946, over 1808781.67 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06683, over 14822.33 utterances.], batch size: 48, lr: 6.30e-04
2022-08-22 15:17:17,080 INFO [train.py:927] (5/8) Epoch 5, batch 350, giga_loss[loss=0.1714, simple_loss=0.2482, pruned_loss=0.04729, over 12282.00 frames. utt_duration=1891 frames, utt_pad_proportion=0.05257, over 26.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2733, pruned_loss=0.05884, over 2046268.39 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06732, over 15761.13 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3153, pruned_loss=0.07412, over 458398.53 frames. utt_duration=1278 frames, utt_pad_proportion=0.04492, over 1436.50 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2693, pruned_loss=0.05739, over 1949155.27 frames. utt_duration=486 frames, utt_pad_proportion=0.06878, over 16091.26 utterances.], batch size: 26, lr: 6.30e-04
2022-08-22 15:18:54,542 INFO [train.py:927] (5/8) Epoch 5, batch 400, libri_loss[loss=0.1724, simple_loss=0.2541, pruned_loss=0.04535, over 12206.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009867, over 29.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2702, pruned_loss=0.05709, over 2139513.99 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06826, over 15836.08 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3086, pruned_loss=0.07138, over 575041.69 frames. utt_duration=1309 frames, utt_pad_proportion=0.04175, over 1759.31 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2656, pruned_loss=0.05549, over 2039527.31 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07023, over 16600.77 utterances.], batch size: 29, lr: 6.30e-04
2022-08-22 15:20:34,097 INFO [train.py:927] (5/8) Epoch 5, batch 450, giga_loss[loss=0.1744, simple_loss=0.2449, pruned_loss=0.05196, over 12398.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02588, over 91.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2651, pruned_loss=0.0548, over 2213742.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06508, over 16336.76 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3081, pruned_loss=0.07144, over 603484.49 frames. utt_duration=1320 frames, utt_pad_proportion=0.03993, over 1830.58 utterances.], giga_tot_loss[loss=0.1838, simple_loss=0.261, pruned_loss=0.05328, over 2130723.68 frames. utt_duration=501.2 frames, utt_pad_proportion=0.067, over 17057.38 utterances.], batch size: 91, lr: 6.30e-04
2022-08-22 15:22:15,710 INFO [train.py:927] (5/8) Epoch 5, batch 500, giga_loss[loss=0.2361, simple_loss=0.3234, pruned_loss=0.07444, over 12471.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02968, over 55.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2694, pruned_loss=0.05693, over 2272045.07 frames. utt_duration=524.8 frames, utt_pad_proportion=0.07023, over 17365.98 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3065, pruned_loss=0.07026, over 658574.98 frames. utt_duration=1339 frames, utt_pad_proportion=0.03676, over 1969.84 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2655, pruned_loss=0.05565, over 2199589.11 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07218, over 18258.85 utterances.], batch size: 55, lr: 6.29e-04
2022-08-22 15:24:02,106 INFO [train.py:927] (5/8) Epoch 5, batch 550, giga_loss[loss=0.2708, simple_loss=0.3282, pruned_loss=0.1067, over 12347.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2083, over 371.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2821, pruned_loss=0.06328, over 2315508.33 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06838, over 17628.13 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3068, pruned_loss=0.07001, over 685271.15 frames. utt_duration=1333 frames, utt_pad_proportion=0.03644, over 2058.94 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2789, pruned_loss=0.0624, over 2256239.26 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07017, over 18465.98 utterances.], batch size: 371, lr: 6.29e-04
2022-08-22 15:25:41,488 INFO [train.py:927] (5/8) Epoch 5, batch 600, giga_loss[loss=0.1891, simple_loss=0.2775, pruned_loss=0.05038, over 12345.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04486, over 26.00 utterances.], tot_loss[loss=0.212, simple_loss=0.291, pruned_loss=0.06656, over 2348275.66 frames. utt_duration=560.8 frames, utt_pad_proportion=0.0653, over 16793.32 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3081, pruned_loss=0.07042, over 763117.80 frames. utt_duration=1297 frames, utt_pad_proportion=0.04736, over 2355.74 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2874, pruned_loss=0.0656, over 2295283.40 frames. utt_duration=516.5 frames, utt_pad_proportion=0.0661, over 17826.11 utterances.], batch size: 26, lr: 6.29e-04
2022-08-22 15:27:23,023 INFO [train.py:927] (5/8) Epoch 5, batch 650, giga_loss[loss=0.2482, simple_loss=0.32, pruned_loss=0.08816, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03997, over 37.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2947, pruned_loss=0.06714, over 2376042.47 frames. utt_duration=555.1 frames, utt_pad_proportion=0.0624, over 17166.64 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.307, pruned_loss=0.06975, over 813322.16 frames. utt_duration=1301 frames, utt_pad_proportion=0.04504, over 2503.23 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2918, pruned_loss=0.0665, over 2330975.01 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06364, over 18255.46 utterances.], batch size: 37, lr: 6.29e-04
2022-08-22 15:29:05,839 INFO [train.py:927] (5/8) Epoch 5, batch 700, giga_loss[loss=0.2904, simple_loss=0.3494, pruned_loss=0.1157, over 12356.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 258.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3002, pruned_loss=0.07046, over 2398422.62 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06025, over 18113.45 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3062, pruned_loss=0.06954, over 846339.11 frames. utt_duration=1311 frames, utt_pad_proportion=0.04321, over 2585.47 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2981, pruned_loss=0.07003, over 2361049.98 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06162, over 19170.15 utterances.], batch size: 258, lr: 6.29e-04
2022-08-22 15:30:49,157 INFO [train.py:927] (5/8) Epoch 5, batch 750, giga_loss[loss=0.3141, simple_loss=0.3678, pruned_loss=0.1302, over 12363.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3059, pruned_loss=0.07395, over 2415570.78 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06066, over 18684.79 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3071, pruned_loss=0.07002, over 870770.64 frames. utt_duration=1310 frames, utt_pad_proportion=0.04182, over 2662.28 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.304, pruned_loss=0.07355, over 2385031.16 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06196, over 19671.87 utterances.], batch size: 260, lr: 6.29e-04
2022-08-22 15:32:30,684 INFO [train.py:927] (5/8) Epoch 5, batch 800, giga_loss[loss=0.2104, simple_loss=0.3057, pruned_loss=0.05756, over 12329.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.05035, over 26.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3108, pruned_loss=0.07486, over 2428803.70 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06135, over 18463.33 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3106, pruned_loss=0.07093, over 910492.15 frames. utt_duration=1272 frames, utt_pad_proportion=0.05274, over 2865.63 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3081, pruned_loss=0.07433, over 2403267.45 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06112, over 19435.01 utterances.], batch size: 26, lr: 6.28e-04
2022-08-22 15:34:12,080 INFO [train.py:927] (5/8) Epoch 5, batch 850, giga_loss[loss=0.223, simple_loss=0.3102, pruned_loss=0.06787, over 12388.00 frames. utt_duration=973.1 frames, utt_pad_proportion=0.02985, over 51.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3119, pruned_loss=0.07425, over 2437718.15 frames. utt_duration=548.6 frames, utt_pad_proportion=0.05806, over 17822.70 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3103, pruned_loss=0.0705, over 948955.01 frames. utt_duration=1277 frames, utt_pad_proportion=0.05095, over 2975.96 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3099, pruned_loss=0.07406, over 2416632.77 frames. utt_duration=514.6 frames, utt_pad_proportion=0.05834, over 18840.58 utterances.], batch size: 51, lr: 6.28e-04
2022-08-22 15:35:53,134 INFO [train.py:927] (5/8) Epoch 5, batch 900, giga_loss[loss=0.2471, simple_loss=0.3292, pruned_loss=0.08251, over 12463.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3116, pruned_loss=0.07307, over 2445584.81 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05778, over 17215.52 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3107, pruned_loss=0.07069, over 964155.49 frames. utt_duration=1279 frames, utt_pad_proportion=0.05004, over 3018.07 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3099, pruned_loss=0.07288, over 2428732.97 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05817, over 18100.22 utterances.], batch size: 75, lr: 6.28e-04
2022-08-22 15:37:38,497 INFO [train.py:927] (5/8) Epoch 5, batch 950, giga_loss[loss=0.2488, simple_loss=0.3254, pruned_loss=0.08615, over 12454.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03523, over 86.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3138, pruned_loss=0.07565, over 2451274.47 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05432, over 16552.80 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.311, pruned_loss=0.0708, over 994068.15 frames. utt_duration=1284 frames, utt_pad_proportion=0.04833, over 3099.20 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3125, pruned_loss=0.07553, over 2437476.65 frames. utt_duration=561 frames, utt_pad_proportion=0.0551, over 17425.23 utterances.], batch size: 86, lr: 6.28e-04
2022-08-22 15:39:20,775 INFO [train.py:927] (5/8) Epoch 5, batch 1000, giga_loss[loss=0.2225, simple_loss=0.3015, pruned_loss=0.07178, over 12357.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03441, over 104.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.315, pruned_loss=0.07781, over 2456182.92 frames. utt_duration=579.7 frames, utt_pad_proportion=0.0553, over 16991.12 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3108, pruned_loss=0.07086, over 1015897.80 frames. utt_duration=1288 frames, utt_pad_proportion=0.04708, over 3159.45 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.314, pruned_loss=0.07777, over 2445235.95 frames. utt_duration=551 frames, utt_pad_proportion=0.05608, over 17800.25 utterances.], batch size: 104, lr: 6.28e-04
2022-08-22 15:41:00,722 INFO [train.py:927] (5/8) Epoch 5, batch 1050, giga_loss[loss=0.2443, simple_loss=0.3139, pruned_loss=0.08734, over 12395.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02603, over 91.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.314, pruned_loss=0.07817, over 2460096.50 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05421, over 17042.81 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3099, pruned_loss=0.07073, over 1093952.23 frames. utt_duration=1299 frames, utt_pad_proportion=0.04274, over 3373.40 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3138, pruned_loss=0.07855, over 2450451.32 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05577, over 18199.86 utterances.], batch size: 91, lr: 6.28e-04
2022-08-22 15:42:44,577 INFO [train.py:927] (5/8) Epoch 5, batch 1100, giga_loss[loss=0.2371, simple_loss=0.3075, pruned_loss=0.08338, over 12359.00 frames. utt_duration=134 frames, utt_pad_proportion=0.212, over 373.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3129, pruned_loss=0.0778, over 2463223.25 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05777, over 17196.77 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3096, pruned_loss=0.07055, over 1127548.16 frames. utt_duration=1299 frames, utt_pad_proportion=0.04285, over 3476.93 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3129, pruned_loss=0.07835, over 2455783.74 frames. utt_duration=537.2 frames, utt_pad_proportion=0.05889, over 18336.95 utterances.], batch size: 373, lr: 6.28e-04
2022-08-22 15:44:36,827 INFO [train.py:927] (5/8) Epoch 5, batch 1150, giga_loss[loss=0.1942, simple_loss=0.2824, pruned_loss=0.05304, over 12425.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0348, over 105.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3095, pruned_loss=0.0759, over 2465496.13 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06035, over 18285.27 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3106, pruned_loss=0.071, over 1160232.83 frames. utt_duration=1301 frames, utt_pad_proportion=0.04107, over 3571.06 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3091, pruned_loss=0.07627, over 2459960.46 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06154, over 19450.25 utterances.], batch size: 105, lr: 6.27e-04
2022-08-22 15:46:20,842 INFO [train.py:927] (5/8) Epoch 5, batch 1200, giga_loss[loss=0.2081, simple_loss=0.2824, pruned_loss=0.06692, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04567, over 26.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3052, pruned_loss=0.07403, over 2468391.82 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06432, over 19071.42 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3104, pruned_loss=0.07093, over 1192886.94 frames. utt_duration=1301 frames, utt_pad_proportion=0.04011, over 3670.86 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3049, pruned_loss=0.07444, over 2463683.30 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06539, over 20269.87 utterances.], batch size: 26, lr: 6.27e-04
2022-08-22 15:48:03,528 INFO [train.py:927] (5/8) Epoch 5, batch 1250, giga_loss[loss=0.2095, simple_loss=0.2842, pruned_loss=0.06742, over 12334.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.0472, over 26.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3031, pruned_loss=0.07284, over 2469426.60 frames. utt_duration=520.9 frames, utt_pad_proportion=0.07039, over 19016.34 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3096, pruned_loss=0.07072, over 1236910.35 frames. utt_duration=1274 frames, utt_pad_proportion=0.04864, over 3888.56 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.303, pruned_loss=0.07336, over 2465630.88 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07005, over 20284.89 utterances.], batch size: 26, lr: 6.27e-04
2022-08-22 15:49:45,186 INFO [train.py:927] (5/8) Epoch 5, batch 1300, libri_loss[loss=0.1912, simple_loss=0.2732, pruned_loss=0.05459, over 12218.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.05402, over 27.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3015, pruned_loss=0.0722, over 2470152.12 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06788, over 18420.06 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3089, pruned_loss=0.07039, over 1273403.47 frames. utt_duration=1275 frames, utt_pad_proportion=0.04871, over 3999.34 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3016, pruned_loss=0.07283, over 2467150.51 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06794, over 19753.28 utterances.], batch size: 27, lr: 6.27e-04
2022-08-22 15:51:27,577 INFO [train.py:927] (5/8) Epoch 5, batch 1350, giga_loss[loss=0.1908, simple_loss=0.2678, pruned_loss=0.05687, over 12429.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03756, over 133.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.298, pruned_loss=0.07077, over 2470590.61 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06544, over 17424.01 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3091, pruned_loss=0.07048, over 1303171.86 frames. utt_duration=1250 frames, utt_pad_proportion=0.05617, over 4175.75 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.2978, pruned_loss=0.07125, over 2468059.78 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06439, over 18633.72 utterances.], batch size: 133, lr: 6.27e-04
2022-08-22 15:53:10,161 INFO [train.py:927] (5/8) Epoch 5, batch 1400, giga_loss[loss=0.1995, simple_loss=0.2767, pruned_loss=0.0612, over 12461.00 frames. utt_duration=907.6 frames, utt_pad_proportion=0.02929, over 55.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2945, pruned_loss=0.0693, over 2471269.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06362, over 16975.75 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3091, pruned_loss=0.07056, over 1320880.77 frames. utt_duration=1253 frames, utt_pad_proportion=0.05495, over 4221.84 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2942, pruned_loss=0.06964, over 2469015.54 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06318, over 18063.33 utterances.], batch size: 55, lr: 6.27e-04
2022-08-22 15:54:50,923 INFO [train.py:927] (5/8) Epoch 5, batch 1450, libri_loss[loss=0.198, simple_loss=0.2944, pruned_loss=0.05084, over 12252.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.00503, over 34.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2919, pruned_loss=0.06851, over 2471575.26 frames. utt_duration=588.5 frames, utt_pad_proportion=0.06466, over 16842.22 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3085, pruned_loss=0.07008, over 1371508.98 frames. utt_duration=1265 frames, utt_pad_proportion=0.05164, over 4340.60 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2912, pruned_loss=0.06896, over 2469864.67 frames. utt_duration=545.8 frames, utt_pad_proportion=0.0652, over 18150.23 utterances.], batch size: 34, lr: 6.27e-04
2022-08-22 15:56:30,851 INFO [train.py:927] (5/8) Epoch 5, batch 1500, giga_loss[loss=0.2067, simple_loss=0.2788, pruned_loss=0.06731, over 12232.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03125, over 42.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2897, pruned_loss=0.06728, over 2471511.24 frames. utt_duration=619.6 frames, utt_pad_proportion=0.06081, over 15993.29 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3083, pruned_loss=0.07027, over 1430545.13 frames. utt_duration=1258 frames, utt_pad_proportion=0.05561, over 4555.38 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2884, pruned_loss=0.06743, over 2470115.41 frames. utt_duration=566.3 frames, utt_pad_proportion=0.06099, over 17492.82 utterances.], batch size: 42, lr: 6.26e-04
2022-08-22 15:58:14,554 INFO [train.py:927] (5/8) Epoch 5, batch 1550, giga_loss[loss=0.2048, simple_loss=0.273, pruned_loss=0.06829, over 12443.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.0465, over 34.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2879, pruned_loss=0.06699, over 2471564.10 frames. utt_duration=585.8 frames, utt_pad_proportion=0.06682, over 16919.38 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3071, pruned_loss=0.06966, over 1456024.95 frames. utt_duration=1266 frames, utt_pad_proportion=0.05434, over 4607.08 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2871, pruned_loss=0.06737, over 2470712.89 frames. utt_duration=540 frames, utt_pad_proportion=0.06696, over 18351.85 utterances.], batch size: 34, lr: 6.26e-04
2022-08-22 15:59:59,037 INFO [train.py:927] (5/8) Epoch 5, batch 1600, libri_loss[loss=0.2289, simple_loss=0.3061, pruned_loss=0.07579, over 12386.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.007108, over 34.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2913, pruned_loss=0.0695, over 2471621.97 frames. utt_duration=592.7 frames, utt_pad_proportion=0.06326, over 16721.76 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3073, pruned_loss=0.07007, over 1471086.05 frames. utt_duration=1267 frames, utt_pad_proportion=0.05347, over 4650.76 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2902, pruned_loss=0.06955, over 2471038.55 frames. utt_duration=551 frames, utt_pad_proportion=0.06389, over 17988.22 utterances.], batch size: 34, lr: 6.26e-04
2022-08-22 16:01:45,576 INFO [train.py:927] (5/8) Epoch 5, batch 1650, giga_loss[loss=0.2752, simple_loss=0.347, pruned_loss=0.1017, over 12401.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06796, over 184.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.298, pruned_loss=0.07371, over 2472062.30 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06019, over 16812.92 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3067, pruned_loss=0.07004, over 1495799.35 frames. utt_duration=1274 frames, utt_pad_proportion=0.05198, over 4701.84 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.2972, pruned_loss=0.07379, over 2471665.44 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06129, over 18044.56 utterances.], batch size: 184, lr: 6.26e-04
2022-08-22 16:03:24,910 INFO [train.py:927] (5/8) Epoch 5, batch 1700, giga_loss[loss=0.2612, simple_loss=0.3394, pruned_loss=0.09145, over 12339.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03295, over 85.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3047, pruned_loss=0.07635, over 2472272.23 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06321, over 17697.90 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3061, pruned_loss=0.06957, over 1538775.44 frames. utt_duration=1283 frames, utt_pad_proportion=0.04951, over 4803.07 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3041, pruned_loss=0.07685, over 2472050.52 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06451, over 19086.24 utterances.], batch size: 85, lr: 6.26e-04
2022-08-22 16:05:06,171 INFO [train.py:927] (5/8) Epoch 5, batch 1750, giga_loss[loss=0.2167, simple_loss=0.3057, pruned_loss=0.06391, over 12266.00 frames. utt_duration=1889 frames, utt_pad_proportion=0.05336, over 26.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3115, pruned_loss=0.07932, over 2472312.14 frames. utt_duration=550.8 frames, utt_pad_proportion=0.0657, over 18004.35 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3058, pruned_loss=0.06934, over 1557382.10 frames. utt_duration=1277 frames, utt_pad_proportion=0.04983, over 4883.20 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3113, pruned_loss=0.08001, over 2472075.48 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06666, over 19273.64 utterances.], batch size: 26, lr: 6.26e-04
2022-08-22 16:06:45,797 INFO [train.py:927] (5/8) Epoch 5, batch 1800, giga_loss[loss=0.2176, simple_loss=0.2984, pruned_loss=0.06837, over 12357.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.03961, over 26.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3109, pruned_loss=0.07778, over 2472100.61 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06434, over 18221.51 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3063, pruned_loss=0.06944, over 1579730.61 frames. utt_duration=1280 frames, utt_pad_proportion=0.04831, over 4940.55 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3106, pruned_loss=0.0785, over 2472173.24 frames. utt_duration=509 frames, utt_pad_proportion=0.06568, over 19486.28 utterances.], batch size: 26, lr: 6.26e-04
2022-08-22 16:08:28,686 INFO [train.py:927] (5/8) Epoch 5, batch 1850, giga_loss[loss=0.2025, simple_loss=0.2907, pruned_loss=0.05718, over 12358.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03119, over 51.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3098, pruned_loss=0.07621, over 2472805.92 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06282, over 18226.56 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.306, pruned_loss=0.06917, over 1588323.66 frames. utt_duration=1284 frames, utt_pad_proportion=0.04782, over 4952.11 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3098, pruned_loss=0.07701, over 2473174.43 frames. utt_duration=513 frames, utt_pad_proportion=0.06412, over 19339.51 utterances.], batch size: 51, lr: 6.25e-04
2022-08-22 16:10:10,750 INFO [train.py:927] (5/8) Epoch 5, batch 1900, giga_loss[loss=0.2536, simple_loss=0.3197, pruned_loss=0.09379, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04801, over 31.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3121, pruned_loss=0.07746, over 2472966.74 frames. utt_duration=538 frames, utt_pad_proportion=0.06091, over 18436.90 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3061, pruned_loss=0.06931, over 1601295.30 frames. utt_duration=1287 frames, utt_pad_proportion=0.04698, over 4983.69 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3121, pruned_loss=0.07811, over 2473468.39 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06228, over 19469.24 utterances.], batch size: 31, lr: 6.25e-04
2022-08-22 16:11:55,873 INFO [train.py:927] (5/8) Epoch 5, batch 1950, giga_loss[loss=0.2097, simple_loss=0.3057, pruned_loss=0.05681, over 12344.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03335, over 58.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.314, pruned_loss=0.07847, over 2472947.93 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06046, over 17814.64 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3061, pruned_loss=0.06924, over 1631089.57 frames. utt_duration=1293 frames, utt_pad_proportion=0.0451, over 5051.29 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3143, pruned_loss=0.07933, over 2473576.85 frames. utt_duration=522.5 frames, utt_pad_proportion=0.0622, over 18992.25 utterances.], batch size: 58, lr: 6.25e-04
2022-08-22 16:13:39,273 INFO [train.py:927] (5/8) Epoch 5, batch 2000, giga_loss[loss=0.2485, simple_loss=0.3241, pruned_loss=0.08646, over 12418.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03685, over 113.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3154, pruned_loss=0.08011, over 2473495.31 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06504, over 17689.85 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3063, pruned_loss=0.06941, over 1639650.21 frames. utt_duration=1295 frames, utt_pad_proportion=0.04457, over 5070.73 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3155, pruned_loss=0.08077, over 2473835.23 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06639, over 18715.98 utterances.], batch size: 113, lr: 6.25e-04
2022-08-22 16:15:20,771 INFO [train.py:927] (5/8) Epoch 5, batch 2050, giga_loss[loss=0.2093, simple_loss=0.2934, pruned_loss=0.06255, over 12451.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.0416, over 26.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3171, pruned_loss=0.08042, over 2472535.02 frames. utt_duration=573.3 frames, utt_pad_proportion=0.06555, over 17296.46 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3072, pruned_loss=0.06993, over 1663711.74 frames. utt_duration=1301 frames, utt_pad_proportion=0.04308, over 5121.91 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.317, pruned_loss=0.08093, over 2473396.45 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06721, over 18410.69 utterances.], batch size: 26, lr: 6.25e-04
2022-08-22 16:17:04,186 INFO [train.py:927] (5/8) Epoch 5, batch 2100, giga_loss[loss=0.2307, simple_loss=0.305, pruned_loss=0.07815, over 12465.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03471, over 86.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.318, pruned_loss=0.08061, over 2473126.48 frames. utt_duration=610.9 frames, utt_pad_proportion=0.06168, over 16231.97 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3077, pruned_loss=0.07024, over 1699635.20 frames. utt_duration=1296 frames, utt_pad_proportion=0.04388, over 5250.52 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3181, pruned_loss=0.08129, over 2473629.03 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06347, over 17502.79 utterances.], batch size: 86, lr: 6.25e-04
2022-08-22 16:18:46,043 INFO [train.py:927] (5/8) Epoch 5, batch 2150, giga_loss[loss=0.2348, simple_loss=0.3045, pruned_loss=0.08253, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03115, over 45.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3164, pruned_loss=0.0799, over 2473154.04 frames. utt_duration=624 frames, utt_pad_proportion=0.0589, over 15891.50 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3081, pruned_loss=0.07068, over 1715191.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.04787, over 5357.17 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3163, pruned_loss=0.08035, over 2473380.60 frames. utt_duration=583.7 frames, utt_pad_proportion=0.05969, over 16993.24 utterances.], batch size: 45, lr: 6.25e-04
2022-08-22 16:20:31,724 INFO [train.py:927] (5/8) Epoch 5, batch 2200, giga_loss[loss=0.2057, simple_loss=0.2969, pruned_loss=0.05719, over 12269.00 frames. utt_duration=1889 frames, utt_pad_proportion=0.05448, over 26.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3154, pruned_loss=0.07945, over 2473188.34 frames. utt_duration=654 frames, utt_pad_proportion=0.05459, over 15161.44 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3079, pruned_loss=0.07061, over 1730156.25 frames. utt_duration=1286 frames, utt_pad_proportion=0.04684, over 5385.79 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3157, pruned_loss=0.08002, over 2473442.99 frames. utt_duration=612.2 frames, utt_pad_proportion=0.05588, over 16200.73 utterances.], batch size: 26, lr: 6.24e-04
2022-08-22 16:22:13,062 INFO [train.py:927] (5/8) Epoch 5, batch 2250, giga_loss[loss=0.2347, simple_loss=0.3128, pruned_loss=0.07835, over 12383.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04074, over 133.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3161, pruned_loss=0.08, over 2472518.24 frames. utt_duration=638.7 frames, utt_pad_proportion=0.05578, over 15521.87 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3085, pruned_loss=0.07103, over 1741037.68 frames. utt_duration=1288 frames, utt_pad_proportion=0.0461, over 5414.82 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3161, pruned_loss=0.08033, over 2472897.72 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05702, over 16453.40 utterances.], batch size: 133, lr: 6.24e-04
2022-08-22 16:23:57,299 INFO [train.py:927] (5/8) Epoch 5, batch 2300, giga_loss[loss=0.2527, simple_loss=0.3242, pruned_loss=0.0906, over 12445.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04405, over 134.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3156, pruned_loss=0.07966, over 2472666.26 frames. utt_duration=654.4 frames, utt_pad_proportion=0.0564, over 15149.67 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3081, pruned_loss=0.07098, over 1759066.63 frames. utt_duration=1292 frames, utt_pad_proportion=0.0452, over 5453.98 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.316, pruned_loss=0.08017, over 2473043.07 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05775, over 16088.49 utterances.], batch size: 134, lr: 6.24e-04
2022-08-22 16:25:40,230 INFO [train.py:927] (5/8) Epoch 5, batch 2350, giga_loss[loss=0.2384, simple_loss=0.3186, pruned_loss=0.0791, over 12468.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03719, over 26.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3144, pruned_loss=0.07907, over 2472301.40 frames. utt_duration=654.3 frames, utt_pad_proportion=0.05883, over 15149.39 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3086, pruned_loss=0.0713, over 1794009.58 frames. utt_duration=1295 frames, utt_pad_proportion=0.0428, over 5547.99 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3147, pruned_loss=0.07967, over 2472566.04 frames. utt_duration=608.8 frames, utt_pad_proportion=0.0609, over 16285.42 utterances.], batch size: 26, lr: 6.24e-04
2022-08-22 16:27:24,217 INFO [train.py:927] (5/8) Epoch 5, batch 2400, libri_loss[loss=0.2352, simple_loss=0.3317, pruned_loss=0.06937, over 12306.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006874, over 36.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3132, pruned_loss=0.07909, over 2472751.07 frames. utt_duration=644.5 frames, utt_pad_proportion=0.06071, over 15383.42 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3095, pruned_loss=0.07172, over 1814286.98 frames. utt_duration=1292 frames, utt_pad_proportion=0.04273, over 5623.85 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.313, pruned_loss=0.07949, over 2472811.55 frames. utt_duration=601.3 frames, utt_pad_proportion=0.06246, over 16490.58 utterances.], batch size: 36, lr: 6.24e-04
2022-08-22 16:29:06,681 INFO [train.py:927] (5/8) Epoch 5, batch 2450, giga_loss[loss=0.3172, simple_loss=0.3583, pruned_loss=0.1381, over 12373.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3124, pruned_loss=0.07901, over 2473063.04 frames. utt_duration=629.4 frames, utt_pad_proportion=0.05836, over 15754.09 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3101, pruned_loss=0.0719, over 1830517.51 frames. utt_duration=1285 frames, utt_pad_proportion=0.04295, over 5703.50 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3119, pruned_loss=0.07937, over 2473174.10 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05997, over 16788.63 utterances.], batch size: 258, lr: 6.24e-04
2022-08-22 16:30:46,583 INFO [train.py:927] (5/8) Epoch 5, batch 2500, giga_loss[loss=0.2088, simple_loss=0.2848, pruned_loss=0.0664, over 12195.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.02965, over 28.00 utterances.], tot_loss[loss=0.232, simple_loss=0.309, pruned_loss=0.07752, over 2472127.51 frames. utt_duration=628.6 frames, utt_pad_proportion=0.05857, over 15768.81 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3099, pruned_loss=0.07185, over 1849295.55 frames. utt_duration=1289 frames, utt_pad_proportion=0.04221, over 5744.70 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3087, pruned_loss=0.07801, over 2472423.69 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06023, over 16823.35 utterances.], batch size: 28, lr: 6.24e-04
2022-08-22 16:32:27,568 INFO [train.py:927] (5/8) Epoch 5, batch 2550, giga_loss[loss=0.1932, simple_loss=0.2775, pruned_loss=0.05451, over 12314.00 frames. utt_duration=850.5 frames, utt_pad_proportion=0.0335, over 58.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3048, pruned_loss=0.07564, over 2471011.21 frames. utt_duration=624 frames, utt_pad_proportion=0.06076, over 15876.73 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3101, pruned_loss=0.0721, over 1858302.00 frames. utt_duration=1291 frames, utt_pad_proportion=0.04157, over 5762.43 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3044, pruned_loss=0.07593, over 2471486.76 frames. utt_duration=589 frames, utt_pad_proportion=0.06224, over 16825.81 utterances.], batch size: 58, lr: 6.23e-04
2022-08-22 16:34:08,201 INFO [train.py:927] (5/8) Epoch 5, batch 2600, giga_loss[loss=0.2401, simple_loss=0.32, pruned_loss=0.08004, over 12399.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.02868, over 97.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3069, pruned_loss=0.07495, over 2471723.10 frames. utt_duration=610.8 frames, utt_pad_proportion=0.06038, over 16227.55 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.313, pruned_loss=0.07211, over 1876624.58 frames. utt_duration=1297 frames, utt_pad_proportion=0.04058, over 5794.95 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3044, pruned_loss=0.07526, over 2471941.82 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06203, over 17231.29 utterances.], batch size: 97, lr: 6.23e-04
2022-08-22 16:35:50,563 INFO [train.py:927] (5/8) Epoch 5, batch 2650, giga_loss[loss=0.2175, simple_loss=0.3, pruned_loss=0.06744, over 12467.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.0298, over 55.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3076, pruned_loss=0.07506, over 2472019.04 frames. utt_duration=584.7 frames, utt_pad_proportion=0.0644, over 16955.16 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3133, pruned_loss=0.07211, over 1882566.02 frames. utt_duration=1298 frames, utt_pad_proportion=0.04016, over 5806.98 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3054, pruned_loss=0.07533, over 2472185.98 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06564, over 17819.66 utterances.], batch size: 55, lr: 6.23e-04
2022-08-22 16:37:33,555 INFO [train.py:927] (5/8) Epoch 5, batch 2700, giga_loss[loss=0.2094, simple_loss=0.2918, pruned_loss=0.06352, over 12152.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03458, over 30.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3068, pruned_loss=0.07383, over 2472063.23 frames. utt_duration=582.3 frames, utt_pad_proportion=0.06122, over 17025.97 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3134, pruned_loss=0.07214, over 1888230.25 frames. utt_duration=1302 frames, utt_pad_proportion=0.03984, over 5807.90 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.305, pruned_loss=0.07405, over 2472378.40 frames. utt_duration=557 frames, utt_pad_proportion=0.0625, over 17802.53 utterances.], batch size: 30, lr: 6.23e-04
2022-08-22 16:39:16,600 INFO [train.py:927] (5/8) Epoch 5, batch 2750, giga_loss[loss=0.2155, simple_loss=0.2993, pruned_loss=0.06578, over 12392.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02924, over 58.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3068, pruned_loss=0.07395, over 2472445.23 frames. utt_duration=585.4 frames, utt_pad_proportion=0.06031, over 16937.75 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3134, pruned_loss=0.07227, over 1908151.85 frames. utt_duration=1300 frames, utt_pad_proportion=0.03966, over 5877.09 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3051, pruned_loss=0.07409, over 2472896.01 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06169, over 17846.69 utterances.], batch size: 58, lr: 6.23e-04
2022-08-22 16:40:59,254 INFO [train.py:927] (5/8) Epoch 5, batch 2800, giga_loss[loss=0.2292, simple_loss=0.3047, pruned_loss=0.07681, over 12431.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03625, over 43.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3076, pruned_loss=0.07446, over 2473016.80 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05861, over 17090.48 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3135, pruned_loss=0.0724, over 1922370.89 frames. utt_duration=1298 frames, utt_pad_proportion=0.03891, over 5928.69 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.306, pruned_loss=0.07451, over 2473166.88 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06018, over 18016.05 utterances.], batch size: 43, lr: 6.23e-04
2022-08-22 16:42:41,154 INFO [train.py:927] (5/8) Epoch 5, batch 2850, giga_loss[loss=0.2085, simple_loss=0.3002, pruned_loss=0.05839, over 12449.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3088, pruned_loss=0.07491, over 2472901.26 frames. utt_duration=603.6 frames, utt_pad_proportion=0.05502, over 16428.08 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3135, pruned_loss=0.07248, over 1943893.71 frames. utt_duration=1304 frames, utt_pad_proportion=0.03786, over 5971.74 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3073, pruned_loss=0.07495, over 2473133.09 frames. utt_duration=566.3 frames, utt_pad_proportion=0.0571, over 17515.41 utterances.], batch size: 75, lr: 6.22e-04
2022-08-22 16:44:21,498 INFO [train.py:927] (5/8) Epoch 5, batch 2900, giga_loss[loss=0.2236, simple_loss=0.3064, pruned_loss=0.07036, over 12317.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03562, over 51.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3096, pruned_loss=0.075, over 2473012.64 frames. utt_duration=601 frames, utt_pad_proportion=0.05492, over 16501.06 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.313, pruned_loss=0.07234, over 1964456.66 frames. utt_duration=1309 frames, utt_pad_proportion=0.03663, over 6009.10 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3085, pruned_loss=0.07522, over 2473435.65 frames. utt_duration=559.5 frames, utt_pad_proportion=0.05724, over 17731.27 utterances.], batch size: 51, lr: 6.22e-04
2022-08-22 16:46:04,183 INFO [train.py:927] (5/8) Epoch 5, batch 2950, giga_loss[loss=0.2585, simple_loss=0.3222, pruned_loss=0.0974, over 12352.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1932, over 364.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3102, pruned_loss=0.07533, over 2472917.33 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06243, over 17394.30 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3132, pruned_loss=0.07245, over 1966920.37 frames. utt_duration=1309 frames, utt_pad_proportion=0.03644, over 6016.05 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3093, pruned_loss=0.07545, over 2473310.86 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06385, over 18392.47 utterances.], batch size: 364, lr: 6.22e-04
2022-08-22 16:47:44,425 INFO [train.py:927] (5/8) Epoch 5, batch 3000, giga_loss[loss=0.196, simple_loss=0.2805, pruned_loss=0.0557, over 12417.00 frames. utt_duration=754.1 frames, utt_pad_proportion=0.02314, over 66.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3092, pruned_loss=0.07471, over 2472970.36 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05896, over 17252.37 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3137, pruned_loss=0.07236, over 1978954.50 frames. utt_duration=1308 frames, utt_pad_proportion=0.03696, over 6057.89 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.308, pruned_loss=0.07493, over 2473740.05 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06036, over 18266.49 utterances.], batch size: 66, lr: 6.22e-04
2022-08-22 16:47:44,426 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 16:47:57,665 INFO [train.py:967] (5/8) 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 16:49:36,097 INFO [train.py:927] (5/8) Epoch 5, batch 3050, giga_loss[loss=0.2274, simple_loss=0.3001, pruned_loss=0.07732, over 12349.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1878, over 364.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3084, pruned_loss=0.07452, over 2472839.82 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05893, over 17668.63 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3141, pruned_loss=0.07267, over 1993217.99 frames. utt_duration=1306 frames, utt_pad_proportion=0.03713, over 6111.17 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3071, pruned_loss=0.07456, over 2473802.20 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06021, over 18727.22 utterances.], batch size: 364, lr: 6.22e-04
2022-08-22 16:51:13,434 INFO [train.py:927] (5/8) Epoch 5, batch 3100, giga_loss[loss=0.2514, simple_loss=0.3313, pruned_loss=0.08572, over 12382.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03304, over 80.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3094, pruned_loss=0.07388, over 2473734.12 frames. utt_duration=554.8 frames, utt_pad_proportion=0.0576, over 17882.28 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.314, pruned_loss=0.07264, over 2004936.31 frames. utt_duration=1311 frames, utt_pad_proportion=0.03629, over 6126.29 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3083, pruned_loss=0.07396, over 2474638.52 frames. utt_duration=523.3 frames, utt_pad_proportion=0.0591, over 18970.93 utterances.], batch size: 80, lr: 6.22e-04
2022-08-22 16:52:56,500 INFO [train.py:927] (5/8) Epoch 5, batch 3150, libri_loss[loss=0.2361, simple_loss=0.3156, pruned_loss=0.07827, over 12241.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005115, over 34.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3076, pruned_loss=0.07427, over 2473261.54 frames. utt_duration=565.2 frames, utt_pad_proportion=0.0618, over 17549.37 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3148, pruned_loss=0.07344, over 2016371.28 frames. utt_duration=1289 frames, utt_pad_proportion=0.04218, over 6262.93 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.306, pruned_loss=0.07374, over 2474147.46 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06121, over 18557.12 utterances.], batch size: 34, lr: 6.22e-04
2022-08-22 16:54:37,665 INFO [train.py:927] (5/8) Epoch 5, batch 3200, giga_loss[loss=0.2124, simple_loss=0.2787, pruned_loss=0.073, over 12224.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03257, over 45.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3069, pruned_loss=0.07476, over 2473703.26 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06099, over 17330.24 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3153, pruned_loss=0.07352, over 2027639.43 frames. utt_duration=1290 frames, utt_pad_proportion=0.0413, over 6293.04 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3051, pruned_loss=0.0743, over 2474452.63 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06098, over 18356.36 utterances.], batch size: 45, lr: 6.21e-04
2022-08-22 16:56:14,384 INFO [train.py:927] (5/8) Epoch 5, batch 3250, giga_loss[loss=0.2181, simple_loss=0.2925, pruned_loss=0.07187, over 12273.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03373, over 28.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3051, pruned_loss=0.07445, over 2473086.78 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05818, over 17191.81 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3151, pruned_loss=0.07372, over 2038407.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.04607, over 6386.87 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3036, pruned_loss=0.07396, over 2473903.84 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05704, over 18163.12 utterances.], batch size: 28, lr: 6.21e-04
2022-08-22 16:57:50,256 INFO [train.py:927] (5/8) Epoch 5, batch 3300, giga_loss[loss=0.1746, simple_loss=0.249, pruned_loss=0.05013, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03413, over 42.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3014, pruned_loss=0.07311, over 2473528.26 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06086, over 17474.84 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3148, pruned_loss=0.07363, over 2049112.03 frames. utt_duration=1277 frames, utt_pad_proportion=0.0465, over 6426.93 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3001, pruned_loss=0.07277, over 2474240.04 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05983, over 18453.57 utterances.], batch size: 42, lr: 6.21e-04
2022-08-22 16:59:31,846 INFO [train.py:927] (5/8) Epoch 5, batch 3350, giga_loss[loss=0.2197, simple_loss=0.306, pruned_loss=0.06672, over 12471.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.2988, pruned_loss=0.07198, over 2473782.15 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05808, over 17227.24 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3152, pruned_loss=0.07389, over 2063920.31 frames. utt_duration=1278 frames, utt_pad_proportion=0.04598, over 6469.88 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.2971, pruned_loss=0.0715, over 2474218.76 frames. utt_duration=542.2 frames, utt_pad_proportion=0.05775, over 18305.23 utterances.], batch size: 55, lr: 6.21e-04
2022-08-22 17:01:11,044 INFO [train.py:927] (5/8) Epoch 5, batch 3400, giga_loss[loss=0.2161, simple_loss=0.3031, pruned_loss=0.06459, over 12333.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3003, pruned_loss=0.07218, over 2474001.67 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05487, over 16828.69 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3153, pruned_loss=0.07397, over 2072215.70 frames. utt_duration=1273 frames, utt_pad_proportion=0.04657, over 6519.42 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2986, pruned_loss=0.07171, over 2474215.60 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05468, over 17821.70 utterances.], batch size: 58, lr: 6.21e-04
2022-08-22 17:02:52,073 INFO [train.py:927] (5/8) Epoch 5, batch 3450, giga_loss[loss=0.2377, simple_loss=0.3136, pruned_loss=0.08095, over 12364.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04288, over 31.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3034, pruned_loss=0.07284, over 2473894.11 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05069, over 16276.83 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3158, pruned_loss=0.07407, over 2085603.72 frames. utt_duration=1275 frames, utt_pad_proportion=0.04543, over 6548.77 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3012, pruned_loss=0.07233, over 2474494.95 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05123, over 17368.75 utterances.], batch size: 31, lr: 6.21e-04
2022-08-22 17:04:31,137 INFO [train.py:927] (5/8) Epoch 5, batch 3500, giga_loss[loss=0.2573, simple_loss=0.3298, pruned_loss=0.09242, over 12368.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02706, over 66.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3049, pruned_loss=0.07352, over 2474094.14 frames. utt_duration=599.6 frames, utt_pad_proportion=0.05198, over 16547.24 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3146, pruned_loss=0.07356, over 2098482.64 frames. utt_duration=1283 frames, utt_pad_proportion=0.04417, over 6549.40 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3037, pruned_loss=0.07349, over 2475060.85 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05282, over 17736.10 utterances.], batch size: 66, lr: 6.21e-04
2022-08-22 17:06:16,597 INFO [train.py:927] (5/8) Epoch 5, batch 3550, giga_loss[loss=0.3567, simple_loss=0.3923, pruned_loss=0.1606, over 12362.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 257.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3112, pruned_loss=0.07875, over 2472841.15 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05652, over 16643.19 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3145, pruned_loss=0.07365, over 2114629.80 frames. utt_duration=1288 frames, utt_pad_proportion=0.04305, over 6575.53 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.31, pruned_loss=0.07875, over 2473984.84 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05744, over 17988.49 utterances.], batch size: 257, lr: 6.20e-04
2022-08-22 17:07:56,599 INFO [train.py:927] (5/8) Epoch 5, batch 3600, giga_loss[loss=0.3505, simple_loss=0.3869, pruned_loss=0.157, over 12389.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07419, over 213.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3202, pruned_loss=0.08523, over 2473269.73 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06223, over 18342.61 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3147, pruned_loss=0.07368, over 2118107.17 frames. utt_duration=1291 frames, utt_pad_proportion=0.04272, over 6569.80 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3191, pruned_loss=0.08528, over 2474254.49 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06273, over 19509.27 utterances.], batch size: 213, lr: 6.20e-04
2022-08-22 17:09:38,457 INFO [train.py:927] (5/8) Epoch 5, batch 3650, giga_loss[loss=0.4044, simple_loss=0.4243, pruned_loss=0.1922, over 12373.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3273, pruned_loss=0.0915, over 2474066.58 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06968, over 19425.43 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3149, pruned_loss=0.0738, over 2123367.05 frames. utt_duration=1292 frames, utt_pad_proportion=0.04213, over 6583.19 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3264, pruned_loss=0.09162, over 2474874.09 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06995, over 20496.33 utterances.], batch size: 257, lr: 6.20e-04
2022-08-22 17:11:22,603 INFO [train.py:927] (5/8) Epoch 5, batch 3700, giga_loss[loss=0.3041, simple_loss=0.363, pruned_loss=0.1226, over 12459.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03238, over 105.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3321, pruned_loss=0.09566, over 2474522.28 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06878, over 20141.75 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.315, pruned_loss=0.07388, over 2128674.70 frames. utt_duration=1293 frames, utt_pad_proportion=0.04156, over 6590.39 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3315, pruned_loss=0.09595, over 2475103.45 frames. utt_duration=469.4 frames, utt_pad_proportion=0.0693, over 21159.83 utterances.], batch size: 105, lr: 6.20e-04
2022-08-22 17:13:07,953 INFO [train.py:927] (5/8) Epoch 5, batch 3750, giga_loss[loss=0.3566, simple_loss=0.3873, pruned_loss=0.1629, over 12363.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2202, over 377.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3394, pruned_loss=0.1024, over 2474857.31 frames. utt_duration=451.3 frames, utt_pad_proportion=0.08015, over 22006.10 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3148, pruned_loss=0.07355, over 2133963.14 frames. utt_duration=1297 frames, utt_pad_proportion=0.04105, over 6588.54 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3393, pruned_loss=0.1032, over 2475204.16 frames. utt_duration=432 frames, utt_pad_proportion=0.0803, over 22994.58 utterances.], batch size: 377, lr: 6.20e-04
2022-08-22 17:14:55,155 INFO [train.py:927] (5/8) Epoch 5, batch 3800, giga_loss[loss=0.2509, simple_loss=0.3268, pruned_loss=0.08755, over 12339.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03352, over 58.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3475, pruned_loss=0.111, over 2474757.20 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08248, over 22794.51 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3153, pruned_loss=0.07403, over 2140512.18 frames. utt_duration=1295 frames, utt_pad_proportion=0.04142, over 6621.28 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3476, pruned_loss=0.1119, over 2475243.81 frames. utt_duration=416.8 frames, utt_pad_proportion=0.08266, over 23835.64 utterances.], batch size: 58, lr: 6.20e-04
2022-08-22 17:16:39,585 INFO [train.py:927] (5/8) Epoch 5, batch 3850, giga_loss[loss=0.287, simple_loss=0.3579, pruned_loss=0.108, over 12373.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3471, pruned_loss=0.1108, over 2474888.44 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07895, over 22180.40 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3151, pruned_loss=0.07399, over 2148645.16 frames. utt_duration=1295 frames, utt_pad_proportion=0.04159, over 6644.67 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.348, pruned_loss=0.1123, over 2475383.10 frames. utt_duration=425.9 frames, utt_pad_proportion=0.0795, over 23327.04 utterances.], batch size: 97, lr: 6.20e-04
2022-08-22 17:18:23,822 INFO [train.py:927] (5/8) Epoch 5, batch 3900, giga_loss[loss=0.2453, simple_loss=0.3211, pruned_loss=0.0847, over 12320.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.02999, over 48.00 utterances.], tot_loss[loss=0.2811, simple_loss=0.3459, pruned_loss=0.1082, over 2475148.60 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07508, over 21202.69 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3149, pruned_loss=0.07395, over 2159974.47 frames. utt_duration=1282 frames, utt_pad_proportion=0.04661, over 6745.02 utterances.], giga_tot_loss[loss=0.2843, simple_loss=0.3477, pruned_loss=0.1105, over 2475479.26 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07475, over 22495.49 utterances.], batch size: 48, lr: 6.19e-04
2022-08-22 17:20:05,105 INFO [train.py:927] (5/8) Epoch 5, batch 3950, giga_loss[loss=0.2285, simple_loss=0.3161, pruned_loss=0.07042, over 12361.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03169, over 58.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3452, pruned_loss=0.1068, over 2474880.55 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07864, over 21514.72 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3153, pruned_loss=0.0743, over 2165910.80 frames. utt_duration=1266 frames, utt_pad_proportion=0.05218, over 6850.76 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3469, pruned_loss=0.109, over 2475435.32 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07709, over 22707.74 utterances.], batch size: 58, lr: 6.19e-04
2022-08-22 17:21:51,471 INFO [train.py:927] (5/8) Epoch 5, batch 4000, giga_loss[loss=0.2338, simple_loss=0.3142, pruned_loss=0.07675, over 12344.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02993, over 91.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.344, pruned_loss=0.1036, over 2475062.19 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07566, over 20823.86 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3161, pruned_loss=0.07455, over 2173358.98 frames. utt_duration=1257 frames, utt_pad_proportion=0.05518, over 6924.98 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3453, pruned_loss=0.1058, over 2475690.68 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07401, over 22017.33 utterances.], batch size: 91, lr: 6.19e-04
2022-08-22 17:23:35,447 INFO [train.py:927] (5/8) Epoch 5, batch 4050, giga_loss[loss=0.238, simple_loss=0.3054, pruned_loss=0.08524, over 12374.00 frames. utt_duration=855 frames, utt_pad_proportion=0.02734, over 58.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3443, pruned_loss=0.1001, over 2474886.43 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07345, over 20521.08 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3204, pruned_loss=0.0745, over 2183440.00 frames. utt_duration=1266 frames, utt_pad_proportion=0.05364, over 6907.81 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3429, pruned_loss=0.1028, over 2475690.69 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07282, over 21924.31 utterances.], batch size: 58, lr: 6.19e-04
2022-08-22 17:25:15,221 INFO [train.py:927] (5/8) Epoch 5, batch 4100, giga_loss[loss=0.2681, simple_loss=0.3382, pruned_loss=0.09897, over 12260.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02837, over 54.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3417, pruned_loss=0.09858, over 2474411.46 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07188, over 20354.05 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3199, pruned_loss=0.07429, over 2188995.48 frames. utt_duration=1271 frames, utt_pad_proportion=0.05281, over 6895.80 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3413, pruned_loss=0.1013, over 2475248.44 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07183, over 21728.59 utterances.], batch size: 54, lr: 6.19e-04
2022-08-22 17:27:08,601 INFO [train.py:927] (5/8) Epoch 5, batch 4150, libri_loss[loss=0.2703, simple_loss=0.3524, pruned_loss=0.09413, over 12377.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02654, over 43.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3388, pruned_loss=0.09662, over 2474028.28 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07332, over 20374.81 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3196, pruned_loss=0.07408, over 2197254.19 frames. utt_duration=1276 frames, utt_pad_proportion=0.05167, over 6897.98 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3394, pruned_loss=0.09962, over 2474876.02 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07376, over 21854.44 utterances.], batch size: 43, lr: 6.19e-04
2022-08-22 17:28:52,269 INFO [train.py:927] (5/8) Epoch 5, batch 4200, giga_loss[loss=0.2388, simple_loss=0.3244, pruned_loss=0.07659, over 12411.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04618, over 31.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3392, pruned_loss=0.09577, over 2474089.37 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07606, over 20875.94 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3192, pruned_loss=0.07408, over 2202687.74 frames. utt_duration=1280 frames, utt_pad_proportion=0.05083, over 6891.06 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3403, pruned_loss=0.09854, over 2474813.86 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07657, over 22303.24 utterances.], batch size: 31, lr: 6.19e-04
2022-08-22 17:30:39,473 INFO [train.py:927] (5/8) Epoch 5, batch 4250, giga_loss[loss=0.2525, simple_loss=0.3292, pruned_loss=0.08791, over 12399.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02962, over 62.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.339, pruned_loss=0.09606, over 2474822.21 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07072, over 20670.52 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3192, pruned_loss=0.07416, over 2204115.31 frames. utt_duration=1279 frames, utt_pad_proportion=0.05072, over 6902.60 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3399, pruned_loss=0.09826, over 2475330.42 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07148, over 21836.56 utterances.], batch size: 62, lr: 6.18e-04
2022-08-22 17:32:26,945 INFO [train.py:927] (5/8) Epoch 5, batch 4300, giga_loss[loss=0.2731, simple_loss=0.3396, pruned_loss=0.1033, over 12114.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04129, over 33.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3368, pruned_loss=0.09513, over 2474968.22 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06985, over 20253.99 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3196, pruned_loss=0.07416, over 2209375.38 frames. utt_duration=1283 frames, utt_pad_proportion=0.04988, over 6894.60 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3376, pruned_loss=0.09726, over 2475488.25 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07085, over 21425.15 utterances.], batch size: 33, lr: 6.18e-04
2022-08-22 17:34:15,640 INFO [train.py:927] (5/8) Epoch 5, batch 4350, giga_loss[loss=0.2374, simple_loss=0.3309, pruned_loss=0.07194, over 12305.00 frames. utt_duration=704.6 frames, utt_pad_proportion=0.03341, over 70.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3344, pruned_loss=0.09292, over 2474880.41 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06804, over 19617.99 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3196, pruned_loss=0.07415, over 2213481.36 frames. utt_duration=1284 frames, utt_pad_proportion=0.0493, over 6905.19 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3353, pruned_loss=0.09489, over 2475150.29 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06924, over 20722.73 utterances.], batch size: 70, lr: 6.18e-04
2022-08-22 17:36:00,250 INFO [train.py:927] (5/8) Epoch 5, batch 4400, giga_loss[loss=0.2534, simple_loss=0.3297, pruned_loss=0.08859, over 12441.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03322, over 86.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3331, pruned_loss=0.09222, over 2474240.06 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07238, over 19966.35 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3194, pruned_loss=0.07425, over 2219702.68 frames. utt_duration=1289 frames, utt_pad_proportion=0.04829, over 6898.69 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3342, pruned_loss=0.09411, over 2474660.74 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07356, over 21146.46 utterances.], batch size: 86, lr: 6.18e-04
2022-08-22 17:37:46,458 INFO [train.py:927] (5/8) Epoch 5, batch 4450, giga_loss[loss=0.2149, simple_loss=0.2905, pruned_loss=0.0696, over 12308.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.05197, over 26.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.331, pruned_loss=0.09189, over 2474406.35 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07398, over 20294.23 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3187, pruned_loss=0.07396, over 2229663.52 frames. utt_duration=1293 frames, utt_pad_proportion=0.0468, over 6904.71 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3329, pruned_loss=0.0943, over 2474814.71 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07553, over 21726.24 utterances.], batch size: 26, lr: 6.18e-04
2022-08-22 17:39:33,952 INFO [train.py:927] (5/8) Epoch 5, batch 4500, giga_loss[loss=0.2573, simple_loss=0.3283, pruned_loss=0.09315, over 12379.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02717, over 91.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3302, pruned_loss=0.09212, over 2474718.59 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06821, over 19832.99 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.319, pruned_loss=0.07409, over 2233372.63 frames. utt_duration=1294 frames, utt_pad_proportion=0.04617, over 6912.09 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3316, pruned_loss=0.09417, over 2474996.87 frames. utt_duration=469.9 frames, utt_pad_proportion=0.0701, over 21133.12 utterances.], batch size: 91, lr: 6.18e-04
2022-08-22 17:41:18,865 INFO [train.py:927] (5/8) Epoch 5, batch 4550, giga_loss[loss=0.298, simple_loss=0.3555, pruned_loss=0.1203, over 12397.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06906, over 211.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3288, pruned_loss=0.09207, over 2474513.76 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06728, over 19884.38 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3185, pruned_loss=0.07392, over 2239048.16 frames. utt_duration=1296 frames, utt_pad_proportion=0.04559, over 6919.07 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3306, pruned_loss=0.09428, over 2475010.65 frames. utt_duration=467.9 frames, utt_pad_proportion=0.0692, over 21224.68 utterances.], batch size: 211, lr: 6.18e-04
2022-08-22 17:43:04,098 INFO [train.py:927] (5/8) Epoch 5, batch 4600, libri_loss[loss=0.2279, simple_loss=0.3162, pruned_loss=0.06973, over 12283.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007145, over 37.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3272, pruned_loss=0.09088, over 2473187.30 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06476, over 19427.53 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3181, pruned_loss=0.07373, over 2246446.30 frames. utt_duration=1300 frames, utt_pad_proportion=0.04441, over 6917.77 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3294, pruned_loss=0.09341, over 2474253.24 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06706, over 20930.20 utterances.], batch size: 37, lr: 6.18e-04
2022-08-22 17:44:49,215 INFO [train.py:927] (5/8) Epoch 5, batch 4650, giga_loss[loss=0.2315, simple_loss=0.3166, pruned_loss=0.07322, over 12458.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03446, over 105.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3274, pruned_loss=0.09042, over 2472962.12 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07325, over 19852.78 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3179, pruned_loss=0.07363, over 2253911.13 frames. utt_duration=1285 frames, utt_pad_proportion=0.04903, over 7025.93 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3295, pruned_loss=0.09308, over 2474154.26 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07346, over 21369.01 utterances.], batch size: 105, lr: 6.17e-04
2022-08-22 17:46:33,170 INFO [train.py:927] (5/8) Epoch 5, batch 4700, giga_loss[loss=0.2816, simple_loss=0.3484, pruned_loss=0.1074, over 12424.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03708, over 123.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3282, pruned_loss=0.0908, over 2473029.35 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07461, over 20033.29 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3183, pruned_loss=0.07382, over 2259259.91 frames. utt_duration=1273 frames, utt_pad_proportion=0.05304, over 7108.32 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3298, pruned_loss=0.09313, over 2474053.79 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07371, over 21452.48 utterances.], batch size: 123, lr: 6.17e-04
2022-08-22 17:48:19,764 INFO [train.py:927] (5/8) Epoch 5, batch 4750, giga_loss[loss=0.244, simple_loss=0.3236, pruned_loss=0.08221, over 12317.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.03231, over 70.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3306, pruned_loss=0.09353, over 2472808.82 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07678, over 20382.86 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3181, pruned_loss=0.07363, over 2263415.65 frames. utt_duration=1278 frames, utt_pad_proportion=0.05238, over 7091.34 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3324, pruned_loss=0.09588, over 2473682.38 frames. utt_duration=456 frames, utt_pad_proportion=0.07627, over 21768.61 utterances.], batch size: 70, lr: 6.17e-04
2022-08-22 17:50:03,792 INFO [train.py:927] (5/8) Epoch 5, batch 4800, giga_loss[loss=0.2142, simple_loss=0.2952, pruned_loss=0.06659, over 12115.00 frames. utt_duration=1732 frames, utt_pad_proportion=0.0393, over 28.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3314, pruned_loss=0.09544, over 2472682.73 frames. utt_duration=478 frames, utt_pad_proportion=0.07799, over 20755.46 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3182, pruned_loss=0.07365, over 2266364.69 frames. utt_duration=1281 frames, utt_pad_proportion=0.05176, over 7084.94 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3329, pruned_loss=0.09759, over 2473552.43 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07779, over 22040.41 utterances.], batch size: 28, lr: 6.17e-04
2022-08-22 17:51:49,928 INFO [train.py:927] (5/8) Epoch 5, batch 4850, giga_loss[loss=0.2728, simple_loss=0.3392, pruned_loss=0.1032, over 12412.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03892, over 133.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3303, pruned_loss=0.09498, over 2472212.55 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07617, over 20501.91 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3175, pruned_loss=0.07322, over 2272269.45 frames. utt_duration=1286 frames, utt_pad_proportion=0.05048, over 7073.57 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3325, pruned_loss=0.09763, over 2473068.90 frames. utt_duration=453.1 frames, utt_pad_proportion=0.0767, over 21902.71 utterances.], batch size: 133, lr: 6.17e-04
2022-08-22 17:53:34,350 INFO [train.py:927] (5/8) Epoch 5, batch 4900, giga_loss[loss=0.2675, simple_loss=0.3358, pruned_loss=0.09961, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.02996, over 85.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3309, pruned_loss=0.0946, over 2473153.28 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07993, over 21694.22 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3173, pruned_loss=0.07325, over 2274163.87 frames. utt_duration=1289 frames, utt_pad_proportion=0.05008, over 7067.85 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3328, pruned_loss=0.09686, over 2473922.18 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08031, over 22927.94 utterances.], batch size: 85, lr: 6.17e-04
2022-08-22 17:55:21,056 INFO [train.py:927] (5/8) Epoch 5, batch 4950, giga_loss[loss=0.2703, simple_loss=0.3337, pruned_loss=0.1035, over 12404.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.0503, over 161.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3301, pruned_loss=0.09424, over 2473728.11 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07698, over 21268.18 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3188, pruned_loss=0.074, over 2283738.51 frames. utt_duration=1275 frames, utt_pad_proportion=0.05271, over 7174.51 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3311, pruned_loss=0.0964, over 2474485.83 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07734, over 22810.93 utterances.], batch size: 161, lr: 6.17e-04
2022-08-22 17:57:04,376 INFO [train.py:927] (5/8) Epoch 5, batch 5000, giga_loss[loss=0.24, simple_loss=0.3042, pruned_loss=0.08793, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02781, over 45.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3296, pruned_loss=0.09412, over 2474464.02 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07537, over 20622.89 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3188, pruned_loss=0.07398, over 2288305.62 frames. utt_duration=1266 frames, utt_pad_proportion=0.05647, over 7240.39 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3306, pruned_loss=0.09626, over 2475179.57 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07476, over 22097.03 utterances.], batch size: 45, lr: 6.16e-04
2022-08-22 17:58:53,130 INFO [train.py:927] (5/8) Epoch 5, batch 5050, giga_loss[loss=0.2499, simple_loss=0.3248, pruned_loss=0.08743, over 12280.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02745, over 42.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3324, pruned_loss=0.09414, over 2474244.26 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07335, over 20297.44 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3183, pruned_loss=0.07377, over 2290918.58 frames. utt_duration=1269 frames, utt_pad_proportion=0.05583, over 7228.80 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3338, pruned_loss=0.09629, over 2474968.86 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07323, over 21651.85 utterances.], batch size: 42, lr: 6.16e-04
2022-08-22 18:00:38,261 INFO [train.py:927] (5/8) Epoch 5, batch 5100, giga_loss[loss=0.3357, simple_loss=0.3748, pruned_loss=0.1483, over 12388.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3346, pruned_loss=0.09525, over 2474486.24 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07323, over 20646.55 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3185, pruned_loss=0.07389, over 2293835.92 frames. utt_duration=1270 frames, utt_pad_proportion=0.0551, over 7232.32 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3357, pruned_loss=0.09713, over 2474901.90 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07347, over 21890.70 utterances.], batch size: 259, lr: 6.16e-04
2022-08-22 18:02:27,387 INFO [train.py:927] (5/8) Epoch 5, batch 5150, libri_loss[loss=0.2299, simple_loss=0.3236, pruned_loss=0.06807, over 12386.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03966, over 46.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3351, pruned_loss=0.09576, over 2473625.52 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07873, over 20831.38 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3187, pruned_loss=0.07375, over 2299196.57 frames. utt_duration=1266 frames, utt_pad_proportion=0.05485, over 7274.78 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3362, pruned_loss=0.09801, over 2473923.96 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07898, over 22172.16 utterances.], batch size: 46, lr: 6.16e-04
2022-08-22 18:04:13,572 INFO [train.py:927] (5/8) Epoch 5, batch 5200, giga_loss[loss=0.2637, simple_loss=0.338, pruned_loss=0.09471, over 12385.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03897, over 113.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3344, pruned_loss=0.09687, over 2473134.34 frames. utt_duration=468.3 frames, utt_pad_proportion=0.08099, over 21191.07 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3185, pruned_loss=0.07369, over 2303337.67 frames. utt_duration=1269 frames, utt_pad_proportion=0.05373, over 7266.02 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3358, pruned_loss=0.09924, over 2473515.51 frames. utt_duration=439.6 frames, utt_pad_proportion=0.0816, over 22583.65 utterances.], batch size: 113, lr: 6.16e-04
2022-08-22 18:05:58,801 INFO [train.py:927] (5/8) Epoch 5, batch 5250, giga_loss[loss=0.2632, simple_loss=0.3327, pruned_loss=0.09684, over 12367.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04253, over 133.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3332, pruned_loss=0.0965, over 2472528.53 frames. utt_duration=487 frames, utt_pad_proportion=0.07431, over 20370.52 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3188, pruned_loss=0.07382, over 2305802.96 frames. utt_duration=1271 frames, utt_pad_proportion=0.0531, over 7264.09 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3344, pruned_loss=0.09857, over 2472891.00 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07548, over 21655.09 utterances.], batch size: 133, lr: 6.16e-04
2022-08-22 18:07:44,756 INFO [train.py:927] (5/8) Epoch 5, batch 5300, giga_loss[loss=0.2813, simple_loss=0.3405, pruned_loss=0.111, over 12349.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03028, over 85.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3316, pruned_loss=0.09649, over 2471965.84 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07256, over 19902.78 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3181, pruned_loss=0.07363, over 2309047.92 frames. utt_duration=1276 frames, utt_pad_proportion=0.0523, over 7248.91 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3333, pruned_loss=0.09871, over 2472324.98 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07397, over 21169.96 utterances.], batch size: 85, lr: 6.16e-04
2022-08-22 18:09:29,417 INFO [train.py:927] (5/8) Epoch 5, batch 5350, giga_loss[loss=0.253, simple_loss=0.3263, pruned_loss=0.08983, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05283, over 161.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3309, pruned_loss=0.09587, over 2471736.57 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07129, over 19939.61 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3181, pruned_loss=0.07376, over 2314412.12 frames. utt_duration=1277 frames, utt_pad_proportion=0.05116, over 7258.15 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3327, pruned_loss=0.09825, over 2472256.48 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07311, over 21348.26 utterances.], batch size: 161, lr: 6.15e-04
2022-08-22 18:11:12,796 INFO [train.py:927] (5/8) Epoch 5, batch 5400, giga_loss[loss=0.2365, simple_loss=0.3144, pruned_loss=0.07932, over 12404.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.0334, over 80.00 utterances.], tot_loss[loss=0.262, simple_loss=0.332, pruned_loss=0.09597, over 2471895.90 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06803, over 19699.86 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3175, pruned_loss=0.07367, over 2320024.33 frames. utt_duration=1283 frames, utt_pad_proportion=0.04989, over 7239.99 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3345, pruned_loss=0.09878, over 2472859.55 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07034, over 21313.31 utterances.], batch size: 80, lr: 6.15e-04
2022-08-22 18:12:58,610 INFO [train.py:927] (5/8) Epoch 5, batch 5450, giga_loss[loss=0.2736, simple_loss=0.3628, pruned_loss=0.09226, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03049, over 39.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3311, pruned_loss=0.0949, over 2473149.18 frames. utt_duration=521 frames, utt_pad_proportion=0.06592, over 19040.45 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3173, pruned_loss=0.07358, over 2324674.42 frames. utt_duration=1281 frames, utt_pad_proportion=0.04959, over 7268.28 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3336, pruned_loss=0.0978, over 2473803.26 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06825, over 20622.70 utterances.], batch size: 39, lr: 6.15e-04
2022-08-22 18:14:45,298 INFO [train.py:927] (5/8) Epoch 5, batch 5500, giga_loss[loss=0.2312, simple_loss=0.3229, pruned_loss=0.06972, over 12422.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.03955, over 34.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3336, pruned_loss=0.0949, over 2473129.07 frames. utt_duration=504 frames, utt_pad_proportion=0.07151, over 19686.83 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3171, pruned_loss=0.07337, over 2329670.06 frames. utt_duration=1281 frames, utt_pad_proportion=0.04864, over 7282.47 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3363, pruned_loss=0.09808, over 2473789.90 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07346, over 21329.28 utterances.], batch size: 34, lr: 6.15e-04
2022-08-22 18:16:27,556 INFO [train.py:927] (5/8) Epoch 5, batch 5550, giga_loss[loss=0.3005, simple_loss=0.3823, pruned_loss=0.1094, over 12345.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03261, over 62.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3364, pruned_loss=0.09596, over 2472700.52 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0725, over 19423.07 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3173, pruned_loss=0.07374, over 2335687.80 frames. utt_duration=1261 frames, utt_pad_proportion=0.05357, over 7414.94 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3391, pruned_loss=0.09907, over 2473512.81 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07297, over 21115.17 utterances.], batch size: 62, lr: 6.15e-04
2022-08-22 18:18:11,368 INFO [train.py:927] (5/8) Epoch 5, batch 5600, giga_loss[loss=0.2303, simple_loss=0.3025, pruned_loss=0.07903, over 12407.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02513, over 48.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3382, pruned_loss=0.09798, over 2472505.59 frames. utt_duration=504 frames, utt_pad_proportion=0.07205, over 19679.69 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3168, pruned_loss=0.0733, over 2340570.41 frames. utt_duration=1257 frames, utt_pad_proportion=0.05387, over 7457.35 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3414, pruned_loss=0.1016, over 2473005.67 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07255, over 21378.11 utterances.], batch size: 48, lr: 6.15e-04
2022-08-22 18:19:56,235 INFO [train.py:927] (5/8) Epoch 5, batch 5650, giga_loss[loss=0.2355, simple_loss=0.3269, pruned_loss=0.07208, over 12437.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.02905, over 80.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3378, pruned_loss=0.0978, over 2473217.36 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07133, over 20073.90 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3168, pruned_loss=0.07334, over 2343373.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.05335, over 7460.08 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3407, pruned_loss=0.1011, over 2473449.57 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07204, over 21643.44 utterances.], batch size: 80, lr: 6.15e-04
2022-08-22 18:21:40,324 INFO [train.py:927] (5/8) Epoch 5, batch 5700, giga_loss[loss=0.2887, simple_loss=0.3575, pruned_loss=0.11, over 12402.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06323, over 183.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3374, pruned_loss=0.0961, over 2473641.15 frames. utt_duration=493 frames, utt_pad_proportion=0.07138, over 20131.08 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3163, pruned_loss=0.07314, over 2347069.79 frames. utt_duration=1264 frames, utt_pad_proportion=0.0523, over 7433.61 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3408, pruned_loss=0.09954, over 2473970.34 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07241, over 21741.67 utterances.], batch size: 183, lr: 6.14e-04
2022-08-22 18:23:27,182 INFO [train.py:927] (5/8) Epoch 5, batch 5750, giga_loss[loss=0.2622, simple_loss=0.3342, pruned_loss=0.09512, over 12447.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03725, over 105.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3383, pruned_loss=0.09713, over 2474019.05 frames. utt_duration=485.1 frames, utt_pad_proportion=0.0747, over 20461.80 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3161, pruned_loss=0.07308, over 2351532.73 frames. utt_duration=1256 frames, utt_pad_proportion=0.05569, over 7497.39 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3418, pruned_loss=0.1007, over 2474212.10 frames. utt_duration=449 frames, utt_pad_proportion=0.07467, over 22115.18 utterances.], batch size: 105, lr: 6.14e-04
2022-08-22 18:25:09,452 INFO [train.py:927] (5/8) Epoch 5, batch 5800, giga_loss[loss=0.3158, simple_loss=0.3639, pruned_loss=0.1338, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07465, over 212.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3371, pruned_loss=0.09722, over 2473268.91 frames. utt_duration=478.8 frames, utt_pad_proportion=0.0765, over 20726.12 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3161, pruned_loss=0.07311, over 2352607.23 frames. utt_duration=1245 frames, utt_pad_proportion=0.05969, over 7567.45 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.34, pruned_loss=0.1002, over 2473537.62 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07522, over 22074.17 utterances.], batch size: 212, lr: 6.14e-04
2022-08-22 18:26:55,883 INFO [train.py:927] (5/8) Epoch 5, batch 5850, giga_loss[loss=0.2778, simple_loss=0.3367, pruned_loss=0.1094, over 12395.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07046, over 212.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3357, pruned_loss=0.09716, over 2473709.23 frames. utt_duration=467.4 frames, utt_pad_proportion=0.0796, over 21237.81 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3169, pruned_loss=0.07335, over 2355071.16 frames. utt_duration=1234 frames, utt_pad_proportion=0.06376, over 7642.83 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3378, pruned_loss=0.09976, over 2473865.67 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07744, over 22468.91 utterances.], batch size: 212, lr: 6.14e-04
2022-08-22 18:28:40,714 INFO [train.py:927] (5/8) Epoch 5, batch 5900, giga_loss[loss=0.2981, simple_loss=0.3533, pruned_loss=0.1215, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04155, over 34.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3355, pruned_loss=0.09794, over 2473560.13 frames. utt_duration=463.5 frames, utt_pad_proportion=0.08155, over 21414.30 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3173, pruned_loss=0.07351, over 2357026.07 frames. utt_duration=1237 frames, utt_pad_proportion=0.06273, over 7629.11 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3371, pruned_loss=0.1003, over 2474030.56 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08019, over 22645.67 utterances.], batch size: 34, lr: 6.14e-04
2022-08-22 18:30:24,012 INFO [train.py:927] (5/8) Epoch 5, batch 5950, giga_loss[loss=0.2189, simple_loss=0.2892, pruned_loss=0.07428, over 12404.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04039, over 26.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.331, pruned_loss=0.09391, over 2473578.20 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07838, over 21273.60 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3168, pruned_loss=0.07329, over 2358474.71 frames. utt_duration=1242 frames, utt_pad_proportion=0.06222, over 7604.78 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.333, pruned_loss=0.09627, over 2474233.09 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07767, over 22462.79 utterances.], batch size: 26, lr: 6.14e-04
2022-08-22 18:32:12,600 INFO [train.py:927] (5/8) Epoch 5, batch 6000, giga_loss[loss=0.2673, simple_loss=0.3302, pruned_loss=0.1022, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02893, over 45.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3285, pruned_loss=0.09214, over 2473357.03 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07702, over 20706.23 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3162, pruned_loss=0.07318, over 2361009.77 frames. utt_duration=1246 frames, utt_pad_proportion=0.06118, over 7586.00 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3308, pruned_loss=0.09454, over 2474166.27 frames. utt_duration=452 frames, utt_pad_proportion=0.07692, over 21965.36 utterances.], batch size: 45, lr: 6.14e-04
2022-08-22 18:32:12,601 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 18:32:26,448 INFO [train.py:967] (5/8) 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] (5/8) Epoch 5, batch 6050, giga_loss[loss=0.2534, simple_loss=0.3362, pruned_loss=0.08528, over 12391.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03214, over 122.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3255, pruned_loss=0.09126, over 2473477.22 frames. utt_duration=476 frames, utt_pad_proportion=0.07765, over 20851.14 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3157, pruned_loss=0.07313, over 2363556.66 frames. utt_duration=1253 frames, utt_pad_proportion=0.06006, over 7553.71 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.328, pruned_loss=0.09363, over 2474334.69 frames. utt_duration=447.6 frames, utt_pad_proportion=0.078, over 22184.72 utterances.], batch size: 122, lr: 6.13e-04
2022-08-22 18:35:52,609 INFO [train.py:927] (5/8) Epoch 5, batch 6100, giga_loss[loss=0.2685, simple_loss=0.3399, pruned_loss=0.09852, over 12367.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05289, over 161.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3251, pruned_loss=0.09045, over 2473871.76 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07925, over 20481.01 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3156, pruned_loss=0.07331, over 2368962.58 frames. utt_duration=1256 frames, utt_pad_proportion=0.05819, over 7554.26 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3277, pruned_loss=0.09304, over 2474531.58 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08038, over 22161.35 utterances.], batch size: 161, lr: 6.13e-04
2022-08-22 18:37:37,333 INFO [train.py:927] (5/8) Epoch 5, batch 6150, giga_loss[loss=0.2136, simple_loss=0.2994, pruned_loss=0.06391, over 12358.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03302, over 62.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3259, pruned_loss=0.09079, over 2473949.93 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07282, over 19988.22 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3156, pruned_loss=0.07338, over 2369832.32 frames. utt_duration=1258 frames, utt_pad_proportion=0.05775, over 7546.75 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.328, pruned_loss=0.09294, over 2474628.71 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07435, over 21436.16 utterances.], batch size: 62, lr: 6.13e-04
2022-08-22 18:39:16,828 INFO [train.py:927] (5/8) Epoch 5, batch 6200, giga_loss[loss=0.2306, simple_loss=0.3098, pruned_loss=0.07569, over 12369.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03216, over 62.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3275, pruned_loss=0.09154, over 2473684.30 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06903, over 19431.89 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3159, pruned_loss=0.07321, over 2373300.19 frames. utt_duration=1253 frames, utt_pad_proportion=0.06077, over 7588.49 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3295, pruned_loss=0.09409, over 2474825.17 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06988, over 21009.04 utterances.], batch size: 62, lr: 6.13e-04
2022-08-22 18:41:07,424 INFO [train.py:927] (5/8) Epoch 5, batch 6250, giga_loss[loss=0.3684, simple_loss=0.3948, pruned_loss=0.1711, over 12379.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1113, over 260.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3296, pruned_loss=0.09265, over 2473223.72 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06833, over 19496.21 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3156, pruned_loss=0.07303, over 2375266.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.05959, over 7568.07 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3317, pruned_loss=0.09526, over 2474582.71 frames. utt_duration=471.9 frames, utt_pad_proportion=0.0695, over 21040.64 utterances.], batch size: 260, lr: 6.13e-04
2022-08-22 18:42:51,487 INFO [train.py:927] (5/8) Epoch 5, batch 6300, giga_loss[loss=0.3022, simple_loss=0.3577, pruned_loss=0.1234, over 12405.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.058, over 182.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3304, pruned_loss=0.0936, over 2473790.63 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06348, over 19188.95 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3146, pruned_loss=0.07268, over 2378455.91 frames. utt_duration=1265 frames, utt_pad_proportion=0.05805, over 7532.71 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3334, pruned_loss=0.09665, over 2475079.77 frames. utt_duration=476.6 frames, utt_pad_proportion=0.06535, over 20837.87 utterances.], batch size: 182, lr: 6.13e-04
2022-08-22 18:44:40,562 INFO [train.py:927] (5/8) Epoch 5, batch 6350, giga_loss[loss=0.2374, simple_loss=0.3142, pruned_loss=0.08024, over 12415.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04017, over 37.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3323, pruned_loss=0.09366, over 2474577.62 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06472, over 20024.94 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3146, pruned_loss=0.07275, over 2378914.63 frames. utt_duration=1264 frames, utt_pad_proportion=0.05782, over 7536.05 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3347, pruned_loss=0.09608, over 2475601.79 frames. utt_duration=465 frames, utt_pad_proportion=0.06615, over 21360.86 utterances.], batch size: 37, lr: 6.13e-04
2022-08-22 18:46:25,235 INFO [train.py:927] (5/8) Epoch 5, batch 6400, giga_loss[loss=0.2903, simple_loss=0.3375, pruned_loss=0.1215, over 12344.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3341, pruned_loss=0.09586, over 2475257.45 frames. utt_duration=463.5 frames, utt_pad_proportion=0.069, over 21426.85 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3148, pruned_loss=0.07283, over 2381033.17 frames. utt_duration=1264 frames, utt_pad_proportion=0.05694, over 7541.22 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3362, pruned_loss=0.09806, over 2475893.67 frames. utt_duration=438 frames, utt_pad_proportion=0.0701, over 22687.37 utterances.], batch size: 365, lr: 6.13e-04
2022-08-22 18:48:10,378 INFO [train.py:927] (5/8) Epoch 5, batch 6450, giga_loss[loss=0.2329, simple_loss=0.3126, pruned_loss=0.07655, over 12330.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3327, pruned_loss=0.09507, over 2475110.46 frames. utt_duration=467 frames, utt_pad_proportion=0.06662, over 21265.52 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3148, pruned_loss=0.07274, over 2382721.32 frames. utt_duration=1268 frames, utt_pad_proportion=0.05604, over 7526.54 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3346, pruned_loss=0.09729, over 2475778.66 frames. utt_duration=441.2 frames, utt_pad_proportion=0.06794, over 22521.93 utterances.], batch size: 70, lr: 6.12e-04
2022-08-22 18:49:52,654 INFO [train.py:927] (5/8) Epoch 5, batch 6500, giga_loss[loss=0.2371, simple_loss=0.3069, pruned_loss=0.08367, over 12119.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03778, over 30.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3325, pruned_loss=0.09558, over 2475193.38 frames. utt_duration=468.9 frames, utt_pad_proportion=0.06642, over 21181.82 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3149, pruned_loss=0.07263, over 2384839.76 frames. utt_duration=1270 frames, utt_pad_proportion=0.05497, over 7517.52 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3343, pruned_loss=0.09793, over 2475876.83 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06789, over 22495.56 utterances.], batch size: 30, lr: 6.12e-04
2022-08-22 18:51:35,408 INFO [train.py:927] (5/8) Epoch 5, batch 6550, giga_loss[loss=0.2488, simple_loss=0.3205, pruned_loss=0.08857, over 12451.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03104, over 80.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3335, pruned_loss=0.09705, over 2475066.58 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07201, over 21377.94 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.315, pruned_loss=0.07257, over 2387255.63 frames. utt_duration=1273 frames, utt_pad_proportion=0.05398, over 7512.16 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3354, pruned_loss=0.09962, over 2475829.43 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07332, over 22815.30 utterances.], batch size: 80, lr: 6.12e-04
2022-08-22 18:53:19,175 INFO [train.py:927] (5/8) Epoch 5, batch 6600, giga_loss[loss=0.3231, simple_loss=0.3537, pruned_loss=0.1462, over 12369.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2052, over 370.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3348, pruned_loss=0.09864, over 2475000.69 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07424, over 21960.06 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3146, pruned_loss=0.07223, over 2388195.12 frames. utt_duration=1277 frames, utt_pad_proportion=0.05354, over 7486.61 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3368, pruned_loss=0.1013, over 2475904.20 frames. utt_duration=426.6 frames, utt_pad_proportion=0.0753, over 23295.99 utterances.], batch size: 370, lr: 6.12e-04
2022-08-22 18:55:06,234 INFO [train.py:927] (5/8) Epoch 5, batch 6650, giga_loss[loss=0.2656, simple_loss=0.3331, pruned_loss=0.09907, over 12418.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02419, over 48.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3331, pruned_loss=0.09732, over 2474691.00 frames. utt_duration=463 frames, utt_pad_proportion=0.07277, over 21446.43 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3143, pruned_loss=0.07205, over 2389203.66 frames. utt_duration=1281 frames, utt_pad_proportion=0.0532, over 7469.79 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3351, pruned_loss=0.09976, over 2475279.99 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07384, over 22634.38 utterances.], batch size: 48, lr: 6.12e-04
2022-08-22 18:56:48,884 INFO [train.py:927] (5/8) Epoch 5, batch 6700, giga_loss[loss=0.3054, simple_loss=0.3614, pruned_loss=0.1247, over 12442.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.04752, over 162.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3341, pruned_loss=0.09787, over 2474720.30 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07437, over 21837.72 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3144, pruned_loss=0.07206, over 2391635.59 frames. utt_duration=1279 frames, utt_pad_proportion=0.0526, over 7488.13 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3363, pruned_loss=0.1007, over 2475671.79 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07554, over 23241.63 utterances.], batch size: 162, lr: 6.12e-04
2022-08-22 18:58:30,765 INFO [train.py:927] (5/8) Epoch 5, batch 6750, libri_loss[loss=0.177, simple_loss=0.2586, pruned_loss=0.04767, over 12476.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.007826, over 29.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3351, pruned_loss=0.0986, over 2474935.86 frames. utt_duration=460 frames, utt_pad_proportion=0.0699, over 21588.40 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3142, pruned_loss=0.07205, over 2394017.58 frames. utt_duration=1278 frames, utt_pad_proportion=0.0526, over 7501.62 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3375, pruned_loss=0.1014, over 2475394.88 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07126, over 23017.27 utterances.], batch size: 29, lr: 6.12e-04
2022-08-22 19:00:13,835 INFO [train.py:927] (5/8) Epoch 5, batch 6800, giga_loss[loss=0.2666, simple_loss=0.3542, pruned_loss=0.08953, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02527, over 45.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.336, pruned_loss=0.09939, over 2474545.20 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07615, over 21932.53 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3139, pruned_loss=0.07186, over 2397472.45 frames. utt_duration=1281 frames, utt_pad_proportion=0.05106, over 7493.16 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3391, pruned_loss=0.103, over 2475035.21 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07746, over 23672.89 utterances.], batch size: 45, lr: 6.11e-04
2022-08-22 19:01:53,982 INFO [train.py:927] (5/8) Epoch 5, batch 6850, giga_loss[loss=0.2322, simple_loss=0.3131, pruned_loss=0.07571, over 12090.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03541, over 30.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3356, pruned_loss=0.09825, over 2473706.41 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07327, over 21295.42 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3138, pruned_loss=0.07194, over 2398415.10 frames. utt_duration=1281 frames, utt_pad_proportion=0.05087, over 7497.77 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3384, pruned_loss=0.1014, over 2474280.62 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07469, over 22864.00 utterances.], batch size: 30, lr: 6.11e-04
2022-08-22 19:03:34,928 INFO [train.py:927] (5/8) Epoch 5, batch 6900, libri_loss[loss=0.2211, simple_loss=0.3097, pruned_loss=0.06623, over 12185.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005665, over 33.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3351, pruned_loss=0.09826, over 2473396.71 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07408, over 21806.21 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3134, pruned_loss=0.07176, over 2400174.50 frames. utt_duration=1287 frames, utt_pad_proportion=0.04961, over 7470.77 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3384, pruned_loss=0.1018, over 2474599.52 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07571, over 23528.74 utterances.], batch size: 33, lr: 6.11e-04
2022-08-22 19:05:13,569 INFO [train.py:927] (5/8) Epoch 5, batch 6950, giga_loss[loss=0.2473, simple_loss=0.3196, pruned_loss=0.08748, over 12412.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03745, over 40.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3344, pruned_loss=0.09688, over 2473584.58 frames. utt_duration=478 frames, utt_pad_proportion=0.06881, over 20763.79 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3131, pruned_loss=0.07163, over 2402463.67 frames. utt_duration=1288 frames, utt_pad_proportion=0.04862, over 7470.52 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.338, pruned_loss=0.1006, over 2474766.36 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07109, over 22586.24 utterances.], batch size: 40, lr: 6.11e-04
2022-08-22 19:06:59,395 INFO [train.py:927] (5/8) Epoch 5, batch 7000, giga_loss[loss=0.2733, simple_loss=0.3391, pruned_loss=0.1037, over 12387.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02987, over 58.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3355, pruned_loss=0.09878, over 2473440.11 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07163, over 21291.16 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3135, pruned_loss=0.07182, over 2403748.31 frames. utt_duration=1274 frames, utt_pad_proportion=0.05326, over 7554.83 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3385, pruned_loss=0.1021, over 2474775.87 frames. utt_duration=432.8 frames, utt_pad_proportion=0.0719, over 22952.69 utterances.], batch size: 58, lr: 6.11e-04
2022-08-22 19:08:43,225 INFO [train.py:927] (5/8) Epoch 5, batch 7050, giga_loss[loss=0.2396, simple_loss=0.3097, pruned_loss=0.08477, over 12426.00 frames. utt_duration=904.9 frames, utt_pad_proportion=0.0332, over 55.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3372, pruned_loss=0.1004, over 2473267.26 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07275, over 21981.95 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3137, pruned_loss=0.07173, over 2405016.29 frames. utt_duration=1278 frames, utt_pad_proportion=0.05244, over 7535.90 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3398, pruned_loss=0.1036, over 2474407.17 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07323, over 23563.99 utterances.], batch size: 55, lr: 6.11e-04
2022-08-22 19:10:24,624 INFO [train.py:927] (5/8) Epoch 5, batch 7100, giga_loss[loss=0.2597, simple_loss=0.3317, pruned_loss=0.09385, over 12322.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03283, over 85.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3361, pruned_loss=0.09967, over 2473668.89 frames. utt_duration=449 frames, utt_pad_proportion=0.07602, over 22109.38 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3131, pruned_loss=0.07152, over 2407493.81 frames. utt_duration=1285 frames, utt_pad_proportion=0.05087, over 7501.23 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3395, pruned_loss=0.1035, over 2474768.87 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07696, over 23971.15 utterances.], batch size: 85, lr: 6.11e-04
2022-08-22 19:12:11,377 INFO [train.py:927] (5/8) Epoch 5, batch 7150, giga_loss[loss=0.2659, simple_loss=0.3445, pruned_loss=0.0937, over 12372.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05302, over 161.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3364, pruned_loss=0.0993, over 2474471.34 frames. utt_duration=461 frames, utt_pad_proportion=0.0723, over 21541.60 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.313, pruned_loss=0.07173, over 2409789.50 frames. utt_duration=1291 frames, utt_pad_proportion=0.04934, over 7473.61 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3401, pruned_loss=0.1032, over 2475664.01 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07406, over 23588.44 utterances.], batch size: 161, lr: 6.10e-04
2022-08-22 19:13:54,007 INFO [train.py:927] (5/8) Epoch 5, batch 7200, giga_loss[loss=0.2423, simple_loss=0.3169, pruned_loss=0.08387, over 12255.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02617, over 54.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3361, pruned_loss=0.09898, over 2474266.99 frames. utt_duration=455.6 frames, utt_pad_proportion=0.0756, over 21795.39 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3134, pruned_loss=0.07197, over 2411274.95 frames. utt_duration=1279 frames, utt_pad_proportion=0.053, over 7547.07 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3392, pruned_loss=0.1025, over 2475338.55 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07596, over 23674.30 utterances.], batch size: 54, lr: 6.10e-04
2022-08-22 19:15:41,209 INFO [train.py:927] (5/8) Epoch 5, batch 7250, giga_loss[loss=0.2339, simple_loss=0.3051, pruned_loss=0.08132, over 12354.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03974, over 113.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3336, pruned_loss=0.09826, over 2474565.16 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07422, over 21442.04 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3139, pruned_loss=0.07232, over 2411829.80 frames. utt_duration=1266 frames, utt_pad_proportion=0.05689, over 7627.21 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3359, pruned_loss=0.101, over 2475467.53 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07369, over 22969.67 utterances.], batch size: 113, lr: 6.10e-04
2022-08-22 19:17:26,021 INFO [train.py:927] (5/8) Epoch 5, batch 7300, giga_loss[loss=0.2389, simple_loss=0.3046, pruned_loss=0.08656, over 12277.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.0282, over 42.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3302, pruned_loss=0.09656, over 2474603.03 frames. utt_duration=475 frames, utt_pad_proportion=0.07688, over 20905.67 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3142, pruned_loss=0.07249, over 2413771.65 frames. utt_duration=1257 frames, utt_pad_proportion=0.06037, over 7690.46 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3322, pruned_loss=0.09925, over 2475252.52 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07548, over 22430.85 utterances.], batch size: 42, lr: 6.10e-04
2022-08-22 19:19:12,712 INFO [train.py:927] (5/8) Epoch 5, batch 7350, giga_loss[loss=0.2876, simple_loss=0.3451, pruned_loss=0.1151, over 12353.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04082, over 145.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3303, pruned_loss=0.09677, over 2473884.82 frames. utt_duration=458.7 frames, utt_pad_proportion=0.08034, over 21643.41 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3145, pruned_loss=0.0725, over 2414322.65 frames. utt_duration=1259 frames, utt_pad_proportion=0.05964, over 7679.14 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3318, pruned_loss=0.09919, over 2474717.29 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07929, over 23024.96 utterances.], batch size: 145, lr: 6.10e-04
2022-08-22 19:20:57,122 INFO [train.py:927] (5/8) Epoch 5, batch 7400, libri_loss[loss=0.2209, simple_loss=0.2863, pruned_loss=0.07777, over 12198.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006793, over 30.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3286, pruned_loss=0.09306, over 2474026.97 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07766, over 22069.99 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3145, pruned_loss=0.07263, over 2415348.09 frames. utt_duration=1263 frames, utt_pad_proportion=0.05862, over 7660.38 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3302, pruned_loss=0.09538, over 2475115.91 frames. utt_duration=422.5 frames, utt_pad_proportion=0.07741, over 23517.43 utterances.], batch size: 30, lr: 6.10e-04
2022-08-22 19:22:40,722 INFO [train.py:927] (5/8) Epoch 5, batch 7450, libri_loss[loss=0.2424, simple_loss=0.317, pruned_loss=0.08392, over 12337.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005795, over 33.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3247, pruned_loss=0.08922, over 2473628.86 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08105, over 23212.38 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3141, pruned_loss=0.07252, over 2416822.62 frames. utt_duration=1268 frames, utt_pad_proportion=0.0572, over 7635.78 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3267, pruned_loss=0.09176, over 2474973.05 frames. utt_duration=399.7 frames, utt_pad_proportion=0.08122, over 24861.20 utterances.], batch size: 33, lr: 6.10e-04
2022-08-22 19:24:23,912 INFO [train.py:927] (5/8) Epoch 5, batch 7500, giga_loss[loss=0.2531, simple_loss=0.3319, pruned_loss=0.08718, over 12193.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03287, over 39.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3225, pruned_loss=0.08622, over 2473934.35 frames. utt_duration=410.7 frames, utt_pad_proportion=0.08651, over 24180.19 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3141, pruned_loss=0.07261, over 2418778.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.06439, over 7769.72 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3243, pruned_loss=0.08857, over 2474765.38 frames. utt_duration=384.7 frames, utt_pad_proportion=0.08454, over 25831.23 utterances.], batch size: 39, lr: 6.10e-04
2022-08-22 19:26:05,731 INFO [train.py:927] (5/8) Epoch 5, batch 7550, giga_loss[loss=0.2302, simple_loss=0.3207, pruned_loss=0.06981, over 12435.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04202, over 114.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3219, pruned_loss=0.0848, over 2474154.82 frames. utt_duration=405.1 frames, utt_pad_proportion=0.08389, over 24517.79 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3136, pruned_loss=0.07232, over 2419980.13 frames. utt_duration=1253 frames, utt_pad_proportion=0.06294, over 7734.15 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.324, pruned_loss=0.08728, over 2475237.90 frames. utt_duration=377.5 frames, utt_pad_proportion=0.08302, over 26327.71 utterances.], batch size: 114, lr: 6.09e-04
2022-08-22 19:27:47,740 INFO [train.py:927] (5/8) Epoch 5, batch 7600, giga_loss[loss=0.2237, simple_loss=0.3025, pruned_loss=0.07245, over 12411.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06285, over 183.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3196, pruned_loss=0.08218, over 2473820.46 frames. utt_duration=407.3 frames, utt_pad_proportion=0.08147, over 24383.46 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3136, pruned_loss=0.07191, over 2421398.71 frames. utt_duration=1259 frames, utt_pad_proportion=0.06121, over 7703.99 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3216, pruned_loss=0.0849, over 2475076.77 frames. utt_duration=376.5 frames, utt_pad_proportion=0.08155, over 26393.94 utterances.], batch size: 183, lr: 6.09e-04
2022-08-22 19:29:31,120 INFO [train.py:927] (5/8) Epoch 5, batch 7650, giga_loss[loss=0.2181, simple_loss=0.3091, pruned_loss=0.06351, over 12369.00 frames. utt_duration=661 frames, utt_pad_proportion=0.03781, over 75.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3183, pruned_loss=0.08029, over 2474625.69 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07594, over 23701.08 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3135, pruned_loss=0.07182, over 2421933.95 frames. utt_duration=1260 frames, utt_pad_proportion=0.06072, over 7697.95 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.32, pruned_loss=0.0826, over 2475624.20 frames. utt_duration=390.8 frames, utt_pad_proportion=0.07654, over 25433.72 utterances.], batch size: 75, lr: 6.09e-04
2022-08-22 19:31:13,740 INFO [train.py:927] (5/8) Epoch 5, batch 7700, giga_loss[loss=0.2195, simple_loss=0.3007, pruned_loss=0.06913, over 12355.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03146, over 85.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3152, pruned_loss=0.07779, over 2475314.47 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07243, over 23878.96 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3134, pruned_loss=0.07174, over 2422534.27 frames. utt_duration=1263 frames, utt_pad_proportion=0.06, over 7682.56 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3167, pruned_loss=0.07979, over 2476286.65 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07333, over 25479.67 utterances.], batch size: 85, lr: 6.09e-04
2022-08-22 19:32:56,212 INFO [train.py:927] (5/8) Epoch 5, batch 7750, giga_loss[loss=0.2073, simple_loss=0.2883, pruned_loss=0.06311, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0406, over 113.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3107, pruned_loss=0.07531, over 2475277.70 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07374, over 24632.11 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3133, pruned_loss=0.07169, over 2422730.60 frames. utt_duration=1263 frames, utt_pad_proportion=0.05975, over 7679.15 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3119, pruned_loss=0.07694, over 2476094.88 frames. utt_duration=383 frames, utt_pad_proportion=0.07444, over 25955.97 utterances.], batch size: 113, lr: 6.09e-04
2022-08-22 19:34:41,287 INFO [train.py:927] (5/8) Epoch 5, batch 7800, giga_loss[loss=0.2247, simple_loss=0.3064, pruned_loss=0.07151, over 12412.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06755, over 184.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3097, pruned_loss=0.07484, over 2475459.86 frames. utt_duration=385.5 frames, utt_pad_proportion=0.07681, over 25785.28 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3135, pruned_loss=0.07167, over 2423270.26 frames. utt_duration=1266 frames, utt_pad_proportion=0.05906, over 7667.04 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3104, pruned_loss=0.07618, over 2476317.02 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07744, over 27065.42 utterances.], batch size: 184, lr: 6.09e-04
2022-08-22 19:36:41,359 INFO [train.py:927] (5/8) Epoch 5, batch 7850, giga_loss[loss=0.226, simple_loss=0.2977, pruned_loss=0.0772, over 12368.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1752, over 356.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3125, pruned_loss=0.07501, over 2475755.95 frames. utt_duration=383.6 frames, utt_pad_proportion=0.07445, over 25912.27 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3141, pruned_loss=0.07167, over 2423727.82 frames. utt_duration=1270 frames, utt_pad_proportion=0.05846, over 7643.15 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3126, pruned_loss=0.07614, over 2476760.34 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07523, over 27198.73 utterances.], batch size: 356, lr: 6.09e-04
2022-08-22 19:38:39,994 INFO [train.py:927] (5/8) Epoch 5, batch 7900, giga_loss[loss=0.1977, simple_loss=0.2879, pruned_loss=0.05378, over 12350.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02743, over 66.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3113, pruned_loss=0.07395, over 2475675.84 frames. utt_duration=387.1 frames, utt_pad_proportion=0.07122, over 25676.10 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3141, pruned_loss=0.07166, over 2423787.18 frames. utt_duration=1271 frames, utt_pad_proportion=0.05823, over 7637.93 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3114, pruned_loss=0.07486, over 2476618.54 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07204, over 26757.94 utterances.], batch size: 66, lr: 6.08e-04
2022-08-22 19:40:45,456 INFO [train.py:927] (5/8) Epoch 5, batch 7950, libri_loss[loss=0.2257, simple_loss=0.315, pruned_loss=0.06819, over 12318.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006305, over 36.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3101, pruned_loss=0.07189, over 2476085.02 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06774, over 25296.31 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3145, pruned_loss=0.07188, over 2424782.06 frames. utt_duration=1271 frames, utt_pad_proportion=0.05737, over 7641.15 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3098, pruned_loss=0.07244, over 2476873.69 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06883, over 26480.92 utterances.], batch size: 36, lr: 6.08e-04
2022-08-22 19:42:45,347 INFO [train.py:927] (5/8) Epoch 5, batch 8000, giga_loss[loss=0.1983, simple_loss=0.2867, pruned_loss=0.05493, over 12302.00 frames. utt_duration=746.9 frames, utt_pad_proportion=0.03123, over 66.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3077, pruned_loss=0.07145, over 2476160.77 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06514, over 24672.84 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3144, pruned_loss=0.07171, over 2425796.64 frames. utt_duration=1274 frames, utt_pad_proportion=0.0566, over 7624.13 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3074, pruned_loss=0.07208, over 2477025.32 frames. utt_duration=382 frames, utt_pad_proportion=0.0664, over 26025.75 utterances.], batch size: 66, lr: 6.08e-04
2022-08-22 19:44:40,691 INFO [train.py:927] (5/8) Epoch 5, batch 8050, giga_loss[loss=0.2184, simple_loss=0.309, pruned_loss=0.06394, over 12363.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02869, over 85.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3079, pruned_loss=0.07171, over 2476908.33 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06509, over 24778.31 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3145, pruned_loss=0.07192, over 2426813.31 frames. utt_duration=1275 frames, utt_pad_proportion=0.05567, over 7619.73 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3075, pruned_loss=0.07201, over 2477573.95 frames. utt_duration=380.1 frames, utt_pad_proportion=0.06639, over 26165.43 utterances.], batch size: 85, lr: 6.08e-04
2022-08-22 19:46:57,012 INFO [train.py:927] (5/8) Epoch 5, batch 8100, giga_loss[loss=0.2117, simple_loss=0.3015, pruned_loss=0.06095, over 12420.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.04952, over 147.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3064, pruned_loss=0.07038, over 2476904.04 frames. utt_duration=387 frames, utt_pad_proportion=0.06841, over 25689.04 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3143, pruned_loss=0.07178, over 2427338.38 frames. utt_duration=1278 frames, utt_pad_proportion=0.05501, over 7605.50 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3062, pruned_loss=0.07073, over 2477631.25 frames. utt_duration=368.1 frames, utt_pad_proportion=0.06943, over 27016.42 utterances.], batch size: 147, lr: 6.08e-04
2022-08-22 19:48:58,769 INFO [train.py:927] (5/8) Epoch 5, batch 8150, giga_loss[loss=0.2269, simple_loss=0.3147, pruned_loss=0.06953, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04378, over 146.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3066, pruned_loss=0.07018, over 2477548.21 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06681, over 25274.82 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3146, pruned_loss=0.07183, over 2428101.85 frames. utt_duration=1279 frames, utt_pad_proportion=0.05421, over 7604.45 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.306, pruned_loss=0.07039, over 2478320.24 frames. utt_duration=373.3 frames, utt_pad_proportion=0.068, over 26642.20 utterances.], batch size: 146, lr: 6.08e-04
2022-08-22 19:51:01,919 INFO [train.py:927] (5/8) Epoch 5, batch 8200, giga_loss[loss=0.2115, simple_loss=0.3002, pruned_loss=0.06141, over 12431.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03841, over 40.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.308, pruned_loss=0.06889, over 2477650.42 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06878, over 25763.68 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3146, pruned_loss=0.07184, over 2428406.56 frames. utt_duration=1274 frames, utt_pad_proportion=0.05451, over 7633.17 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3075, pruned_loss=0.06902, over 2478648.31 frames. utt_duration=367.7 frames, utt_pad_proportion=0.06962, over 27056.35 utterances.], batch size: 40, lr: 6.08e-04
2022-08-22 19:53:09,434 INFO [train.py:927] (5/8) Epoch 5, batch 8250, giga_loss[loss=0.2503, simple_loss=0.3346, pruned_loss=0.08304, over 12431.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.02748, over 122.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3083, pruned_loss=0.06778, over 2477162.77 frames. utt_duration=388.9 frames, utt_pad_proportion=0.0693, over 25556.63 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3153, pruned_loss=0.07186, over 2429355.31 frames. utt_duration=1277 frames, utt_pad_proportion=0.05363, over 7617.53 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3071, pruned_loss=0.0678, over 2478183.30 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07028, over 26992.92 utterances.], batch size: 122, lr: 6.07e-04
2022-08-22 19:55:10,490 INFO [train.py:927] (5/8) Epoch 5, batch 8300, giga_loss[loss=0.2165, simple_loss=0.298, pruned_loss=0.06756, over 12407.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.0347, over 80.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3115, pruned_loss=0.06933, over 2476966.93 frames. utt_duration=388.8 frames, utt_pad_proportion=0.07297, over 25563.41 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3182, pruned_loss=0.07216, over 2430797.05 frames. utt_duration=1271 frames, utt_pad_proportion=0.05558, over 7656.69 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3079, pruned_loss=0.06898, over 2478445.28 frames. utt_duration=362.4 frames, utt_pad_proportion=0.0734, over 27448.02 utterances.], batch size: 80, lr: 6.07e-04
2022-08-22 19:57:36,562 INFO [train.py:927] (5/8) Epoch 5, batch 8350, giga_loss[loss=0.2109, simple_loss=0.286, pruned_loss=0.06793, over 12448.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03086, over 98.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3105, pruned_loss=0.06927, over 2477245.21 frames. utt_duration=402.7 frames, utt_pad_proportion=0.0688, over 24681.78 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3178, pruned_loss=0.07211, over 2432267.73 frames. utt_duration=1259 frames, utt_pad_proportion=0.05993, over 7737.99 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3077, pruned_loss=0.06895, over 2478769.18 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06854, over 26760.93 utterances.], batch size: 98, lr: 6.07e-04
2022-08-22 19:59:45,953 INFO [train.py:927] (5/8) Epoch 5, batch 8400, giga_loss[loss=0.1595, simple_loss=0.2483, pruned_loss=0.03537, over 12444.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.03719, over 26.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3066, pruned_loss=0.06755, over 2477709.97 frames. utt_duration=408.8 frames, utt_pad_proportion=0.0668, over 24316.23 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3178, pruned_loss=0.07219, over 2432522.07 frames. utt_duration=1248 frames, utt_pad_proportion=0.06367, over 7804.23 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3043, pruned_loss=0.0672, over 2479099.73 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06574, over 26049.83 utterances.], batch size: 26, lr: 6.07e-04
2022-08-22 20:01:49,483 INFO [train.py:927] (5/8) Epoch 5, batch 8450, giga_loss[loss=0.1907, simple_loss=0.2841, pruned_loss=0.04861, over 12466.00 frames. utt_duration=1919 frames, utt_pad_proportion=0.0406, over 26.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3078, pruned_loss=0.06855, over 2478449.59 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06446, over 24091.27 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3176, pruned_loss=0.07216, over 2433045.47 frames. utt_duration=1251 frames, utt_pad_proportion=0.06296, over 7789.26 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.306, pruned_loss=0.06824, over 2479671.33 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06394, over 25679.04 utterances.], batch size: 26, lr: 6.07e-04
2022-08-22 20:03:53,517 INFO [train.py:927] (5/8) Epoch 5, batch 8500, libri_loss[loss=0.1982, simple_loss=0.274, pruned_loss=0.06125, over 12212.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009401, over 29.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3061, pruned_loss=0.06885, over 2478099.29 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06332, over 23978.17 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3167, pruned_loss=0.07195, over 2433684.28 frames. utt_duration=1257 frames, utt_pad_proportion=0.06164, over 7751.10 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3052, pruned_loss=0.06869, over 2479694.16 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06332, over 25699.27 utterances.], batch size: 29, lr: 6.07e-04
2022-08-22 20:05:57,927 INFO [train.py:927] (5/8) Epoch 5, batch 8550, giga_loss[loss=0.2303, simple_loss=0.3211, pruned_loss=0.06972, over 12473.00 frames. utt_duration=409.8 frames, utt_pad_proportion=0.02884, over 122.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3065, pruned_loss=0.06961, over 2478564.42 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06373, over 24445.88 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3167, pruned_loss=0.07188, over 2434487.54 frames. utt_duration=1261 frames, utt_pad_proportion=0.06067, over 7733.19 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3056, pruned_loss=0.06949, over 2479911.86 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06396, over 26111.97 utterances.], batch size: 122, lr: 6.07e-04
2022-08-22 20:08:19,806 INFO [train.py:927] (5/8) Epoch 5, batch 8600, libri_loss[loss=0.2073, simple_loss=0.3, pruned_loss=0.0573, over 12347.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01625, over 41.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3078, pruned_loss=0.06978, over 2477884.72 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06543, over 24387.39 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3164, pruned_loss=0.07166, over 2435100.82 frames. utt_duration=1259 frames, utt_pad_proportion=0.06035, over 7744.01 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3071, pruned_loss=0.06983, over 2479386.28 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06563, over 26093.78 utterances.], batch size: 41, lr: 6.07e-04
2022-08-22 20:10:28,240 INFO [train.py:927] (5/8) Epoch 5, batch 8650, giga_loss[loss=0.2243, simple_loss=0.2995, pruned_loss=0.07455, over 12441.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03448, over 105.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3049, pruned_loss=0.06898, over 2477502.80 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06651, over 23916.63 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.316, pruned_loss=0.07146, over 2436300.80 frames. utt_duration=1266 frames, utt_pad_proportion=0.05874, over 7709.58 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3044, pruned_loss=0.06913, over 2478990.87 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06712, over 25873.32 utterances.], batch size: 105, lr: 6.06e-04
2022-08-22 20:12:26,179 INFO [train.py:927] (5/8) Epoch 5, batch 8700, giga_loss[loss=0.2354, simple_loss=0.3166, pruned_loss=0.07705, over 12421.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03238, over 122.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3013, pruned_loss=0.06785, over 2477227.64 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07211, over 24411.32 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3153, pruned_loss=0.07118, over 2437471.55 frames. utt_duration=1269 frames, utt_pad_proportion=0.05741, over 7693.59 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.301, pruned_loss=0.06811, over 2478832.87 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07256, over 26583.60 utterances.], batch size: 122, lr: 6.06e-04
2022-08-22 20:14:21,418 INFO [train.py:927] (5/8) Epoch 5, batch 8750, giga_loss[loss=0.2035, simple_loss=0.2825, pruned_loss=0.06227, over 12395.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07085, over 212.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2996, pruned_loss=0.06742, over 2477252.40 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07535, over 24808.80 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3138, pruned_loss=0.07054, over 2439447.79 frames. utt_duration=1279 frames, utt_pad_proportion=0.05557, over 7640.55 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3001, pruned_loss=0.06808, over 2478335.51 frames. utt_duration=363.9 frames, utt_pad_proportion=0.07611, over 27332.28 utterances.], batch size: 212, lr: 6.06e-04
2022-08-22 20:16:25,623 INFO [train.py:927] (5/8) Epoch 5, batch 8800, giga_loss[loss=0.2005, simple_loss=0.2854, pruned_loss=0.05781, over 12342.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03081, over 91.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2983, pruned_loss=0.06568, over 2476936.84 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07167, over 24546.74 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3135, pruned_loss=0.07035, over 2440068.05 frames. utt_duration=1281 frames, utt_pad_proportion=0.05474, over 7629.90 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2987, pruned_loss=0.06629, over 2477918.81 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07288, over 26870.90 utterances.], batch size: 91, lr: 6.06e-04
2022-08-22 20:18:42,204 INFO [train.py:927] (5/8) Epoch 5, batch 8850, libri_loss[loss=0.2985, simple_loss=0.4185, pruned_loss=0.08923, over 12323.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01777, over 41.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2994, pruned_loss=0.0656, over 2477015.98 frames. utt_duration=407.8 frames, utt_pad_proportion=0.07133, over 24367.96 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3154, pruned_loss=0.0707, over 2440672.76 frames. utt_duration=1275 frames, utt_pad_proportion=0.05483, over 7663.94 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2976, pruned_loss=0.06563, over 2478101.17 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07243, over 26582.45 utterances.], batch size: 41, lr: 6.06e-04
2022-08-22 20:20:43,403 INFO [train.py:927] (5/8) Epoch 5, batch 8900, giga_loss[loss=0.1894, simple_loss=0.272, pruned_loss=0.05345, over 12346.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3002, pruned_loss=0.0655, over 2476956.95 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06567, over 23201.46 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3157, pruned_loss=0.07036, over 2441770.77 frames. utt_duration=1282 frames, utt_pad_proportion=0.05319, over 7628.90 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2979, pruned_loss=0.06566, over 2478163.77 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06762, over 25640.96 utterances.], batch size: 70, lr: 6.06e-04
2022-08-22 20:22:43,228 INFO [train.py:927] (5/8) Epoch 5, batch 8950, giga_loss[loss=0.2108, simple_loss=0.3109, pruned_loss=0.05528, over 12469.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03045, over 75.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.299, pruned_loss=0.06538, over 2477325.78 frames. utt_duration=413.8 frames, utt_pad_proportion=0.0689, over 24016.98 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3153, pruned_loss=0.07014, over 2442548.76 frames. utt_duration=1282 frames, utt_pad_proportion=0.05272, over 7627.39 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2972, pruned_loss=0.06562, over 2478223.39 frames. utt_duration=378.9 frames, utt_pad_proportion=0.07037, over 26243.83 utterances.], batch size: 75, lr: 6.06e-04
2022-08-22 20:24:49,127 INFO [train.py:927] (5/8) Epoch 5, batch 9000, giga_loss[loss=0.2204, simple_loss=0.3071, pruned_loss=0.06678, over 12413.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06347, over 183.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.301, pruned_loss=0.0656, over 2477600.42 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06786, over 24529.04 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3153, pruned_loss=0.07014, over 2442548.76 frames. utt_duration=1282 frames, utt_pad_proportion=0.05272, over 7627.39 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2996, pruned_loss=0.06579, over 2478299.04 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06907, over 26262.23 utterances.], batch size: 183, lr: 6.05e-04
2022-08-22 20:24:49,128 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 20:25:05,690 INFO [train.py:967] (5/8) 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 20:27:00,745 INFO [train.py:927] (5/8) Epoch 5, batch 9050, giga_loss[loss=0.2603, simple_loss=0.3258, pruned_loss=0.09744, over 12388.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09791, over 256.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3019, pruned_loss=0.06617, over 2477347.69 frames. utt_duration=416 frames, utt_pad_proportion=0.06536, over 23891.99 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3147, pruned_loss=0.06992, over 2443725.84 frames. utt_duration=1274 frames, utt_pad_proportion=0.05599, over 7683.37 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3008, pruned_loss=0.06638, over 2478094.88 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06586, over 25833.80 utterances.], batch size: 256, lr: 6.05e-04
2022-08-22 20:29:05,951 INFO [train.py:927] (5/8) Epoch 5, batch 9100, giga_loss[loss=0.2218, simple_loss=0.3068, pruned_loss=0.06833, over 12440.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.0564, over 182.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2997, pruned_loss=0.06487, over 2477651.43 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06313, over 23629.25 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3143, pruned_loss=0.06984, over 2443863.82 frames. utt_duration=1276 frames, utt_pad_proportion=0.05559, over 7669.57 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.299, pruned_loss=0.06506, over 2478425.57 frames. utt_duration=392.7 frames, utt_pad_proportion=0.0638, over 25323.83 utterances.], batch size: 182, lr: 6.05e-04
2022-08-22 20:31:07,959 INFO [train.py:927] (5/8) Epoch 5, batch 9150, giga_loss[loss=0.2098, simple_loss=0.2965, pruned_loss=0.06154, over 12443.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0374, over 133.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2978, pruned_loss=0.06429, over 2477658.50 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06468, over 23502.27 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3141, pruned_loss=0.06963, over 2444678.46 frames. utt_duration=1279 frames, utt_pad_proportion=0.05451, over 7654.91 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2971, pruned_loss=0.0645, over 2478282.66 frames. utt_duration=394.4 frames, utt_pad_proportion=0.0655, over 25210.09 utterances.], batch size: 133, lr: 6.05e-04
2022-08-22 20:33:14,245 INFO [train.py:927] (5/8) Epoch 5, batch 9200, giga_loss[loss=0.1937, simple_loss=0.281, pruned_loss=0.05318, over 12351.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03247, over 62.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3002, pruned_loss=0.06578, over 2477645.64 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06945, over 24921.26 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.314, pruned_loss=0.06928, over 2445309.46 frames. utt_duration=1280 frames, utt_pad_proportion=0.05397, over 7648.03 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2995, pruned_loss=0.06616, over 2478163.28 frames. utt_duration=374.5 frames, utt_pad_proportion=0.06996, over 26552.93 utterances.], batch size: 62, lr: 6.05e-04
2022-08-22 20:35:08,717 INFO [train.py:927] (5/8) Epoch 5, batch 9250, giga_loss[loss=0.2295, simple_loss=0.3178, pruned_loss=0.07058, over 12364.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04681, over 146.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.302, pruned_loss=0.06659, over 2477509.14 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06556, over 23859.24 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3135, pruned_loss=0.06897, over 2445936.07 frames. utt_duration=1286 frames, utt_pad_proportion=0.05272, over 7616.74 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3014, pruned_loss=0.06704, over 2478647.77 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06672, over 25867.46 utterances.], batch size: 146, lr: 6.05e-04
2022-08-22 20:37:15,208 INFO [train.py:927] (5/8) Epoch 5, batch 9300, giga_loss[loss=0.2218, simple_loss=0.3071, pruned_loss=0.06824, over 12454.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03337, over 105.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3032, pruned_loss=0.06677, over 2477686.58 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06491, over 23510.35 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.313, pruned_loss=0.06889, over 2446296.79 frames. utt_duration=1290 frames, utt_pad_proportion=0.05197, over 7592.63 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3029, pruned_loss=0.06715, over 2478802.35 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06611, over 25397.62 utterances.], batch size: 105, lr: 6.05e-04
2022-08-22 20:39:21,944 INFO [train.py:927] (5/8) Epoch 5, batch 9350, giga_loss[loss=0.2018, simple_loss=0.2854, pruned_loss=0.05909, over 12416.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05116, over 161.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3019, pruned_loss=0.06621, over 2477248.92 frames. utt_duration=438 frames, utt_pad_proportion=0.06106, over 22684.77 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3124, pruned_loss=0.06872, over 2446555.39 frames. utt_duration=1296 frames, utt_pad_proportion=0.05104, over 7561.00 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.302, pruned_loss=0.06663, over 2478783.35 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06267, over 24657.59 utterances.], batch size: 161, lr: 6.05e-04
2022-08-22 20:41:23,091 INFO [train.py:927] (5/8) Epoch 5, batch 9400, giga_loss[loss=0.1986, simple_loss=0.2862, pruned_loss=0.05548, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02682, over 48.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3015, pruned_loss=0.06645, over 2477565.98 frames. utt_duration=428.4 frames, utt_pad_proportion=0.0626, over 23194.90 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3123, pruned_loss=0.06876, over 2446561.48 frames. utt_duration=1297 frames, utt_pad_proportion=0.05046, over 7551.59 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3014, pruned_loss=0.06671, over 2479213.54 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06397, over 24974.11 utterances.], batch size: 48, lr: 6.04e-04
2022-08-22 20:43:30,086 INFO [train.py:927] (5/8) Epoch 5, batch 9450, giga_loss[loss=0.1933, simple_loss=0.2718, pruned_loss=0.05739, over 12420.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.02646, over 37.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2997, pruned_loss=0.06592, over 2477447.22 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0602, over 22193.59 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3115, pruned_loss=0.06866, over 2447421.01 frames. utt_duration=1292 frames, utt_pad_proportion=0.05327, over 7584.78 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2999, pruned_loss=0.06612, over 2479381.85 frames. utt_duration=409.3 frames, utt_pad_proportion=0.061, over 24301.64 utterances.], batch size: 37, lr: 6.04e-04
2022-08-22 20:45:35,120 INFO [train.py:927] (5/8) Epoch 5, batch 9500, giga_loss[loss=0.2068, simple_loss=0.2894, pruned_loss=0.06206, over 12428.00 frames. utt_duration=275.9 frames, utt_pad_proportion=0.05187, over 181.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2995, pruned_loss=0.06478, over 2477615.81 frames. utt_duration=438.9 frames, utt_pad_proportion=0.06033, over 22640.67 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3115, pruned_loss=0.06872, over 2448100.39 frames. utt_duration=1290 frames, utt_pad_proportion=0.05276, over 7597.89 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2995, pruned_loss=0.06484, over 2479067.30 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06114, over 24564.07 utterances.], batch size: 181, lr: 6.04e-04
2022-08-22 20:47:24,992 INFO [train.py:927] (5/8) Epoch 5, batch 9550, giga_loss[loss=0.2148, simple_loss=0.3054, pruned_loss=0.06211, over 12369.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02868, over 91.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3017, pruned_loss=0.06469, over 2477819.48 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06144, over 23521.00 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3116, pruned_loss=0.06876, over 2448108.10 frames. utt_duration=1292 frames, utt_pad_proportion=0.05234, over 7590.92 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3015, pruned_loss=0.06466, over 2479232.36 frames. utt_duration=395 frames, utt_pad_proportion=0.06213, over 25183.37 utterances.], batch size: 91, lr: 6.04e-04
2022-08-22 20:49:35,897 INFO [train.py:927] (5/8) Epoch 5, batch 9600, giga_loss[loss=0.218, simple_loss=0.3081, pruned_loss=0.06392, over 12402.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04875, over 161.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3018, pruned_loss=0.06456, over 2477719.40 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06069, over 23431.80 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3114, pruned_loss=0.06878, over 2448424.80 frames. utt_duration=1295 frames, utt_pad_proportion=0.05171, over 7573.14 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3017, pruned_loss=0.06445, over 2479100.28 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06151, over 25045.44 utterances.], batch size: 161, lr: 6.04e-04
2022-08-22 20:51:49,388 INFO [train.py:927] (5/8) Epoch 5, batch 9650, giga_loss[loss=0.2031, simple_loss=0.2979, pruned_loss=0.05421, over 12314.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.03324, over 70.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.303, pruned_loss=0.06477, over 2477788.69 frames. utt_duration=423 frames, utt_pad_proportion=0.06098, over 23499.91 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3121, pruned_loss=0.06896, over 2449003.65 frames. utt_duration=1293 frames, utt_pad_proportion=0.05116, over 7587.46 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3021, pruned_loss=0.06446, over 2478886.91 frames. utt_duration=397 frames, utt_pad_proportion=0.06182, over 25049.84 utterances.], batch size: 70, lr: 6.04e-04
2022-08-22 20:54:06,711 INFO [train.py:927] (5/8) Epoch 5, batch 9700, giga_loss[loss=0.2718, simple_loss=0.342, pruned_loss=0.1008, over 12407.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1741, over 356.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.305, pruned_loss=0.06607, over 2477677.75 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06561, over 23977.02 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3122, pruned_loss=0.06896, over 2449756.25 frames. utt_duration=1294 frames, utt_pad_proportion=0.05016, over 7581.73 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3041, pruned_loss=0.06576, over 2478521.77 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06633, over 25579.39 utterances.], batch size: 356, lr: 6.04e-04
2022-08-22 20:56:27,693 INFO [train.py:927] (5/8) Epoch 5, batch 9750, giga_loss[loss=0.2205, simple_loss=0.3037, pruned_loss=0.06865, over 12357.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03976, over 113.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3048, pruned_loss=0.06581, over 2477952.66 frames. utt_duration=428.1 frames, utt_pad_proportion=0.06346, over 23218.56 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3121, pruned_loss=0.06896, over 2450164.73 frames. utt_duration=1297 frames, utt_pad_proportion=0.04948, over 7567.11 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3041, pruned_loss=0.0655, over 2478769.63 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06443, over 24811.22 utterances.], batch size: 113, lr: 6.04e-04
2022-08-22 20:58:37,964 INFO [train.py:927] (5/8) Epoch 5, batch 9800, giga_loss[loss=0.2037, simple_loss=0.2906, pruned_loss=0.05838, over 12403.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.03762, over 161.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3027, pruned_loss=0.06444, over 2478679.98 frames. utt_duration=438.1 frames, utt_pad_proportion=0.06126, over 22692.43 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3118, pruned_loss=0.06888, over 2450910.98 frames. utt_duration=1298 frames, utt_pad_proportion=0.0485, over 7559.27 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3021, pruned_loss=0.06414, over 2479410.90 frames. utt_duration=407.6 frames, utt_pad_proportion=0.0626, over 24403.50 utterances.], batch size: 161, lr: 6.03e-04
2022-08-22 21:00:40,162 INFO [train.py:927] (5/8) Epoch 5, batch 9850, giga_loss[loss=0.256, simple_loss=0.3271, pruned_loss=0.09248, over 12384.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1019, over 257.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.303, pruned_loss=0.06493, over 2477976.60 frames. utt_duration=426 frames, utt_pad_proportion=0.06396, over 23332.80 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3121, pruned_loss=0.06905, over 2451414.37 frames. utt_duration=1293 frames, utt_pad_proportion=0.04861, over 7592.98 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3021, pruned_loss=0.06448, over 2478596.33 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06487, over 24926.06 utterances.], batch size: 257, lr: 6.03e-04
2022-08-22 21:02:33,603 INFO [train.py:927] (5/8) Epoch 5, batch 9900, giga_loss[loss=0.1834, simple_loss=0.2822, pruned_loss=0.04225, over 12331.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02823, over 74.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3047, pruned_loss=0.06605, over 2477837.04 frames. utt_duration=418 frames, utt_pad_proportion=0.06593, over 23779.19 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3119, pruned_loss=0.06904, over 2452058.60 frames. utt_duration=1292 frames, utt_pad_proportion=0.04823, over 7603.02 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3039, pruned_loss=0.06562, over 2478344.12 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06675, over 25375.46 utterances.], batch size: 74, lr: 6.03e-04
2022-08-22 21:04:32,789 INFO [train.py:927] (5/8) Epoch 5, batch 9950, libri_loss[loss=0.2377, simple_loss=0.3244, pruned_loss=0.07547, over 12384.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009923, over 38.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3036, pruned_loss=0.06628, over 2478164.34 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06647, over 24219.61 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3125, pruned_loss=0.06931, over 2452788.05 frames. utt_duration=1266 frames, utt_pad_proportion=0.05603, over 7758.46 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3024, pruned_loss=0.06564, over 2478500.92 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06532, over 25711.59 utterances.], batch size: 38, lr: 6.03e-04
2022-08-22 21:06:15,057 INFO [train.py:927] (5/8) Epoch 5, batch 10000, giga_loss[loss=0.2469, simple_loss=0.3298, pruned_loss=0.08204, over 12366.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3076, pruned_loss=0.06895, over 2477738.42 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06656, over 24339.33 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3124, pruned_loss=0.06921, over 2452850.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.05542, over 7745.21 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3066, pruned_loss=0.06851, over 2478301.00 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06588, over 25767.11 utterances.], batch size: 91, lr: 6.03e-04
2022-08-22 21:07:57,858 INFO [train.py:927] (5/8) Epoch 5, batch 10050, giga_loss[loss=0.2484, simple_loss=0.3203, pruned_loss=0.08822, over 12427.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06656, over 184.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3144, pruned_loss=0.07323, over 2476912.01 frames. utt_duration=425.8 frames, utt_pad_proportion=0.06536, over 23338.38 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3126, pruned_loss=0.06922, over 2452884.88 frames. utt_duration=1269 frames, utt_pad_proportion=0.0552, over 7741.48 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3134, pruned_loss=0.0729, over 2477435.36 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06494, over 24535.30 utterances.], batch size: 184, lr: 6.03e-04
2022-08-22 21:09:41,517 INFO [train.py:927] (5/8) Epoch 5, batch 10100, giga_loss[loss=0.179, simple_loss=0.2565, pruned_loss=0.05081, over 12374.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.02667, over 62.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3094, pruned_loss=0.07184, over 2476316.70 frames. utt_duration=443.9 frames, utt_pad_proportion=0.06447, over 22380.43 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.313, pruned_loss=0.06925, over 2453138.53 frames. utt_duration=1270 frames, utt_pad_proportion=0.05454, over 7733.38 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3083, pruned_loss=0.07161, over 2476840.97 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06441, over 23537.30 utterances.], batch size: 62, lr: 6.03e-04
2022-08-22 21:11:23,883 INFO [train.py:927] (5/8) Epoch 5, batch 10150, giga_loss[loss=0.2096, simple_loss=0.2762, pruned_loss=0.07152, over 12408.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06831, over 211.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.301, pruned_loss=0.06877, over 2476023.31 frames. utt_duration=460.9 frames, utt_pad_proportion=0.0633, over 21550.51 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3129, pruned_loss=0.06925, over 2453292.37 frames. utt_duration=1273 frames, utt_pad_proportion=0.05369, over 7715.87 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3001, pruned_loss=0.06859, over 2476715.62 frames. utt_duration=437.2 frames, utt_pad_proportion=0.0636, over 22731.60 utterances.], batch size: 211, lr: 6.02e-04
2022-08-22 21:13:06,541 INFO [train.py:927] (5/8) Epoch 5, batch 10200, giga_loss[loss=0.1962, simple_loss=0.2739, pruned_loss=0.05925, over 12199.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03297, over 42.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2927, pruned_loss=0.06559, over 2475261.90 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06062, over 20319.27 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3123, pruned_loss=0.06888, over 2453672.63 frames. utt_duration=1278 frames, utt_pad_proportion=0.05271, over 7689.29 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2922, pruned_loss=0.06574, over 2475968.75 frames. utt_duration=460.1 frames, utt_pad_proportion=0.06139, over 21587.65 utterances.], batch size: 42, lr: 6.02e-04
2022-08-22 21:14:48,278 INFO [train.py:927] (5/8) Epoch 5, batch 10250, giga_loss[loss=0.1947, simple_loss=0.2752, pruned_loss=0.0571, over 12419.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03474, over 113.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2883, pruned_loss=0.06394, over 2474467.93 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06193, over 19508.88 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3124, pruned_loss=0.06921, over 2454256.51 frames. utt_duration=1256 frames, utt_pad_proportion=0.06008, over 7824.28 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2871, pruned_loss=0.06362, over 2475171.05 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06006, over 20787.78 utterances.], batch size: 113, lr: 6.02e-04
2022-08-22 21:16:27,637 INFO [train.py:927] (5/8) Epoch 5, batch 10300, giga_loss[loss=0.2192, simple_loss=0.2828, pruned_loss=0.07775, over 12345.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03057, over 51.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2844, pruned_loss=0.0625, over 2474508.15 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06158, over 19286.08 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3126, pruned_loss=0.06918, over 2454927.83 frames. utt_duration=1256 frames, utt_pad_proportion=0.05913, over 7829.70 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2826, pruned_loss=0.06211, over 2475003.16 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06045, over 20629.78 utterances.], batch size: 51, lr: 6.02e-04
2022-08-22 21:18:08,640 INFO [train.py:927] (5/8) Epoch 5, batch 10350, giga_loss[loss=0.179, simple_loss=0.2473, pruned_loss=0.05534, over 12350.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1914, over 363.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.28, pruned_loss=0.06093, over 2474179.52 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06403, over 18819.86 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3127, pruned_loss=0.06918, over 2455163.75 frames. utt_duration=1259 frames, utt_pad_proportion=0.05798, over 7809.15 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2776, pruned_loss=0.06044, over 2474812.24 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06334, over 20157.89 utterances.], batch size: 363, lr: 6.02e-04
2022-08-22 21:19:49,051 INFO [train.py:927] (5/8) Epoch 5, batch 10400, giga_loss[loss=0.181, simple_loss=0.2604, pruned_loss=0.0508, over 12349.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02992, over 48.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2763, pruned_loss=0.05896, over 2474766.67 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06469, over 18899.32 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3131, pruned_loss=0.06937, over 2455851.58 frames. utt_duration=1241 frames, utt_pad_proportion=0.06181, over 7922.31 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.273, pruned_loss=0.0581, over 2475255.15 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06291, over 20233.40 utterances.], batch size: 48, lr: 6.02e-04
2022-08-22 21:21:33,181 INFO [train.py:927] (5/8) Epoch 5, batch 10450, giga_loss[loss=0.2848, simple_loss=0.3398, pruned_loss=0.1149, over 12373.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2721, pruned_loss=0.0577, over 2474849.17 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06494, over 18948.45 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3129, pruned_loss=0.06936, over 2456111.38 frames. utt_duration=1244 frames, utt_pad_proportion=0.06136, over 7907.13 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2693, pruned_loss=0.05693, over 2475173.34 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06368, over 20104.81 utterances.], batch size: 257, lr: 6.02e-04
2022-08-22 21:23:16,151 INFO [train.py:927] (5/8) Epoch 5, batch 10500, giga_loss[loss=0.2677, simple_loss=0.3456, pruned_loss=0.09489, over 12425.00 frames. utt_duration=754.5 frames, utt_pad_proportion=0.02387, over 66.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2822, pruned_loss=0.06355, over 2475323.25 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06893, over 19818.05 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3128, pruned_loss=0.06937, over 2456245.09 frames. utt_duration=1245 frames, utt_pad_proportion=0.06069, over 7898.58 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2796, pruned_loss=0.0628, over 2475698.44 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06802, over 20876.32 utterances.], batch size: 66, lr: 6.02e-04
2022-08-22 21:24:59,555 INFO [train.py:927] (5/8) Epoch 5, batch 10550, giga_loss[loss=0.2389, simple_loss=0.3211, pruned_loss=0.07837, over 12377.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03302, over 122.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.293, pruned_loss=0.06819, over 2474907.97 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06415, over 19078.68 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3131, pruned_loss=0.06946, over 2456794.72 frames. utt_duration=1249 frames, utt_pad_proportion=0.05954, over 7875.31 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2901, pruned_loss=0.06742, over 2475113.63 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06408, over 20200.70 utterances.], batch size: 122, lr: 6.01e-04
2022-08-22 21:26:42,390 INFO [train.py:927] (5/8) Epoch 5, batch 10600, giga_loss[loss=0.2493, simple_loss=0.3378, pruned_loss=0.08041, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04065, over 114.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2982, pruned_loss=0.06928, over 2475444.27 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06036, over 18472.17 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3137, pruned_loss=0.06974, over 2457158.16 frames. utt_duration=1251 frames, utt_pad_proportion=0.05861, over 7865.87 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2951, pruned_loss=0.06841, over 2475606.42 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06083, over 19558.68 utterances.], batch size: 114, lr: 6.01e-04
2022-08-22 21:28:25,360 INFO [train.py:927] (5/8) Epoch 5, batch 10650, giga_loss[loss=0.2726, simple_loss=0.349, pruned_loss=0.09809, over 12458.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.0308, over 75.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3017, pruned_loss=0.07113, over 2475719.20 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05733, over 17979.24 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3134, pruned_loss=0.06957, over 2457036.75 frames. utt_duration=1254 frames, utt_pad_proportion=0.05799, over 7844.02 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2993, pruned_loss=0.0706, over 2476220.47 frames. utt_duration=522.7 frames, utt_pad_proportion=0.05811, over 19003.95 utterances.], batch size: 75, lr: 6.01e-04
2022-08-22 21:30:08,780 INFO [train.py:927] (5/8) Epoch 5, batch 10700, giga_loss[loss=0.2346, simple_loss=0.3172, pruned_loss=0.07603, over 12383.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02577, over 66.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3058, pruned_loss=0.07361, over 2474200.88 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06016, over 17709.44 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3128, pruned_loss=0.06942, over 2456973.05 frames. utt_duration=1260 frames, utt_pad_proportion=0.05731, over 7808.36 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3043, pruned_loss=0.0734, over 2474972.00 frames. utt_duration=529.8 frames, utt_pad_proportion=0.0609, over 18738.94 utterances.], batch size: 66, lr: 6.01e-04
2022-08-22 21:31:49,603 INFO [train.py:927] (5/8) Epoch 5, batch 10750, giga_loss[loss=0.2251, simple_loss=0.3128, pruned_loss=0.06871, over 12417.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02427, over 48.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3091, pruned_loss=0.07455, over 2474085.79 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05896, over 17097.76 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3123, pruned_loss=0.06938, over 2456891.59 frames. utt_duration=1244 frames, utt_pad_proportion=0.06342, over 7909.32 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3082, pruned_loss=0.07465, over 2475542.61 frames. utt_duration=543.8 frames, utt_pad_proportion=0.05744, over 18258.86 utterances.], batch size: 48, lr: 6.01e-04
2022-08-22 21:33:31,173 INFO [train.py:927] (5/8) Epoch 5, batch 10800, giga_loss[loss=0.2674, simple_loss=0.3391, pruned_loss=0.09787, over 12374.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07064, over 211.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3124, pruned_loss=0.07541, over 2474056.84 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05927, over 17179.55 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3124, pruned_loss=0.06946, over 2457434.82 frames. utt_duration=1244 frames, utt_pad_proportion=0.06243, over 7908.99 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3115, pruned_loss=0.07556, over 2475214.60 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05842, over 18363.66 utterances.], batch size: 211, lr: 6.01e-04
2022-08-22 21:35:12,721 INFO [train.py:927] (5/8) Epoch 5, batch 10850, giga_loss[loss=0.2781, simple_loss=0.3377, pruned_loss=0.1092, over 12378.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1082, over 259.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3119, pruned_loss=0.07389, over 2473827.33 frames. utt_duration=614.6 frames, utt_pad_proportion=0.05597, over 16140.91 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3116, pruned_loss=0.0692, over 2457319.85 frames. utt_duration=1252 frames, utt_pad_proportion=0.06073, over 7861.34 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3119, pruned_loss=0.07445, over 2475453.20 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05609, over 17453.31 utterances.], batch size: 259, lr: 6.01e-04
2022-08-22 21:36:54,841 INFO [train.py:927] (5/8) Epoch 5, batch 10900, giga_loss[loss=0.2301, simple_loss=0.3082, pruned_loss=0.076, over 12332.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04676, over 26.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3125, pruned_loss=0.07412, over 2472625.84 frames. utt_duration=637.8 frames, utt_pad_proportion=0.05477, over 15543.61 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3113, pruned_loss=0.06909, over 2457789.81 frames. utt_duration=1257 frames, utt_pad_proportion=0.0591, over 7827.65 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3128, pruned_loss=0.07482, over 2474021.95 frames. utt_duration=587.6 frames, utt_pad_proportion=0.05555, over 16885.29 utterances.], batch size: 26, lr: 6.01e-04
2022-08-22 21:38:37,823 INFO [train.py:927] (5/8) Epoch 5, batch 10950, libri_loss[loss=0.221, simple_loss=0.3202, pruned_loss=0.06087, over 12178.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006944, over 33.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3149, pruned_loss=0.07693, over 2473175.09 frames. utt_duration=641.9 frames, utt_pad_proportion=0.05161, over 15448.85 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3112, pruned_loss=0.06911, over 2457635.39 frames. utt_duration=1262 frames, utt_pad_proportion=0.05828, over 7796.36 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3154, pruned_loss=0.07759, over 2474703.69 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05277, over 16685.13 utterances.], batch size: 33, lr: 6.00e-04
2022-08-22 21:40:20,681 INFO [train.py:927] (5/8) Epoch 5, batch 11000, giga_loss[loss=0.2169, simple_loss=0.3001, pruned_loss=0.06687, over 12320.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04827, over 26.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3155, pruned_loss=0.07812, over 2472988.03 frames. utt_duration=636.8 frames, utt_pad_proportion=0.05595, over 15569.61 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3122, pruned_loss=0.06955, over 2458556.43 frames. utt_duration=1249 frames, utt_pad_proportion=0.06146, over 7881.32 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3151, pruned_loss=0.07853, over 2473840.90 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05504, over 16744.76 utterances.], batch size: 26, lr: 6.00e-04
2022-08-22 21:42:04,427 INFO [train.py:927] (5/8) Epoch 5, batch 11050, giga_loss[loss=0.2104, simple_loss=0.2947, pruned_loss=0.06306, over 12243.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02945, over 42.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3136, pruned_loss=0.07738, over 2472291.10 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05899, over 16115.48 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3117, pruned_loss=0.06933, over 2458413.39 frames. utt_duration=1251 frames, utt_pad_proportion=0.06094, over 7871.67 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3138, pruned_loss=0.07815, over 2473473.16 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05828, over 17287.48 utterances.], batch size: 42, lr: 6.00e-04
2022-08-22 21:43:48,760 INFO [train.py:927] (5/8) Epoch 5, batch 11100, giga_loss[loss=0.1782, simple_loss=0.2636, pruned_loss=0.04642, over 12405.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04307, over 26.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.312, pruned_loss=0.07657, over 2471801.81 frames. utt_duration=579.3 frames, utt_pad_proportion=0.06513, over 17111.84 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3114, pruned_loss=0.06927, over 2458586.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.06366, over 7914.61 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3125, pruned_loss=0.07754, over 2473099.56 frames. utt_duration=540 frames, utt_pad_proportion=0.06337, over 18369.32 utterances.], batch size: 26, lr: 6.00e-04
2022-08-22 21:45:38,954 INFO [train.py:927] (5/8) Epoch 5, batch 11150, giga_loss[loss=0.1809, simple_loss=0.2636, pruned_loss=0.04906, over 12330.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03433, over 51.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3069, pruned_loss=0.07432, over 2472171.96 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06759, over 17609.58 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3113, pruned_loss=0.06923, over 2458515.50 frames. utt_duration=1245 frames, utt_pad_proportion=0.06343, over 7906.03 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3074, pruned_loss=0.07514, over 2473325.38 frames. utt_duration=532 frames, utt_pad_proportion=0.06621, over 18649.93 utterances.], batch size: 51, lr: 6.00e-04
2022-08-22 21:47:22,777 INFO [train.py:927] (5/8) Epoch 5, batch 11200, giga_loss[loss=0.236, simple_loss=0.3115, pruned_loss=0.08022, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03312, over 43.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3045, pruned_loss=0.07322, over 2473156.37 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06953, over 18383.67 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3121, pruned_loss=0.06977, over 2458737.63 frames. utt_duration=1231 frames, utt_pad_proportion=0.06605, over 7996.80 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3041, pruned_loss=0.07351, over 2474187.05 frames. utt_duration=513 frames, utt_pad_proportion=0.06745, over 19348.32 utterances.], batch size: 43, lr: 6.00e-04
2022-08-22 21:49:05,745 INFO [train.py:927] (5/8) Epoch 5, batch 11250, giga_loss[loss=0.2477, simple_loss=0.3179, pruned_loss=0.08874, over 12356.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04189, over 113.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3046, pruned_loss=0.07347, over 2473817.26 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06761, over 18426.02 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3119, pruned_loss=0.0696, over 2459375.88 frames. utt_duration=1238 frames, utt_pad_proportion=0.06441, over 7957.46 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3042, pruned_loss=0.074, over 2474602.78 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06669, over 19629.15 utterances.], batch size: 113, lr: 6.00e-04
2022-08-22 21:50:46,742 INFO [train.py:927] (5/8) Epoch 5, batch 11300, giga_loss[loss=0.2068, simple_loss=0.2861, pruned_loss=0.06377, over 12400.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03332, over 80.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3025, pruned_loss=0.07308, over 2472744.89 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06774, over 18755.53 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3117, pruned_loss=0.06959, over 2459346.40 frames. utt_duration=1243 frames, utt_pad_proportion=0.06328, over 7922.83 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3022, pruned_loss=0.07359, over 2473718.32 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06739, over 19962.71 utterances.], batch size: 80, lr: 5.99e-04
2022-08-22 21:52:30,798 INFO [train.py:927] (5/8) Epoch 5, batch 11350, giga_loss[loss=0.2122, simple_loss=0.2864, pruned_loss=0.06901, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02622, over 45.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.2987, pruned_loss=0.07141, over 2473250.40 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06177, over 17791.04 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3117, pruned_loss=0.06972, over 2459454.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.0625, over 7912.06 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2982, pruned_loss=0.07175, over 2474086.38 frames. utt_duration=525.5 frames, utt_pad_proportion=0.0621, over 18886.07 utterances.], batch size: 45, lr: 5.99e-04
2022-08-22 21:54:11,678 INFO [train.py:927] (5/8) Epoch 5, batch 11400, libri_loss[loss=0.2459, simple_loss=0.3282, pruned_loss=0.0818, over 12460.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01381, over 40.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2945, pruned_loss=0.06972, over 2472785.05 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06342, over 17420.08 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3115, pruned_loss=0.0698, over 2459673.52 frames. utt_duration=1251 frames, utt_pad_proportion=0.06143, over 7874.73 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.294, pruned_loss=0.06994, over 2473557.09 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06405, over 18551.23 utterances.], batch size: 40, lr: 5.99e-04
2022-08-22 21:55:53,224 INFO [train.py:927] (5/8) Epoch 5, batch 11450, giga_loss[loss=0.1897, simple_loss=0.2704, pruned_loss=0.05451, over 12444.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04359, over 134.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2917, pruned_loss=0.06851, over 2473174.76 frames. utt_duration=572.6 frames, utt_pad_proportion=0.0621, over 17323.53 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3111, pruned_loss=0.06978, over 2459674.76 frames. utt_duration=1249 frames, utt_pad_proportion=0.06153, over 7885.40 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2911, pruned_loss=0.06868, over 2474209.34 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06266, over 18526.65 utterances.], batch size: 134, lr: 5.99e-04
2022-08-22 21:57:34,092 INFO [train.py:927] (5/8) Epoch 5, batch 11500, libri_loss[loss=0.2208, simple_loss=0.3103, pruned_loss=0.06568, over 12303.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005892, over 35.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2902, pruned_loss=0.06777, over 2472647.38 frames. utt_duration=589 frames, utt_pad_proportion=0.06107, over 16834.89 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3112, pruned_loss=0.06971, over 2459904.05 frames. utt_duration=1241 frames, utt_pad_proportion=0.06489, over 7938.82 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2891, pruned_loss=0.06792, over 2473650.79 frames. utt_duration=551.1 frames, utt_pad_proportion=0.0603, over 18002.03 utterances.], batch size: 35, lr: 5.99e-04
2022-08-22 21:59:17,648 INFO [train.py:927] (5/8) Epoch 5, batch 11550, libri_loss[loss=0.1966, simple_loss=0.2774, pruned_loss=0.05794, over 12271.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.008454, over 28.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2924, pruned_loss=0.06957, over 2471976.67 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06384, over 17157.60 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3112, pruned_loss=0.06994, over 2459755.94 frames. utt_duration=1234 frames, utt_pad_proportion=0.06832, over 7982.40 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.291, pruned_loss=0.06946, over 2473249.95 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06178, over 18307.45 utterances.], batch size: 28, lr: 5.99e-04
2022-08-22 22:01:00,352 INFO [train.py:927] (5/8) Epoch 5, batch 11600, giga_loss[loss=0.3048, simple_loss=0.3661, pruned_loss=0.1217, over 12365.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 182.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.2996, pruned_loss=0.07369, over 2472835.11 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06465, over 17349.01 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3122, pruned_loss=0.07013, over 2460047.04 frames. utt_duration=1237 frames, utt_pad_proportion=0.06752, over 7964.76 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.2974, pruned_loss=0.07346, over 2473755.66 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06324, over 18385.38 utterances.], batch size: 182, lr: 5.99e-04
2022-08-22 22:02:43,878 INFO [train.py:927] (5/8) Epoch 5, batch 11650, giga_loss[loss=0.2648, simple_loss=0.3418, pruned_loss=0.09389, over 12270.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02974, over 45.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3049, pruned_loss=0.0763, over 2472912.30 frames. utt_duration=549.8 frames, utt_pad_proportion=0.07148, over 18039.64 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.312, pruned_loss=0.07006, over 2460073.02 frames. utt_duration=1238 frames, utt_pad_proportion=0.06677, over 7958.37 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3031, pruned_loss=0.07627, over 2473842.04 frames. utt_duration=521.2 frames, utt_pad_proportion=0.07038, over 19041.97 utterances.], batch size: 45, lr: 5.99e-04
2022-08-22 22:04:26,050 INFO [train.py:927] (5/8) Epoch 5, batch 11700, giga_loss[loss=0.3691, simple_loss=0.4042, pruned_loss=0.167, over 12387.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3115, pruned_loss=0.07914, over 2473108.14 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06976, over 18398.23 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3118, pruned_loss=0.07016, over 2460413.53 frames. utt_duration=1228 frames, utt_pad_proportion=0.06988, over 8022.93 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3101, pruned_loss=0.07918, over 2473803.56 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06778, over 19369.39 utterances.], batch size: 259, lr: 5.98e-04
2022-08-22 22:06:08,338 INFO [train.py:927] (5/8) Epoch 5, batch 11750, giga_loss[loss=0.2361, simple_loss=0.3149, pruned_loss=0.07867, over 12459.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03384, over 98.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.312, pruned_loss=0.0784, over 2473176.89 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06494, over 18382.25 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3119, pruned_loss=0.07021, over 2460236.70 frames. utt_duration=1230 frames, utt_pad_proportion=0.06905, over 8009.65 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3109, pruned_loss=0.0785, over 2474040.73 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06387, over 19292.53 utterances.], batch size: 98, lr: 5.98e-04
2022-08-22 22:07:49,105 INFO [train.py:927] (5/8) Epoch 5, batch 11800, giga_loss[loss=0.2063, simple_loss=0.3004, pruned_loss=0.05613, over 12378.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03124, over 62.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3104, pruned_loss=0.07636, over 2473331.54 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06322, over 18532.32 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3115, pruned_loss=0.07014, over 2460287.18 frames. utt_duration=1234 frames, utt_pad_proportion=0.06842, over 7981.67 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3099, pruned_loss=0.0766, over 2474126.61 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06266, over 19409.83 utterances.], batch size: 62, lr: 5.98e-04
2022-08-22 22:09:32,391 INFO [train.py:927] (5/8) Epoch 5, batch 11850, giga_loss[loss=0.2169, simple_loss=0.2984, pruned_loss=0.06771, over 12434.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.04216, over 26.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3136, pruned_loss=0.07709, over 2474081.54 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06443, over 18598.94 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3132, pruned_loss=0.07069, over 2460324.46 frames. utt_duration=1236 frames, utt_pad_proportion=0.06724, over 7969.28 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3116, pruned_loss=0.07689, over 2474995.45 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06438, over 19564.97 utterances.], batch size: 26, lr: 5.98e-04
2022-08-22 22:11:17,990 INFO [train.py:927] (5/8) Epoch 5, batch 11900, giga_loss[loss=0.2005, simple_loss=0.2805, pruned_loss=0.06025, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04786, over 31.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3155, pruned_loss=0.07851, over 2473298.61 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05955, over 17892.43 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3133, pruned_loss=0.07085, over 2460458.55 frames. utt_duration=1239 frames, utt_pad_proportion=0.06616, over 7954.96 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3138, pruned_loss=0.07836, over 2474147.13 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06011, over 18865.37 utterances.], batch size: 31, lr: 5.98e-04
2022-08-22 22:13:04,569 INFO [train.py:927] (5/8) Epoch 5, batch 11950, giga_loss[loss=0.2485, simple_loss=0.3274, pruned_loss=0.08481, over 12465.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02956, over 55.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.316, pruned_loss=0.07965, over 2473090.37 frames. utt_duration=568.2 frames, utt_pad_proportion=0.0566, over 17454.68 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3127, pruned_loss=0.07078, over 2460654.90 frames. utt_duration=1242 frames, utt_pad_proportion=0.06569, over 7935.93 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3153, pruned_loss=0.07984, over 2473960.72 frames. utt_duration=535.7 frames, utt_pad_proportion=0.05728, over 18525.39 utterances.], batch size: 55, lr: 5.98e-04
2022-08-22 22:14:47,738 INFO [train.py:927] (5/8) Epoch 5, batch 12000, giga_loss[loss=0.2463, simple_loss=0.3183, pruned_loss=0.08716, over 12367.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03144, over 51.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3179, pruned_loss=0.08079, over 2472390.51 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05982, over 17730.58 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3128, pruned_loss=0.07085, over 2460491.69 frames. utt_duration=1231 frames, utt_pad_proportion=0.06927, over 8002.00 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3173, pruned_loss=0.08099, over 2473368.76 frames. utt_duration=532.2 frames, utt_pad_proportion=0.05884, over 18640.41 utterances.], batch size: 51, lr: 5.98e-04
2022-08-22 22:14:47,740 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 22:15:00,906 INFO [train.py:967] (5/8) 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 22:16:44,576 INFO [train.py:927] (5/8) Epoch 5, batch 12050, giga_loss[loss=0.2536, simple_loss=0.3285, pruned_loss=0.08931, over 12430.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04316, over 34.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3197, pruned_loss=0.08108, over 2472615.25 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05669, over 17319.11 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3127, pruned_loss=0.07094, over 2460769.26 frames. utt_duration=1231 frames, utt_pad_proportion=0.06898, over 8007.67 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3194, pruned_loss=0.08134, over 2473353.05 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05607, over 18205.83 utterances.], batch size: 34, lr: 5.98e-04
2022-08-22 22:18:25,668 INFO [train.py:927] (5/8) Epoch 5, batch 12100, giga_loss[loss=0.2187, simple_loss=0.3072, pruned_loss=0.0651, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.0301, over 58.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3195, pruned_loss=0.08101, over 2472317.09 frames. utt_duration=544.6 frames, utt_pad_proportion=0.065, over 18207.42 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3134, pruned_loss=0.07094, over 2460878.47 frames. utt_duration=1223 frames, utt_pad_proportion=0.07201, over 8058.95 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3188, pruned_loss=0.08144, over 2473082.75 frames. utt_duration=519.6 frames, utt_pad_proportion=0.063, over 19092.96 utterances.], batch size: 58, lr: 5.97e-04
2022-08-22 22:20:10,083 INFO [train.py:927] (5/8) Epoch 5, batch 12150, giga_loss[loss=0.2347, simple_loss=0.3178, pruned_loss=0.07576, over 12375.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02801, over 66.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3171, pruned_loss=0.07987, over 2472383.75 frames. utt_duration=584.8 frames, utt_pad_proportion=0.05962, over 16955.57 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3135, pruned_loss=0.07115, over 2461049.19 frames. utt_duration=1227 frames, utt_pad_proportion=0.07081, over 8029.72 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3166, pruned_loss=0.08024, over 2473098.68 frames. utt_duration=554 frames, utt_pad_proportion=0.05857, over 17903.55 utterances.], batch size: 66, lr: 5.97e-04
2022-08-22 22:21:51,072 INFO [train.py:927] (5/8) Epoch 5, batch 12200, libri_loss[loss=0.2457, simple_loss=0.3295, pruned_loss=0.08095, over 12471.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03312, over 46.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3168, pruned_loss=0.07948, over 2472448.32 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05871, over 16139.78 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3135, pruned_loss=0.07124, over 2461748.75 frames. utt_duration=1230 frames, utt_pad_proportion=0.0695, over 8018.20 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3164, pruned_loss=0.07989, over 2472622.30 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05833, over 17102.20 utterances.], batch size: 46, lr: 5.97e-04
2022-08-22 22:23:31,593 INFO [train.py:927] (5/8) Epoch 5, batch 12250, giga_loss[loss=0.2277, simple_loss=0.3126, pruned_loss=0.07139, over 12373.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.03975, over 37.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3165, pruned_loss=0.07886, over 2472490.65 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05868, over 16185.93 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3134, pruned_loss=0.07127, over 2461823.62 frames. utt_duration=1232 frames, utt_pad_proportion=0.06911, over 8004.09 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3163, pruned_loss=0.07923, over 2472654.12 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05851, over 17026.59 utterances.], batch size: 37, lr: 5.97e-04
2022-08-22 22:25:11,977 INFO [train.py:927] (5/8) Epoch 5, batch 12300, giga_loss[loss=0.237, simple_loss=0.3168, pruned_loss=0.07855, over 12405.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.04037, over 43.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3163, pruned_loss=0.07905, over 2472470.70 frames. utt_duration=618.8 frames, utt_pad_proportion=0.05965, over 16020.22 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3138, pruned_loss=0.07148, over 2461946.01 frames. utt_duration=1234 frames, utt_pad_proportion=0.06825, over 7992.81 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.316, pruned_loss=0.07937, over 2472769.43 frames. utt_duration=586 frames, utt_pad_proportion=0.05968, over 16923.26 utterances.], batch size: 43, lr: 5.97e-04
2022-08-22 22:26:53,307 INFO [train.py:927] (5/8) Epoch 5, batch 12350, giga_loss[loss=0.2053, simple_loss=0.286, pruned_loss=0.06234, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0311, over 45.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3143, pruned_loss=0.07795, over 2472898.19 frames. utt_duration=622.8 frames, utt_pad_proportion=0.06151, over 15920.67 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3145, pruned_loss=0.07162, over 2462107.61 frames. utt_duration=1239 frames, utt_pad_proportion=0.06647, over 7959.53 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3134, pruned_loss=0.0783, over 2473358.25 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06217, over 16948.18 utterances.], batch size: 45, lr: 5.97e-04
2022-08-22 22:28:32,597 INFO [train.py:927] (5/8) Epoch 5, batch 12400, giga_loss[loss=0.2599, simple_loss=0.3393, pruned_loss=0.09026, over 12405.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03793, over 113.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3111, pruned_loss=0.07688, over 2472291.49 frames. utt_duration=640.9 frames, utt_pad_proportion=0.06165, over 15466.67 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3142, pruned_loss=0.07187, over 2462085.36 frames. utt_duration=1243 frames, utt_pad_proportion=0.06521, over 7930.19 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3107, pruned_loss=0.07709, over 2472970.97 frames. utt_duration=600.3 frames, utt_pad_proportion=0.06268, over 16519.61 utterances.], batch size: 113, lr: 5.97e-04
2022-08-22 22:30:14,169 INFO [train.py:927] (5/8) Epoch 5, batch 12450, giga_loss[loss=0.2237, simple_loss=0.2963, pruned_loss=0.0756, over 12373.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03073, over 97.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3082, pruned_loss=0.07637, over 2472365.11 frames. utt_duration=625.5 frames, utt_pad_proportion=0.06411, over 15849.07 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.314, pruned_loss=0.07215, over 2461872.82 frames. utt_duration=1247 frames, utt_pad_proportion=0.06404, over 7904.42 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.308, pruned_loss=0.07642, over 2473399.87 frames. utt_duration=585.7 frames, utt_pad_proportion=0.0653, over 16934.17 utterances.], batch size: 97, lr: 5.97e-04
2022-08-22 22:31:51,920 INFO [train.py:927] (5/8) Epoch 5, batch 12500, giga_loss[loss=0.2055, simple_loss=0.2799, pruned_loss=0.06552, over 12387.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04307, over 26.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3039, pruned_loss=0.07465, over 2472008.78 frames. utt_duration=635.9 frames, utt_pad_proportion=0.06009, over 15587.00 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3138, pruned_loss=0.07233, over 2462178.36 frames. utt_duration=1251 frames, utt_pad_proportion=0.06306, over 7881.56 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3037, pruned_loss=0.07457, over 2472749.22 frames. utt_duration=597 frames, utt_pad_proportion=0.06167, over 16608.77 utterances.], batch size: 26, lr: 5.96e-04
2022-08-22 22:33:35,549 INFO [train.py:927] (5/8) Epoch 5, batch 12550, giga_loss[loss=0.22, simple_loss=0.292, pruned_loss=0.07401, over 12260.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02814, over 42.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3018, pruned_loss=0.07326, over 2471526.85 frames. utt_duration=650.9 frames, utt_pad_proportion=0.05841, over 15223.25 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3141, pruned_loss=0.07264, over 2462389.13 frames. utt_duration=1252 frames, utt_pad_proportion=0.06243, over 7876.43 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3012, pruned_loss=0.07296, over 2472046.67 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06003, over 16133.12 utterances.], batch size: 42, lr: 5.96e-04
2022-08-22 22:35:18,219 INFO [train.py:927] (5/8) Epoch 5, batch 12600, giga_loss[loss=0.1846, simple_loss=0.2776, pruned_loss=0.04586, over 12347.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3051, pruned_loss=0.07453, over 2472024.77 frames. utt_duration=610.3 frames, utt_pad_proportion=0.05884, over 16240.94 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3144, pruned_loss=0.07299, over 2462542.28 frames. utt_duration=1258 frames, utt_pad_proportion=0.06106, over 7836.69 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3041, pruned_loss=0.07399, over 2472551.45 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06053, over 17213.31 utterances.], batch size: 70, lr: 5.96e-04
2022-08-22 22:36:59,300 INFO [train.py:927] (5/8) Epoch 5, batch 12650, giga_loss[loss=0.2431, simple_loss=0.3251, pruned_loss=0.08058, over 12373.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05485, over 181.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3069, pruned_loss=0.0749, over 2472835.22 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06115, over 17433.26 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3152, pruned_loss=0.07382, over 2462865.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.06854, over 7985.84 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3053, pruned_loss=0.07382, over 2473189.06 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05965, over 18263.14 utterances.], batch size: 181, lr: 5.96e-04
2022-08-22 22:38:40,016 INFO [train.py:927] (5/8) Epoch 5, batch 12700, libri_loss[loss=0.2054, simple_loss=0.2729, pruned_loss=0.06898, over 12428.00 frames. utt_duration=1716 frames, utt_pad_proportion=0.01099, over 29.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3064, pruned_loss=0.07444, over 2473806.73 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06061, over 17847.31 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.315, pruned_loss=0.07402, over 2462885.21 frames. utt_duration=1241 frames, utt_pad_proportion=0.06729, over 7949.50 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3051, pruned_loss=0.07342, over 2474314.57 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05989, over 18769.41 utterances.], batch size: 29, lr: 5.96e-04
2022-08-22 22:40:20,604 INFO [train.py:927] (5/8) Epoch 5, batch 12750, giga_loss[loss=0.2339, simple_loss=0.3186, pruned_loss=0.07462, over 12425.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03813, over 133.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3078, pruned_loss=0.07577, over 2474099.06 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06375, over 18132.91 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3154, pruned_loss=0.07456, over 2463385.05 frames. utt_duration=1232 frames, utt_pad_proportion=0.06977, over 8009.66 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3062, pruned_loss=0.07451, over 2474355.16 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06209, over 19083.85 utterances.], batch size: 133, lr: 5.96e-04
2022-08-22 22:42:00,931 INFO [train.py:927] (5/8) Epoch 5, batch 12800, giga_loss[loss=0.225, simple_loss=0.3102, pruned_loss=0.06991, over 12358.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02842, over 91.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.309, pruned_loss=0.07584, over 2473969.33 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06149, over 17650.10 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3156, pruned_loss=0.07459, over 2463350.65 frames. utt_duration=1236 frames, utt_pad_proportion=0.0686, over 7984.49 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3074, pruned_loss=0.07484, over 2474458.25 frames. utt_duration=532.2 frames, utt_pad_proportion=0.0606, over 18649.24 utterances.], batch size: 91, lr: 5.96e-04
2022-08-22 22:43:40,310 INFO [train.py:927] (5/8) Epoch 5, batch 12850, giga_loss[loss=0.2526, simple_loss=0.3367, pruned_loss=0.08421, over 12306.00 frames. utt_duration=912.8 frames, utt_pad_proportion=0.02481, over 54.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3113, pruned_loss=0.07695, over 2473867.49 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06424, over 17734.18 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3161, pruned_loss=0.07499, over 2463881.52 frames. utt_duration=1236 frames, utt_pad_proportion=0.06731, over 7980.87 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3095, pruned_loss=0.07583, over 2474043.05 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06381, over 18737.19 utterances.], batch size: 54, lr: 5.96e-04
2022-08-22 22:45:19,332 INFO [train.py:927] (5/8) Epoch 5, batch 12900, giga_loss[loss=0.2397, simple_loss=0.3189, pruned_loss=0.08023, over 12455.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03049, over 80.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3116, pruned_loss=0.0773, over 2473828.56 frames. utt_duration=568.1 frames, utt_pad_proportion=0.0672, over 17464.08 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3161, pruned_loss=0.0756, over 2463951.97 frames. utt_duration=1226 frames, utt_pad_proportion=0.07093, over 8045.56 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.31, pruned_loss=0.07592, over 2474269.50 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06522, over 18557.84 utterances.], batch size: 80, lr: 5.95e-04
2022-08-22 22:46:58,738 INFO [train.py:927] (5/8) Epoch 5, batch 12950, giga_loss[loss=0.2272, simple_loss=0.3068, pruned_loss=0.0738, over 12184.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.0305, over 36.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3099, pruned_loss=0.07634, over 2473356.94 frames. utt_duration=607.9 frames, utt_pad_proportion=0.06139, over 16314.83 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3162, pruned_loss=0.07622, over 2464203.96 frames. utt_duration=1231 frames, utt_pad_proportion=0.06931, over 8019.59 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3083, pruned_loss=0.07469, over 2473788.24 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06061, over 17499.80 utterances.], batch size: 36, lr: 5.95e-04
2022-08-22 22:48:39,583 INFO [train.py:927] (5/8) Epoch 5, batch 13000, giga_loss[loss=0.2218, simple_loss=0.2969, pruned_loss=0.07333, over 12437.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03765, over 105.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3064, pruned_loss=0.07461, over 2473382.95 frames. utt_duration=618.3 frames, utt_pad_proportion=0.0612, over 16039.82 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3159, pruned_loss=0.07633, over 2464251.62 frames. utt_duration=1235 frames, utt_pad_proportion=0.06805, over 7989.35 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3053, pruned_loss=0.07317, over 2473882.93 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06108, over 17202.35 utterances.], batch size: 105, lr: 5.95e-04
2022-08-22 22:50:21,784 INFO [train.py:927] (5/8) Epoch 5, batch 13050, giga_loss[loss=0.205, simple_loss=0.2872, pruned_loss=0.06143, over 12351.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03029, over 58.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3066, pruned_loss=0.07426, over 2472964.42 frames. utt_duration=624.9 frames, utt_pad_proportion=0.05987, over 15867.33 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3158, pruned_loss=0.07673, over 2464765.02 frames. utt_duration=1236 frames, utt_pad_proportion=0.06742, over 7983.11 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3054, pruned_loss=0.07266, over 2473255.21 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06004, over 17147.91 utterances.], batch size: 58, lr: 5.95e-04
2022-08-22 22:51:57,666 INFO [train.py:927] (5/8) Epoch 5, batch 13100, giga_loss[loss=0.2574, simple_loss=0.3281, pruned_loss=0.09332, over 12423.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04923, over 161.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3086, pruned_loss=0.07505, over 2473106.12 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05689, over 16905.73 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3154, pruned_loss=0.07667, over 2464594.19 frames. utt_duration=1241 frames, utt_pad_proportion=0.06643, over 7952.66 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3078, pruned_loss=0.0738, over 2473624.98 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05753, over 18100.11 utterances.], batch size: 161, lr: 5.95e-04
2022-08-22 22:53:41,167 INFO [train.py:927] (5/8) Epoch 5, batch 13150, giga_loss[loss=0.2456, simple_loss=0.3193, pruned_loss=0.086, over 12430.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03771, over 133.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.307, pruned_loss=0.0754, over 2473527.01 frames. utt_duration=590.6 frames, utt_pad_proportion=0.05593, over 16795.49 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3156, pruned_loss=0.07717, over 2464844.47 frames. utt_duration=1228 frames, utt_pad_proportion=0.07005, over 8039.80 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.306, pruned_loss=0.07389, over 2473973.86 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05467, over 17954.12 utterances.], batch size: 133, lr: 5.95e-04
2022-08-22 22:55:21,029 INFO [train.py:927] (5/8) Epoch 5, batch 13200, giga_loss[loss=0.2049, simple_loss=0.2783, pruned_loss=0.06576, over 12463.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04176, over 31.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3057, pruned_loss=0.07572, over 2472794.26 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05544, over 17055.50 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.316, pruned_loss=0.07776, over 2464800.64 frames. utt_duration=1230 frames, utt_pad_proportion=0.06909, over 8027.68 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3042, pruned_loss=0.07391, over 2473451.56 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05472, over 18288.82 utterances.], batch size: 31, lr: 5.95e-04
2022-08-22 22:56:58,208 INFO [train.py:927] (5/8) Epoch 5, batch 13250, giga_loss[loss=0.185, simple_loss=0.271, pruned_loss=0.04947, over 12303.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02447, over 54.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3032, pruned_loss=0.07478, over 2473049.06 frames. utt_duration=603.1 frames, utt_pad_proportion=0.05259, over 16442.26 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3162, pruned_loss=0.07805, over 2464987.42 frames. utt_duration=1231 frames, utt_pad_proportion=0.06807, over 8020.18 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3017, pruned_loss=0.07305, over 2473558.36 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05247, over 17584.02 utterances.], batch size: 54, lr: 5.95e-04
2022-08-22 22:58:37,376 INFO [train.py:927] (5/8) Epoch 5, batch 13300, giga_loss[loss=0.2118, simple_loss=0.2968, pruned_loss=0.06338, over 12363.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02757, over 66.00 utterances.], tot_loss[loss=0.223, simple_loss=0.2995, pruned_loss=0.07323, over 2473885.20 frames. utt_duration=625.8 frames, utt_pad_proportion=0.05133, over 15849.72 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3169, pruned_loss=0.07859, over 2465292.38 frames. utt_duration=1222 frames, utt_pad_proportion=0.0706, over 8080.76 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.2973, pruned_loss=0.07124, over 2474198.53 frames. utt_duration=587.2 frames, utt_pad_proportion=0.04996, over 16897.38 utterances.], batch size: 66, lr: 5.94e-04
2022-08-22 23:00:14,718 INFO [train.py:927] (5/8) Epoch 5, batch 13350, giga_loss[loss=0.2376, simple_loss=0.3267, pruned_loss=0.07428, over 12365.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03927, over 113.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3001, pruned_loss=0.0735, over 2473838.11 frames. utt_duration=612.9 frames, utt_pad_proportion=0.05078, over 16185.13 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3166, pruned_loss=0.07873, over 2465643.56 frames. utt_duration=1228 frames, utt_pad_proportion=0.06934, over 8043.14 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2982, pruned_loss=0.07167, over 2473975.46 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05008, over 17214.43 utterances.], batch size: 113, lr: 5.94e-04
2022-08-22 23:01:52,873 INFO [train.py:927] (5/8) Epoch 5, batch 13400, giga_loss[loss=0.2287, simple_loss=0.3061, pruned_loss=0.07571, over 12358.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02789, over 66.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3023, pruned_loss=0.0741, over 2473850.68 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05401, over 16465.27 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3165, pruned_loss=0.0788, over 2465679.13 frames. utt_duration=1231 frames, utt_pad_proportion=0.06858, over 8020.59 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3007, pruned_loss=0.07253, over 2474028.64 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05351, over 17404.01 utterances.], batch size: 66, lr: 5.94e-04
2022-08-22 23:03:31,011 INFO [train.py:927] (5/8) Epoch 5, batch 13450, giga_loss[loss=0.2402, simple_loss=0.3088, pruned_loss=0.0858, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03522, over 40.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3048, pruned_loss=0.07518, over 2473865.79 frames. utt_duration=600 frames, utt_pad_proportion=0.05582, over 16534.75 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3164, pruned_loss=0.07912, over 2465598.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.07251, over 8079.41 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3033, pruned_loss=0.07354, over 2474210.18 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05334, over 17372.02 utterances.], batch size: 40, lr: 5.94e-04
2022-08-22 23:05:18,659 INFO [train.py:927] (5/8) Epoch 5, batch 13500, giga_loss[loss=0.3245, simple_loss=0.3653, pruned_loss=0.1419, over 12345.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1986, over 366.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3107, pruned_loss=0.0789, over 2474401.83 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05798, over 17099.29 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3166, pruned_loss=0.07924, over 2465597.99 frames. utt_duration=1225 frames, utt_pad_proportion=0.07141, over 8061.92 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3092, pruned_loss=0.07747, over 2474860.79 frames. utt_duration=553.2 frames, utt_pad_proportion=0.0563, over 17942.66 utterances.], batch size: 366, lr: 5.94e-04
2022-08-22 23:07:03,175 INFO [train.py:927] (5/8) Epoch 5, batch 13550, giga_loss[loss=0.2709, simple_loss=0.3469, pruned_loss=0.09739, over 12461.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03465, over 86.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.318, pruned_loss=0.08388, over 2474373.07 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0583, over 17764.65 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3169, pruned_loss=0.0797, over 2465617.08 frames. utt_duration=1222 frames, utt_pad_proportion=0.07115, over 8079.72 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3165, pruned_loss=0.08237, over 2474873.69 frames. utt_duration=534.1 frames, utt_pad_proportion=0.05697, over 18588.34 utterances.], batch size: 86, lr: 5.94e-04
2022-08-22 23:08:48,638 INFO [train.py:927] (5/8) Epoch 5, batch 13600, giga_loss[loss=0.3201, simple_loss=0.3836, pruned_loss=0.1283, over 12454.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03728, over 123.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3267, pruned_loss=0.09091, over 2474854.68 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06369, over 19051.17 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3174, pruned_loss=0.08011, over 2465505.77 frames. utt_duration=1224 frames, utt_pad_proportion=0.07003, over 8065.26 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3251, pruned_loss=0.08948, over 2475533.46 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06293, over 19924.11 utterances.], batch size: 123, lr: 5.94e-04
2022-08-22 23:10:32,036 INFO [train.py:927] (5/8) Epoch 5, batch 13650, giga_loss[loss=0.4708, simple_loss=0.465, pruned_loss=0.2383, over 12371.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1123, over 260.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3336, pruned_loss=0.09703, over 2475324.02 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06477, over 20087.24 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3173, pruned_loss=0.08005, over 2465669.41 frames. utt_duration=1230 frames, utt_pad_proportion=0.06877, over 8027.96 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3328, pruned_loss=0.09629, over 2475941.38 frames. utt_duration=471.3 frames, utt_pad_proportion=0.06453, over 21080.60 utterances.], batch size: 260, lr: 5.94e-04
2022-08-22 23:12:17,207 INFO [train.py:927] (5/8) Epoch 5, batch 13700, libri_loss[loss=0.2331, simple_loss=0.3172, pruned_loss=0.07451, over 12460.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008739, over 39.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.3374, pruned_loss=0.1001, over 2475310.33 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06161, over 19849.13 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3175, pruned_loss=0.08024, over 2465908.01 frames. utt_duration=1221 frames, utt_pad_proportion=0.07138, over 8086.93 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.337, pruned_loss=0.09983, over 2475793.69 frames. utt_duration=476 frames, utt_pad_proportion=0.0607, over 20871.38 utterances.], batch size: 39, lr: 5.93e-04
2022-08-22 23:14:03,214 INFO [train.py:927] (5/8) Epoch 5, batch 13750, giga_loss[loss=0.2276, simple_loss=0.3076, pruned_loss=0.07377, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0455, over 31.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3415, pruned_loss=0.1046, over 2476020.97 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07193, over 20952.39 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3168, pruned_loss=0.08026, over 2465975.40 frames. utt_duration=1230 frames, utt_pad_proportion=0.0692, over 8032.14 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3425, pruned_loss=0.1051, over 2476732.68 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07122, over 22282.84 utterances.], batch size: 31, lr: 5.93e-04
2022-08-22 23:15:48,617 INFO [train.py:927] (5/8) Epoch 5, batch 13800, giga_loss[loss=0.2638, simple_loss=0.3296, pruned_loss=0.09902, over 12365.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03187, over 51.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.342, pruned_loss=0.1057, over 2476362.81 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07199, over 20454.20 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3176, pruned_loss=0.08103, over 2466514.81 frames. utt_duration=1222 frames, utt_pad_proportion=0.07162, over 8085.41 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.343, pruned_loss=0.1063, over 2476816.57 frames. utt_duration=453 frames, utt_pad_proportion=0.07053, over 21939.93 utterances.], batch size: 51, lr: 5.93e-04
2022-08-22 23:17:33,011 INFO [train.py:927] (5/8) Epoch 5, batch 13850, giga_loss[loss=0.2779, simple_loss=0.3453, pruned_loss=0.1053, over 12352.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.02693, over 58.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3446, pruned_loss=0.1076, over 2476228.57 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07442, over 21611.78 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3178, pruned_loss=0.08118, over 2466368.24 frames. utt_duration=1223 frames, utt_pad_proportion=0.07135, over 8077.98 utterances.], giga_tot_loss[loss=0.2808, simple_loss=0.3454, pruned_loss=0.1081, over 2476778.80 frames. utt_duration=435 frames, utt_pad_proportion=0.0733, over 22849.26 utterances.], batch size: 58, lr: 5.93e-04
2022-08-22 23:19:13,341 INFO [train.py:927] (5/8) Epoch 5, batch 13900, giga_loss[loss=0.318, simple_loss=0.3525, pruned_loss=0.1417, over 12351.00 frames. utt_duration=132.8 frames, utt_pad_proportion=0.2139, over 376.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3459, pruned_loss=0.1082, over 2475764.01 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08485, over 23084.58 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3179, pruned_loss=0.08106, over 2466117.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.07094, over 8062.01 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3471, pruned_loss=0.1093, over 2476647.75 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08363, over 24391.18 utterances.], batch size: 376, lr: 5.93e-04
2022-08-22 23:20:57,625 INFO [train.py:927] (5/8) Epoch 5, batch 13950, libri_loss[loss=0.2261, simple_loss=0.2951, pruned_loss=0.07857, over 12343.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006133, over 33.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3412, pruned_loss=0.1028, over 2473919.41 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07785, over 21061.11 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3173, pruned_loss=0.08122, over 2465991.50 frames. utt_duration=1236 frames, utt_pad_proportion=0.06882, over 7991.62 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3438, pruned_loss=0.1045, over 2475107.60 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07802, over 22765.18 utterances.], batch size: 33, lr: 5.93e-04
2022-08-22 23:22:39,902 INFO [train.py:927] (5/8) Epoch 5, batch 14000, giga_loss[loss=0.2465, simple_loss=0.328, pruned_loss=0.08256, over 12452.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03125, over 75.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3395, pruned_loss=0.1008, over 2473761.18 frames. utt_duration=468.3 frames, utt_pad_proportion=0.08065, over 21198.08 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3175, pruned_loss=0.08161, over 2466185.58 frames. utt_duration=1239 frames, utt_pad_proportion=0.06749, over 7972.11 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3418, pruned_loss=0.1022, over 2474702.61 frames. utt_duration=434.4 frames, utt_pad_proportion=0.08107, over 22863.49 utterances.], batch size: 75, lr: 5.93e-04
2022-08-22 23:24:26,821 INFO [train.py:927] (5/8) Epoch 5, batch 14050, giga_loss[loss=0.2327, simple_loss=0.3166, pruned_loss=0.07442, over 12341.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03294, over 62.00 utterances.], tot_loss[loss=0.267, simple_loss=0.337, pruned_loss=0.09849, over 2474376.40 frames. utt_duration=478 frames, utt_pad_proportion=0.07522, over 20770.70 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3174, pruned_loss=0.08145, over 2466100.66 frames. utt_duration=1240 frames, utt_pad_proportion=0.06702, over 7962.38 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3392, pruned_loss=0.09995, over 2475269.37 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07607, over 22203.21 utterances.], batch size: 62, lr: 5.93e-04
2022-08-22 23:26:15,701 INFO [train.py:927] (5/8) Epoch 5, batch 14100, giga_loss[loss=0.2342, simple_loss=0.3092, pruned_loss=0.0796, over 12368.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02827, over 91.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3369, pruned_loss=0.09799, over 2474403.61 frames. utt_duration=481 frames, utt_pad_proportion=0.07382, over 20640.37 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3176, pruned_loss=0.08173, over 2466006.74 frames. utt_duration=1243 frames, utt_pad_proportion=0.06623, over 7946.05 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3386, pruned_loss=0.09913, over 2475291.21 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07483, over 21945.82 utterances.], batch size: 91, lr: 5.92e-04
2022-08-22 23:28:04,259 INFO [train.py:927] (5/8) Epoch 5, batch 14150, giga_loss[loss=0.2703, simple_loss=0.3571, pruned_loss=0.09176, over 12459.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03648, over 105.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3371, pruned_loss=0.09678, over 2473924.58 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07557, over 20992.47 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3177, pruned_loss=0.0821, over 2465908.01 frames. utt_duration=1246 frames, utt_pad_proportion=0.06477, over 7925.16 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.339, pruned_loss=0.09777, over 2474938.57 frames. utt_duration=443 frames, utt_pad_proportion=0.07686, over 22418.16 utterances.], batch size: 105, lr: 5.92e-04
2022-08-22 23:29:48,391 INFO [train.py:927] (5/8) Epoch 5, batch 14200, giga_loss[loss=0.2625, simple_loss=0.3343, pruned_loss=0.09541, over 12406.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04357, over 146.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3377, pruned_loss=0.0971, over 2474225.40 frames. utt_duration=458 frames, utt_pad_proportion=0.07548, over 21676.03 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.318, pruned_loss=0.08235, over 2465805.04 frames. utt_duration=1243 frames, utt_pad_proportion=0.06436, over 7945.47 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3394, pruned_loss=0.09798, over 2475309.74 frames. utt_duration=430.4 frames, utt_pad_proportion=0.07675, over 23084.69 utterances.], batch size: 146, lr: 5.92e-04
2022-08-22 23:31:33,437 INFO [train.py:927] (5/8) Epoch 5, batch 14250, giga_loss[loss=0.2523, simple_loss=0.3254, pruned_loss=0.08958, over 12376.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03069, over 58.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3353, pruned_loss=0.09631, over 2473295.50 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07283, over 21230.58 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3179, pruned_loss=0.08235, over 2465483.92 frames. utt_duration=1248 frames, utt_pad_proportion=0.06345, over 7912.83 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.337, pruned_loss=0.09727, over 2474585.02 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07433, over 22617.98 utterances.], batch size: 58, lr: 5.92e-04
2022-08-22 23:33:18,379 INFO [train.py:927] (5/8) Epoch 5, batch 14300, giga_loss[loss=0.2271, simple_loss=0.3136, pruned_loss=0.07025, over 12186.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04061, over 28.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3326, pruned_loss=0.09469, over 2472749.62 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06952, over 20046.11 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3178, pruned_loss=0.08269, over 2465419.04 frames. utt_duration=1252 frames, utt_pad_proportion=0.06252, over 7884.80 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3343, pruned_loss=0.09537, over 2473956.18 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07133, over 21398.65 utterances.], batch size: 28, lr: 5.92e-04
2022-08-22 23:35:06,833 INFO [train.py:927] (5/8) Epoch 5, batch 14350, giga_loss[loss=0.2495, simple_loss=0.3296, pruned_loss=0.0847, over 12434.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0374, over 133.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3338, pruned_loss=0.09534, over 2472993.72 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06602, over 19874.45 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3181, pruned_loss=0.08325, over 2465267.97 frames. utt_duration=1250 frames, utt_pad_proportion=0.06253, over 7896.30 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3351, pruned_loss=0.09554, over 2474187.82 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06769, over 21094.42 utterances.], batch size: 133, lr: 5.92e-04
2022-08-22 23:36:54,271 INFO [train.py:927] (5/8) Epoch 5, batch 14400, giga_loss[loss=0.2273, simple_loss=0.3058, pruned_loss=0.07441, over 12374.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02814, over 70.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3334, pruned_loss=0.09429, over 2473695.94 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06177, over 19545.09 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3192, pruned_loss=0.08337, over 2465513.86 frames. utt_duration=1253 frames, utt_pad_proportion=0.06157, over 7878.46 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3337, pruned_loss=0.09455, over 2474565.89 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06367, over 20737.60 utterances.], batch size: 70, lr: 5.92e-04
2022-08-22 23:38:38,514 INFO [train.py:927] (5/8) Epoch 5, batch 14450, giga_loss[loss=0.2282, simple_loss=0.3031, pruned_loss=0.07662, over 12255.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02661, over 54.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3314, pruned_loss=0.09381, over 2474050.31 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06762, over 20515.67 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3189, pruned_loss=0.08331, over 2465428.99 frames. utt_duration=1257 frames, utt_pad_proportion=0.06091, over 7856.43 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3321, pruned_loss=0.09419, over 2474895.35 frames. utt_duration=459 frames, utt_pad_proportion=0.06899, over 21634.54 utterances.], batch size: 54, lr: 5.92e-04
2022-08-22 23:40:23,170 INFO [train.py:927] (5/8) Epoch 5, batch 14500, giga_loss[loss=0.3291, simple_loss=0.3701, pruned_loss=0.1441, over 12377.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05976, over 182.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3302, pruned_loss=0.09381, over 2474125.72 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06841, over 20371.95 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3188, pruned_loss=0.08342, over 2465562.54 frames. utt_duration=1259 frames, utt_pad_proportion=0.05954, over 7840.90 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3311, pruned_loss=0.09429, over 2474895.70 frames. utt_duration=459.2 frames, utt_pad_proportion=0.06995, over 21624.44 utterances.], batch size: 182, lr: 5.91e-04
2022-08-22 23:42:08,573 INFO [train.py:927] (5/8) Epoch 5, batch 14550, giga_loss[loss=0.2832, simple_loss=0.3557, pruned_loss=0.1053, over 12365.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03139, over 58.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3288, pruned_loss=0.09354, over 2474234.90 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06683, over 19906.72 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3185, pruned_loss=0.08337, over 2465563.09 frames. utt_duration=1264 frames, utt_pad_proportion=0.05894, over 7814.42 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.33, pruned_loss=0.09412, over 2474975.42 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06839, over 21094.65 utterances.], batch size: 58, lr: 5.91e-04
2022-08-22 23:43:52,363 INFO [train.py:927] (5/8) Epoch 5, batch 14600, giga_loss[loss=0.2413, simple_loss=0.3127, pruned_loss=0.08494, over 12236.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02903, over 39.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3296, pruned_loss=0.09356, over 2472693.77 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07516, over 20104.76 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3191, pruned_loss=0.08419, over 2465359.81 frames. utt_duration=1243 frames, utt_pad_proportion=0.06597, over 7940.18 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3304, pruned_loss=0.09362, over 2473728.20 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07384, over 21321.90 utterances.], batch size: 39, lr: 5.91e-04
2022-08-22 23:45:35,616 INFO [train.py:927] (5/8) Epoch 5, batch 14650, giga_loss[loss=0.2535, simple_loss=0.3268, pruned_loss=0.09014, over 12463.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03413, over 98.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3295, pruned_loss=0.0931, over 2473208.50 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07494, over 20089.98 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3192, pruned_loss=0.08432, over 2465205.58 frames. utt_duration=1247 frames, utt_pad_proportion=0.06501, over 7917.47 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3302, pruned_loss=0.09319, over 2474318.45 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07424, over 21296.40 utterances.], batch size: 98, lr: 5.91e-04
2022-08-22 23:47:21,003 INFO [train.py:927] (5/8) Epoch 5, batch 14700, giga_loss[loss=0.2717, simple_loss=0.3393, pruned_loss=0.1021, over 12403.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03985, over 133.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3307, pruned_loss=0.09455, over 2473863.62 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07754, over 20622.27 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3189, pruned_loss=0.08428, over 2465579.46 frames. utt_duration=1251 frames, utt_pad_proportion=0.06385, over 7891.99 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3318, pruned_loss=0.09486, over 2474588.72 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07732, over 21894.27 utterances.], batch size: 133, lr: 5.91e-04
2022-08-22 23:49:04,019 INFO [train.py:927] (5/8) Epoch 5, batch 14750, giga_loss[loss=0.2477, simple_loss=0.3184, pruned_loss=0.08849, over 12423.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02366, over 48.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3313, pruned_loss=0.09597, over 2473970.28 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07485, over 20026.37 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.319, pruned_loss=0.08447, over 2465693.38 frames. utt_duration=1253 frames, utt_pad_proportion=0.06275, over 7880.33 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3323, pruned_loss=0.09631, over 2474698.15 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07529, over 21381.68 utterances.], batch size: 48, lr: 5.91e-04
2022-08-22 23:50:46,684 INFO [train.py:927] (5/8) Epoch 5, batch 14800, giga_loss[loss=0.2776, simple_loss=0.3414, pruned_loss=0.1069, over 12333.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03357, over 85.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3299, pruned_loss=0.09555, over 2473934.83 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07557, over 19862.62 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3184, pruned_loss=0.08421, over 2465919.79 frames. utt_duration=1259 frames, utt_pad_proportion=0.06141, over 7841.24 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3316, pruned_loss=0.09638, over 2474551.22 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07643, over 21311.69 utterances.], batch size: 85, lr: 5.91e-04
2022-08-22 23:52:30,474 INFO [train.py:927] (5/8) Epoch 5, batch 14850, giga_loss[loss=0.2257, simple_loss=0.3057, pruned_loss=0.07288, over 12252.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03359, over 28.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3291, pruned_loss=0.09425, over 2473687.13 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07656, over 20285.05 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3184, pruned_loss=0.08435, over 2465987.51 frames. utt_duration=1265 frames, utt_pad_proportion=0.06003, over 7804.52 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3307, pruned_loss=0.09507, over 2474313.13 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07775, over 21814.14 utterances.], batch size: 28, lr: 5.91e-04
2022-08-22 23:54:18,451 INFO [train.py:927] (5/8) Epoch 5, batch 14900, giga_loss[loss=0.2442, simple_loss=0.3142, pruned_loss=0.08704, over 12381.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.0388, over 37.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3262, pruned_loss=0.09217, over 2474479.78 frames. utt_duration=489.6 frames, utt_pad_proportion=0.0743, over 20279.16 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3183, pruned_loss=0.08434, over 2466010.08 frames. utt_duration=1267 frames, utt_pad_proportion=0.05957, over 7792.50 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3277, pruned_loss=0.0929, over 2475022.48 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07556, over 21600.38 utterances.], batch size: 37, lr: 5.90e-04
2022-08-22 23:56:01,968 INFO [train.py:927] (5/8) Epoch 5, batch 14950, giga_loss[loss=0.23, simple_loss=0.3106, pruned_loss=0.07468, over 12383.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.03016, over 51.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3261, pruned_loss=0.09292, over 2474525.47 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07378, over 20910.46 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3178, pruned_loss=0.08411, over 2466024.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.05922, over 7775.58 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3278, pruned_loss=0.09383, over 2475102.33 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07495, over 22188.39 utterances.], batch size: 51, lr: 5.90e-04
2022-08-22 23:57:49,915 INFO [train.py:927] (5/8) Epoch 5, batch 15000, giga_loss[loss=0.2297, simple_loss=0.3164, pruned_loss=0.07152, over 12460.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03641, over 37.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3297, pruned_loss=0.09407, over 2475007.94 frames. utt_duration=476 frames, utt_pad_proportion=0.07615, over 20864.69 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3178, pruned_loss=0.08415, over 2466210.60 frames. utt_duration=1271 frames, utt_pad_proportion=0.05835, over 7769.16 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3313, pruned_loss=0.0949, over 2475464.00 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07729, over 22117.72 utterances.], batch size: 37, lr: 5.90e-04
2022-08-22 23:57:49,917 INFO [train.py:958] (5/8) Computing validation loss
2022-08-22 23:58:03,586 INFO [train.py:967] (5/8) 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 23:59:45,323 INFO [train.py:927] (5/8) Epoch 5, batch 15050, giga_loss[loss=0.2945, simple_loss=0.3566, pruned_loss=0.1162, over 12365.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04272, over 133.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3326, pruned_loss=0.09515, over 2474889.91 frames. utt_duration=463.1 frames, utt_pad_proportion=0.0759, over 21443.76 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.318, pruned_loss=0.08424, over 2466371.98 frames. utt_duration=1272 frames, utt_pad_proportion=0.05793, over 7762.46 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3338, pruned_loss=0.09581, over 2475185.11 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07697, over 22547.81 utterances.], batch size: 133, lr: 5.90e-04
2022-08-23 00:01:27,786 INFO [train.py:927] (5/8) Epoch 5, batch 15100, libri_loss[loss=0.2821, simple_loss=0.3387, pruned_loss=0.1127, over 12449.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.00997, over 39.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3353, pruned_loss=0.09736, over 2474710.40 frames. utt_duration=467 frames, utt_pad_proportion=0.07311, over 21263.14 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3188, pruned_loss=0.08511, over 2466578.10 frames. utt_duration=1260 frames, utt_pad_proportion=0.06188, over 7839.65 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3357, pruned_loss=0.0973, over 2474862.14 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07307, over 22251.09 utterances.], batch size: 39, lr: 5.90e-04
2022-08-23 00:03:16,248 INFO [train.py:927] (5/8) Epoch 5, batch 15150, giga_loss[loss=0.274, simple_loss=0.341, pruned_loss=0.1035, over 12407.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07231, over 212.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3344, pruned_loss=0.09755, over 2474869.77 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07409, over 21336.66 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3189, pruned_loss=0.08531, over 2466587.03 frames. utt_duration=1266 frames, utt_pad_proportion=0.05997, over 7803.68 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3352, pruned_loss=0.09777, over 2475265.13 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07482, over 22652.16 utterances.], batch size: 212, lr: 5.90e-04
2022-08-23 00:04:57,791 INFO [train.py:927] (5/8) Epoch 5, batch 15200, giga_loss[loss=0.3128, simple_loss=0.3694, pruned_loss=0.1281, over 12443.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03154, over 80.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3343, pruned_loss=0.09813, over 2474580.08 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07559, over 21276.83 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3196, pruned_loss=0.08585, over 2466845.80 frames. utt_duration=1244 frames, utt_pad_proportion=0.06534, over 7944.75 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3347, pruned_loss=0.0981, over 2474854.81 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0747, over 22491.89 utterances.], batch size: 80, lr: 5.90e-04
2022-08-23 00:06:40,771 INFO [train.py:927] (5/8) Epoch 5, batch 15250, giga_loss[loss=0.2169, simple_loss=0.2954, pruned_loss=0.06925, over 12309.00 frames. utt_duration=966.9 frames, utt_pad_proportion=0.03599, over 51.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3345, pruned_loss=0.09803, over 2474937.70 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07104, over 21225.95 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3203, pruned_loss=0.08601, over 2466853.17 frames. utt_duration=1244 frames, utt_pad_proportion=0.06482, over 7943.48 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3345, pruned_loss=0.09804, over 2475274.99 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07074, over 22366.10 utterances.], batch size: 51, lr: 5.90e-04
2022-08-23 00:08:24,451 INFO [train.py:927] (5/8) Epoch 5, batch 15300, giga_loss[loss=0.2548, simple_loss=0.3322, pruned_loss=0.08864, over 12407.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03272, over 80.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3311, pruned_loss=0.09657, over 2474771.19 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06996, over 20683.23 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3195, pruned_loss=0.08586, over 2466685.21 frames. utt_duration=1248 frames, utt_pad_proportion=0.06419, over 7917.45 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.332, pruned_loss=0.09706, over 2475435.55 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07004, over 22044.58 utterances.], batch size: 80, lr: 5.89e-04
2022-08-23 00:10:09,952 INFO [train.py:927] (5/8) Epoch 5, batch 15350, giga_loss[loss=0.2638, simple_loss=0.3253, pruned_loss=0.1011, over 12243.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03889, over 28.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3322, pruned_loss=0.09764, over 2474410.19 frames. utt_duration=455 frames, utt_pad_proportion=0.07781, over 21826.34 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3193, pruned_loss=0.08572, over 2466531.49 frames. utt_duration=1250 frames, utt_pad_proportion=0.06373, over 7902.30 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3333, pruned_loss=0.09823, over 2475119.53 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07761, over 23010.30 utterances.], batch size: 28, lr: 5.89e-04
2022-08-23 00:11:54,294 INFO [train.py:927] (5/8) Epoch 5, batch 15400, giga_loss[loss=0.2642, simple_loss=0.3586, pruned_loss=0.08491, over 12361.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02799, over 66.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3326, pruned_loss=0.09826, over 2473769.65 frames. utt_duration=464 frames, utt_pad_proportion=0.07777, over 21392.09 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3188, pruned_loss=0.08579, over 2466299.57 frames. utt_duration=1256 frames, utt_pad_proportion=0.06237, over 7865.67 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3343, pruned_loss=0.099, over 2474757.07 frames. utt_duration=436.4 frames, utt_pad_proportion=0.0782, over 22758.25 utterances.], batch size: 66, lr: 5.89e-04
2022-08-23 00:13:37,924 INFO [train.py:927] (5/8) Epoch 5, batch 15450, giga_loss[loss=0.3873, simple_loss=0.4047, pruned_loss=0.1849, over 12392.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1106, over 260.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3354, pruned_loss=0.09713, over 2473678.83 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07221, over 20792.78 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3188, pruned_loss=0.08586, over 2466344.12 frames. utt_duration=1253 frames, utt_pad_proportion=0.06266, over 7883.89 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3367, pruned_loss=0.09775, over 2474481.47 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07283, over 21961.68 utterances.], batch size: 260, lr: 5.89e-04
2022-08-23 00:15:19,768 INFO [train.py:927] (5/8) Epoch 5, batch 15500, giga_loss[loss=0.2878, simple_loss=0.3556, pruned_loss=0.1101, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02978, over 45.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3384, pruned_loss=0.09874, over 2473549.19 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07315, over 20558.81 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3191, pruned_loss=0.08595, over 2466703.77 frames. utt_duration=1257 frames, utt_pad_proportion=0.06134, over 7859.34 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3399, pruned_loss=0.09956, over 2474097.00 frames. utt_duration=453 frames, utt_pad_proportion=0.07412, over 21919.80 utterances.], batch size: 45, lr: 5.89e-04
2022-08-23 00:17:01,989 INFO [train.py:927] (5/8) Epoch 5, batch 15550, giga_loss[loss=0.342, simple_loss=0.3807, pruned_loss=0.1517, over 12373.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07072, over 211.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3393, pruned_loss=0.1002, over 2473249.95 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07228, over 20515.93 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3195, pruned_loss=0.08644, over 2466754.37 frames. utt_duration=1258 frames, utt_pad_proportion=0.06026, over 7854.40 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3407, pruned_loss=0.1008, over 2473838.83 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07357, over 21946.35 utterances.], batch size: 211, lr: 5.89e-04
2022-08-23 00:18:43,440 INFO [train.py:927] (5/8) Epoch 5, batch 15600, giga_loss[loss=0.2389, simple_loss=0.3362, pruned_loss=0.07079, over 12336.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3394, pruned_loss=0.1009, over 2474055.91 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07952, over 21481.93 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3196, pruned_loss=0.08688, over 2466852.53 frames. utt_duration=1257 frames, utt_pad_proportion=0.05978, over 7857.75 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3409, pruned_loss=0.1013, over 2474616.52 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08035, over 22957.93 utterances.], batch size: 62, lr: 5.89e-04
2022-08-23 00:20:25,295 INFO [train.py:927] (5/8) Epoch 5, batch 15650, giga_loss[loss=0.2537, simple_loss=0.3383, pruned_loss=0.08459, over 12376.00 frames. utt_duration=620.2 frames, utt_pad_proportion=0.03696, over 80.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3387, pruned_loss=0.09932, over 2474260.23 frames. utt_duration=473.7 frames, utt_pad_proportion=0.08106, over 20959.87 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3198, pruned_loss=0.08721, over 2466984.79 frames. utt_duration=1236 frames, utt_pad_proportion=0.06741, over 7994.17 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3404, pruned_loss=0.09977, over 2474805.59 frames. utt_duration=442.6 frames, utt_pad_proportion=0.0794, over 22443.73 utterances.], batch size: 80, lr: 5.89e-04
2022-08-23 00:22:07,934 INFO [train.py:927] (5/8) Epoch 5, batch 15700, giga_loss[loss=0.2501, simple_loss=0.3278, pruned_loss=0.0862, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0351, over 43.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3389, pruned_loss=0.09873, over 2474076.75 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07669, over 20205.56 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3202, pruned_loss=0.08744, over 2467151.29 frames. utt_duration=1234 frames, utt_pad_proportion=0.06699, over 8008.13 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3402, pruned_loss=0.09913, over 2474510.39 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07581, over 21653.28 utterances.], batch size: 43, lr: 5.88e-04
2022-08-23 00:23:52,133 INFO [train.py:927] (5/8) Epoch 5, batch 15750, giga_loss[loss=0.2363, simple_loss=0.3138, pruned_loss=0.07943, over 12353.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03341, over 62.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.337, pruned_loss=0.09808, over 2474494.92 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07416, over 20163.06 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3201, pruned_loss=0.08744, over 2467348.29 frames. utt_duration=1234 frames, utt_pad_proportion=0.06629, over 8009.90 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3387, pruned_loss=0.09873, over 2474885.57 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07392, over 21694.71 utterances.], batch size: 62, lr: 5.88e-04
2022-08-23 00:25:33,974 INFO [train.py:927] (5/8) Epoch 5, batch 15800, giga_loss[loss=0.3851, simple_loss=0.4101, pruned_loss=0.18, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.105, over 258.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3352, pruned_loss=0.09802, over 2474868.52 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07718, over 20550.75 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.32, pruned_loss=0.08747, over 2467796.64 frames. utt_duration=1234 frames, utt_pad_proportion=0.06533, over 8011.05 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3374, pruned_loss=0.09898, over 2475112.85 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07719, over 22329.66 utterances.], batch size: 258, lr: 5.88e-04
2022-08-23 00:27:13,107 INFO [train.py:927] (5/8) Epoch 5, batch 15850, giga_loss[loss=0.3438, simple_loss=0.3683, pruned_loss=0.1597, over 12352.00 frames. utt_duration=132.1 frames, utt_pad_proportion=0.2228, over 378.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3348, pruned_loss=0.09922, over 2474650.77 frames. utt_duration=476 frames, utt_pad_proportion=0.07877, over 20862.21 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3202, pruned_loss=0.08784, over 2467990.01 frames. utt_duration=1225 frames, utt_pad_proportion=0.06892, over 8069.64 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3366, pruned_loss=0.09984, over 2474800.27 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07762, over 22435.87 utterances.], batch size: 378, lr: 5.88e-04
2022-08-23 00:28:53,617 INFO [train.py:927] (5/8) Epoch 5, batch 15900, giga_loss[loss=0.2253, simple_loss=0.3074, pruned_loss=0.07162, over 12414.00 frames. utt_duration=710.8 frames, utt_pad_proportion=0.02502, over 70.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.332, pruned_loss=0.0965, over 2474706.68 frames. utt_duration=470.8 frames, utt_pad_proportion=0.078, over 21094.18 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3203, pruned_loss=0.08797, over 2467802.39 frames. utt_duration=1219 frames, utt_pad_proportion=0.07079, over 8109.70 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3338, pruned_loss=0.09721, over 2475221.37 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07664, over 22726.21 utterances.], batch size: 70, lr: 5.88e-04
2022-08-23 00:30:34,766 INFO [train.py:927] (5/8) Epoch 5, batch 15950, giga_loss[loss=0.2345, simple_loss=0.3161, pruned_loss=0.07639, over 12414.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03354, over 80.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3304, pruned_loss=0.09441, over 2474723.50 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07267, over 20568.37 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3208, pruned_loss=0.08838, over 2467715.72 frames. utt_duration=1215 frames, utt_pad_proportion=0.07004, over 8137.03 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3318, pruned_loss=0.09485, over 2475462.87 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07223, over 22333.11 utterances.], batch size: 80, lr: 5.88e-04
2022-08-23 00:32:23,542 INFO [train.py:927] (5/8) Epoch 5, batch 16000, giga_loss[loss=0.2465, simple_loss=0.3256, pruned_loss=0.08364, over 12458.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02883, over 80.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3279, pruned_loss=0.09362, over 2474701.24 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0769, over 21501.29 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3208, pruned_loss=0.08842, over 2467909.04 frames. utt_duration=1218 frames, utt_pad_proportion=0.06896, over 8117.44 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3291, pruned_loss=0.09403, over 2475234.19 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07659, over 23125.19 utterances.], batch size: 80, lr: 5.88e-04
2022-08-23 00:34:09,417 INFO [train.py:927] (5/8) Epoch 5, batch 16050, giga_loss[loss=0.2564, simple_loss=0.3343, pruned_loss=0.08927, over 12396.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02414, over 48.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.329, pruned_loss=0.09339, over 2474356.69 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07162, over 20912.85 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3211, pruned_loss=0.08848, over 2468021.50 frames. utt_duration=1217 frames, utt_pad_proportion=0.06876, over 8122.85 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3297, pruned_loss=0.09368, over 2474707.34 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07175, over 22233.94 utterances.], batch size: 48, lr: 5.88e-04
2022-08-23 00:35:49,762 INFO [train.py:927] (5/8) Epoch 5, batch 16100, giga_loss[loss=0.3496, simple_loss=0.3842, pruned_loss=0.1575, over 12353.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3293, pruned_loss=0.09393, over 2474271.85 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07177, over 21132.01 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3213, pruned_loss=0.08857, over 2467803.57 frames. utt_duration=1223 frames, utt_pad_proportion=0.06704, over 8079.06 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3301, pruned_loss=0.09425, over 2474976.77 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07246, over 22660.71 utterances.], batch size: 260, lr: 5.87e-04
2022-08-23 00:37:36,001 INFO [train.py:927] (5/8) Epoch 5, batch 16150, giga_loss[loss=0.3041, simple_loss=0.3612, pruned_loss=0.1235, over 12374.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07517, over 212.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3292, pruned_loss=0.09402, over 2474125.91 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07199, over 20957.52 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.321, pruned_loss=0.08844, over 2467743.55 frames. utt_duration=1225 frames, utt_pad_proportion=0.06695, over 8065.67 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.33, pruned_loss=0.09442, over 2474760.52 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07257, over 22225.25 utterances.], batch size: 212, lr: 5.87e-04
2022-08-23 00:39:20,369 INFO [train.py:927] (5/8) Epoch 5, batch 16200, giga_loss[loss=0.2635, simple_loss=0.3341, pruned_loss=0.09642, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04061, over 34.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3304, pruned_loss=0.09472, over 2473908.94 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07049, over 20648.99 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3209, pruned_loss=0.08838, over 2468054.77 frames. utt_duration=1230 frames, utt_pad_proportion=0.06596, over 8038.84 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3315, pruned_loss=0.09526, over 2474303.61 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07143, over 22025.42 utterances.], batch size: 34, lr: 5.87e-04
2022-08-23 00:41:07,320 INFO [train.py:927] (5/8) Epoch 5, batch 16250, giga_loss[loss=0.2767, simple_loss=0.3474, pruned_loss=0.103, over 12373.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.03041, over 85.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3308, pruned_loss=0.09527, over 2473671.67 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06572, over 20358.53 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3203, pruned_loss=0.08811, over 2467839.56 frames. utt_duration=1236 frames, utt_pad_proportion=0.06482, over 7998.23 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3324, pruned_loss=0.09607, over 2474289.61 frames. utt_duration=456.4 frames, utt_pad_proportion=0.06714, over 21756.65 utterances.], batch size: 85, lr: 5.87e-04
2022-08-23 00:42:54,242 INFO [train.py:927] (5/8) Epoch 5, batch 16300, giga_loss[loss=0.2373, simple_loss=0.311, pruned_loss=0.08176, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03762, over 37.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.332, pruned_loss=0.09517, over 2473547.19 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07042, over 20784.86 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3204, pruned_loss=0.08836, over 2467597.93 frames. utt_duration=1228 frames, utt_pad_proportion=0.06782, over 8049.76 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3335, pruned_loss=0.0958, over 2474448.81 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07016, over 22251.38 utterances.], batch size: 37, lr: 5.87e-04
2022-08-23 00:44:41,208 INFO [train.py:927] (5/8) Epoch 5, batch 16350, giga_loss[loss=0.2487, simple_loss=0.3221, pruned_loss=0.08768, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03578, over 122.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3313, pruned_loss=0.09491, over 2473865.27 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07149, over 20493.66 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3208, pruned_loss=0.08851, over 2467648.25 frames. utt_duration=1217 frames, utt_pad_proportion=0.07178, over 8122.31 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3322, pruned_loss=0.09531, over 2474572.75 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0698, over 21688.48 utterances.], batch size: 122, lr: 5.87e-04
2022-08-23 00:46:27,335 INFO [train.py:927] (5/8) Epoch 5, batch 16400, giga_loss[loss=0.2144, simple_loss=0.3077, pruned_loss=0.06057, over 12465.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03, over 75.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3298, pruned_loss=0.09447, over 2473708.91 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07107, over 20259.82 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3203, pruned_loss=0.08854, over 2467503.99 frames. utt_duration=1222 frames, utt_pad_proportion=0.07085, over 8089.72 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3313, pruned_loss=0.09497, over 2474623.27 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07002, over 21642.85 utterances.], batch size: 75, lr: 5.87e-04
2022-08-23 00:48:09,955 INFO [train.py:927] (5/8) Epoch 5, batch 16450, giga_loss[loss=0.2582, simple_loss=0.3237, pruned_loss=0.0964, over 12392.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05131, over 161.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3299, pruned_loss=0.09536, over 2474252.07 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07437, over 20961.20 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3204, pruned_loss=0.08872, over 2467352.60 frames. utt_duration=1226 frames, utt_pad_proportion=0.06923, over 8057.52 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3312, pruned_loss=0.09577, over 2475301.47 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07394, over 22433.60 utterances.], batch size: 161, lr: 5.87e-04
2022-08-23 00:49:53,344 INFO [train.py:927] (5/8) Epoch 5, batch 16500, giga_loss[loss=0.2688, simple_loss=0.3333, pruned_loss=0.1021, over 12338.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.04276, over 37.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3311, pruned_loss=0.09626, over 2474734.15 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07183, over 21057.37 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3208, pruned_loss=0.08873, over 2467512.03 frames. utt_duration=1226 frames, utt_pad_proportion=0.06877, over 8058.92 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.332, pruned_loss=0.09664, over 2475471.10 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07179, over 22332.34 utterances.], batch size: 37, lr: 5.87e-04
2022-08-23 00:51:37,240 INFO [train.py:927] (5/8) Epoch 5, batch 16550, giga_loss[loss=0.2624, simple_loss=0.337, pruned_loss=0.09391, over 12351.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03266, over 58.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3319, pruned_loss=0.09734, over 2474429.26 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07693, over 21442.23 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3204, pruned_loss=0.08841, over 2467243.75 frames. utt_duration=1228 frames, utt_pad_proportion=0.06712, over 8043.94 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3333, pruned_loss=0.09827, over 2475567.04 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07715, over 23014.43 utterances.], batch size: 58, lr: 5.86e-04
2022-08-23 00:53:20,397 INFO [train.py:927] (5/8) Epoch 5, batch 16600, giga_loss[loss=0.2337, simple_loss=0.3064, pruned_loss=0.0805, over 12449.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03818, over 40.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3303, pruned_loss=0.09699, over 2473986.16 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07868, over 21162.76 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3195, pruned_loss=0.08782, over 2467373.99 frames. utt_duration=1230 frames, utt_pad_proportion=0.06581, over 8031.48 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3327, pruned_loss=0.09862, over 2475042.90 frames. utt_duration=433.1 frames, utt_pad_proportion=0.0793, over 22934.48 utterances.], batch size: 40, lr: 5.86e-04
2022-08-23 00:55:03,987 INFO [train.py:927] (5/8) Epoch 5, batch 16650, giga_loss[loss=0.2417, simple_loss=0.3161, pruned_loss=0.08366, over 12387.00 frames. utt_duration=621 frames, utt_pad_proportion=0.0342, over 80.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3316, pruned_loss=0.09744, over 2474795.72 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08232, over 22092.74 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3199, pruned_loss=0.08809, over 2467555.96 frames. utt_duration=1220 frames, utt_pad_proportion=0.06968, over 8102.07 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3334, pruned_loss=0.09867, over 2475604.98 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08145, over 23697.92 utterances.], batch size: 80, lr: 5.86e-04
2022-08-23 00:56:46,676 INFO [train.py:927] (5/8) Epoch 5, batch 16700, giga_loss[loss=0.2233, simple_loss=0.3055, pruned_loss=0.07051, over 12377.00 frames. utt_duration=972.4 frames, utt_pad_proportion=0.02957, over 51.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3308, pruned_loss=0.09635, over 2474859.88 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07862, over 20847.29 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.32, pruned_loss=0.08818, over 2467561.63 frames. utt_duration=1224 frames, utt_pad_proportion=0.06821, over 8075.42 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3324, pruned_loss=0.09748, over 2475714.01 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07869, over 22516.33 utterances.], batch size: 51, lr: 5.86e-04
2022-08-23 00:58:31,321 INFO [train.py:927] (5/8) Epoch 5, batch 16750, giga_loss[loss=0.2992, simple_loss=0.3654, pruned_loss=0.1165, over 12422.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05147, over 162.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3316, pruned_loss=0.09644, over 2475583.02 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07127, over 20081.81 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3197, pruned_loss=0.08799, over 2467697.05 frames. utt_duration=1229 frames, utt_pad_proportion=0.06666, over 8039.64 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3334, pruned_loss=0.09772, over 2476335.30 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07242, over 21771.60 utterances.], batch size: 162, lr: 5.86e-04
2022-08-23 01:00:16,106 INFO [train.py:927] (5/8) Epoch 5, batch 16800, libri_loss[loss=0.2333, simple_loss=0.3112, pruned_loss=0.07771, over 12348.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005771, over 33.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3318, pruned_loss=0.09585, over 2475502.27 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07004, over 19890.00 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3194, pruned_loss=0.0879, over 2467398.90 frames. utt_duration=1235 frames, utt_pad_proportion=0.0653, over 7998.88 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3338, pruned_loss=0.09719, over 2476605.73 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07152, over 21610.82 utterances.], batch size: 33, lr: 5.86e-04
2022-08-23 01:02:00,205 INFO [train.py:927] (5/8) Epoch 5, batch 16850, giga_loss[loss=0.2492, simple_loss=0.3213, pruned_loss=0.08851, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03914, over 31.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3305, pruned_loss=0.09495, over 2475613.26 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06746, over 19533.96 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.319, pruned_loss=0.08766, over 2467053.67 frames. utt_duration=1243 frames, utt_pad_proportion=0.06402, over 7950.45 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3329, pruned_loss=0.09645, over 2477056.17 frames. utt_duration=467.1 frames, utt_pad_proportion=0.06933, over 21280.68 utterances.], batch size: 31, lr: 5.86e-04
2022-08-23 01:03:42,808 INFO [train.py:927] (5/8) Epoch 5, batch 16900, giga_loss[loss=0.2773, simple_loss=0.3281, pruned_loss=0.1132, over 12364.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2008, over 368.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.33, pruned_loss=0.09458, over 2474294.31 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06743, over 19266.48 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3186, pruned_loss=0.08763, over 2466852.39 frames. utt_duration=1247 frames, utt_pad_proportion=0.06271, over 7921.48 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3325, pruned_loss=0.09599, over 2475826.42 frames. utt_duration=473 frames, utt_pad_proportion=0.06941, over 21003.15 utterances.], batch size: 368, lr: 5.86e-04
2022-08-23 01:05:30,699 INFO [train.py:927] (5/8) Epoch 5, batch 16950, giga_loss[loss=0.3788, simple_loss=0.4031, pruned_loss=0.1772, over 12402.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09973, over 257.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3308, pruned_loss=0.09589, over 2473885.37 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06744, over 19250.32 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3184, pruned_loss=0.08748, over 2466980.12 frames. utt_duration=1249 frames, utt_pad_proportion=0.06251, over 7910.87 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3331, pruned_loss=0.09714, over 2475010.68 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06908, over 20662.91 utterances.], batch size: 257, lr: 5.85e-04
2022-08-23 01:07:14,104 INFO [train.py:927] (5/8) Epoch 5, batch 17000, giga_loss[loss=0.2223, simple_loss=0.3042, pruned_loss=0.07016, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02917, over 45.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3314, pruned_loss=0.09651, over 2473734.29 frames. utt_duration=517.1 frames, utt_pad_proportion=0.07059, over 19190.52 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3185, pruned_loss=0.08759, over 2467105.90 frames. utt_duration=1252 frames, utt_pad_proportion=0.06151, over 7894.28 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3335, pruned_loss=0.09771, over 2474750.68 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07217, over 20703.97 utterances.], batch size: 45, lr: 5.85e-04
2022-08-23 01:08:56,183 INFO [train.py:927] (5/8) Epoch 5, batch 17050, libri_loss[loss=0.256, simple_loss=0.3267, pruned_loss=0.09259, over 12316.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006567, over 36.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3317, pruned_loss=0.09691, over 2474248.18 frames. utt_duration=491 frames, utt_pad_proportion=0.08169, over 20218.32 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3186, pruned_loss=0.08749, over 2467436.45 frames. utt_duration=1241 frames, utt_pad_proportion=0.06535, over 7963.82 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3336, pruned_loss=0.09816, over 2474920.88 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08123, over 21634.37 utterances.], batch size: 36, lr: 5.85e-04
2022-08-23 01:10:37,283 INFO [train.py:927] (5/8) Epoch 5, batch 17100, giga_loss[loss=0.2447, simple_loss=0.3256, pruned_loss=0.08189, over 12368.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03204, over 62.00 utterances.], tot_loss[loss=0.263, simple_loss=0.332, pruned_loss=0.09702, over 2474248.74 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07785, over 19897.42 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3184, pruned_loss=0.08753, over 2467651.95 frames. utt_duration=1241 frames, utt_pad_proportion=0.06492, over 7961.37 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3341, pruned_loss=0.09821, over 2474755.73 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07799, over 21315.25 utterances.], batch size: 62, lr: 5.85e-04
2022-08-23 01:12:23,327 INFO [train.py:927] (5/8) Epoch 5, batch 17150, libri_loss[loss=0.2654, simple_loss=0.3336, pruned_loss=0.09863, over 12411.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02351, over 43.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3311, pruned_loss=0.09613, over 2474394.30 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07559, over 19838.63 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3179, pruned_loss=0.08731, over 2467263.02 frames. utt_duration=1245 frames, utt_pad_proportion=0.06379, over 7938.39 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3336, pruned_loss=0.09757, over 2475365.99 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07638, over 21387.53 utterances.], batch size: 43, lr: 5.85e-04
2022-08-23 01:14:04,374 INFO [train.py:927] (5/8) Epoch 5, batch 17200, giga_loss[loss=0.259, simple_loss=0.3326, pruned_loss=0.09267, over 12433.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05355, over 162.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3312, pruned_loss=0.0967, over 2474437.75 frames. utt_duration=475.1 frames, utt_pad_proportion=0.08095, over 20897.94 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3178, pruned_loss=0.0873, over 2467173.54 frames. utt_duration=1251 frames, utt_pad_proportion=0.06237, over 7900.76 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3338, pruned_loss=0.09819, over 2475554.07 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0819, over 22635.98 utterances.], batch size: 162, lr: 5.85e-04
2022-08-23 01:15:48,022 INFO [train.py:927] (5/8) Epoch 5, batch 17250, giga_loss[loss=0.2355, simple_loss=0.3089, pruned_loss=0.08103, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03955, over 37.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3266, pruned_loss=0.09358, over 2474014.56 frames. utt_duration=501.8 frames, utt_pad_proportion=0.0761, over 19779.58 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3174, pruned_loss=0.08701, over 2466495.60 frames. utt_duration=1256 frames, utt_pad_proportion=0.06096, over 7863.24 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3292, pruned_loss=0.09523, over 2475689.40 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07785, over 21535.20 utterances.], batch size: 37, lr: 5.85e-04
2022-08-23 01:17:33,146 INFO [train.py:927] (5/8) Epoch 5, batch 17300, giga_loss[loss=0.2307, simple_loss=0.2982, pruned_loss=0.08156, over 12178.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.02681, over 28.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3263, pruned_loss=0.09461, over 2474610.45 frames. utt_duration=475 frames, utt_pad_proportion=0.07645, over 20904.24 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3175, pruned_loss=0.08707, over 2466596.98 frames. utt_duration=1258 frames, utt_pad_proportion=0.06052, over 7849.62 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3285, pruned_loss=0.09592, over 2475914.37 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07794, over 22420.78 utterances.], batch size: 28, lr: 5.85e-04
2022-08-23 01:19:17,615 INFO [train.py:927] (5/8) Epoch 5, batch 17350, giga_loss[loss=0.23, simple_loss=0.2968, pruned_loss=0.08156, over 12361.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1798, over 358.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3272, pruned_loss=0.09319, over 2474951.48 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07959, over 22163.85 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3186, pruned_loss=0.08753, over 2466600.61 frames. utt_duration=1246 frames, utt_pad_proportion=0.06502, over 7930.48 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.328, pruned_loss=0.0939, over 2476072.36 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07921, over 23475.95 utterances.], batch size: 358, lr: 5.84e-04
2022-08-23 01:21:02,218 INFO [train.py:927] (5/8) Epoch 5, batch 17400, giga_loss[loss=0.2373, simple_loss=0.3206, pruned_loss=0.07697, over 12357.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02827, over 85.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3254, pruned_loss=0.09012, over 2474794.96 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07998, over 22861.21 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3193, pruned_loss=0.0879, over 2466477.10 frames. utt_duration=1232 frames, utt_pad_proportion=0.06815, over 8018.69 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3257, pruned_loss=0.09054, over 2476105.21 frames. utt_duration=408 frames, utt_pad_proportion=0.07895, over 24364.80 utterances.], batch size: 85, lr: 5.84e-04
2022-08-23 01:22:46,083 INFO [train.py:927] (5/8) Epoch 5, batch 17450, giga_loss[loss=0.2159, simple_loss=0.3112, pruned_loss=0.06034, over 12426.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04633, over 161.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3217, pruned_loss=0.08526, over 2474956.53 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07433, over 22990.35 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3193, pruned_loss=0.08791, over 2466398.71 frames. utt_duration=1233 frames, utt_pad_proportion=0.06788, over 8012.60 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3219, pruned_loss=0.08557, over 2476100.49 frames. utt_duration=409.9 frames, utt_pad_proportion=0.0739, over 24246.21 utterances.], batch size: 161, lr: 5.84e-04
2022-08-23 01:24:31,692 INFO [train.py:927] (5/8) Epoch 5, batch 17500, giga_loss[loss=0.239, simple_loss=0.3224, pruned_loss=0.07782, over 12367.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03214, over 104.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3222, pruned_loss=0.08416, over 2475229.49 frames. utt_duration=436.6 frames, utt_pad_proportion=0.06862, over 22753.75 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3189, pruned_loss=0.08777, over 2466406.72 frames. utt_duration=1237 frames, utt_pad_proportion=0.0669, over 7982.61 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3228, pruned_loss=0.08445, over 2476297.51 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06885, over 24044.37 utterances.], batch size: 104, lr: 5.84e-04
2022-08-23 01:26:12,944 INFO [train.py:927] (5/8) Epoch 5, batch 17550, giga_loss[loss=0.2029, simple_loss=0.287, pruned_loss=0.0594, over 12391.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0372, over 113.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3197, pruned_loss=0.0818, over 2475792.37 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06801, over 23463.10 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.319, pruned_loss=0.08755, over 2466467.86 frames. utt_duration=1241 frames, utt_pad_proportion=0.06535, over 7961.37 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3201, pruned_loss=0.0821, over 2476834.44 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06869, over 24938.77 utterances.], batch size: 113, lr: 5.84e-04
2022-08-23 01:27:58,386 INFO [train.py:927] (5/8) Epoch 5, batch 17600, giga_loss[loss=0.2538, simple_loss=0.3178, pruned_loss=0.09493, over 12373.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3177, pruned_loss=0.08037, over 2475882.84 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06983, over 24020.14 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3187, pruned_loss=0.08741, over 2466598.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.0644, over 7937.28 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3184, pruned_loss=0.08063, over 2476753.96 frames. utt_duration=389.9 frames, utt_pad_proportion=0.07056, over 25500.88 utterances.], batch size: 258, lr: 5.84e-04
2022-08-23 01:29:40,729 INFO [train.py:927] (5/8) Epoch 5, batch 17650, giga_loss[loss=0.1956, simple_loss=0.2875, pruned_loss=0.05187, over 12407.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06325, over 183.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3148, pruned_loss=0.07759, over 2475883.60 frames. utt_duration=424.5 frames, utt_pad_proportion=0.06605, over 23410.38 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3184, pruned_loss=0.08716, over 2466747.07 frames. utt_duration=1249 frames, utt_pad_proportion=0.06308, over 7911.58 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3156, pruned_loss=0.07779, over 2476694.39 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06726, over 25039.94 utterances.], batch size: 183, lr: 5.84e-04
2022-08-23 01:31:24,832 INFO [train.py:927] (5/8) Epoch 5, batch 17700, giga_loss[loss=0.1972, simple_loss=0.2834, pruned_loss=0.05551, over 12448.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02821, over 80.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3112, pruned_loss=0.07513, over 2476131.17 frames. utt_duration=423.9 frames, utt_pad_proportion=0.06702, over 23447.86 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3186, pruned_loss=0.08741, over 2467052.40 frames. utt_duration=1249 frames, utt_pad_proportion=0.0625, over 7911.90 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3115, pruned_loss=0.07476, over 2476756.81 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06816, over 25192.70 utterances.], batch size: 80, lr: 5.84e-04
2022-08-23 01:33:10,481 INFO [train.py:927] (5/8) Epoch 5, batch 17750, giga_loss[loss=0.2421, simple_loss=0.3239, pruned_loss=0.08021, over 12359.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03265, over 62.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3083, pruned_loss=0.07376, over 2476582.13 frames. utt_duration=425.5 frames, utt_pad_proportion=0.06685, over 23361.27 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.318, pruned_loss=0.08716, over 2466961.71 frames. utt_duration=1254 frames, utt_pad_proportion=0.06136, over 7877.50 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3088, pruned_loss=0.07339, over 2477380.54 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06813, over 25134.91 utterances.], batch size: 62, lr: 5.84e-04
2022-08-23 01:35:07,178 INFO [train.py:927] (5/8) Epoch 5, batch 17800, giga_loss[loss=0.2035, simple_loss=0.3013, pruned_loss=0.05285, over 12458.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03115, over 75.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3094, pruned_loss=0.07346, over 2477007.16 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06612, over 24054.92 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3181, pruned_loss=0.08723, over 2467241.60 frames. utt_duration=1251 frames, utt_pad_proportion=0.06108, over 7896.80 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3095, pruned_loss=0.07285, over 2477571.36 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06726, over 25729.21 utterances.], batch size: 75, lr: 5.83e-04
2022-08-23 01:37:06,474 INFO [train.py:927] (5/8) Epoch 5, batch 17850, giga_loss[loss=0.2101, simple_loss=0.2937, pruned_loss=0.0633, over 12429.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04893, over 161.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3098, pruned_loss=0.07384, over 2477009.59 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06677, over 24324.84 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3183, pruned_loss=0.0873, over 2467269.78 frames. utt_duration=1252 frames, utt_pad_proportion=0.05997, over 7891.52 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3096, pruned_loss=0.07298, over 2477639.87 frames. utt_duration=382 frames, utt_pad_proportion=0.068, over 26039.15 utterances.], batch size: 161, lr: 5.83e-04
2022-08-23 01:39:04,197 INFO [train.py:927] (5/8) Epoch 5, batch 17900, giga_loss[loss=0.1806, simple_loss=0.2643, pruned_loss=0.04839, over 12366.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1826, over 359.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3076, pruned_loss=0.07218, over 2477306.69 frames. utt_duration=405.4 frames, utt_pad_proportion=0.06822, over 24526.00 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3183, pruned_loss=0.08751, over 2467062.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06388, over 7949.82 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3072, pruned_loss=0.07095, over 2478224.84 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06812, over 26262.25 utterances.], batch size: 359, lr: 5.83e-04
2022-08-23 01:41:15,627 INFO [train.py:927] (5/8) Epoch 5, batch 17950, giga_loss[loss=0.1965, simple_loss=0.2783, pruned_loss=0.05734, over 12375.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02823, over 66.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3055, pruned_loss=0.0705, over 2477117.93 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06766, over 23926.05 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3189, pruned_loss=0.08777, over 2467326.44 frames. utt_duration=1228 frames, utt_pad_proportion=0.06794, over 8048.35 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3041, pruned_loss=0.06865, over 2477977.02 frames. utt_duration=384.9 frames, utt_pad_proportion=0.0665, over 25841.11 utterances.], batch size: 66, lr: 5.83e-04
2022-08-23 01:43:09,156 INFO [train.py:927] (5/8) Epoch 5, batch 18000, giga_loss[loss=0.2415, simple_loss=0.3219, pruned_loss=0.08057, over 12435.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.068, over 212.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3037, pruned_loss=0.06989, over 2477380.02 frames. utt_duration=421 frames, utt_pad_proportion=0.06607, over 23612.06 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3192, pruned_loss=0.08788, over 2467161.84 frames. utt_duration=1228 frames, utt_pad_proportion=0.06723, over 8046.47 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3021, pruned_loss=0.068, over 2478394.58 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06544, over 25423.15 utterances.], batch size: 212, lr: 5.83e-04
2022-08-23 01:43:09,157 INFO [train.py:958] (5/8) Computing validation loss
2022-08-23 01:43:24,754 INFO [train.py:967] (5/8) Epoch 5, validation: loss=0.218, simple_loss=0.3565, pruned_loss=0.03975, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 01:45:24,396 INFO [train.py:927] (5/8) Epoch 5, batch 18050, giga_loss[loss=0.2249, simple_loss=0.3139, pruned_loss=0.06795, over 12397.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03664, over 113.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.308, pruned_loss=0.07062, over 2477977.17 frames. utt_duration=410.4 frames, utt_pad_proportion=0.0679, over 24226.39 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3218, pruned_loss=0.08842, over 2467156.68 frames. utt_duration=1229 frames, utt_pad_proportion=0.06685, over 8039.85 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3041, pruned_loss=0.06839, over 2478912.29 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06741, over 25876.95 utterances.], batch size: 113, lr: 5.83e-04
2022-08-23 01:47:35,796 INFO [train.py:927] (5/8) Epoch 5, batch 18100, libri_loss[loss=0.2617, simple_loss=0.3097, pruned_loss=0.1068, over 12359.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004927, over 33.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3056, pruned_loss=0.06944, over 2477690.05 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06578, over 24340.73 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3216, pruned_loss=0.08845, over 2467105.42 frames. utt_duration=1232 frames, utt_pad_proportion=0.06621, over 8017.40 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3026, pruned_loss=0.06739, over 2478615.64 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06568, over 25886.70 utterances.], batch size: 33, lr: 5.83e-04
2022-08-23 01:49:38,275 INFO [train.py:927] (5/8) Epoch 5, batch 18150, giga_loss[loss=0.2178, simple_loss=0.3141, pruned_loss=0.06069, over 12433.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04925, over 161.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3073, pruned_loss=0.06945, over 2478424.93 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06593, over 24831.32 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3214, pruned_loss=0.08856, over 2466934.32 frames. utt_duration=1236 frames, utt_pad_proportion=0.06524, over 7995.30 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3048, pruned_loss=0.06739, over 2479482.53 frames. utt_duration=377.5 frames, utt_pad_proportion=0.0661, over 26359.21 utterances.], batch size: 161, lr: 5.83e-04
2022-08-23 01:51:37,590 INFO [train.py:927] (5/8) Epoch 5, batch 18200, giga_loss[loss=0.2221, simple_loss=0.3136, pruned_loss=0.06528, over 12393.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04499, over 146.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.308, pruned_loss=0.06877, over 2478238.91 frames. utt_duration=399.1 frames, utt_pad_proportion=0.0659, over 24913.07 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3209, pruned_loss=0.08838, over 2466555.37 frames. utt_duration=1235 frames, utt_pad_proportion=0.06497, over 8001.65 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.306, pruned_loss=0.06675, over 2479708.84 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06609, over 26580.24 utterances.], batch size: 146, lr: 5.82e-04
2022-08-23 01:53:44,053 INFO [train.py:927] (5/8) Epoch 5, batch 18250, giga_loss[loss=0.2216, simple_loss=0.3071, pruned_loss=0.06805, over 12395.00 frames. utt_duration=309 frames, utt_pad_proportion=0.0523, over 161.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3078, pruned_loss=0.06859, over 2477355.85 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06553, over 24114.58 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3204, pruned_loss=0.08825, over 2466459.02 frames. utt_duration=1222 frames, utt_pad_proportion=0.0687, over 8080.86 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3062, pruned_loss=0.06658, over 2478901.22 frames. utt_duration=385.3 frames, utt_pad_proportion=0.0648, over 25816.80 utterances.], batch size: 161, lr: 5.82e-04
2022-08-23 01:56:02,868 INFO [train.py:927] (5/8) Epoch 5, batch 18300, giga_loss[loss=0.2424, simple_loss=0.3083, pruned_loss=0.08824, over 12367.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1759, over 356.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3074, pruned_loss=0.0692, over 2477803.95 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06636, over 24308.12 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3206, pruned_loss=0.08823, over 2466395.82 frames. utt_duration=1226 frames, utt_pad_proportion=0.06734, over 8059.09 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3057, pruned_loss=0.06717, over 2479336.06 frames. utt_duration=382 frames, utt_pad_proportion=0.06608, over 26040.82 utterances.], batch size: 356, lr: 5.82e-04
2022-08-23 01:58:07,271 INFO [train.py:927] (5/8) Epoch 5, batch 18350, giga_loss[loss=0.2156, simple_loss=0.3043, pruned_loss=0.06348, over 12445.00 frames. utt_duration=542.3 frames, utt_pad_proportion=0.03152, over 92.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3047, pruned_loss=0.06778, over 2478525.67 frames. utt_duration=426 frames, utt_pad_proportion=0.06223, over 23338.07 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3205, pruned_loss=0.08823, over 2466681.73 frames. utt_duration=1226 frames, utt_pad_proportion=0.06691, over 8055.44 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3032, pruned_loss=0.06573, over 2479764.67 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06237, over 25078.96 utterances.], batch size: 92, lr: 5.82e-04
2022-08-23 02:00:17,227 INFO [train.py:927] (5/8) Epoch 5, batch 18400, giga_loss[loss=0.2398, simple_loss=0.3284, pruned_loss=0.07562, over 12435.00 frames. utt_duration=308 frames, utt_pad_proportion=0.04954, over 162.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3026, pruned_loss=0.06683, over 2478272.31 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06207, over 23201.54 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3202, pruned_loss=0.08806, over 2466702.72 frames. utt_duration=1228 frames, utt_pad_proportion=0.06642, over 8041.93 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3014, pruned_loss=0.06518, over 2479332.64 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06231, over 24715.20 utterances.], batch size: 162, lr: 5.82e-04
2022-08-23 02:02:17,740 INFO [train.py:927] (5/8) Epoch 5, batch 18450, giga_loss[loss=0.2111, simple_loss=0.2867, pruned_loss=0.06781, over 12406.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07361, over 212.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3048, pruned_loss=0.06874, over 2478575.57 frames. utt_duration=422.8 frames, utt_pad_proportion=0.0603, over 23513.71 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3204, pruned_loss=0.08827, over 2466788.88 frames. utt_duration=1230 frames, utt_pad_proportion=0.06589, over 8031.54 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3036, pruned_loss=0.06709, over 2479425.17 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06071, over 24849.11 utterances.], batch size: 212, lr: 5.82e-04
2022-08-23 02:04:23,501 INFO [train.py:927] (5/8) Epoch 5, batch 18500, giga_loss[loss=0.2146, simple_loss=0.2992, pruned_loss=0.06493, over 12445.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05602, over 182.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3042, pruned_loss=0.06929, over 2478418.68 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06156, over 23976.06 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3204, pruned_loss=0.08824, over 2466473.77 frames. utt_duration=1233 frames, utt_pad_proportion=0.06544, over 8014.27 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3032, pruned_loss=0.06784, over 2479480.55 frames. utt_duration=395 frames, utt_pad_proportion=0.06195, over 25187.25 utterances.], batch size: 182, lr: 5.82e-04
2022-08-23 02:06:35,163 INFO [train.py:927] (5/8) Epoch 5, batch 18550, giga_loss[loss=0.2373, simple_loss=0.3045, pruned_loss=0.08499, over 12421.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09965, over 257.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.305, pruned_loss=0.06938, over 2478516.72 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06554, over 24817.53 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3199, pruned_loss=0.088, over 2466504.94 frames. utt_duration=1237 frames, utt_pad_proportion=0.06429, over 7986.33 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3042, pruned_loss=0.06793, over 2479657.35 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06593, over 26236.66 utterances.], batch size: 257, lr: 5.82e-04
2022-08-23 02:08:49,263 INFO [train.py:927] (5/8) Epoch 5, batch 18600, giga_loss[loss=0.2022, simple_loss=0.2791, pruned_loss=0.06265, over 12413.00 frames. utt_duration=233.1 frames, utt_pad_proportion=0.07516, over 214.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3031, pruned_loss=0.06914, over 2478260.51 frames. utt_duration=382.9 frames, utt_pad_proportion=0.07224, over 25972.35 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3196, pruned_loss=0.08804, over 2466314.84 frames. utt_duration=1242 frames, utt_pad_proportion=0.06337, over 7955.83 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3024, pruned_loss=0.06764, over 2479572.67 frames. utt_duration=362.6 frames, utt_pad_proportion=0.07246, over 27438.18 utterances.], batch size: 214, lr: 5.82e-04
2022-08-23 02:10:51,476 INFO [train.py:927] (5/8) Epoch 5, batch 18650, giga_loss[loss=0.2156, simple_loss=0.3084, pruned_loss=0.06139, over 12446.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03208, over 75.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2976, pruned_loss=0.06661, over 2478115.41 frames. utt_duration=389.3 frames, utt_pad_proportion=0.07082, over 25539.98 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3195, pruned_loss=0.08797, over 2466313.09 frames. utt_duration=1244 frames, utt_pad_proportion=0.06238, over 7941.85 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2968, pruned_loss=0.06513, over 2479368.21 frames. utt_duration=368.1 frames, utt_pad_proportion=0.07137, over 27025.97 utterances.], batch size: 75, lr: 5.81e-04
2022-08-23 02:12:49,962 INFO [train.py:927] (5/8) Epoch 5, batch 18700, giga_loss[loss=0.218, simple_loss=0.3058, pruned_loss=0.06512, over 12423.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0389, over 133.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2981, pruned_loss=0.06689, over 2478477.56 frames. utt_duration=387 frames, utt_pad_proportion=0.07037, over 25695.67 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3195, pruned_loss=0.08797, over 2466313.09 frames. utt_duration=1244 frames, utt_pad_proportion=0.06238, over 7941.85 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2975, pruned_loss=0.06574, over 2479452.63 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07081, over 26852.23 utterances.], batch size: 133, lr: 5.81e-04
2022-08-23 02:14:55,165 INFO [train.py:927] (5/8) Epoch 5, batch 18750, giga_loss[loss=0.2162, simple_loss=0.2948, pruned_loss=0.06875, over 12441.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04735, over 147.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2963, pruned_loss=0.06542, over 2478284.85 frames. utt_duration=387.2 frames, utt_pad_proportion=0.07259, over 25680.78 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.32, pruned_loss=0.08815, over 2466556.41 frames. utt_duration=1233 frames, utt_pad_proportion=0.06647, over 8011.03 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2952, pruned_loss=0.06416, over 2478941.17 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07183, over 26687.76 utterances.], batch size: 147, lr: 5.81e-04
2022-08-23 02:17:12,892 INFO [train.py:927] (5/8) Epoch 5, batch 18800, giga_loss[loss=0.23, simple_loss=0.3269, pruned_loss=0.06656, over 12442.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02905, over 122.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2952, pruned_loss=0.0641, over 2477986.09 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07001, over 25035.26 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.32, pruned_loss=0.08812, over 2466465.63 frames. utt_duration=1234 frames, utt_pad_proportion=0.06621, over 8004.97 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2942, pruned_loss=0.06305, over 2478617.03 frames. utt_duration=384 frames, utt_pad_proportion=0.06956, over 25897.28 utterances.], batch size: 122, lr: 5.81e-04
2022-08-23 02:19:11,041 INFO [train.py:927] (5/8) Epoch 5, batch 18850, giga_loss[loss=0.2221, simple_loss=0.3028, pruned_loss=0.07065, over 12436.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03754, over 133.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2956, pruned_loss=0.06487, over 2477928.84 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07212, over 25165.16 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3201, pruned_loss=0.08804, over 2466732.31 frames. utt_duration=1236 frames, utt_pad_proportion=0.06513, over 7989.90 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2942, pruned_loss=0.06356, over 2478462.02 frames. utt_duration=378.5 frames, utt_pad_proportion=0.07206, over 26271.90 utterances.], batch size: 133, lr: 5.81e-04
2022-08-23 02:21:15,555 INFO [train.py:927] (5/8) Epoch 5, batch 18900, giga_loss[loss=0.2106, simple_loss=0.297, pruned_loss=0.06206, over 12422.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03941, over 105.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2957, pruned_loss=0.06436, over 2478023.56 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06974, over 25216.65 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3198, pruned_loss=0.08788, over 2466550.03 frames. utt_duration=1240 frames, utt_pad_proportion=0.06416, over 7964.25 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2943, pruned_loss=0.06307, over 2478795.39 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07008, over 26410.81 utterances.], batch size: 105, lr: 5.81e-04
2022-08-23 02:23:11,431 INFO [train.py:927] (5/8) Epoch 5, batch 18950, giga_loss[loss=0.2086, simple_loss=0.3046, pruned_loss=0.05627, over 12433.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03488, over 105.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2983, pruned_loss=0.06553, over 2477899.69 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07093, over 25310.20 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3193, pruned_loss=0.08769, over 2466769.90 frames. utt_duration=1244 frames, utt_pad_proportion=0.06304, over 7940.68 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2969, pruned_loss=0.06384, over 2478729.07 frames. utt_duration=369.4 frames, utt_pad_proportion=0.07154, over 26925.00 utterances.], batch size: 105, lr: 5.81e-04
2022-08-23 02:25:06,379 INFO [train.py:927] (5/8) Epoch 5, batch 19000, giga_loss[loss=0.2173, simple_loss=0.3025, pruned_loss=0.06609, over 12424.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03554, over 105.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2993, pruned_loss=0.06589, over 2478375.45 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07019, over 25131.48 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3192, pruned_loss=0.08767, over 2467317.47 frames. utt_duration=1243 frames, utt_pad_proportion=0.06237, over 7948.94 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2976, pruned_loss=0.06385, over 2478905.16 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07098, over 26969.79 utterances.], batch size: 105, lr: 5.81e-04
2022-08-23 02:27:09,117 INFO [train.py:927] (5/8) Epoch 5, batch 19050, libri_loss[loss=0.2595, simple_loss=0.3287, pruned_loss=0.09517, over 12347.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005932, over 33.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2976, pruned_loss=0.06466, over 2478237.00 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06989, over 25241.06 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3197, pruned_loss=0.08779, over 2467443.52 frames. utt_duration=1233 frames, utt_pad_proportion=0.06583, over 8017.68 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2953, pruned_loss=0.06241, over 2478801.12 frames. utt_duration=367.7 frames, utt_pad_proportion=0.06982, over 27055.20 utterances.], batch size: 33, lr: 5.80e-04
2022-08-23 02:29:07,296 INFO [train.py:927] (5/8) Epoch 5, batch 19100, giga_loss[loss=0.2087, simple_loss=0.2965, pruned_loss=0.06045, over 12465.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.03179, over 92.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2961, pruned_loss=0.06469, over 2477379.32 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07228, over 25016.87 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3192, pruned_loss=0.08752, over 2467324.66 frames. utt_duration=1238 frames, utt_pad_proportion=0.06417, over 7982.30 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2939, pruned_loss=0.06231, over 2478310.10 frames. utt_duration=366.6 frames, utt_pad_proportion=0.07253, over 27129.15 utterances.], batch size: 92, lr: 5.80e-04
2022-08-23 02:31:15,664 INFO [train.py:927] (5/8) Epoch 5, batch 19150, giga_loss[loss=0.212, simple_loss=0.297, pruned_loss=0.06347, over 12363.00 frames. utt_duration=660.4 frames, utt_pad_proportion=0.03305, over 75.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2974, pruned_loss=0.06534, over 2477047.36 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07234, over 24497.68 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3186, pruned_loss=0.0873, over 2467098.71 frames. utt_duration=1232 frames, utt_pad_proportion=0.06713, over 8021.16 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2955, pruned_loss=0.06293, over 2478283.04 frames. utt_duration=372.9 frames, utt_pad_proportion=0.0718, over 26671.25 utterances.], batch size: 75, lr: 5.80e-04
2022-08-23 02:33:10,075 INFO [train.py:927] (5/8) Epoch 5, batch 19200, giga_loss[loss=0.2164, simple_loss=0.306, pruned_loss=0.06342, over 12402.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03185, over 80.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2992, pruned_loss=0.06646, over 2477090.40 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07357, over 24455.51 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3185, pruned_loss=0.08728, over 2467397.10 frames. utt_duration=1225 frames, utt_pad_proportion=0.06942, over 8065.61 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2972, pruned_loss=0.06395, over 2478064.81 frames. utt_duration=374 frames, utt_pad_proportion=0.07243, over 26589.46 utterances.], batch size: 80, lr: 5.80e-04
2022-08-23 02:35:13,588 INFO [train.py:927] (5/8) Epoch 5, batch 19250, giga_loss[loss=0.1936, simple_loss=0.2705, pruned_loss=0.05839, over 12367.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1757, over 356.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3013, pruned_loss=0.06717, over 2477031.05 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07452, over 24769.09 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.318, pruned_loss=0.08699, over 2467069.65 frames. utt_duration=1232 frames, utt_pad_proportion=0.06803, over 8021.25 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2997, pruned_loss=0.06487, over 2478365.44 frames. utt_duration=369 frames, utt_pad_proportion=0.07392, over 26957.26 utterances.], batch size: 356, lr: 5.80e-04
2022-08-23 02:37:26,526 INFO [train.py:927] (5/8) Epoch 5, batch 19300, giga_loss[loss=0.2201, simple_loss=0.3022, pruned_loss=0.06903, over 12315.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.03273, over 70.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3, pruned_loss=0.06643, over 2477005.20 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07596, over 24501.13 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3175, pruned_loss=0.08665, over 2466947.72 frames. utt_duration=1222 frames, utt_pad_proportion=0.07137, over 8083.43 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2985, pruned_loss=0.06424, over 2478490.02 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07448, over 26725.52 utterances.], batch size: 70, lr: 5.80e-04
2022-08-23 02:39:23,824 INFO [train.py:927] (5/8) Epoch 5, batch 19350, giga_loss[loss=0.2202, simple_loss=0.3068, pruned_loss=0.06678, over 12358.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02946, over 91.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2997, pruned_loss=0.06677, over 2477132.48 frames. utt_duration=388.7 frames, utt_pad_proportion=0.08066, over 25571.93 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3176, pruned_loss=0.08669, over 2467172.53 frames. utt_duration=1215 frames, utt_pad_proportion=0.07401, over 8133.76 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.298, pruned_loss=0.06445, over 2478385.79 frames. utt_duration=358.3 frames, utt_pad_proportion=0.07857, over 27761.12 utterances.], batch size: 91, lr: 5.80e-04
2022-08-23 02:41:30,645 INFO [train.py:927] (5/8) Epoch 5, batch 19400, giga_loss[loss=0.1971, simple_loss=0.2835, pruned_loss=0.0554, over 12442.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03744, over 133.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2974, pruned_loss=0.06598, over 2476789.27 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07786, over 24931.54 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3167, pruned_loss=0.08602, over 2466910.91 frames. utt_duration=1219 frames, utt_pad_proportion=0.07306, over 8104.61 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2962, pruned_loss=0.06409, over 2478327.10 frames. utt_duration=365.2 frames, utt_pad_proportion=0.07666, over 27232.35 utterances.], batch size: 133, lr: 5.80e-04
2022-08-23 02:43:26,495 INFO [train.py:927] (5/8) Epoch 5, batch 19450, giga_loss[loss=0.2059, simple_loss=0.2931, pruned_loss=0.05934, over 12378.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05572, over 181.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2975, pruned_loss=0.06525, over 2476779.46 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0754, over 24479.61 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3169, pruned_loss=0.08598, over 2467134.91 frames. utt_duration=1219 frames, utt_pad_proportion=0.07186, over 8102.59 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2956, pruned_loss=0.06288, over 2478221.56 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07499, over 27037.66 utterances.], batch size: 181, lr: 5.80e-04
2022-08-23 02:45:24,577 INFO [train.py:927] (5/8) Epoch 5, batch 19500, giga_loss[loss=0.1879, simple_loss=0.2849, pruned_loss=0.04545, over 12421.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03253, over 122.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2992, pruned_loss=0.06454, over 2477081.00 frames. utt_duration=411.2 frames, utt_pad_proportion=0.07258, over 24167.10 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3161, pruned_loss=0.08559, over 2466772.91 frames. utt_duration=1226 frames, utt_pad_proportion=0.07057, over 8060.40 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2979, pruned_loss=0.06254, over 2478772.34 frames. utt_duration=374 frames, utt_pad_proportion=0.07288, over 26599.07 utterances.], batch size: 122, lr: 5.79e-04
2022-08-23 02:47:34,627 INFO [train.py:927] (5/8) Epoch 5, batch 19550, giga_loss[loss=0.1838, simple_loss=0.2659, pruned_loss=0.05087, over 12395.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1787, over 358.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2993, pruned_loss=0.06411, over 2477184.98 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07122, over 23928.59 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3159, pruned_loss=0.08561, over 2466695.51 frames. utt_duration=1228 frames, utt_pad_proportion=0.07019, over 8041.87 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2984, pruned_loss=0.06234, over 2478661.57 frames. utt_duration=382.7 frames, utt_pad_proportion=0.07166, over 25985.34 utterances.], batch size: 358, lr: 5.79e-04
2022-08-23 02:49:40,534 INFO [train.py:927] (5/8) Epoch 5, batch 19600, giga_loss[loss=0.2151, simple_loss=0.3005, pruned_loss=0.0648, over 12387.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07529, over 212.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3005, pruned_loss=0.06527, over 2477297.27 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07405, over 24529.91 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3163, pruned_loss=0.08589, over 2466928.92 frames. utt_duration=1210 frames, utt_pad_proportion=0.07683, over 8163.83 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2988, pruned_loss=0.06291, over 2478609.44 frames. utt_duration=374 frames, utt_pad_proportion=0.07237, over 26591.54 utterances.], batch size: 212, lr: 5.79e-04
2022-08-23 02:51:55,976 INFO [train.py:927] (5/8) Epoch 5, batch 19650, giga_loss[loss=0.2634, simple_loss=0.3465, pruned_loss=0.09015, over 12334.00 frames. utt_duration=625.7 frames, utt_pad_proportion=0.02685, over 79.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3018, pruned_loss=0.06544, over 2477327.65 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07425, over 25313.15 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3168, pruned_loss=0.08599, over 2466960.04 frames. utt_duration=1206 frames, utt_pad_proportion=0.07688, over 8192.16 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2998, pruned_loss=0.0632, over 2478489.83 frames. utt_duration=366.3 frames, utt_pad_proportion=0.0729, over 27155.80 utterances.], batch size: 79, lr: 5.79e-04
2022-08-23 02:54:08,505 INFO [train.py:927] (5/8) Epoch 5, batch 19700, libri_loss[loss=0.2603, simple_loss=0.3318, pruned_loss=0.09443, over 12413.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02339, over 43.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3035, pruned_loss=0.06682, over 2476888.20 frames. utt_duration=407 frames, utt_pad_proportion=0.07228, over 24414.35 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3162, pruned_loss=0.08569, over 2466991.68 frames. utt_duration=1209 frames, utt_pad_proportion=0.07474, over 8169.42 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3018, pruned_loss=0.06438, over 2478246.50 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07185, over 26674.26 utterances.], batch size: 43, lr: 5.79e-04
2022-08-23 02:56:28,383 INFO [train.py:927] (5/8) Epoch 5, batch 19750, giga_loss[loss=0.2149, simple_loss=0.3019, pruned_loss=0.06395, over 12391.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05563, over 181.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3037, pruned_loss=0.06781, over 2477000.16 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07189, over 24334.56 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3165, pruned_loss=0.08608, over 2467353.55 frames. utt_duration=1204 frames, utt_pad_proportion=0.0761, over 8206.68 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3016, pruned_loss=0.06489, over 2478088.82 frames. utt_duration=373.4 frames, utt_pad_proportion=0.0711, over 26630.34 utterances.], batch size: 181, lr: 5.79e-04
2022-08-23 02:58:32,367 INFO [train.py:927] (5/8) Epoch 5, batch 19800, giga_loss[loss=0.224, simple_loss=0.3047, pruned_loss=0.07169, over 12431.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04202, over 146.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3012, pruned_loss=0.06538, over 2477062.47 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07141, over 24230.13 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3163, pruned_loss=0.08593, over 2467075.99 frames. utt_duration=1206 frames, utt_pad_proportion=0.0753, over 8194.61 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2996, pruned_loss=0.06296, over 2478306.01 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07101, over 26266.06 utterances.], batch size: 146, lr: 5.79e-04
2022-08-23 03:00:36,346 INFO [train.py:927] (5/8) Epoch 5, batch 19850, giga_loss[loss=0.1995, simple_loss=0.2894, pruned_loss=0.05479, over 12376.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02808, over 70.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3038, pruned_loss=0.06588, over 2477640.13 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06944, over 24466.68 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3172, pruned_loss=0.08633, over 2467073.01 frames. utt_duration=1199 frames, utt_pad_proportion=0.07614, over 8242.54 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.3015, pruned_loss=0.06341, over 2478723.91 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06897, over 26178.38 utterances.], batch size: 70, lr: 5.79e-04
2022-08-23 03:02:27,441 INFO [train.py:927] (5/8) Epoch 5, batch 19900, giga_loss[loss=0.2087, simple_loss=0.2862, pruned_loss=0.0656, over 12423.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06874, over 212.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3028, pruned_loss=0.06608, over 2477219.20 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06629, over 23966.67 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3169, pruned_loss=0.08618, over 2466713.02 frames. utt_duration=1203 frames, utt_pad_proportion=0.07465, over 8212.44 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.3009, pruned_loss=0.06368, over 2478719.66 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06649, over 25814.48 utterances.], batch size: 212, lr: 5.78e-04
2022-08-23 03:04:21,666 INFO [train.py:927] (5/8) Epoch 5, batch 19950, giga_loss[loss=0.2172, simple_loss=0.3176, pruned_loss=0.05844, over 12396.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03897, over 113.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3045, pruned_loss=0.06779, over 2477372.86 frames. utt_duration=409 frames, utt_pad_proportion=0.06543, over 24297.95 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3165, pruned_loss=0.086, over 2466755.33 frames. utt_duration=1203 frames, utt_pad_proportion=0.07399, over 8211.31 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.303, pruned_loss=0.06561, over 2478734.27 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06578, over 26114.48 utterances.], batch size: 113, lr: 5.78e-04
2022-08-23 03:06:05,837 INFO [train.py:927] (5/8) Epoch 5, batch 20000, giga_loss[loss=0.271, simple_loss=0.3535, pruned_loss=0.09432, over 12367.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03171, over 97.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.313, pruned_loss=0.07282, over 2477105.31 frames. utt_duration=430.6 frames, utt_pad_proportion=0.06735, over 23077.85 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3173, pruned_loss=0.08647, over 2467046.05 frames. utt_duration=1203 frames, utt_pad_proportion=0.07292, over 8212.62 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3109, pruned_loss=0.07024, over 2478197.21 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0678, over 24949.25 utterances.], batch size: 97, lr: 5.78e-04
2022-08-23 03:07:49,852 INFO [train.py:927] (5/8) Epoch 5, batch 20050, giga_loss[loss=0.2323, simple_loss=0.3087, pruned_loss=0.07791, over 12367.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0311, over 97.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3127, pruned_loss=0.07379, over 2476418.10 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07004, over 22647.62 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3173, pruned_loss=0.08644, over 2467119.22 frames. utt_duration=1207 frames, utt_pad_proportion=0.07232, over 8188.54 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.311, pruned_loss=0.07159, over 2477353.82 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07042, over 24344.55 utterances.], batch size: 97, lr: 5.78e-04
2022-08-23 03:09:32,190 INFO [train.py:927] (5/8) Epoch 5, batch 20100, giga_loss[loss=0.2026, simple_loss=0.2733, pruned_loss=0.06594, over 12372.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1085, over 259.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3071, pruned_loss=0.07222, over 2475674.17 frames. utt_duration=452.5 frames, utt_pad_proportion=0.06909, over 21949.30 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3176, pruned_loss=0.08638, over 2467586.60 frames. utt_duration=1212 frames, utt_pad_proportion=0.07099, over 8155.25 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3053, pruned_loss=0.07019, over 2476184.18 frames. utt_duration=420 frames, utt_pad_proportion=0.06986, over 23659.77 utterances.], batch size: 259, lr: 5.78e-04
2022-08-23 03:11:15,743 INFO [train.py:927] (5/8) Epoch 5, batch 20150, giga_loss[loss=0.1925, simple_loss=0.2683, pruned_loss=0.05836, over 12209.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0298, over 42.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2987, pruned_loss=0.06921, over 2474532.91 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07234, over 21712.74 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3176, pruned_loss=0.0864, over 2467697.24 frames. utt_duration=1212 frames, utt_pad_proportion=0.07029, over 8153.91 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.297, pruned_loss=0.06738, over 2474935.03 frames. utt_duration=427 frames, utt_pad_proportion=0.07301, over 23255.80 utterances.], batch size: 42, lr: 5.78e-04
2022-08-23 03:12:58,549 INFO [train.py:927] (5/8) Epoch 5, batch 20200, giga_loss[loss=0.1628, simple_loss=0.2418, pruned_loss=0.0419, over 12205.00 frames. utt_duration=1879 frames, utt_pad_proportion=0.05667, over 26.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2913, pruned_loss=0.06611, over 2473877.89 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06899, over 20381.41 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3175, pruned_loss=0.08655, over 2467941.32 frames. utt_duration=1203 frames, utt_pad_proportion=0.07413, over 8217.14 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2897, pruned_loss=0.06419, over 2474092.78 frames. utt_duration=455.7 frames, utt_pad_proportion=0.06851, over 21784.12 utterances.], batch size: 26, lr: 5.78e-04
2022-08-23 03:14:39,917 INFO [train.py:927] (5/8) Epoch 5, batch 20250, giga_loss[loss=0.1957, simple_loss=0.2708, pruned_loss=0.06034, over 12291.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02353, over 54.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2869, pruned_loss=0.06433, over 2473972.70 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06541, over 19329.94 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3176, pruned_loss=0.08658, over 2468200.54 frames. utt_duration=1202 frames, utt_pad_proportion=0.07291, over 8226.52 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2848, pruned_loss=0.06222, over 2474064.40 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06558, over 20754.22 utterances.], batch size: 54, lr: 5.78e-04
2022-08-23 03:16:23,326 INFO [train.py:927] (5/8) Epoch 5, batch 20300, giga_loss[loss=0.1679, simple_loss=0.248, pruned_loss=0.0439, over 12460.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03528, over 37.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2807, pruned_loss=0.06132, over 2474152.47 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06353, over 19100.31 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3172, pruned_loss=0.08622, over 2468336.32 frames. utt_duration=1204 frames, utt_pad_proportion=0.07217, over 8207.27 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2789, pruned_loss=0.05966, over 2474173.14 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06402, over 20393.28 utterances.], batch size: 37, lr: 5.78e-04
2022-08-23 03:18:06,808 INFO [train.py:927] (5/8) Epoch 5, batch 20350, giga_loss[loss=0.1527, simple_loss=0.2357, pruned_loss=0.03488, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02852, over 45.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2767, pruned_loss=0.05981, over 2474266.13 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06283, over 19175.88 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3171, pruned_loss=0.08615, over 2468238.05 frames. utt_duration=1207 frames, utt_pad_proportion=0.07101, over 8193.14 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2744, pruned_loss=0.05785, over 2474512.89 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06361, over 20520.98 utterances.], batch size: 45, lr: 5.77e-04
2022-08-23 03:19:47,003 INFO [train.py:927] (5/8) Epoch 5, batch 20400, giga_loss[loss=0.158, simple_loss=0.2354, pruned_loss=0.04024, over 12379.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04541, over 146.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2694, pruned_loss=0.05655, over 2474682.48 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06087, over 18912.28 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3169, pruned_loss=0.08606, over 2468108.86 frames. utt_duration=1208 frames, utt_pad_proportion=0.07077, over 8183.18 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2675, pruned_loss=0.05496, over 2475036.03 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06168, over 20026.85 utterances.], batch size: 146, lr: 5.77e-04
2022-08-23 03:21:29,327 INFO [train.py:927] (5/8) Epoch 5, batch 20450, giga_loss[loss=0.2102, simple_loss=0.2979, pruned_loss=0.06119, over 12330.00 frames. utt_duration=582 frames, utt_pad_proportion=0.0333, over 85.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2751, pruned_loss=0.06037, over 2475244.97 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06529, over 19249.48 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3174, pruned_loss=0.08643, over 2468174.10 frames. utt_duration=1199 frames, utt_pad_proportion=0.07333, over 8241.86 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2719, pruned_loss=0.05796, over 2475656.75 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06451, over 20380.77 utterances.], batch size: 85, lr: 5.77e-04
2022-08-23 03:23:10,396 INFO [train.py:927] (5/8) Epoch 5, batch 20500, giga_loss[loss=0.2218, simple_loss=0.3021, pruned_loss=0.07071, over 12258.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03642, over 28.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2867, pruned_loss=0.06626, over 2475259.90 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06116, over 18638.81 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.317, pruned_loss=0.08621, over 2468241.32 frames. utt_duration=1203 frames, utt_pad_proportion=0.07171, over 8216.66 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2829, pruned_loss=0.06357, over 2475818.95 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06121, over 20014.82 utterances.], batch size: 28, lr: 5.77e-04
2022-08-23 03:24:52,179 INFO [train.py:927] (5/8) Epoch 5, batch 20550, giga_loss[loss=0.2383, simple_loss=0.3267, pruned_loss=0.07495, over 12437.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03849, over 123.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.294, pruned_loss=0.06892, over 2473618.29 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06222, over 17966.42 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3168, pruned_loss=0.08611, over 2467903.91 frames. utt_duration=1185 frames, utt_pad_proportion=0.07829, over 8341.06 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2902, pruned_loss=0.06613, over 2474580.79 frames. utt_duration=513.8 frames, utt_pad_proportion=0.05909, over 19321.82 utterances.], batch size: 123, lr: 5.77e-04
2022-08-23 03:26:35,263 INFO [train.py:927] (5/8) Epoch 5, batch 20600, giga_loss[loss=0.2751, simple_loss=0.3453, pruned_loss=0.1025, over 12358.00 frames. utt_duration=583 frames, utt_pad_proportion=0.03152, over 85.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2983, pruned_loss=0.06999, over 2474827.85 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05905, over 17873.54 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3166, pruned_loss=0.08603, over 2467960.39 frames. utt_duration=1187 frames, utt_pad_proportion=0.07803, over 8329.35 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2953, pruned_loss=0.0678, over 2475558.58 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05681, over 18981.47 utterances.], batch size: 85, lr: 5.77e-04
2022-08-23 03:28:17,222 INFO [train.py:927] (5/8) Epoch 5, batch 20650, giga_loss[loss=0.235, simple_loss=0.3181, pruned_loss=0.07589, over 12481.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03186, over 40.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.303, pruned_loss=0.07257, over 2473840.09 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05997, over 17430.17 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3174, pruned_loss=0.08609, over 2467830.25 frames. utt_duration=1187 frames, utt_pad_proportion=0.07721, over 8327.17 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2996, pruned_loss=0.07044, over 2474676.86 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05822, over 18526.40 utterances.], batch size: 40, lr: 5.77e-04
2022-08-23 03:29:59,071 INFO [train.py:927] (5/8) Epoch 5, batch 20700, giga_loss[loss=0.2616, simple_loss=0.3482, pruned_loss=0.08748, over 12386.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04634, over 31.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3083, pruned_loss=0.0751, over 2473098.47 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06176, over 17891.32 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3175, pruned_loss=0.08625, over 2467374.76 frames. utt_duration=1191 frames, utt_pad_proportion=0.07639, over 8298.42 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3053, pruned_loss=0.07311, over 2474262.06 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06059, over 18917.59 utterances.], batch size: 31, lr: 5.77e-04
2022-08-23 03:31:40,523 INFO [train.py:927] (5/8) Epoch 5, batch 20750, giga_loss[loss=0.2082, simple_loss=0.2998, pruned_loss=0.0583, over 12349.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04557, over 26.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3121, pruned_loss=0.07706, over 2473487.00 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06995, over 18381.46 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3176, pruned_loss=0.08649, over 2467795.17 frames. utt_duration=1187 frames, utt_pad_proportion=0.07813, over 8327.86 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3094, pruned_loss=0.07487, over 2474265.33 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06781, over 19531.33 utterances.], batch size: 26, lr: 5.77e-04
2022-08-23 03:33:23,640 INFO [train.py:927] (5/8) Epoch 5, batch 20800, giga_loss[loss=0.2264, simple_loss=0.3138, pruned_loss=0.06948, over 12391.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06422, over 183.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3137, pruned_loss=0.07657, over 2473417.71 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06532, over 17847.85 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3175, pruned_loss=0.08644, over 2467516.82 frames. utt_duration=1187 frames, utt_pad_proportion=0.0777, over 8325.07 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3115, pruned_loss=0.07471, over 2474400.03 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06391, over 18933.00 utterances.], batch size: 183, lr: 5.76e-04
2022-08-23 03:35:03,680 INFO [train.py:927] (5/8) Epoch 5, batch 20850, giga_loss[loss=0.2262, simple_loss=0.3106, pruned_loss=0.07095, over 12374.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02791, over 66.00 utterances.], tot_loss[loss=0.232, simple_loss=0.313, pruned_loss=0.07545, over 2473669.01 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06649, over 17623.38 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3169, pruned_loss=0.08623, over 2467570.61 frames. utt_duration=1194 frames, utt_pad_proportion=0.07609, over 8278.96 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3117, pruned_loss=0.07386, over 2474584.76 frames. utt_duration=528.4 frames, utt_pad_proportion=0.0658, over 18785.29 utterances.], batch size: 66, lr: 5.76e-04
2022-08-23 03:36:46,585 INFO [train.py:927] (5/8) Epoch 5, batch 20900, giga_loss[loss=0.2718, simple_loss=0.3357, pruned_loss=0.104, over 12358.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02714, over 48.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3142, pruned_loss=0.07714, over 2473667.64 frames. utt_duration=586 frames, utt_pad_proportion=0.06889, over 16926.69 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.317, pruned_loss=0.08641, over 2467546.15 frames. utt_duration=1173 frames, utt_pad_proportion=0.08287, over 8425.50 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3129, pruned_loss=0.07526, over 2474682.85 frames. utt_duration=548.7 frames, utt_pad_proportion=0.0649, over 18088.38 utterances.], batch size: 48, lr: 5.76e-04
2022-08-23 03:38:31,577 INFO [train.py:927] (5/8) Epoch 5, batch 20950, giga_loss[loss=0.2475, simple_loss=0.3174, pruned_loss=0.0888, over 12239.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03004, over 42.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3151, pruned_loss=0.07944, over 2473383.29 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06655, over 16886.30 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3165, pruned_loss=0.08632, over 2467720.14 frames. utt_duration=1180 frames, utt_pad_proportion=0.08064, over 8377.32 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3145, pruned_loss=0.0777, over 2474242.43 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06427, over 18185.41 utterances.], batch size: 42, lr: 5.76e-04
2022-08-23 03:40:15,349 INFO [train.py:927] (5/8) Epoch 5, batch 21000, giga_loss[loss=0.2798, simple_loss=0.3383, pruned_loss=0.1107, over 12349.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03187, over 85.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3141, pruned_loss=0.0793, over 2473827.62 frames. utt_duration=581.8 frames, utt_pad_proportion=0.06345, over 17052.45 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3166, pruned_loss=0.0864, over 2467973.37 frames. utt_duration=1181 frames, utt_pad_proportion=0.08001, over 8369.55 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3134, pruned_loss=0.07779, over 2474327.89 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06205, over 18159.28 utterances.], batch size: 85, lr: 5.76e-04
2022-08-23 03:40:15,350 INFO [train.py:958] (5/8) Computing validation loss
2022-08-23 03:40:29,086 INFO [train.py:967] (5/8) 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] (5/8) Epoch 5, batch 21050, giga_loss[loss=0.2332, simple_loss=0.314, pruned_loss=0.07621, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02641, over 45.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3136, pruned_loss=0.07866, over 2473684.64 frames. utt_duration=584.7 frames, utt_pad_proportion=0.05898, over 16966.66 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.317, pruned_loss=0.08647, over 2467974.50 frames. utt_duration=1182 frames, utt_pad_proportion=0.07972, over 8360.70 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3127, pruned_loss=0.07738, over 2474103.69 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05818, over 17883.04 utterances.], batch size: 45, lr: 5.76e-04
2022-08-23 03:43:58,695 INFO [train.py:927] (5/8) Epoch 5, batch 21100, giga_loss[loss=0.1976, simple_loss=0.2761, pruned_loss=0.05959, over 12404.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04399, over 146.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.309, pruned_loss=0.07637, over 2474304.00 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06647, over 17861.05 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3168, pruned_loss=0.0864, over 2468151.36 frames. utt_duration=1187 frames, utt_pad_proportion=0.07894, over 8327.46 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3084, pruned_loss=0.07532, over 2474556.42 frames. utt_duration=530 frames, utt_pad_proportion=0.06577, over 18729.82 utterances.], batch size: 146, lr: 5.76e-04
2022-08-23 03:45:45,115 INFO [train.py:927] (5/8) Epoch 5, batch 21150, giga_loss[loss=0.2087, simple_loss=0.2866, pruned_loss=0.06535, over 12407.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05626, over 162.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3051, pruned_loss=0.07487, over 2474477.08 frames. utt_duration=536.9 frames, utt_pad_proportion=0.07083, over 18487.18 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.317, pruned_loss=0.08675, over 2468073.81 frames. utt_duration=1185 frames, utt_pad_proportion=0.08064, over 8344.21 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.304, pruned_loss=0.07326, over 2475019.53 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06944, over 19628.82 utterances.], batch size: 162, lr: 5.76e-04
2022-08-23 03:47:26,800 INFO [train.py:927] (5/8) Epoch 5, batch 21200, giga_loss[loss=0.2416, simple_loss=0.3214, pruned_loss=0.08087, over 12394.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03554, over 80.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3038, pruned_loss=0.07428, over 2473634.16 frames. utt_duration=562.7 frames, utt_pad_proportion=0.0673, over 17630.79 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3171, pruned_loss=0.08699, over 2468147.28 frames. utt_duration=1178 frames, utt_pad_proportion=0.08258, over 8388.99 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3025, pruned_loss=0.07237, over 2474202.63 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06534, over 18822.37 utterances.], batch size: 80, lr: 5.75e-04
2022-08-23 03:49:08,194 INFO [train.py:927] (5/8) Epoch 5, batch 21250, giga_loss[loss=0.1872, simple_loss=0.2739, pruned_loss=0.05021, over 12333.00 frames. utt_duration=668.2 frames, utt_pad_proportion=0.0273, over 74.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3017, pruned_loss=0.07338, over 2473320.52 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06677, over 17459.68 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3168, pruned_loss=0.08676, over 2468159.98 frames. utt_duration=1182 frames, utt_pad_proportion=0.08135, over 8364.39 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3007, pruned_loss=0.07183, over 2473852.90 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06561, over 18593.44 utterances.], batch size: 74, lr: 5.75e-04
2022-08-23 03:50:49,717 INFO [train.py:927] (5/8) Epoch 5, batch 21300, giga_loss[loss=0.1799, simple_loss=0.2646, pruned_loss=0.04758, over 12444.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04648, over 34.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.2984, pruned_loss=0.07188, over 2473626.48 frames. utt_duration=593.3 frames, utt_pad_proportion=0.06142, over 16718.71 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3168, pruned_loss=0.08666, over 2468265.03 frames. utt_duration=1186 frames, utt_pad_proportion=0.08021, over 8332.29 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2973, pruned_loss=0.0705, over 2474045.92 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06111, over 17801.83 utterances.], batch size: 34, lr: 5.75e-04
2022-08-23 03:52:31,856 INFO [train.py:927] (5/8) Epoch 5, batch 21350, giga_loss[loss=0.2138, simple_loss=0.2808, pruned_loss=0.07339, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04047, over 37.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2946, pruned_loss=0.07047, over 2473619.29 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05906, over 16125.14 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.317, pruned_loss=0.08672, over 2468351.21 frames. utt_duration=1189 frames, utt_pad_proportion=0.07962, over 8317.98 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2934, pruned_loss=0.06919, over 2473918.44 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05912, over 17064.67 utterances.], batch size: 37, lr: 5.75e-04
2022-08-23 03:54:15,727 INFO [train.py:927] (5/8) Epoch 5, batch 21400, giga_loss[loss=0.1563, simple_loss=0.2392, pruned_loss=0.03667, over 12334.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.05359, over 34.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2914, pruned_loss=0.06898, over 2473021.22 frames. utt_duration=631.8 frames, utt_pad_proportion=0.05493, over 15693.38 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3175, pruned_loss=0.087, over 2468169.86 frames. utt_duration=1192 frames, utt_pad_proportion=0.07873, over 8295.29 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2896, pruned_loss=0.06748, over 2473502.49 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05546, over 16561.18 utterances.], batch size: 34, lr: 5.75e-04
2022-08-23 03:55:57,145 INFO [train.py:927] (5/8) Epoch 5, batch 21450, giga_loss[loss=0.1955, simple_loss=0.2739, pruned_loss=0.05854, over 12331.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02516, over 45.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2887, pruned_loss=0.06788, over 2472444.55 frames. utt_duration=641.4 frames, utt_pad_proportion=0.05567, over 15456.02 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3179, pruned_loss=0.08708, over 2468219.13 frames. utt_duration=1194 frames, utt_pad_proportion=0.07761, over 8281.49 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2864, pruned_loss=0.0663, over 2472888.54 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05636, over 16283.75 utterances.], batch size: 45, lr: 5.75e-04
2022-08-23 03:57:39,816 INFO [train.py:927] (5/8) Epoch 5, batch 21500, giga_loss[loss=0.2477, simple_loss=0.3204, pruned_loss=0.08756, over 12455.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03716, over 123.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2887, pruned_loss=0.06827, over 2472857.08 frames. utt_duration=641.6 frames, utt_pad_proportion=0.05544, over 15453.15 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3178, pruned_loss=0.08697, over 2467936.11 frames. utt_duration=1196 frames, utt_pad_proportion=0.07719, over 8264.47 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2867, pruned_loss=0.06687, over 2473501.43 frames. utt_duration=611.8 frames, utt_pad_proportion=0.05605, over 16210.48 utterances.], batch size: 123, lr: 5.75e-04
2022-08-23 03:59:25,635 INFO [train.py:927] (5/8) Epoch 5, batch 21550, giga_loss[loss=0.3462, simple_loss=0.3972, pruned_loss=0.1476, over 12391.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1038, over 258.00 utterances.], tot_loss[loss=0.22, simple_loss=0.2953, pruned_loss=0.07232, over 2471930.74 frames. utt_duration=600.4 frames, utt_pad_proportion=0.06232, over 16508.82 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3184, pruned_loss=0.0871, over 2467686.68 frames. utt_duration=1198 frames, utt_pad_proportion=0.07643, over 8249.65 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2928, pruned_loss=0.07087, over 2472709.57 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06277, over 17227.84 utterances.], batch size: 258, lr: 5.75e-04
2022-08-23 04:01:05,082 INFO [train.py:927] (5/8) Epoch 5, batch 21600, giga_loss[loss=0.2518, simple_loss=0.3224, pruned_loss=0.09058, over 12261.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02821, over 54.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3016, pruned_loss=0.07474, over 2471719.61 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05764, over 16557.75 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3188, pruned_loss=0.08697, over 2467420.06 frames. utt_duration=1202 frames, utt_pad_proportion=0.07563, over 8220.06 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.2991, pruned_loss=0.07354, over 2472618.16 frames. utt_duration=574.6 frames, utt_pad_proportion=0.05843, over 17256.96 utterances.], batch size: 54, lr: 5.75e-04
2022-08-23 04:02:47,295 INFO [train.py:927] (5/8) Epoch 5, batch 21650, giga_loss[loss=0.2188, simple_loss=0.306, pruned_loss=0.06576, over 12424.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.039, over 105.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.307, pruned_loss=0.07656, over 2471383.21 frames. utt_duration=592.6 frames, utt_pad_proportion=0.05856, over 16723.78 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3187, pruned_loss=0.08692, over 2467455.43 frames. utt_duration=1204 frames, utt_pad_proportion=0.07507, over 8204.91 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.305, pruned_loss=0.07555, over 2472097.48 frames. utt_duration=571 frames, utt_pad_proportion=0.0593, over 17363.07 utterances.], batch size: 105, lr: 5.74e-04
2022-08-23 04:04:28,464 INFO [train.py:927] (5/8) Epoch 5, batch 21700, giga_loss[loss=0.2212, simple_loss=0.2992, pruned_loss=0.07165, over 12459.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03399, over 98.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3102, pruned_loss=0.07778, over 2471479.57 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06534, over 17452.57 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3186, pruned_loss=0.08711, over 2467496.19 frames. utt_duration=1186 frames, utt_pad_proportion=0.08172, over 8331.02 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3084, pruned_loss=0.07647, over 2472100.53 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06246, over 18134.52 utterances.], batch size: 98, lr: 5.74e-04
2022-08-23 04:06:11,791 INFO [train.py:927] (5/8) Epoch 5, batch 21750, giga_loss[loss=0.2661, simple_loss=0.339, pruned_loss=0.09656, over 12421.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06707, over 184.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3099, pruned_loss=0.07685, over 2471295.79 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06438, over 18242.63 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3185, pruned_loss=0.08707, over 2467619.71 frames. utt_duration=1187 frames, utt_pad_proportion=0.08138, over 8328.37 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3084, pruned_loss=0.07581, over 2471684.29 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06235, over 18823.55 utterances.], batch size: 184, lr: 5.74e-04
2022-08-23 04:07:57,154 INFO [train.py:927] (5/8) Epoch 5, batch 21800, giga_loss[loss=0.248, simple_loss=0.3252, pruned_loss=0.08537, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03452, over 86.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3127, pruned_loss=0.07839, over 2472732.12 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06847, over 19059.51 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3197, pruned_loss=0.08778, over 2467886.54 frames. utt_duration=1180 frames, utt_pad_proportion=0.08322, over 8373.84 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3102, pruned_loss=0.07663, over 2472939.97 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06592, over 19799.81 utterances.], batch size: 86, lr: 5.74e-04
2022-08-23 04:09:39,019 INFO [train.py:927] (5/8) Epoch 5, batch 21850, giga_loss[loss=0.2594, simple_loss=0.3367, pruned_loss=0.09108, over 12367.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05325, over 161.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3138, pruned_loss=0.07874, over 2472215.37 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06596, over 18550.22 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3194, pruned_loss=0.08758, over 2467833.51 frames. utt_duration=1185 frames, utt_pad_proportion=0.08186, over 8342.11 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3119, pruned_loss=0.07723, over 2472549.40 frames. utt_duration=508.9 frames, utt_pad_proportion=0.0643, over 19490.93 utterances.], batch size: 161, lr: 5.74e-04
2022-08-23 04:11:24,833 INFO [train.py:927] (5/8) Epoch 5, batch 21900, giga_loss[loss=0.2494, simple_loss=0.3222, pruned_loss=0.08827, over 12436.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04104, over 146.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3145, pruned_loss=0.07957, over 2473035.08 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06865, over 18889.94 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3187, pruned_loss=0.08726, over 2467990.04 frames. utt_duration=1191 frames, utt_pad_proportion=0.08074, over 8301.58 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3135, pruned_loss=0.07849, over 2473236.77 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06753, over 19840.69 utterances.], batch size: 146, lr: 5.74e-04
2022-08-23 04:13:12,967 INFO [train.py:927] (5/8) Epoch 5, batch 21950, giga_loss[loss=0.2411, simple_loss=0.3297, pruned_loss=0.07624, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03055, over 42.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3165, pruned_loss=0.08131, over 2473209.62 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06808, over 18501.09 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3191, pruned_loss=0.08769, over 2468024.48 frames. utt_duration=1185 frames, utt_pad_proportion=0.08228, over 8340.14 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3152, pruned_loss=0.07983, over 2473499.77 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06651, over 19562.26 utterances.], batch size: 42, lr: 5.74e-04
2022-08-23 04:14:54,995 INFO [train.py:927] (5/8) Epoch 5, batch 22000, giga_loss[loss=0.2647, simple_loss=0.3446, pruned_loss=0.09237, over 12477.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03744, over 31.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3175, pruned_loss=0.08099, over 2472099.39 frames. utt_duration=566.3 frames, utt_pad_proportion=0.06308, over 17507.51 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3189, pruned_loss=0.08761, over 2467855.71 frames. utt_duration=1189 frames, utt_pad_proportion=0.08143, over 8311.20 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3167, pruned_loss=0.0798, over 2472546.19 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06228, over 18509.02 utterances.], batch size: 31, lr: 5.74e-04
2022-08-23 04:16:40,053 INFO [train.py:927] (5/8) Epoch 5, batch 22050, giga_loss[loss=0.2045, simple_loss=0.2836, pruned_loss=0.06269, over 12397.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04485, over 26.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3168, pruned_loss=0.08014, over 2472116.36 frames. utt_duration=582.5 frames, utt_pad_proportion=0.06229, over 17019.69 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3191, pruned_loss=0.08781, over 2467886.51 frames. utt_duration=1191 frames, utt_pad_proportion=0.0808, over 8299.11 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.316, pruned_loss=0.07899, over 2472480.73 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06185, over 17890.72 utterances.], batch size: 26, lr: 5.74e-04
2022-08-23 04:18:20,714 INFO [train.py:927] (5/8) Epoch 5, batch 22100, giga_loss[loss=0.2684, simple_loss=0.3355, pruned_loss=0.1007, over 12404.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03443, over 80.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3151, pruned_loss=0.08021, over 2471886.45 frames. utt_duration=596.9 frames, utt_pad_proportion=0.06225, over 16605.66 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3183, pruned_loss=0.08763, over 2467551.25 frames. utt_duration=1200 frames, utt_pad_proportion=0.07913, over 8236.51 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.315, pruned_loss=0.07916, over 2472648.46 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06231, over 17670.59 utterances.], batch size: 80, lr: 5.73e-04
2022-08-23 04:20:03,220 INFO [train.py:927] (5/8) Epoch 5, batch 22150, giga_loss[loss=0.2579, simple_loss=0.3345, pruned_loss=0.09064, over 12401.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.0688, over 211.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3149, pruned_loss=0.08005, over 2471580.08 frames. utt_duration=616.8 frames, utt_pad_proportion=0.0592, over 16068.59 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3183, pruned_loss=0.08761, over 2467461.90 frames. utt_duration=1201 frames, utt_pad_proportion=0.0785, over 8227.17 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3148, pruned_loss=0.07918, over 2472296.65 frames. utt_duration=583.8 frames, utt_pad_proportion=0.0596, over 16983.96 utterances.], batch size: 211, lr: 5.73e-04
2022-08-23 04:21:43,057 INFO [train.py:927] (5/8) Epoch 5, batch 22200, giga_loss[loss=0.2562, simple_loss=0.3356, pruned_loss=0.08837, over 12360.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06091, over 182.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3142, pruned_loss=0.07906, over 2471418.70 frames. utt_duration=618.7 frames, utt_pad_proportion=0.05936, over 16017.14 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3179, pruned_loss=0.08735, over 2468070.23 frames. utt_duration=1207 frames, utt_pad_proportion=0.07648, over 8187.82 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3145, pruned_loss=0.07832, over 2471589.34 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0602, over 17061.70 utterances.], batch size: 182, lr: 5.73e-04
2022-08-23 04:23:26,016 INFO [train.py:927] (5/8) Epoch 5, batch 22250, giga_loss[loss=0.2308, simple_loss=0.3096, pruned_loss=0.07605, over 12356.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03007, over 85.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.314, pruned_loss=0.07862, over 2471017.83 frames. utt_duration=652 frames, utt_pad_proportion=0.05878, over 15194.49 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.318, pruned_loss=0.0871, over 2468068.98 frames. utt_duration=1210 frames, utt_pad_proportion=0.07471, over 8169.26 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3139, pruned_loss=0.07799, over 2471251.50 frames. utt_duration=608.3 frames, utt_pad_proportion=0.06011, over 16289.81 utterances.], batch size: 85, lr: 5.73e-04
2022-08-23 04:25:05,346 INFO [train.py:927] (5/8) Epoch 5, batch 22300, giga_loss[loss=0.2334, simple_loss=0.3072, pruned_loss=0.07984, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.0425, over 146.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3126, pruned_loss=0.07812, over 2471597.79 frames. utt_duration=620.1 frames, utt_pad_proportion=0.06066, over 15982.76 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3189, pruned_loss=0.08745, over 2468113.67 frames. utt_duration=1203 frames, utt_pad_proportion=0.07546, over 8213.64 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3117, pruned_loss=0.07717, over 2471785.80 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06106, over 16906.62 utterances.], batch size: 146, lr: 5.73e-04
2022-08-23 04:26:46,209 INFO [train.py:927] (5/8) Epoch 5, batch 22350, libri_loss[loss=0.1833, simple_loss=0.2573, pruned_loss=0.0546, over 12254.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.08475, over 27.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.311, pruned_loss=0.07774, over 2472266.60 frames. utt_duration=633.3 frames, utt_pad_proportion=0.05757, over 15652.09 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3187, pruned_loss=0.08749, over 2468290.84 frames. utt_duration=1209 frames, utt_pad_proportion=0.07433, over 8176.64 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3103, pruned_loss=0.07673, over 2472341.71 frames. utt_duration=597 frames, utt_pad_proportion=0.0584, over 16607.99 utterances.], batch size: 27, lr: 5.73e-04
2022-08-23 04:28:27,190 INFO [train.py:927] (5/8) Epoch 5, batch 22400, giga_loss[loss=0.2108, simple_loss=0.2888, pruned_loss=0.06637, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03037, over 42.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3084, pruned_loss=0.07683, over 2471576.19 frames. utt_duration=644.4 frames, utt_pad_proportion=0.05679, over 15377.14 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3189, pruned_loss=0.08766, over 2468030.63 frames. utt_duration=1204 frames, utt_pad_proportion=0.07631, over 8210.21 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3074, pruned_loss=0.07552, over 2471995.62 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05616, over 16347.50 utterances.], batch size: 42, lr: 5.73e-04
2022-08-23 04:30:08,672 INFO [train.py:927] (5/8) Epoch 5, batch 22450, giga_loss[loss=0.2065, simple_loss=0.2788, pruned_loss=0.06711, over 12403.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02536, over 48.00 utterances.], tot_loss[loss=0.228, simple_loss=0.305, pruned_loss=0.07545, over 2471961.37 frames. utt_duration=662.1 frames, utt_pad_proportion=0.054, over 14968.59 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.319, pruned_loss=0.08789, over 2468397.42 frames. utt_duration=1206 frames, utt_pad_proportion=0.07483, over 8200.18 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3038, pruned_loss=0.07388, over 2472069.80 frames. utt_duration=621.6 frames, utt_pad_proportion=0.05405, over 15945.79 utterances.], batch size: 48, lr: 5.73e-04
2022-08-23 04:31:49,356 INFO [train.py:927] (5/8) Epoch 5, batch 22500, giga_loss[loss=0.2176, simple_loss=0.298, pruned_loss=0.06859, over 12348.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02285, over 45.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3036, pruned_loss=0.07511, over 2470834.81 frames. utt_duration=670.6 frames, utt_pad_proportion=0.05626, over 14771.59 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3196, pruned_loss=0.08824, over 2468201.73 frames. utt_duration=1200 frames, utt_pad_proportion=0.07606, over 8237.63 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3015, pruned_loss=0.07299, over 2471200.98 frames. utt_duration=627.2 frames, utt_pad_proportion=0.05506, over 15798.04 utterances.], batch size: 45, lr: 5.73e-04
2022-08-23 04:33:29,441 INFO [train.py:927] (5/8) Epoch 5, batch 22550, giga_loss[loss=0.2126, simple_loss=0.2986, pruned_loss=0.06327, over 12301.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02986, over 74.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3055, pruned_loss=0.07562, over 2471767.99 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06178, over 16454.66 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3196, pruned_loss=0.08816, over 2468138.54 frames. utt_duration=1198 frames, utt_pad_proportion=0.07645, over 8248.12 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3037, pruned_loss=0.07392, over 2472146.21 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06041, over 17320.21 utterances.], batch size: 74, lr: 5.72e-04
2022-08-23 04:35:10,191 INFO [train.py:927] (5/8) Epoch 5, batch 22600, giga_loss[loss=0.2127, simple_loss=0.3083, pruned_loss=0.05854, over 12433.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03767, over 105.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3072, pruned_loss=0.07527, over 2472802.10 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06454, over 17788.48 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3199, pruned_loss=0.08803, over 2468105.55 frames. utt_duration=1201 frames, utt_pad_proportion=0.07533, over 8229.23 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3053, pruned_loss=0.07382, over 2473207.09 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06374, over 18645.12 utterances.], batch size: 105, lr: 5.72e-04
2022-08-23 04:36:48,809 INFO [train.py:927] (5/8) Epoch 5, batch 22650, giga_loss[loss=0.1979, simple_loss=0.2844, pruned_loss=0.0557, over 12422.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03354, over 75.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3075, pruned_loss=0.07475, over 2473515.74 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06358, over 18155.80 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3209, pruned_loss=0.08864, over 2468342.48 frames. utt_duration=1179 frames, utt_pad_proportion=0.08226, over 8383.14 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3048, pruned_loss=0.07277, over 2473710.91 frames. utt_duration=525.6 frames, utt_pad_proportion=0.05993, over 18879.28 utterances.], batch size: 75, lr: 5.72e-04
2022-08-23 04:38:29,279 INFO [train.py:927] (5/8) Epoch 5, batch 22700, libri_loss[loss=0.2329, simple_loss=0.3054, pruned_loss=0.08023, over 12301.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.009034, over 28.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3072, pruned_loss=0.07433, over 2473617.81 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05984, over 17798.65 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3208, pruned_loss=0.08841, over 2468202.68 frames. utt_duration=1186 frames, utt_pad_proportion=0.08081, over 8334.99 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3048, pruned_loss=0.07264, over 2474037.93 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05746, over 18649.59 utterances.], batch size: 28, lr: 5.72e-04
2022-08-23 04:40:12,747 INFO [train.py:927] (5/8) Epoch 5, batch 22750, giga_loss[loss=0.2105, simple_loss=0.2944, pruned_loss=0.0633, over 12280.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.03423, over 51.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3073, pruned_loss=0.07433, over 2473626.93 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05693, over 17458.34 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3204, pruned_loss=0.08828, over 2468047.74 frames. utt_duration=1192 frames, utt_pad_proportion=0.07975, over 8295.55 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3056, pruned_loss=0.07285, over 2474208.24 frames. utt_duration=540.9 frames, utt_pad_proportion=0.05542, over 18346.37 utterances.], batch size: 51, lr: 5.72e-04
2022-08-23 04:41:52,911 INFO [train.py:927] (5/8) Epoch 5, batch 22800, giga_loss[loss=0.2216, simple_loss=0.3147, pruned_loss=0.06428, over 12365.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03279, over 51.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3082, pruned_loss=0.0749, over 2473304.99 frames. utt_duration=588 frames, utt_pad_proportion=0.05653, over 16868.61 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3195, pruned_loss=0.08771, over 2467944.88 frames. utt_duration=1191 frames, utt_pad_proportion=0.08127, over 8295.85 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.307, pruned_loss=0.07361, over 2474119.28 frames. utt_duration=551.2 frames, utt_pad_proportion=0.0543, over 18002.73 utterances.], batch size: 51, lr: 5.72e-04
2022-08-23 04:43:33,422 INFO [train.py:927] (5/8) Epoch 5, batch 22850, giga_loss[loss=0.2775, simple_loss=0.3346, pruned_loss=0.1102, over 12338.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2109, over 372.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3081, pruned_loss=0.07465, over 2473609.08 frames. utt_duration=577 frames, utt_pad_proportion=0.05993, over 17192.83 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.319, pruned_loss=0.08741, over 2467785.44 frames. utt_duration=1196 frames, utt_pad_proportion=0.08053, over 8262.59 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3074, pruned_loss=0.07372, over 2474453.58 frames. utt_duration=544.3 frames, utt_pad_proportion=0.05819, over 18234.91 utterances.], batch size: 372, lr: 5.72e-04
2022-08-23 04:45:16,532 INFO [train.py:927] (5/8) Epoch 5, batch 22900, giga_loss[loss=0.2781, simple_loss=0.3338, pruned_loss=0.1113, over 12351.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1883, over 364.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3088, pruned_loss=0.0751, over 2474094.03 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05942, over 17050.23 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3191, pruned_loss=0.08749, over 2468068.42 frames. utt_duration=1198 frames, utt_pad_proportion=0.07972, over 8251.88 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.308, pruned_loss=0.07401, over 2474643.25 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05819, over 18084.32 utterances.], batch size: 364, lr: 5.72e-04
2022-08-23 04:46:58,193 INFO [train.py:927] (5/8) Epoch 5, batch 22950, giga_loss[loss=0.2201, simple_loss=0.297, pruned_loss=0.0716, over 12344.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03202, over 58.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3062, pruned_loss=0.07385, over 2473362.54 frames. utt_duration=587.2 frames, utt_pad_proportion=0.06136, over 16890.51 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3191, pruned_loss=0.0875, over 2467622.55 frames. utt_duration=1201 frames, utt_pad_proportion=0.07866, over 8227.17 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3052, pruned_loss=0.0726, over 2474392.43 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06049, over 17983.09 utterances.], batch size: 58, lr: 5.72e-04
2022-08-23 04:48:39,183 INFO [train.py:927] (5/8) Epoch 5, batch 23000, giga_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.05705, over 12365.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3055, pruned_loss=0.07306, over 2473058.12 frames. utt_duration=574.5 frames, utt_pad_proportion=0.05955, over 17263.15 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3183, pruned_loss=0.08727, over 2467259.57 frames. utt_duration=1210 frames, utt_pad_proportion=0.07723, over 8167.11 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3051, pruned_loss=0.07187, over 2474359.16 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05937, over 18426.30 utterances.], batch size: 85, lr: 5.71e-04
2022-08-23 04:50:20,134 INFO [train.py:927] (5/8) Epoch 5, batch 23050, giga_loss[loss=0.2659, simple_loss=0.3398, pruned_loss=0.09604, over 12413.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03854, over 133.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3063, pruned_loss=0.07306, over 2473563.47 frames. utt_duration=571.7 frames, utt_pad_proportion=0.0603, over 17352.04 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.318, pruned_loss=0.0871, over 2467166.91 frames. utt_duration=1217 frames, utt_pad_proportion=0.07522, over 8120.07 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3058, pruned_loss=0.07183, over 2474899.48 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06074, over 18620.31 utterances.], batch size: 133, lr: 5.71e-04
2022-08-23 04:52:00,157 INFO [train.py:927] (5/8) Epoch 5, batch 23100, giga_loss[loss=0.2248, simple_loss=0.2998, pruned_loss=0.07489, over 12345.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03361, over 104.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3065, pruned_loss=0.07419, over 2473417.65 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06308, over 18163.17 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3181, pruned_loss=0.08726, over 2467223.04 frames. utt_duration=1217 frames, utt_pad_proportion=0.07462, over 8120.86 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3059, pruned_loss=0.07295, over 2474476.69 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06343, over 19245.40 utterances.], batch size: 104, lr: 5.71e-04
2022-08-23 04:53:44,637 INFO [train.py:927] (5/8) Epoch 5, batch 23150, giga_loss[loss=0.1932, simple_loss=0.2649, pruned_loss=0.06071, over 12417.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04607, over 31.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3047, pruned_loss=0.07443, over 2473458.38 frames. utt_duration=561.7 frames, utt_pad_proportion=0.0629, over 17660.86 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3188, pruned_loss=0.08767, over 2467199.93 frames. utt_duration=1205 frames, utt_pad_proportion=0.0785, over 8198.26 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3036, pruned_loss=0.07304, over 2474335.45 frames. utt_duration=537 frames, utt_pad_proportion=0.0616, over 18483.01 utterances.], batch size: 31, lr: 5.71e-04
2022-08-23 04:55:24,498 INFO [train.py:927] (5/8) Epoch 5, batch 23200, giga_loss[loss=0.2392, simple_loss=0.3159, pruned_loss=0.08124, over 12418.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06172, over 183.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3034, pruned_loss=0.07408, over 2473510.84 frames. utt_duration=571 frames, utt_pad_proportion=0.05969, over 17372.69 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3193, pruned_loss=0.08779, over 2467292.01 frames. utt_duration=1205 frames, utt_pad_proportion=0.07816, over 8200.26 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3018, pruned_loss=0.07268, over 2474202.47 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05878, over 18152.37 utterances.], batch size: 183, lr: 5.71e-04
2022-08-23 04:57:03,521 INFO [train.py:927] (5/8) Epoch 5, batch 23250, libri_loss[loss=0.2158, simple_loss=0.2956, pruned_loss=0.06801, over 12386.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006491, over 34.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.2981, pruned_loss=0.07142, over 2473838.52 frames. utt_duration=574 frames, utt_pad_proportion=0.05801, over 17285.92 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3191, pruned_loss=0.08762, over 2467261.09 frames. utt_duration=1208 frames, utt_pad_proportion=0.07727, over 8180.36 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2968, pruned_loss=0.07024, over 2474469.47 frames. utt_duration=549.9 frames, utt_pad_proportion=0.05763, over 18050.26 utterances.], batch size: 34, lr: 5.71e-04
2022-08-23 04:58:42,413 INFO [train.py:927] (5/8) Epoch 5, batch 23300, libri_loss[loss=0.2639, simple_loss=0.3446, pruned_loss=0.09159, over 12276.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.008511, over 37.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.2984, pruned_loss=0.07165, over 2473551.01 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05962, over 17422.45 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3193, pruned_loss=0.08767, over 2466997.48 frames. utt_duration=1211 frames, utt_pad_proportion=0.07644, over 8155.82 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2968, pruned_loss=0.07045, over 2474393.37 frames. utt_duration=545.9 frames, utt_pad_proportion=0.05954, over 18179.33 utterances.], batch size: 37, lr: 5.71e-04
2022-08-23 05:00:25,451 INFO [train.py:927] (5/8) Epoch 5, batch 23350, giga_loss[loss=0.2014, simple_loss=0.2911, pruned_loss=0.05589, over 12449.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.223, simple_loss=0.301, pruned_loss=0.07245, over 2473917.17 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06374, over 18136.89 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3192, pruned_loss=0.08764, over 2466869.49 frames. utt_duration=1213 frames, utt_pad_proportion=0.07621, over 8144.05 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.2998, pruned_loss=0.07148, over 2474707.11 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06362, over 18778.76 utterances.], batch size: 75, lr: 5.71e-04
2022-08-23 05:02:06,922 INFO [train.py:927] (5/8) Epoch 5, batch 23400, giga_loss[loss=0.3024, simple_loss=0.3597, pruned_loss=0.1225, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3048, pruned_loss=0.07492, over 2473247.33 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06021, over 17908.88 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3194, pruned_loss=0.08776, over 2466958.77 frames. utt_duration=1219 frames, utt_pad_proportion=0.07416, over 8107.56 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3032, pruned_loss=0.07359, over 2473997.51 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06088, over 18762.66 utterances.], batch size: 212, lr: 5.71e-04
2022-08-23 05:03:54,235 INFO [train.py:927] (5/8) Epoch 5, batch 23450, giga_loss[loss=0.2624, simple_loss=0.3375, pruned_loss=0.09367, over 12351.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03601, over 104.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3148, pruned_loss=0.0829, over 2473643.93 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06205, over 18020.11 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3208, pruned_loss=0.08815, over 2467140.79 frames. utt_duration=1221 frames, utt_pad_proportion=0.07303, over 8090.50 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.312, pruned_loss=0.08135, over 2474191.04 frames. utt_duration=525.1 frames, utt_pad_proportion=0.0629, over 18900.63 utterances.], batch size: 104, lr: 5.70e-04
2022-08-23 05:05:37,743 INFO [train.py:927] (5/8) Epoch 5, batch 23500, giga_loss[loss=0.2638, simple_loss=0.3329, pruned_loss=0.09736, over 12368.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03124, over 58.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3224, pruned_loss=0.08809, over 2473927.66 frames. utt_duration=533.5 frames, utt_pad_proportion=0.0618, over 18600.43 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3205, pruned_loss=0.08802, over 2466781.86 frames. utt_duration=1224 frames, utt_pad_proportion=0.07211, over 8073.39 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3204, pruned_loss=0.08691, over 2474821.74 frames. utt_duration=508 frames, utt_pad_proportion=0.0627, over 19544.75 utterances.], batch size: 58, lr: 5.70e-04
2022-08-23 05:07:23,718 INFO [train.py:927] (5/8) Epoch 5, batch 23550, libri_loss[loss=0.3023, simple_loss=0.3605, pruned_loss=0.122, over 12431.00 frames. utt_duration=402.6 frames, utt_pad_proportion=0.3729, over 124.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3284, pruned_loss=0.09278, over 2474887.96 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06423, over 19327.08 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3202, pruned_loss=0.08797, over 2467021.64 frames. utt_duration=1215 frames, utt_pad_proportion=0.07561, over 8129.57 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3272, pruned_loss=0.09195, over 2475591.93 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06326, over 20331.18 utterances.], batch size: 124, lr: 5.70e-04
2022-08-23 05:09:08,294 INFO [train.py:927] (5/8) Epoch 5, batch 23600, giga_loss[loss=0.2332, simple_loss=0.3198, pruned_loss=0.07331, over 12355.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02883, over 91.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3342, pruned_loss=0.09773, over 2475382.29 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06562, over 20071.30 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3199, pruned_loss=0.08789, over 2467257.02 frames. utt_duration=1214 frames, utt_pad_proportion=0.07522, over 8137.22 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3337, pruned_loss=0.09727, over 2475873.97 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06485, over 21059.74 utterances.], batch size: 91, lr: 5.70e-04
2022-08-23 05:10:56,231 INFO [train.py:927] (5/8) Epoch 5, batch 23650, giga_loss[loss=0.2759, simple_loss=0.3368, pruned_loss=0.1075, over 12366.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3407, pruned_loss=0.1045, over 2475388.49 frames. utt_duration=452.8 frames, utt_pad_proportion=0.08073, over 21936.84 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3203, pruned_loss=0.08817, over 2467546.37 frames. utt_duration=1214 frames, utt_pad_proportion=0.07462, over 8141.11 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3402, pruned_loss=0.1041, over 2475623.22 frames. utt_duration=434 frames, utt_pad_proportion=0.07982, over 22895.07 utterances.], batch size: 97, lr: 5.70e-04
2022-08-23 05:12:48,368 INFO [train.py:927] (5/8) Epoch 5, batch 23700, giga_loss[loss=0.2664, simple_loss=0.3352, pruned_loss=0.09881, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02775, over 48.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3443, pruned_loss=0.1072, over 2476058.92 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08021, over 21787.11 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3202, pruned_loss=0.08808, over 2467603.20 frames. utt_duration=1217 frames, utt_pad_proportion=0.0741, over 8122.76 utterances.], giga_tot_loss[loss=0.2792, simple_loss=0.3442, pruned_loss=0.1071, over 2476259.91 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07969, over 22672.67 utterances.], batch size: 48, lr: 5.70e-04
2022-08-23 05:14:34,673 INFO [train.py:927] (5/8) Epoch 5, batch 23750, giga_loss[loss=0.3065, simple_loss=0.3694, pruned_loss=0.1218, over 12372.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03128, over 58.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3433, pruned_loss=0.1071, over 2474811.17 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08444, over 21756.68 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.32, pruned_loss=0.08795, over 2467663.63 frames. utt_duration=1217 frames, utt_pad_proportion=0.07361, over 8119.51 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3436, pruned_loss=0.1073, over 2474994.05 frames. utt_duration=440 frames, utt_pad_proportion=0.08406, over 22573.58 utterances.], batch size: 58, lr: 5.70e-04
2022-08-23 05:16:18,435 INFO [train.py:927] (5/8) Epoch 5, batch 23800, giga_loss[loss=0.3187, simple_loss=0.3794, pruned_loss=0.129, over 12438.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03803, over 123.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3446, pruned_loss=0.1071, over 2475118.89 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08311, over 21991.55 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3203, pruned_loss=0.0882, over 2467830.46 frames. utt_duration=1202 frames, utt_pad_proportion=0.07777, over 8222.07 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.345, pruned_loss=0.1073, over 2475203.37 frames. utt_duration=437 frames, utt_pad_proportion=0.08173, over 22733.06 utterances.], batch size: 123, lr: 5.70e-04
2022-08-23 05:18:03,577 INFO [train.py:927] (5/8) Epoch 5, batch 23850, giga_loss[loss=0.249, simple_loss=0.3134, pruned_loss=0.09233, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02786, over 48.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.343, pruned_loss=0.1058, over 2474346.10 frames. utt_duration=460.5 frames, utt_pad_proportion=0.08029, over 21561.44 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3197, pruned_loss=0.08797, over 2467959.19 frames. utt_duration=1211 frames, utt_pad_proportion=0.07558, over 8161.45 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3446, pruned_loss=0.1069, over 2474539.52 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08009, over 22732.33 utterances.], batch size: 48, lr: 5.70e-04
2022-08-23 05:19:52,952 INFO [train.py:927] (5/8) Epoch 5, batch 23900, giga_loss[loss=0.2694, simple_loss=0.348, pruned_loss=0.09539, over 12359.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03204, over 51.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.341, pruned_loss=0.1026, over 2474160.51 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07832, over 21282.96 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3196, pruned_loss=0.08785, over 2467997.22 frames. utt_duration=1215 frames, utt_pad_proportion=0.07432, over 8134.49 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3429, pruned_loss=0.104, over 2474437.45 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07869, over 22534.22 utterances.], batch size: 51, lr: 5.69e-04
2022-08-23 05:21:37,870 INFO [train.py:927] (5/8) Epoch 5, batch 23950, giga_loss[loss=0.2512, simple_loss=0.3286, pruned_loss=0.08688, over 12359.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02763, over 66.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3388, pruned_loss=0.1005, over 2474528.26 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07784, over 21019.42 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.32, pruned_loss=0.08804, over 2468524.31 frames. utt_duration=1204 frames, utt_pad_proportion=0.07673, over 8208.56 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3408, pruned_loss=0.1019, over 2474512.54 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07745, over 22438.35 utterances.], batch size: 66, lr: 5.69e-04
2022-08-23 05:23:20,033 INFO [train.py:927] (5/8) Epoch 5, batch 24000, giga_loss[loss=0.241, simple_loss=0.3174, pruned_loss=0.0823, over 12425.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03949, over 123.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3368, pruned_loss=0.09894, over 2474485.23 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07551, over 20836.99 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3199, pruned_loss=0.08799, over 2468509.90 frames. utt_duration=1197 frames, utt_pad_proportion=0.07934, over 8257.06 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.339, pruned_loss=0.1004, over 2474624.92 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07453, over 22264.28 utterances.], batch size: 123, lr: 5.69e-04
2022-08-23 05:23:20,035 INFO [train.py:958] (5/8) Computing validation loss
2022-08-23 05:23:34,702 INFO [train.py:967] (5/8) 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 05:25:28,176 INFO [train.py:927] (5/8) Epoch 5, batch 24050, giga_loss[loss=0.2484, simple_loss=0.3301, pruned_loss=0.08331, over 12247.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03168, over 45.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.336, pruned_loss=0.09781, over 2473691.19 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07714, over 20757.33 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3203, pruned_loss=0.08791, over 2468543.93 frames. utt_duration=1195 frames, utt_pad_proportion=0.07916, over 8270.87 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3375, pruned_loss=0.09924, over 2473867.74 frames. utt_duration=449 frames, utt_pad_proportion=0.07633, over 22109.56 utterances.], batch size: 45, lr: 5.69e-04
2022-08-23 05:27:11,288 INFO [train.py:927] (5/8) Epoch 5, batch 24100, giga_loss[loss=0.2705, simple_loss=0.3416, pruned_loss=0.09966, over 12439.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05385, over 162.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.336, pruned_loss=0.09576, over 2473522.06 frames. utt_duration=500 frames, utt_pad_proportion=0.07156, over 19844.91 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3206, pruned_loss=0.08801, over 2468311.09 frames. utt_duration=1200 frames, utt_pad_proportion=0.078, over 8237.55 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3373, pruned_loss=0.09701, over 2473991.70 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07159, over 21219.98 utterances.], batch size: 162, lr: 5.69e-04
2022-08-23 05:28:56,920 INFO [train.py:927] (5/8) Epoch 5, batch 24150, giga_loss[loss=0.2728, simple_loss=0.343, pruned_loss=0.1013, over 12379.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03573, over 113.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3365, pruned_loss=0.09606, over 2474092.26 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07169, over 20190.06 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3207, pruned_loss=0.088, over 2468411.76 frames. utt_duration=1202 frames, utt_pad_proportion=0.07738, over 8227.21 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3376, pruned_loss=0.0971, over 2474421.15 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07189, over 21374.74 utterances.], batch size: 113, lr: 5.69e-04
2022-08-23 05:30:43,071 INFO [train.py:927] (5/8) Epoch 5, batch 24200, giga_loss[loss=0.2447, simple_loss=0.308, pruned_loss=0.09067, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04301, over 31.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.334, pruned_loss=0.09545, over 2474040.87 frames. utt_duration=491 frames, utt_pad_proportion=0.0698, over 20215.67 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3206, pruned_loss=0.08816, over 2468518.05 frames. utt_duration=1200 frames, utt_pad_proportion=0.0775, over 8238.00 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.335, pruned_loss=0.09619, over 2474260.72 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06996, over 21236.80 utterances.], batch size: 31, lr: 5.69e-04
2022-08-23 05:32:32,275 INFO [train.py:927] (5/8) Epoch 5, batch 24250, giga_loss[loss=0.2407, simple_loss=0.326, pruned_loss=0.07769, over 12376.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03034, over 58.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3332, pruned_loss=0.09441, over 2474129.34 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07096, over 19829.64 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.321, pruned_loss=0.0884, over 2468759.00 frames. utt_duration=1190 frames, utt_pad_proportion=0.08114, over 8309.62 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3338, pruned_loss=0.09488, over 2474170.84 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06976, over 20730.90 utterances.], batch size: 58, lr: 5.69e-04
2022-08-23 05:34:14,154 INFO [train.py:927] (5/8) Epoch 5, batch 24300, giga_loss[loss=0.2546, simple_loss=0.3272, pruned_loss=0.091, over 12388.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02664, over 91.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3334, pruned_loss=0.0943, over 2474493.15 frames. utt_duration=481.2 frames, utt_pad_proportion=0.0743, over 20631.39 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3214, pruned_loss=0.08875, over 2468878.05 frames. utt_duration=1179 frames, utt_pad_proportion=0.08462, over 8384.13 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3337, pruned_loss=0.09441, over 2474468.44 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07203, over 21382.72 utterances.], batch size: 91, lr: 5.69e-04
2022-08-23 05:35:58,608 INFO [train.py:927] (5/8) Epoch 5, batch 24350, giga_loss[loss=0.2647, simple_loss=0.3339, pruned_loss=0.09779, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03045, over 45.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3312, pruned_loss=0.09298, over 2474181.22 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07103, over 20155.23 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3212, pruned_loss=0.08831, over 2468806.69 frames. utt_duration=1185 frames, utt_pad_proportion=0.08213, over 8344.78 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.332, pruned_loss=0.09366, over 2474427.09 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07003, over 21267.34 utterances.], batch size: 45, lr: 5.68e-04
2022-08-23 05:37:40,196 INFO [train.py:927] (5/8) Epoch 5, batch 24400, giga_loss[loss=0.225, simple_loss=0.3021, pruned_loss=0.07397, over 12419.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03394, over 75.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3287, pruned_loss=0.09196, over 2474064.73 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07255, over 20143.08 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3201, pruned_loss=0.08756, over 2468837.42 frames. utt_duration=1198 frames, utt_pad_proportion=0.07898, over 8254.92 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3309, pruned_loss=0.09342, over 2474478.51 frames. utt_duration=456 frames, utt_pad_proportion=0.07259, over 21772.30 utterances.], batch size: 75, lr: 5.68e-04
2022-08-23 05:39:24,519 INFO [train.py:927] (5/8) Epoch 5, batch 24450, giga_loss[loss=0.2457, simple_loss=0.3112, pruned_loss=0.09012, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02616, over 48.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.327, pruned_loss=0.09169, over 2473862.30 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07759, over 20209.57 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3199, pruned_loss=0.0876, over 2468323.89 frames. utt_duration=1188 frames, utt_pad_proportion=0.08196, over 8324.63 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3292, pruned_loss=0.09291, over 2474802.19 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07611, over 21767.46 utterances.], batch size: 48, lr: 5.68e-04
2022-08-23 05:41:09,377 INFO [train.py:927] (5/8) Epoch 5, batch 24500, giga_loss[loss=0.2639, simple_loss=0.3443, pruned_loss=0.0918, over 12445.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03448, over 86.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.327, pruned_loss=0.09209, over 2474370.59 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07366, over 20980.64 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3198, pruned_loss=0.08742, over 2468210.71 frames. utt_duration=1189 frames, utt_pad_proportion=0.08107, over 8310.77 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3288, pruned_loss=0.09327, over 2475294.48 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07301, over 22381.58 utterances.], batch size: 86, lr: 5.68e-04
2022-08-23 05:42:53,147 INFO [train.py:927] (5/8) Epoch 5, batch 24550, libri_loss[loss=0.3479, simple_loss=0.535, pruned_loss=0.08037, over 12402.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004989, over 34.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3273, pruned_loss=0.09004, over 2474580.01 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07176, over 20186.28 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3211, pruned_loss=0.0873, over 2468441.94 frames. utt_duration=1183 frames, utt_pad_proportion=0.08383, over 8359.55 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3276, pruned_loss=0.09116, over 2475215.01 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07033, over 21474.54 utterances.], batch size: 34, lr: 5.68e-04
2022-08-23 05:44:35,753 INFO [train.py:927] (5/8) Epoch 5, batch 24600, giga_loss[loss=0.2475, simple_loss=0.3299, pruned_loss=0.08251, over 12382.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0333, over 104.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3283, pruned_loss=0.08999, over 2474152.87 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07066, over 19560.60 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3214, pruned_loss=0.08702, over 2468272.02 frames. utt_duration=1187 frames, utt_pad_proportion=0.08228, over 8325.41 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3284, pruned_loss=0.09121, over 2474983.23 frames. utt_duration=473.2 frames, utt_pad_proportion=0.06995, over 20986.04 utterances.], batch size: 104, lr: 5.68e-04
2022-08-23 05:46:23,344 INFO [train.py:927] (5/8) Epoch 5, batch 24650, giga_loss[loss=0.3646, simple_loss=0.3917, pruned_loss=0.1687, over 12410.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.33, pruned_loss=0.0921, over 2473901.68 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07463, over 19973.04 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3215, pruned_loss=0.08693, over 2468287.60 frames. utt_duration=1186 frames, utt_pad_proportion=0.08174, over 8333.67 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3302, pruned_loss=0.0932, over 2474641.81 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07401, over 21297.23 utterances.], batch size: 258, lr: 5.68e-04
2022-08-23 05:48:07,776 INFO [train.py:927] (5/8) Epoch 5, batch 24700, giga_loss[loss=0.2803, simple_loss=0.3373, pruned_loss=0.1116, over 12380.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06495, over 183.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3298, pruned_loss=0.09326, over 2474178.43 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06823, over 19657.05 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3214, pruned_loss=0.08702, over 2468171.46 frames. utt_duration=1185 frames, utt_pad_proportion=0.0814, over 8339.66 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3301, pruned_loss=0.09411, over 2474928.94 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06811, over 20850.76 utterances.], batch size: 183, lr: 5.68e-04
2022-08-23 05:49:51,806 INFO [train.py:927] (5/8) Epoch 5, batch 24750, giga_loss[loss=0.2495, simple_loss=0.3167, pruned_loss=0.09109, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04403, over 146.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3299, pruned_loss=0.09424, over 2473551.32 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07142, over 20018.75 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3212, pruned_loss=0.08704, over 2467697.57 frames. utt_duration=1190 frames, utt_pad_proportion=0.07956, over 8303.53 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3306, pruned_loss=0.0951, over 2474740.27 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07166, over 21367.84 utterances.], batch size: 146, lr: 5.68e-04
2022-08-23 05:51:32,054 INFO [train.py:927] (5/8) Epoch 5, batch 24800, giga_loss[loss=0.2404, simple_loss=0.3195, pruned_loss=0.08069, over 12444.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03442, over 86.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.328, pruned_loss=0.09158, over 2473621.87 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06646, over 19389.88 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3204, pruned_loss=0.08664, over 2467878.86 frames. utt_duration=1198 frames, utt_pad_proportion=0.07723, over 8247.29 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3295, pruned_loss=0.09284, over 2474617.62 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06767, over 20924.74 utterances.], batch size: 86, lr: 5.67e-04
2022-08-23 05:53:20,917 INFO [train.py:927] (5/8) Epoch 5, batch 24850, giga_loss[loss=0.236, simple_loss=0.3045, pruned_loss=0.08375, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03507, over 40.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3271, pruned_loss=0.09103, over 2473305.54 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06598, over 19443.89 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3211, pruned_loss=0.08691, over 2467857.90 frames. utt_duration=1197 frames, utt_pad_proportion=0.07712, over 8254.37 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3278, pruned_loss=0.09187, over 2474205.50 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06696, over 20800.67 utterances.], batch size: 40, lr: 5.67e-04
2022-08-23 05:55:05,739 INFO [train.py:927] (5/8) Epoch 5, batch 24900, giga_loss[loss=0.2804, simple_loss=0.3477, pruned_loss=0.1065, over 12390.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.0338, over 122.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3271, pruned_loss=0.09137, over 2474172.74 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07078, over 20241.61 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3214, pruned_loss=0.0869, over 2467929.61 frames. utt_duration=1197 frames, utt_pad_proportion=0.0769, over 8259.09 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3274, pruned_loss=0.09205, over 2474837.00 frames. utt_duration=465 frames, utt_pad_proportion=0.07136, over 21357.40 utterances.], batch size: 122, lr: 5.67e-04
2022-08-23 05:56:52,245 INFO [train.py:927] (5/8) Epoch 5, batch 24950, giga_loss[loss=0.3281, simple_loss=0.3603, pruned_loss=0.148, over 12356.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.197, over 366.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3312, pruned_loss=0.09333, over 2474556.78 frames. utt_duration=495 frames, utt_pad_proportion=0.06839, over 20055.12 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3216, pruned_loss=0.08699, over 2468212.39 frames. utt_duration=1200 frames, utt_pad_proportion=0.0744, over 8235.64 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3316, pruned_loss=0.09407, over 2475164.59 frames. utt_duration=461.3 frames, utt_pad_proportion=0.0697, over 21529.35 utterances.], batch size: 366, lr: 5.67e-04
2022-08-23 05:58:35,324 INFO [train.py:927] (5/8) Epoch 5, batch 25000, giga_loss[loss=0.2915, simple_loss=0.3543, pruned_loss=0.1144, over 12396.00 frames. utt_duration=436.6 frames, utt_pad_proportion=0.04679, over 114.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3346, pruned_loss=0.09543, over 2475414.14 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07111, over 21035.52 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3216, pruned_loss=0.08712, over 2468378.53 frames. utt_duration=1203 frames, utt_pad_proportion=0.07358, over 8220.17 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3351, pruned_loss=0.09601, over 2475838.49 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07224, over 22384.28 utterances.], batch size: 114, lr: 5.67e-04
2022-08-23 06:00:19,918 INFO [train.py:927] (5/8) Epoch 5, batch 25050, giga_loss[loss=0.2595, simple_loss=0.3279, pruned_loss=0.09562, over 12253.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0314, over 45.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3358, pruned_loss=0.09701, over 2475051.03 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07124, over 21045.54 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3213, pruned_loss=0.08704, over 2468334.54 frames. utt_duration=1206 frames, utt_pad_proportion=0.07277, over 8195.00 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3367, pruned_loss=0.09764, over 2475507.13 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07238, over 22297.86 utterances.], batch size: 45, lr: 5.67e-04
2022-08-23 06:02:05,113 INFO [train.py:927] (5/8) Epoch 5, batch 25100, giga_loss[loss=0.3176, simple_loss=0.3658, pruned_loss=0.1347, over 12408.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06281, over 183.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3342, pruned_loss=0.09652, over 2475450.15 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07237, over 21153.00 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3213, pruned_loss=0.08722, over 2468397.94 frames. utt_duration=1213 frames, utt_pad_proportion=0.07089, over 8152.70 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3353, pruned_loss=0.0972, over 2475993.94 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07383, over 22613.87 utterances.], batch size: 183, lr: 5.67e-04
2022-08-23 06:03:54,027 INFO [train.py:927] (5/8) Epoch 5, batch 25150, giga_loss[loss=0.2673, simple_loss=0.3359, pruned_loss=0.0994, over 12348.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02885, over 66.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3338, pruned_loss=0.09761, over 2475596.76 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07392, over 20933.40 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3219, pruned_loss=0.08783, over 2468598.38 frames. utt_duration=1198 frames, utt_pad_proportion=0.07459, over 8254.46 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3345, pruned_loss=0.09792, over 2476060.98 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07378, over 22417.41 utterances.], batch size: 66, lr: 5.67e-04
2022-08-23 06:05:37,035 INFO [train.py:927] (5/8) Epoch 5, batch 25200, giga_loss[loss=0.2566, simple_loss=0.3353, pruned_loss=0.08894, over 12442.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04129, over 146.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3318, pruned_loss=0.09669, over 2476014.82 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07582, over 21123.44 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3211, pruned_loss=0.08743, over 2468707.85 frames. utt_duration=1204 frames, utt_pad_proportion=0.07328, over 8210.58 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3334, pruned_loss=0.09752, over 2476448.53 frames. utt_duration=439 frames, utt_pad_proportion=0.07603, over 22640.19 utterances.], batch size: 146, lr: 5.67e-04
2022-08-23 06:07:20,236 INFO [train.py:927] (5/8) Epoch 5, batch 25250, giga_loss[loss=0.2313, simple_loss=0.3014, pruned_loss=0.08058, over 12468.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03917, over 31.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3307, pruned_loss=0.09657, over 2476088.00 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07275, over 21054.04 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.321, pruned_loss=0.08749, over 2468939.81 frames. utt_duration=1204 frames, utt_pad_proportion=0.07313, over 8214.12 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3323, pruned_loss=0.09735, over 2476350.36 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07317, over 22498.62 utterances.], batch size: 31, lr: 5.66e-04
2022-08-23 06:09:02,218 INFO [train.py:927] (5/8) Epoch 5, batch 25300, giga_loss[loss=0.2725, simple_loss=0.3439, pruned_loss=0.1006, over 12364.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02863, over 70.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3312, pruned_loss=0.09564, over 2474884.53 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07071, over 20255.23 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3211, pruned_loss=0.08761, over 2468839.16 frames. utt_duration=1206 frames, utt_pad_proportion=0.07211, over 8198.83 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3326, pruned_loss=0.09634, over 2475318.49 frames. utt_duration=458 frames, utt_pad_proportion=0.0715, over 21688.57 utterances.], batch size: 70, lr: 5.66e-04
2022-08-23 06:10:49,069 INFO [train.py:927] (5/8) Epoch 5, batch 25350, giga_loss[loss=0.2327, simple_loss=0.3343, pruned_loss=0.06556, over 12316.00 frames. utt_duration=913.7 frames, utt_pad_proportion=0.02386, over 54.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3331, pruned_loss=0.09753, over 2474854.69 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07285, over 21073.05 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3209, pruned_loss=0.0875, over 2469003.26 frames. utt_duration=1208 frames, utt_pad_proportion=0.07156, over 8186.88 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3344, pruned_loss=0.09823, over 2475114.36 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07349, over 22306.91 utterances.], batch size: 54, lr: 5.66e-04
2022-08-23 06:12:31,696 INFO [train.py:927] (5/8) Epoch 5, batch 25400, giga_loss[loss=0.2463, simple_loss=0.3362, pruned_loss=0.07815, over 12249.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02186, over 42.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.334, pruned_loss=0.09565, over 2474537.82 frames. utt_duration=480 frames, utt_pad_proportion=0.07342, over 20684.35 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3207, pruned_loss=0.08748, over 2468956.22 frames. utt_duration=1203 frames, utt_pad_proportion=0.07406, over 8217.73 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3356, pruned_loss=0.09648, over 2474934.26 frames. utt_duration=452 frames, utt_pad_proportion=0.07313, over 21974.58 utterances.], batch size: 42, lr: 5.66e-04
2022-08-23 06:14:16,557 INFO [train.py:927] (5/8) Epoch 5, batch 25450, giga_loss[loss=0.2515, simple_loss=0.3246, pruned_loss=0.08916, over 12453.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0343, over 98.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3369, pruned_loss=0.09725, over 2474604.08 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07473, over 21030.66 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3202, pruned_loss=0.08728, over 2468706.73 frames. utt_duration=1209 frames, utt_pad_proportion=0.07306, over 8176.68 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3389, pruned_loss=0.09826, over 2475256.78 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07481, over 22332.78 utterances.], batch size: 98, lr: 5.66e-04
2022-08-23 06:16:00,488 INFO [train.py:927] (5/8) Epoch 5, batch 25500, giga_loss[loss=0.252, simple_loss=0.3284, pruned_loss=0.08776, over 12407.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04294, over 146.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3389, pruned_loss=0.09987, over 2474409.61 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08217, over 22236.29 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3204, pruned_loss=0.0874, over 2468816.14 frames. utt_duration=1211 frames, utt_pad_proportion=0.07185, over 8168.19 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3407, pruned_loss=0.1008, over 2474955.77 frames. utt_duration=421.4 frames, utt_pad_proportion=0.08225, over 23576.39 utterances.], batch size: 146, lr: 5.66e-04
2022-08-23 06:17:44,563 INFO [train.py:927] (5/8) Epoch 5, batch 25550, giga_loss[loss=0.2914, simple_loss=0.3548, pruned_loss=0.114, over 12378.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.0595, over 182.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3385, pruned_loss=0.09973, over 2474277.48 frames. utt_duration=435.8 frames, utt_pad_proportion=0.08532, over 22788.44 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3201, pruned_loss=0.08721, over 2468645.61 frames. utt_duration=1216 frames, utt_pad_proportion=0.07084, over 8132.09 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3405, pruned_loss=0.1009, over 2474968.14 frames. utt_duration=411.4 frames, utt_pad_proportion=0.08561, over 24152.21 utterances.], batch size: 182, lr: 5.66e-04
2022-08-23 06:19:27,865 INFO [train.py:927] (5/8) Epoch 5, batch 25600, giga_loss[loss=0.289, simple_loss=0.3506, pruned_loss=0.1137, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02804, over 45.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.339, pruned_loss=0.09717, over 2475146.41 frames. utt_duration=468.5 frames, utt_pad_proportion=0.08045, over 21198.26 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3213, pruned_loss=0.0875, over 2468745.38 frames. utt_duration=1216 frames, utt_pad_proportion=0.07056, over 8131.43 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3395, pruned_loss=0.09786, over 2475621.51 frames. utt_duration=445 frames, utt_pad_proportion=0.08105, over 22329.41 utterances.], batch size: 45, lr: 5.66e-04
2022-08-23 06:21:14,884 INFO [train.py:927] (5/8) Epoch 5, batch 25650, giga_loss[loss=0.2123, simple_loss=0.291, pruned_loss=0.06681, over 12447.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.0326, over 86.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3385, pruned_loss=0.09746, over 2474967.09 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08059, over 21285.94 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3214, pruned_loss=0.08773, over 2468776.79 frames. utt_duration=1208 frames, utt_pad_proportion=0.07402, over 8185.61 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3391, pruned_loss=0.09791, over 2475399.51 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07987, over 22309.10 utterances.], batch size: 86, lr: 5.66e-04
2022-08-23 06:23:01,202 INFO [train.py:927] (5/8) Epoch 5, batch 25700, giga_loss[loss=0.2373, simple_loss=0.3144, pruned_loss=0.08008, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03786, over 123.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3381, pruned_loss=0.09887, over 2474387.16 frames. utt_duration=440.1 frames, utt_pad_proportion=0.08461, over 22562.95 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3214, pruned_loss=0.08786, over 2468353.33 frames. utt_duration=1211 frames, utt_pad_proportion=0.07318, over 8162.94 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3387, pruned_loss=0.09924, over 2475189.46 frames. utt_duration=421.5 frames, utt_pad_proportion=0.0842, over 23574.23 utterances.], batch size: 123, lr: 5.66e-04
2022-08-23 06:24:46,769 INFO [train.py:927] (5/8) Epoch 5, batch 25750, giga_loss[loss=0.2785, simple_loss=0.3316, pruned_loss=0.1127, over 12398.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07817, over 213.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3352, pruned_loss=0.09815, over 2474102.72 frames. utt_duration=426.2 frames, utt_pad_proportion=0.08801, over 23300.04 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3207, pruned_loss=0.08746, over 2468167.96 frames. utt_duration=1216 frames, utt_pad_proportion=0.07248, over 8129.66 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3366, pruned_loss=0.09892, over 2474968.72 frames. utt_duration=408.6 frames, utt_pad_proportion=0.08781, over 24313.41 utterances.], batch size: 213, lr: 5.65e-04
2022-08-23 06:26:30,476 INFO [train.py:927] (5/8) Epoch 5, batch 25800, giga_loss[loss=0.2439, simple_loss=0.3235, pruned_loss=0.08215, over 12450.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04265, over 114.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3329, pruned_loss=0.09681, over 2474577.13 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08308, over 22663.38 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3205, pruned_loss=0.08733, over 2467924.95 frames. utt_duration=1219 frames, utt_pad_proportion=0.07144, over 8109.24 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3344, pruned_loss=0.0977, over 2475601.91 frames. utt_duration=418.3 frames, utt_pad_proportion=0.08351, over 23757.96 utterances.], batch size: 114, lr: 5.65e-04
2022-08-23 06:28:10,604 INFO [train.py:927] (5/8) Epoch 5, batch 25850, giga_loss[loss=0.2367, simple_loss=0.3152, pruned_loss=0.0791, over 12386.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.03016, over 58.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3297, pruned_loss=0.09281, over 2474865.85 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07803, over 21979.47 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3207, pruned_loss=0.08735, over 2468409.22 frames. utt_duration=1201 frames, utt_pad_proportion=0.07721, over 8234.69 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.331, pruned_loss=0.09376, over 2475461.76 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07697, over 23222.26 utterances.], batch size: 58, lr: 5.65e-04
2022-08-23 06:30:00,912 INFO [train.py:927] (5/8) Epoch 5, batch 25900, giga_loss[loss=0.2108, simple_loss=0.2933, pruned_loss=0.06412, over 12454.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03411, over 86.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3281, pruned_loss=0.09204, over 2475094.09 frames. utt_duration=450 frames, utt_pad_proportion=0.07784, over 22075.42 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3201, pruned_loss=0.08703, over 2468486.58 frames. utt_duration=1209 frames, utt_pad_proportion=0.07617, over 8180.37 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3299, pruned_loss=0.09319, over 2475635.91 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07735, over 23426.55 utterances.], batch size: 86, lr: 5.65e-04
2022-08-23 06:31:44,347 INFO [train.py:927] (5/8) Epoch 5, batch 25950, libri_loss[loss=0.2405, simple_loss=0.313, pruned_loss=0.08399, over 12419.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.004405, over 34.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3251, pruned_loss=0.09037, over 2475549.97 frames. utt_duration=472.6 frames, utt_pad_proportion=0.0719, over 21018.41 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3199, pruned_loss=0.08702, over 2468839.47 frames. utt_duration=1210 frames, utt_pad_proportion=0.07483, over 8169.83 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3268, pruned_loss=0.0914, over 2475816.45 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07224, over 22409.51 utterances.], batch size: 34, lr: 5.65e-04
2022-08-23 06:33:26,844 INFO [train.py:927] (5/8) Epoch 5, batch 26000, giga_loss[loss=0.2459, simple_loss=0.3189, pruned_loss=0.08648, over 12356.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.0321, over 51.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.327, pruned_loss=0.0913, over 2475783.64 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07524, over 21116.42 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.32, pruned_loss=0.0868, over 2468756.20 frames. utt_duration=1215 frames, utt_pad_proportion=0.07359, over 8137.37 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3285, pruned_loss=0.09247, over 2476282.57 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07574, over 22629.85 utterances.], batch size: 51, lr: 5.65e-04
2022-08-23 06:35:12,476 INFO [train.py:927] (5/8) Epoch 5, batch 26050, giga_loss[loss=0.216, simple_loss=0.3027, pruned_loss=0.06472, over 12254.00 frames. utt_duration=1886 frames, utt_pad_proportion=0.05679, over 26.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3279, pruned_loss=0.09165, over 2475817.02 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07492, over 20888.14 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3211, pruned_loss=0.08701, over 2468733.98 frames. utt_duration=1217 frames, utt_pad_proportion=0.07308, over 8122.06 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3281, pruned_loss=0.09241, over 2476297.69 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0755, over 22210.58 utterances.], batch size: 26, lr: 5.65e-04
2022-08-23 06:36:55,459 INFO [train.py:927] (5/8) Epoch 5, batch 26100, giga_loss[loss=0.2653, simple_loss=0.3379, pruned_loss=0.0964, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03389, over 85.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3302, pruned_loss=0.09328, over 2475007.94 frames. utt_duration=456.6 frames, utt_pad_proportion=0.0802, over 21752.09 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.322, pruned_loss=0.08725, over 2468812.21 frames. utt_duration=1215 frames, utt_pad_proportion=0.07231, over 8136.75 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3298, pruned_loss=0.09385, over 2475535.14 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08066, over 23284.74 utterances.], batch size: 85, lr: 5.65e-04
2022-08-23 06:38:42,428 INFO [train.py:927] (5/8) Epoch 5, batch 26150, giga_loss[loss=0.2471, simple_loss=0.3212, pruned_loss=0.08655, over 12413.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03749, over 113.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3318, pruned_loss=0.09465, over 2474840.11 frames. utt_duration=442.8 frames, utt_pad_proportion=0.08341, over 22428.02 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3221, pruned_loss=0.0873, over 2468970.58 frames. utt_duration=1207 frames, utt_pad_proportion=0.07577, over 8193.93 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3315, pruned_loss=0.09521, over 2475214.83 frames. utt_duration=416.6 frames, utt_pad_proportion=0.08258, over 23850.70 utterances.], batch size: 113, lr: 5.65e-04
2022-08-23 06:40:30,822 INFO [train.py:927] (5/8) Epoch 5, batch 26200, giga_loss[loss=0.2491, simple_loss=0.3351, pruned_loss=0.08153, over 12320.00 frames. utt_duration=748 frames, utt_pad_proportion=0.02981, over 66.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3331, pruned_loss=0.09596, over 2474765.26 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08983, over 23215.20 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3223, pruned_loss=0.08745, over 2468993.58 frames. utt_duration=1208 frames, utt_pad_proportion=0.0749, over 8186.03 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3329, pruned_loss=0.09637, over 2475120.20 frames. utt_duration=404.9 frames, utt_pad_proportion=0.08916, over 24540.18 utterances.], batch size: 66, lr: 5.64e-04
2022-08-23 06:42:12,717 INFO [train.py:927] (5/8) Epoch 5, batch 26250, giga_loss[loss=0.2367, simple_loss=0.3135, pruned_loss=0.08001, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02981, over 91.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3307, pruned_loss=0.09323, over 2475140.34 frames. utt_duration=445.2 frames, utt_pad_proportion=0.08474, over 22308.04 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3225, pruned_loss=0.08745, over 2469213.66 frames. utt_duration=1210 frames, utt_pad_proportion=0.07354, over 8174.58 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3306, pruned_loss=0.09371, over 2475349.95 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08497, over 23708.52 utterances.], batch size: 91, lr: 5.64e-04
2022-08-23 06:43:59,944 INFO [train.py:927] (5/8) Epoch 5, batch 26300, giga_loss[loss=0.2323, simple_loss=0.3145, pruned_loss=0.075, over 12451.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.03116, over 55.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3294, pruned_loss=0.09334, over 2475662.74 frames. utt_duration=448 frames, utt_pad_proportion=0.08391, over 22177.38 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3225, pruned_loss=0.08756, over 2469242.17 frames. utt_duration=1200 frames, utt_pad_proportion=0.07696, over 8244.45 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3294, pruned_loss=0.09368, over 2475861.20 frames. utt_duration=425.6 frames, utt_pad_proportion=0.0831, over 23348.66 utterances.], batch size: 55, lr: 5.64e-04
2022-08-23 06:45:47,156 INFO [train.py:927] (5/8) Epoch 5, batch 26350, giga_loss[loss=0.2717, simple_loss=0.3383, pruned_loss=0.1026, over 12373.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04205, over 133.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3291, pruned_loss=0.09366, over 2476076.87 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07891, over 21856.97 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3225, pruned_loss=0.08757, over 2469121.96 frames. utt_duration=1199 frames, utt_pad_proportion=0.07671, over 8248.23 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3291, pruned_loss=0.09393, over 2476367.51 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07856, over 22831.97 utterances.], batch size: 133, lr: 5.64e-04
2022-08-23 06:47:31,142 INFO [train.py:927] (5/8) Epoch 5, batch 26400, giga_loss[loss=0.2323, simple_loss=0.3214, pruned_loss=0.07157, over 12326.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03419, over 62.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3305, pruned_loss=0.09476, over 2475553.00 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07735, over 21369.64 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3233, pruned_loss=0.08757, over 2469224.30 frames. utt_duration=1201 frames, utt_pad_proportion=0.07549, over 8231.36 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3299, pruned_loss=0.0951, over 2475808.14 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07757, over 22397.65 utterances.], batch size: 62, lr: 5.64e-04
2022-08-23 06:49:14,366 INFO [train.py:927] (5/8) Epoch 5, batch 26450, giga_loss[loss=0.2478, simple_loss=0.321, pruned_loss=0.08729, over 12359.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03186, over 58.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3308, pruned_loss=0.09524, over 2475112.43 frames. utt_duration=463.8 frames, utt_pad_proportion=0.0793, over 21413.89 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3228, pruned_loss=0.08737, over 2469284.97 frames. utt_duration=1207 frames, utt_pad_proportion=0.07411, over 8192.91 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.331, pruned_loss=0.09587, over 2475389.20 frames. utt_duration=440 frames, utt_pad_proportion=0.07991, over 22576.25 utterances.], batch size: 58, lr: 5.64e-04
2022-08-23 06:50:56,079 INFO [train.py:927] (5/8) Epoch 5, batch 26500, libri_loss[loss=0.2024, simple_loss=0.2881, pruned_loss=0.05836, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006702, over 37.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3313, pruned_loss=0.09656, over 2475118.98 frames. utt_duration=445.8 frames, utt_pad_proportion=0.0872, over 22279.04 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3223, pruned_loss=0.08707, over 2469350.68 frames. utt_duration=1209 frames, utt_pad_proportion=0.07255, over 8178.33 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3322, pruned_loss=0.09765, over 2475515.82 frames. utt_duration=419 frames, utt_pad_proportion=0.08783, over 23713.68 utterances.], batch size: 37, lr: 5.64e-04
2022-08-23 06:52:39,340 INFO [train.py:927] (5/8) Epoch 5, batch 26550, giga_loss[loss=0.2542, simple_loss=0.3256, pruned_loss=0.09139, over 12448.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03494, over 98.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3311, pruned_loss=0.09631, over 2475434.18 frames. utt_duration=448.8 frames, utt_pad_proportion=0.08954, over 22134.03 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3228, pruned_loss=0.08748, over 2469576.08 frames. utt_duration=1193 frames, utt_pad_proportion=0.07639, over 8293.40 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3315, pruned_loss=0.09697, over 2475656.52 frames. utt_duration=424.2 frames, utt_pad_proportion=0.08891, over 23426.76 utterances.], batch size: 98, lr: 5.64e-04
2022-08-23 06:54:20,595 INFO [train.py:927] (5/8) Epoch 5, batch 26600, giga_loss[loss=0.2384, simple_loss=0.3135, pruned_loss=0.08162, over 12141.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03609, over 36.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3326, pruned_loss=0.09724, over 2474871.74 frames. utt_duration=447 frames, utt_pad_proportion=0.09394, over 22217.92 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3238, pruned_loss=0.08821, over 2469910.55 frames. utt_duration=1148 frames, utt_pad_proportion=0.09036, over 8615.01 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3323, pruned_loss=0.09745, over 2474965.16 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08851, over 23536.24 utterances.], batch size: 36, lr: 5.64e-04
2022-08-23 06:54:38,824 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-23 06:57:06,190 INFO [train.py:927] (5/8) Epoch 6, batch 50, giga_loss[loss=0.2245, simple_loss=0.3203, pruned_loss=0.06435, over 12357.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02969, over 70.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3275, pruned_loss=0.07738, over 547093.84 frames. utt_duration=614.7 frames, utt_pad_proportion=0.05863, over 3568.81 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3188, pruned_loss=0.06461, over 84817.56 frames. utt_duration=1430 frames, utt_pad_proportion=0.007979, over 237.48 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3291, pruned_loss=0.07953, over 478762.31 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06186, over 3410.12 utterances.], batch size: 70, lr: 5.53e-04
2022-08-23 06:58:46,821 INFO [train.py:927] (5/8) Epoch 6, batch 100, giga_loss[loss=0.1577, simple_loss=0.2411, pruned_loss=0.03714, over 12229.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03864, over 28.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3073, pruned_loss=0.07112, over 973808.41 frames. utt_duration=618.7 frames, utt_pad_proportion=0.06143, over 6311.08 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3089, pruned_loss=0.06723, over 212943.86 frames. utt_duration=1435 frames, utt_pad_proportion=0.00975, over 594.28 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3079, pruned_loss=0.07226, over 832606.56 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06599, over 6092.09 utterances.], batch size: 28, lr: 5.53e-04
2022-08-23 07:00:31,672 INFO [train.py:927] (5/8) Epoch 6, batch 150, giga_loss[loss=0.1642, simple_loss=0.2435, pruned_loss=0.04246, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02549, over 48.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.292, pruned_loss=0.06466, over 1307204.16 frames. utt_duration=539 frames, utt_pad_proportion=0.06764, over 9727.78 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3088, pruned_loss=0.06738, over 235456.28 frames. utt_duration=1415 frames, utt_pad_proportion=0.01043, over 666.17 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2906, pruned_loss=0.06463, over 1184477.33 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07041, over 9565.70 utterances.], batch size: 48, lr: 5.53e-04
2022-08-23 07:02:15,921 INFO [train.py:927] (5/8) Epoch 6, batch 200, giga_loss[loss=0.1633, simple_loss=0.2482, pruned_loss=0.03924, over 12328.00 frames. utt_duration=668 frames, utt_pad_proportion=0.02762, over 74.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2803, pruned_loss=0.05977, over 1566340.42 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06592, over 12120.42 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3071, pruned_loss=0.0666, over 257896.38 frames. utt_duration=1430 frames, utt_pad_proportion=0.0101, over 722.37 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2785, pruned_loss=0.05945, over 1460616.99 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06791, over 12028.13 utterances.], batch size: 74, lr: 5.53e-04
2022-08-23 07:03:58,380 INFO [train.py:927] (5/8) Epoch 6, batch 250, giga_loss[loss=0.1703, simple_loss=0.2441, pruned_loss=0.04829, over 12231.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02921, over 39.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2751, pruned_loss=0.05772, over 1766817.24 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06737, over 14135.87 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3096, pruned_loss=0.06651, over 290541.81 frames. utt_duration=1443 frames, utt_pad_proportion=0.01051, over 806.09 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2726, pruned_loss=0.05724, over 1672966.98 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06904, over 14160.32 utterances.], batch size: 39, lr: 5.53e-04
2022-08-23 07:05:41,572 INFO [train.py:927] (5/8) Epoch 6, batch 300, giga_loss[loss=0.156, simple_loss=0.2392, pruned_loss=0.03639, over 12390.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02952, over 58.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2718, pruned_loss=0.05605, over 1923842.46 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06395, over 14594.66 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.31, pruned_loss=0.0664, over 365690.89 frames. utt_duration=1402 frames, utt_pad_proportion=0.01208, over 1044.08 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2683, pruned_loss=0.05525, over 1828650.37 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06605, over 14814.51 utterances.], batch size: 58, lr: 5.52e-04
2022-08-23 07:07:24,530 INFO [train.py:927] (5/8) Epoch 6, batch 350, giga_loss[loss=0.1483, simple_loss=0.2238, pruned_loss=0.03642, over 12157.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.0349, over 30.00 utterances.], tot_loss[loss=0.1878, simple_loss=0.2671, pruned_loss=0.05421, over 2046217.67 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06653, over 15962.88 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3106, pruned_loss=0.06675, over 376323.44 frames. utt_duration=1381 frames, utt_pad_proportion=0.01462, over 1090.86 utterances.], giga_tot_loss[loss=0.1855, simple_loss=0.2641, pruned_loss=0.05345, over 1969532.77 frames. utt_duration=489.3 frames, utt_pad_proportion=0.068, over 16151.25 utterances.], batch size: 30, lr: 5.52e-04
2022-08-23 07:09:05,028 INFO [train.py:927] (5/8) Epoch 6, batch 400, giga_loss[loss=0.1755, simple_loss=0.2592, pruned_loss=0.04594, over 12376.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0404, over 113.00 utterances.], tot_loss[loss=0.1834, simple_loss=0.2627, pruned_loss=0.05207, over 2140879.82 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06633, over 16417.79 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3095, pruned_loss=0.0669, over 407471.40 frames. utt_duration=1359 frames, utt_pad_proportion=0.02119, over 1200.77 utterances.], giga_tot_loss[loss=0.181, simple_loss=0.2597, pruned_loss=0.05117, over 2075402.75 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06741, over 16682.28 utterances.], batch size: 113, lr: 5.52e-04
2022-08-23 07:10:47,401 INFO [train.py:927] (5/8) Epoch 6, batch 450, giga_loss[loss=0.2175, simple_loss=0.2823, pruned_loss=0.07629, over 12368.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.192, over 366.00 utterances.], tot_loss[loss=0.1813, simple_loss=0.2599, pruned_loss=0.05139, over 2214174.70 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07521, over 17923.04 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3088, pruned_loss=0.06724, over 448384.48 frames. utt_duration=1376 frames, utt_pad_proportion=0.01987, over 1304.90 utterances.], giga_tot_loss[loss=0.1786, simple_loss=0.2566, pruned_loss=0.05031, over 2157027.07 frames. utt_duration=472.3 frames, utt_pad_proportion=0.0762, over 18327.51 utterances.], batch size: 366, lr: 5.52e-04
2022-08-23 07:12:26,615 INFO [train.py:927] (5/8) Epoch 6, batch 500, giga_loss[loss=0.281, simple_loss=0.3532, pruned_loss=0.1044, over 12387.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05161, over 161.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2701, pruned_loss=0.05639, over 2272713.92 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06894, over 17774.32 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3095, pruned_loss=0.06781, over 498370.50 frames. utt_duration=1370 frames, utt_pad_proportion=0.02076, over 1456.57 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2666, pruned_loss=0.05521, over 2222152.34 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07029, over 18339.29 utterances.], batch size: 161, lr: 5.52e-04
2022-08-23 07:14:14,732 INFO [train.py:927] (5/8) Epoch 6, batch 550, giga_loss[loss=0.2301, simple_loss=0.3159, pruned_loss=0.07211, over 12353.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.282, pruned_loss=0.06181, over 2316109.68 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06652, over 17608.82 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.309, pruned_loss=0.06787, over 508340.65 frames. utt_duration=1374 frames, utt_pad_proportion=0.02043, over 1481.29 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2795, pruned_loss=0.06095, over 2275698.55 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06774, over 18096.59 utterances.], batch size: 97, lr: 5.52e-04
2022-08-23 07:15:57,995 INFO [train.py:927] (5/8) Epoch 6, batch 600, libri_loss[loss=0.2204, simple_loss=0.3128, pruned_loss=0.06401, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008724, over 37.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2894, pruned_loss=0.06439, over 2350471.04 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06319, over 17404.53 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.311, pruned_loss=0.07004, over 604660.39 frames. utt_duration=1353 frames, utt_pad_proportion=0.01992, over 1789.37 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2859, pruned_loss=0.06302, over 2310847.85 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06519, over 18243.55 utterances.], batch size: 37, lr: 5.52e-04
2022-08-23 07:17:41,822 INFO [train.py:927] (5/8) Epoch 6, batch 650, giga_loss[loss=0.2331, simple_loss=0.3112, pruned_loss=0.07748, over 12460.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0359, over 40.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2937, pruned_loss=0.06595, over 2378051.44 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06208, over 17658.52 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3107, pruned_loss=0.06979, over 659704.45 frames. utt_duration=1295 frames, utt_pad_proportion=0.03964, over 2040.02 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2905, pruned_loss=0.0648, over 2343622.00 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06241, over 18520.74 utterances.], batch size: 40, lr: 5.52e-04
2022-08-23 07:19:26,559 INFO [train.py:927] (5/8) Epoch 6, batch 700, giga_loss[loss=0.2583, simple_loss=0.333, pruned_loss=0.0918, over 12423.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03908, over 105.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.298, pruned_loss=0.06848, over 2399552.37 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06105, over 18354.51 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3091, pruned_loss=0.06938, over 713079.58 frames. utt_duration=1265 frames, utt_pad_proportion=0.05303, over 2258.20 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2956, pruned_loss=0.06763, over 2370030.81 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06027, over 19276.88 utterances.], batch size: 105, lr: 5.52e-04
2022-08-23 07:21:08,908 INFO [train.py:927] (5/8) Epoch 6, batch 750, libri_loss[loss=0.2292, simple_loss=0.3105, pruned_loss=0.07397, over 12422.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02273, over 43.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3033, pruned_loss=0.07118, over 2415763.07 frames. utt_duration=519 frames, utt_pad_proportion=0.06574, over 18672.54 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3099, pruned_loss=0.07032, over 773509.43 frames. utt_duration=1238 frames, utt_pad_proportion=0.06447, over 2501.71 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3009, pruned_loss=0.0703, over 2390166.03 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06375, over 19729.53 utterances.], batch size: 43, lr: 5.52e-04
2022-08-23 07:22:50,540 INFO [train.py:927] (5/8) Epoch 6, batch 800, libri_loss[loss=0.2239, simple_loss=0.3106, pruned_loss=0.06865, over 12363.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.009125, over 38.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3062, pruned_loss=0.07133, over 2428683.81 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06287, over 18119.59 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3092, pruned_loss=0.06959, over 840300.50 frames. utt_duration=1200 frames, utt_pad_proportion=0.07244, over 2803.91 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3043, pruned_loss=0.0709, over 2406126.48 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06035, over 19283.08 utterances.], batch size: 38, lr: 5.51e-04
2022-08-23 07:24:33,569 INFO [train.py:927] (5/8) Epoch 6, batch 850, giga_loss[loss=0.2165, simple_loss=0.3165, pruned_loss=0.0582, over 12433.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04156, over 146.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3071, pruned_loss=0.07068, over 2437559.82 frames. utt_duration=561 frames, utt_pad_proportion=0.05908, over 17426.06 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3081, pruned_loss=0.06901, over 872191.85 frames. utt_duration=1214 frames, utt_pad_proportion=0.06946, over 2877.28 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.306, pruned_loss=0.07055, over 2419383.87 frames. utt_duration=523.3 frames, utt_pad_proportion=0.05755, over 18547.44 utterances.], batch size: 146, lr: 5.51e-04
2022-08-23 07:26:15,605 INFO [train.py:927] (5/8) Epoch 6, batch 900, giga_loss[loss=0.2174, simple_loss=0.304, pruned_loss=0.06543, over 12309.00 frames. utt_duration=795.6 frames, utt_pad_proportion=0.03681, over 62.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.307, pruned_loss=0.07035, over 2444857.15 frames. utt_duration=577.6 frames, utt_pad_proportion=0.06037, over 16976.56 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3078, pruned_loss=0.06913, over 903685.47 frames. utt_duration=1196 frames, utt_pad_proportion=0.07744, over 3025.76 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3062, pruned_loss=0.07021, over 2430123.72 frames. utt_duration=541.9 frames, utt_pad_proportion=0.05768, over 17986.55 utterances.], batch size: 62, lr: 5.51e-04
2022-08-23 07:28:00,075 INFO [train.py:927] (5/8) Epoch 6, batch 950, giga_loss[loss=0.1987, simple_loss=0.2995, pruned_loss=0.04901, over 12458.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03402, over 37.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3106, pruned_loss=0.07322, over 2451199.48 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05636, over 16210.68 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3098, pruned_loss=0.06912, over 950055.97 frames. utt_duration=1205 frames, utt_pad_proportion=0.07285, over 3156.51 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3093, pruned_loss=0.07318, over 2438809.71 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05486, over 17261.11 utterances.], batch size: 37, lr: 5.51e-04
2022-08-23 07:29:44,221 INFO [train.py:927] (5/8) Epoch 6, batch 1000, giga_loss[loss=0.2416, simple_loss=0.3197, pruned_loss=0.08173, over 12320.00 frames. utt_duration=851 frames, utt_pad_proportion=0.03407, over 58.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3128, pruned_loss=0.07468, over 2455835.91 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05671, over 16678.08 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3134, pruned_loss=0.06893, over 987534.49 frames. utt_duration=1219 frames, utt_pad_proportion=0.06954, over 3245.70 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3105, pruned_loss=0.07485, over 2445719.78 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05591, over 17740.53 utterances.], batch size: 58, lr: 5.51e-04
2022-08-23 07:31:25,278 INFO [train.py:927] (5/8) Epoch 6, batch 1050, giga_loss[loss=0.1916, simple_loss=0.2776, pruned_loss=0.05281, over 12360.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03111, over 85.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3128, pruned_loss=0.07456, over 2460000.31 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05574, over 17288.19 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3166, pruned_loss=0.06924, over 1031623.25 frames. utt_duration=1228 frames, utt_pad_proportion=0.0658, over 3365.65 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3097, pruned_loss=0.07474, over 2451416.08 frames. utt_duration=534.4 frames, utt_pad_proportion=0.05564, over 18401.07 utterances.], batch size: 85, lr: 5.51e-04
2022-08-23 07:33:11,912 INFO [train.py:927] (5/8) Epoch 6, batch 1100, giga_loss[loss=0.1901, simple_loss=0.2766, pruned_loss=0.05181, over 12372.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03, over 51.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3118, pruned_loss=0.07475, over 2463747.30 frames. utt_duration=560.8 frames, utt_pad_proportion=0.0623, over 17621.12 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3168, pruned_loss=0.06923, over 1074238.22 frames. utt_duration=1170 frames, utt_pad_proportion=0.08308, over 3676.66 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3091, pruned_loss=0.07506, over 2456654.06 frames. utt_duration=529.5 frames, utt_pad_proportion=0.05866, over 18609.65 utterances.], batch size: 51, lr: 5.51e-04
2022-08-23 07:34:56,588 INFO [train.py:927] (5/8) Epoch 6, batch 1150, giga_loss[loss=0.2029, simple_loss=0.275, pruned_loss=0.06544, over 12378.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07542, over 212.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3066, pruned_loss=0.07251, over 2466218.96 frames. utt_duration=527 frames, utt_pad_proportion=0.06432, over 18770.91 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3162, pruned_loss=0.06898, over 1094689.03 frames. utt_duration=1176 frames, utt_pad_proportion=0.08119, over 3729.16 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3046, pruned_loss=0.07292, over 2460898.96 frames. utt_duration=501 frames, utt_pad_proportion=0.06177, over 19707.87 utterances.], batch size: 212, lr: 5.51e-04
2022-08-23 07:36:39,185 INFO [train.py:927] (5/8) Epoch 6, batch 1200, giga_loss[loss=0.2035, simple_loss=0.3039, pruned_loss=0.05149, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03307, over 75.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3013, pruned_loss=0.07015, over 2468418.46 frames. utt_duration=508 frames, utt_pad_proportion=0.06954, over 19494.94 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3137, pruned_loss=0.06816, over 1148533.75 frames. utt_duration=1193 frames, utt_pad_proportion=0.07651, over 3856.71 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3004, pruned_loss=0.07091, over 2464180.42 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06791, over 20678.04 utterances.], batch size: 75, lr: 5.51e-04
2022-08-23 07:38:22,056 INFO [train.py:927] (5/8) Epoch 6, batch 1250, giga_loss[loss=0.2344, simple_loss=0.3139, pruned_loss=0.07744, over 12425.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03615, over 113.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2996, pruned_loss=0.06924, over 2469298.28 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06982, over 18971.44 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3121, pruned_loss=0.06785, over 1187473.43 frames. utt_duration=1207 frames, utt_pad_proportion=0.07313, over 3940.84 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2992, pruned_loss=0.07003, over 2466050.26 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06904, over 20256.74 utterances.], batch size: 113, lr: 5.51e-04
2022-08-23 07:40:03,442 INFO [train.py:927] (5/8) Epoch 6, batch 1300, giga_loss[loss=0.1936, simple_loss=0.2652, pruned_loss=0.061, over 12361.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.0418, over 37.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2984, pruned_loss=0.069, over 2469677.74 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06887, over 18013.51 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3126, pruned_loss=0.06811, over 1237589.32 frames. utt_duration=1201 frames, utt_pad_proportion=0.07661, over 4125.58 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.2974, pruned_loss=0.06958, over 2467325.80 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06755, over 19423.68 utterances.], batch size: 37, lr: 5.50e-04
2022-08-23 07:41:45,729 INFO [train.py:927] (5/8) Epoch 6, batch 1350, giga_loss[loss=0.2303, simple_loss=0.2981, pruned_loss=0.08125, over 12348.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1909, over 363.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2943, pruned_loss=0.06742, over 2470075.76 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06682, over 17447.38 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3116, pruned_loss=0.06765, over 1262042.38 frames. utt_duration=1208 frames, utt_pad_proportion=0.07456, over 4185.49 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2937, pruned_loss=0.06811, over 2468212.26 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06619, over 18754.26 utterances.], batch size: 363, lr: 5.50e-04
2022-08-23 07:43:30,391 INFO [train.py:927] (5/8) Epoch 6, batch 1400, libri_loss[loss=0.2305, simple_loss=0.3133, pruned_loss=0.07391, over 12453.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009375, over 39.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2914, pruned_loss=0.06678, over 2470601.50 frames. utt_duration=588.7 frames, utt_pad_proportion=0.06312, over 16830.33 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3118, pruned_loss=0.068, over 1286188.18 frames. utt_duration=1212 frames, utt_pad_proportion=0.0723, over 4249.33 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2905, pruned_loss=0.06713, over 2468967.29 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06325, over 18045.94 utterances.], batch size: 39, lr: 5.50e-04
2022-08-23 07:45:10,261 INFO [train.py:927] (5/8) Epoch 6, batch 1450, giga_loss[loss=0.2073, simple_loss=0.2885, pruned_loss=0.06307, over 12420.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04927, over 161.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2877, pruned_loss=0.06527, over 2470986.07 frames. utt_duration=585.1 frames, utt_pad_proportion=0.06357, over 16935.42 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3113, pruned_loss=0.06778, over 1314872.26 frames. utt_duration=1221 frames, utt_pad_proportion=0.06971, over 4311.43 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2868, pruned_loss=0.06562, over 2470238.48 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06416, over 18132.52 utterances.], batch size: 161, lr: 5.50e-04
2022-08-23 07:46:52,138 INFO [train.py:927] (5/8) Epoch 6, batch 1500, giga_loss[loss=0.1641, simple_loss=0.2473, pruned_loss=0.04049, over 12325.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.03114, over 28.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.285, pruned_loss=0.06389, over 2471190.74 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06442, over 16903.60 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3104, pruned_loss=0.06731, over 1337880.48 frames. utt_duration=1230 frames, utt_pad_proportion=0.06786, over 4354.90 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2842, pruned_loss=0.06433, over 2470534.37 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06516, over 18031.18 utterances.], batch size: 28, lr: 5.50e-04
2022-08-23 07:48:33,349 INFO [train.py:927] (5/8) Epoch 6, batch 1550, giga_loss[loss=0.216, simple_loss=0.2967, pruned_loss=0.0677, over 12414.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03944, over 105.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2857, pruned_loss=0.06475, over 2471194.96 frames. utt_duration=577.9 frames, utt_pad_proportion=0.07012, over 17150.46 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3108, pruned_loss=0.06787, over 1382644.49 frames. utt_duration=1196 frames, utt_pad_proportion=0.07937, over 4630.42 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.284, pruned_loss=0.06474, over 2470471.28 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06802, over 18275.63 utterances.], batch size: 105, lr: 5.50e-04
2022-08-23 07:50:14,667 INFO [train.py:927] (5/8) Epoch 6, batch 1600, giga_loss[loss=0.2769, simple_loss=0.3462, pruned_loss=0.1038, over 12449.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03519, over 86.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2901, pruned_loss=0.06748, over 2471605.15 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06382, over 16822.37 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3105, pruned_loss=0.06778, over 1409071.72 frames. utt_duration=1198 frames, utt_pad_proportion=0.07728, over 4709.11 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2883, pruned_loss=0.06745, over 2471446.35 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06284, over 17907.83 utterances.], batch size: 86, lr: 5.50e-04
2022-08-23 07:51:57,389 INFO [train.py:927] (5/8) Epoch 6, batch 1650, giga_loss[loss=0.2422, simple_loss=0.3276, pruned_loss=0.07837, over 12328.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03409, over 58.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2963, pruned_loss=0.07071, over 2471634.78 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06361, over 17257.65 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3094, pruned_loss=0.06739, over 1430233.01 frames. utt_duration=1207 frames, utt_pad_proportion=0.07539, over 4743.70 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2953, pruned_loss=0.07094, over 2471448.93 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06319, over 18315.59 utterances.], batch size: 58, lr: 5.50e-04
2022-08-23 07:53:41,119 INFO [train.py:927] (5/8) Epoch 6, batch 1700, giga_loss[loss=0.213, simple_loss=0.3043, pruned_loss=0.06089, over 12393.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.303, pruned_loss=0.07353, over 2472252.77 frames. utt_duration=544 frames, utt_pad_proportion=0.0658, over 18229.43 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3087, pruned_loss=0.06712, over 1465894.50 frames. utt_duration=1219 frames, utt_pad_proportion=0.07232, over 4815.30 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3023, pruned_loss=0.07405, over 2472347.17 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06593, over 19436.15 utterances.], batch size: 62, lr: 5.50e-04
2022-08-23 07:55:20,697 INFO [train.py:927] (5/8) Epoch 6, batch 1750, giga_loss[loss=0.3975, simple_loss=0.4224, pruned_loss=0.1863, over 12368.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.1121, over 260.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3103, pruned_loss=0.07705, over 2472281.37 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06769, over 18427.84 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3095, pruned_loss=0.06743, over 1485902.54 frames. utt_duration=1205 frames, utt_pad_proportion=0.07698, over 4936.68 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3092, pruned_loss=0.07742, over 2472319.93 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06652, over 19510.18 utterances.], batch size: 260, lr: 5.49e-04
2022-08-23 07:57:00,758 INFO [train.py:927] (5/8) Epoch 6, batch 1800, giga_loss[loss=0.2102, simple_loss=0.2902, pruned_loss=0.0651, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02683, over 42.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.307, pruned_loss=0.07388, over 2472039.56 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06457, over 18273.47 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3092, pruned_loss=0.06731, over 1505164.94 frames. utt_duration=1210 frames, utt_pad_proportion=0.07504, over 4981.59 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3063, pruned_loss=0.07438, over 2472333.15 frames. utt_duration=513 frames, utt_pad_proportion=0.06418, over 19335.77 utterances.], batch size: 42, lr: 5.49e-04
2022-08-23 07:58:44,129 INFO [train.py:927] (5/8) Epoch 6, batch 1850, libri_loss[loss=0.2439, simple_loss=0.3203, pruned_loss=0.08373, over 12447.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03479, over 46.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.307, pruned_loss=0.07305, over 2473182.48 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06313, over 18486.20 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3091, pruned_loss=0.06724, over 1519571.92 frames. utt_duration=1212 frames, utt_pad_proportion=0.0737, over 5022.72 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3065, pruned_loss=0.07355, over 2473429.35 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06313, over 19467.02 utterances.], batch size: 46, lr: 5.49e-04
2022-08-23 08:00:29,941 INFO [train.py:927] (5/8) Epoch 6, batch 1900, giga_loss[loss=0.3214, simple_loss=0.3664, pruned_loss=0.1382, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0364, over 40.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3098, pruned_loss=0.07534, over 2473186.35 frames. utt_duration=543.4 frames, utt_pad_proportion=0.0625, over 18254.61 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3089, pruned_loss=0.06722, over 1533904.06 frames. utt_duration=1195 frames, utt_pad_proportion=0.0787, over 5141.20 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3094, pruned_loss=0.07581, over 2473297.21 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06108, over 19095.14 utterances.], batch size: 40, lr: 5.49e-04
2022-08-23 08:02:13,398 INFO [train.py:927] (5/8) Epoch 6, batch 1950, giga_loss[loss=0.244, simple_loss=0.3245, pruned_loss=0.08181, over 12372.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03191, over 62.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3107, pruned_loss=0.07599, over 2473583.02 frames. utt_duration=554 frames, utt_pad_proportion=0.06469, over 17907.84 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3083, pruned_loss=0.06689, over 1566049.33 frames. utt_duration=1191 frames, utt_pad_proportion=0.07767, over 5265.57 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3108, pruned_loss=0.07683, over 2473920.73 frames. utt_duration=525.4 frames, utt_pad_proportion=0.0635, over 18886.77 utterances.], batch size: 62, lr: 5.49e-04
2022-08-23 08:03:54,472 INFO [train.py:927] (5/8) Epoch 6, batch 2000, giga_loss[loss=0.2285, simple_loss=0.3137, pruned_loss=0.07167, over 12275.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02681, over 54.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3113, pruned_loss=0.07651, over 2473395.73 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06784, over 17854.72 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3081, pruned_loss=0.06672, over 1579605.27 frames. utt_duration=1192 frames, utt_pad_proportion=0.07634, over 5305.44 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3116, pruned_loss=0.07739, over 2473640.89 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06702, over 18759.38 utterances.], batch size: 54, lr: 5.49e-04
2022-08-23 08:05:36,984 INFO [train.py:927] (5/8) Epoch 6, batch 2050, giga_loss[loss=0.2284, simple_loss=0.31, pruned_loss=0.07344, over 12342.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.0342, over 51.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.313, pruned_loss=0.07686, over 2473411.60 frames. utt_duration=575 frames, utt_pad_proportion=0.06718, over 17251.42 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3085, pruned_loss=0.0672, over 1592808.69 frames. utt_duration=1179 frames, utt_pad_proportion=0.08103, over 5411.32 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.313, pruned_loss=0.07741, over 2473717.67 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06529, over 18031.82 utterances.], batch size: 51, lr: 5.49e-04
2022-08-23 08:07:18,858 INFO [train.py:927] (5/8) Epoch 6, batch 2100, giga_loss[loss=0.2367, simple_loss=0.3096, pruned_loss=0.08192, over 12274.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02498, over 54.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3124, pruned_loss=0.07653, over 2473081.44 frames. utt_duration=605.6 frames, utt_pad_proportion=0.06228, over 16375.83 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3082, pruned_loss=0.06714, over 1614638.46 frames. utt_duration=1189 frames, utt_pad_proportion=0.07884, over 5437.76 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3127, pruned_loss=0.07724, over 2473293.57 frames. utt_duration=575.6 frames, utt_pad_proportion=0.0614, over 17233.41 utterances.], batch size: 54, lr: 5.49e-04
2022-08-23 08:09:01,283 INFO [train.py:927] (5/8) Epoch 6, batch 2150, giga_loss[loss=0.2349, simple_loss=0.3141, pruned_loss=0.0778, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03248, over 42.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3113, pruned_loss=0.07547, over 2472574.56 frames. utt_duration=627.5 frames, utt_pad_proportion=0.05879, over 15798.49 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3084, pruned_loss=0.06684, over 1647619.09 frames. utt_duration=1184 frames, utt_pad_proportion=0.07867, over 5572.99 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3115, pruned_loss=0.07657, over 2473461.48 frames. utt_duration=591.9 frames, utt_pad_proportion=0.05792, over 16758.09 utterances.], batch size: 42, lr: 5.49e-04
2022-08-23 08:10:44,951 INFO [train.py:927] (5/8) Epoch 6, batch 2200, giga_loss[loss=0.2193, simple_loss=0.306, pruned_loss=0.06626, over 12333.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03089, over 91.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3123, pruned_loss=0.07625, over 2472468.16 frames. utt_duration=627.4 frames, utt_pad_proportion=0.05953, over 15800.74 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3086, pruned_loss=0.06669, over 1679973.70 frames. utt_duration=1193 frames, utt_pad_proportion=0.07522, over 5637.91 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3125, pruned_loss=0.07755, over 2473285.15 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05949, over 16874.03 utterances.], batch size: 91, lr: 5.49e-04
2022-08-23 08:12:27,004 INFO [train.py:927] (5/8) Epoch 6, batch 2250, giga_loss[loss=0.212, simple_loss=0.2937, pruned_loss=0.06517, over 12471.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02945, over 55.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3119, pruned_loss=0.07581, over 2472084.33 frames. utt_duration=646.3 frames, utt_pad_proportion=0.05625, over 15335.82 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3082, pruned_loss=0.06666, over 1695746.34 frames. utt_duration=1198 frames, utt_pad_proportion=0.07366, over 5669.83 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3124, pruned_loss=0.07702, over 2472680.52 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05676, over 16337.18 utterances.], batch size: 55, lr: 5.48e-04
2022-08-23 08:14:11,452 INFO [train.py:927] (5/8) Epoch 6, batch 2300, giga_loss[loss=0.2085, simple_loss=0.2931, pruned_loss=0.06201, over 12287.00 frames. utt_duration=794.3 frames, utt_pad_proportion=0.03726, over 62.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3111, pruned_loss=0.07537, over 2472600.82 frames. utt_duration=652.4 frames, utt_pad_proportion=0.05954, over 15195.84 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3084, pruned_loss=0.06683, over 1718799.54 frames. utt_duration=1202 frames, utt_pad_proportion=0.07162, over 5726.93 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3115, pruned_loss=0.07645, over 2473023.51 frames. utt_duration=612.3 frames, utt_pad_proportion=0.06016, over 16194.80 utterances.], batch size: 62, lr: 5.48e-04
2022-08-23 08:15:56,173 INFO [train.py:927] (5/8) Epoch 6, batch 2350, giga_loss[loss=0.2011, simple_loss=0.2831, pruned_loss=0.05949, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02764, over 48.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.07476, over 2471784.19 frames. utt_duration=630.5 frames, utt_pad_proportion=0.063, over 15718.17 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3083, pruned_loss=0.06687, over 1726223.32 frames. utt_duration=1205 frames, utt_pad_proportion=0.07084, over 5737.63 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3095, pruned_loss=0.07566, over 2472193.97 frames. utt_duration=598.1 frames, utt_pad_proportion=0.0635, over 16575.29 utterances.], batch size: 48, lr: 5.48e-04
2022-08-23 08:17:39,334 INFO [train.py:927] (5/8) Epoch 6, batch 2400, giga_loss[loss=0.2092, simple_loss=0.2917, pruned_loss=0.0633, over 12408.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03432, over 80.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3074, pruned_loss=0.07413, over 2472203.84 frames. utt_duration=640.1 frames, utt_pad_proportion=0.05974, over 15484.16 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3073, pruned_loss=0.06645, over 1747616.52 frames. utt_duration=1215 frames, utt_pad_proportion=0.06893, over 5762.26 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3083, pruned_loss=0.07532, over 2473157.83 frames. utt_duration=604.3 frames, utt_pad_proportion=0.06082, over 16411.17 utterances.], batch size: 80, lr: 5.48e-04
2022-08-23 08:19:23,069 INFO [train.py:927] (5/8) Epoch 6, batch 2450, giga_loss[loss=0.2134, simple_loss=0.2889, pruned_loss=0.06893, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03731, over 40.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.305, pruned_loss=0.07333, over 2472355.33 frames. utt_duration=626.7 frames, utt_pad_proportion=0.05747, over 15817.72 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3072, pruned_loss=0.06648, over 1754976.72 frames. utt_duration=1217 frames, utt_pad_proportion=0.06823, over 5774.63 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3058, pruned_loss=0.07431, over 2472981.30 frames. utt_duration=596.3 frames, utt_pad_proportion=0.0586, over 16632.16 utterances.], batch size: 40, lr: 5.48e-04
2022-08-23 08:21:03,600 INFO [train.py:927] (5/8) Epoch 6, batch 2500, giga_loss[loss=0.2048, simple_loss=0.2906, pruned_loss=0.05949, over 12427.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03636, over 105.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3009, pruned_loss=0.07136, over 2471336.80 frames. utt_duration=624.1 frames, utt_pad_proportion=0.05735, over 15877.08 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3069, pruned_loss=0.06634, over 1766012.50 frames. utt_duration=1221 frames, utt_pad_proportion=0.06716, over 5793.97 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3016, pruned_loss=0.07231, over 2471515.26 frames. utt_duration=595.4 frames, utt_pad_proportion=0.05854, over 16645.32 utterances.], batch size: 105, lr: 5.48e-04
2022-08-23 08:22:55,895 INFO [train.py:927] (5/8) Epoch 6, batch 2550, giga_loss[loss=0.25, simple_loss=0.3283, pruned_loss=0.08585, over 12361.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04039, over 145.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3001, pruned_loss=0.0709, over 2471635.12 frames. utt_duration=628.1 frames, utt_pad_proportion=0.05848, over 15778.67 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3077, pruned_loss=0.06637, over 1780097.72 frames. utt_duration=1221 frames, utt_pad_proportion=0.06616, over 5836.73 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3, pruned_loss=0.07173, over 2471697.39 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05966, over 16536.09 utterances.], batch size: 145, lr: 5.48e-04
2022-08-23 08:24:38,590 INFO [train.py:927] (5/8) Epoch 6, batch 2600, giga_loss[loss=0.2677, simple_loss=0.3606, pruned_loss=0.08737, over 12395.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3024, pruned_loss=0.07197, over 2472603.99 frames. utt_duration=587 frames, utt_pad_proportion=0.06494, over 16891.58 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3077, pruned_loss=0.06646, over 1807651.34 frames. utt_duration=1221 frames, utt_pad_proportion=0.06483, over 5929.49 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3021, pruned_loss=0.07277, over 2472338.24 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06595, over 17815.41 utterances.], batch size: 133, lr: 5.48e-04
2022-08-23 08:26:21,101 INFO [train.py:927] (5/8) Epoch 6, batch 2650, giga_loss[loss=0.2149, simple_loss=0.2931, pruned_loss=0.06831, over 12393.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04258, over 37.00 utterances.], tot_loss[loss=0.222, simple_loss=0.302, pruned_loss=0.07098, over 2472473.97 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06468, over 17049.43 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3072, pruned_loss=0.06647, over 1820832.34 frames. utt_duration=1227 frames, utt_pad_proportion=0.06363, over 5940.91 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.302, pruned_loss=0.0717, over 2472263.82 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06586, over 17974.32 utterances.], batch size: 37, lr: 5.48e-04
2022-08-23 08:28:04,826 INFO [train.py:927] (5/8) Epoch 6, batch 2700, giga_loss[loss=0.2286, simple_loss=0.3113, pruned_loss=0.07298, over 12426.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03786, over 133.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3011, pruned_loss=0.06999, over 2473305.73 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06021, over 17148.77 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3069, pruned_loss=0.06635, over 1824187.18 frames. utt_duration=1230 frames, utt_pad_proportion=0.06337, over 5940.20 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3013, pruned_loss=0.07065, over 2473060.41 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06139, over 17920.59 utterances.], batch size: 133, lr: 5.48e-04
2022-08-23 08:29:47,469 INFO [train.py:927] (5/8) Epoch 6, batch 2750, giga_loss[loss=0.1968, simple_loss=0.2859, pruned_loss=0.05383, over 12359.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04189, over 113.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3022, pruned_loss=0.07009, over 2473144.09 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05753, over 17085.80 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3079, pruned_loss=0.06663, over 1830702.57 frames. utt_duration=1232 frames, utt_pad_proportion=0.06268, over 5952.76 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3016, pruned_loss=0.07045, over 2472926.17 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05876, over 17776.73 utterances.], batch size: 113, lr: 5.47e-04
2022-08-23 08:31:28,395 INFO [train.py:927] (5/8) Epoch 6, batch 2800, giga_loss[loss=0.2665, simple_loss=0.3386, pruned_loss=0.09717, over 12399.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07343, over 212.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3035, pruned_loss=0.07088, over 2473012.75 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05683, over 16536.41 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.308, pruned_loss=0.06677, over 1849336.91 frames. utt_duration=1240 frames, utt_pad_proportion=0.06089, over 5972.05 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3028, pruned_loss=0.07119, over 2473205.44 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05841, over 17374.90 utterances.], batch size: 212, lr: 5.47e-04
2022-08-23 08:33:11,328 INFO [train.py:927] (5/8) Epoch 6, batch 2850, giga_loss[loss=0.2368, simple_loss=0.32, pruned_loss=0.07674, over 12423.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3054, pruned_loss=0.07156, over 2473616.54 frames. utt_duration=579.4 frames, utt_pad_proportion=0.05685, over 17121.94 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3083, pruned_loss=0.067, over 1855651.84 frames. utt_duration=1239 frames, utt_pad_proportion=0.06036, over 5999.27 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3047, pruned_loss=0.07168, over 2473679.93 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05819, over 17859.86 utterances.], batch size: 105, lr: 5.47e-04
2022-08-23 08:34:55,734 INFO [train.py:927] (5/8) Epoch 6, batch 2900, giga_loss[loss=0.203, simple_loss=0.2996, pruned_loss=0.05314, over 12319.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.0288, over 74.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3054, pruned_loss=0.07143, over 2473170.08 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06139, over 17474.06 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3079, pruned_loss=0.06684, over 1858617.59 frames. utt_duration=1241 frames, utt_pad_proportion=0.06026, over 5996.28 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3051, pruned_loss=0.07166, over 2473333.67 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06231, over 18106.28 utterances.], batch size: 74, lr: 5.47e-04
2022-08-23 08:36:36,507 INFO [train.py:927] (5/8) Epoch 6, batch 2950, giga_loss[loss=0.1909, simple_loss=0.2755, pruned_loss=0.05319, over 12364.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.0258, over 66.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3053, pruned_loss=0.07198, over 2473415.96 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06054, over 17581.76 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3076, pruned_loss=0.0669, over 1870897.65 frames. utt_duration=1244 frames, utt_pad_proportion=0.05941, over 6021.24 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3052, pruned_loss=0.0722, over 2473470.47 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06155, over 18264.51 utterances.], batch size: 66, lr: 5.47e-04
2022-08-23 08:38:15,353 INFO [train.py:927] (5/8) Epoch 6, batch 3000, giga_loss[loss=0.1998, simple_loss=0.2727, pruned_loss=0.06346, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02991, over 45.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3042, pruned_loss=0.07127, over 2473392.95 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05877, over 17584.92 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3083, pruned_loss=0.06722, over 1891344.73 frames. utt_duration=1232 frames, utt_pad_proportion=0.06413, over 6147.86 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3035, pruned_loss=0.07137, over 2473713.78 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05805, over 18365.40 utterances.], batch size: 45, lr: 5.47e-04
2022-08-23 08:38:15,354 INFO [train.py:958] (5/8) Computing validation loss
2022-08-23 08:38:28,853 INFO [train.py:967] (5/8) 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 08:40:07,711 INFO [train.py:927] (5/8) Epoch 6, batch 3050, giga_loss[loss=0.251, simple_loss=0.3301, pruned_loss=0.08593, over 12357.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06135, over 182.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3054, pruned_loss=0.07095, over 2474203.25 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06209, over 18394.81 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3084, pruned_loss=0.06755, over 1905622.30 frames. utt_duration=1223 frames, utt_pad_proportion=0.06826, over 6240.10 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3048, pruned_loss=0.0709, over 2474571.80 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06021, over 19204.54 utterances.], batch size: 182, lr: 5.47e-04
2022-08-23 08:41:48,245 INFO [train.py:927] (5/8) Epoch 6, batch 3100, giga_loss[loss=0.2117, simple_loss=0.277, pruned_loss=0.07317, over 12356.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04399, over 31.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3039, pruned_loss=0.07065, over 2473784.05 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06318, over 18185.19 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3084, pruned_loss=0.06755, over 1905622.30 frames. utt_duration=1223 frames, utt_pad_proportion=0.06826, over 6240.10 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3034, pruned_loss=0.07061, over 2474070.89 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06165, over 18815.41 utterances.], batch size: 31, lr: 5.47e-04
2022-08-23 08:43:26,759 INFO [train.py:927] (5/8) Epoch 6, batch 3150, giga_loss[loss=0.2245, simple_loss=0.2972, pruned_loss=0.07595, over 12436.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03056, over 80.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3023, pruned_loss=0.07025, over 2474010.43 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05948, over 17473.69 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3083, pruned_loss=0.0675, over 1932858.83 frames. utt_duration=1235 frames, utt_pad_proportion=0.0652, over 6269.40 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3016, pruned_loss=0.07036, over 2474780.26 frames. utt_duration=537.3 frames, utt_pad_proportion=0.0592, over 18474.31 utterances.], batch size: 80, lr: 5.47e-04
2022-08-23 08:45:03,957 INFO [train.py:927] (5/8) Epoch 6, batch 3200, giga_loss[loss=0.2347, simple_loss=0.3162, pruned_loss=0.07662, over 12409.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.0382, over 123.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3001, pruned_loss=0.07006, over 2472896.52 frames. utt_duration=575.2 frames, utt_pad_proportion=0.0576, over 17240.39 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3081, pruned_loss=0.06751, over 1940432.62 frames. utt_duration=1236 frames, utt_pad_proportion=0.06466, over 6287.29 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.2997, pruned_loss=0.07017, over 2473939.59 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05761, over 18160.21 utterances.], batch size: 123, lr: 5.47e-04
2022-08-23 08:46:48,932 INFO [train.py:927] (5/8) Epoch 6, batch 3250, giga_loss[loss=0.2085, simple_loss=0.2888, pruned_loss=0.06407, over 12391.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05139, over 161.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2975, pruned_loss=0.069, over 2473486.15 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05756, over 17215.68 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3077, pruned_loss=0.06738, over 1961274.14 frames. utt_duration=1242 frames, utt_pad_proportion=0.06264, over 6323.44 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2971, pruned_loss=0.06926, over 2474430.50 frames. utt_duration=541.8 frames, utt_pad_proportion=0.0581, over 18317.80 utterances.], batch size: 161, lr: 5.46e-04
2022-08-23 08:48:29,698 INFO [train.py:927] (5/8) Epoch 6, batch 3300, giga_loss[loss=0.2145, simple_loss=0.294, pruned_loss=0.06753, over 12406.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05036, over 161.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2939, pruned_loss=0.06793, over 2473344.13 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05778, over 17424.99 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3079, pruned_loss=0.06754, over 1966568.10 frames. utt_duration=1244 frames, utt_pad_proportion=0.062, over 6332.18 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2933, pruned_loss=0.06804, over 2473932.02 frames. utt_duration=540 frames, utt_pad_proportion=0.05838, over 18377.43 utterances.], batch size: 161, lr: 5.46e-04
2022-08-23 08:50:10,148 INFO [train.py:927] (5/8) Epoch 6, batch 3350, giga_loss[loss=0.2147, simple_loss=0.2903, pruned_loss=0.06958, over 12453.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03656, over 43.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.297, pruned_loss=0.06895, over 2473658.13 frames. utt_duration=580.6 frames, utt_pad_proportion=0.05626, over 17085.22 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3096, pruned_loss=0.06816, over 1981382.78 frames. utt_duration=1232 frames, utt_pad_proportion=0.06546, over 6438.89 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2949, pruned_loss=0.06859, over 2474321.51 frames. utt_duration=549.8 frames, utt_pad_proportion=0.05545, over 18049.27 utterances.], batch size: 43, lr: 5.46e-04
2022-08-23 08:51:48,986 INFO [train.py:927] (5/8) Epoch 6, batch 3400, giga_loss[loss=0.2318, simple_loss=0.3097, pruned_loss=0.07694, over 12430.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03298, over 80.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2988, pruned_loss=0.0693, over 2473601.41 frames. utt_duration=601.1 frames, utt_pad_proportion=0.05173, over 16501.38 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3093, pruned_loss=0.06803, over 1993022.43 frames. utt_duration=1238 frames, utt_pad_proportion=0.0639, over 6448.83 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2972, pruned_loss=0.06912, over 2474614.88 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05171, over 17491.94 utterances.], batch size: 80, lr: 5.46e-04
2022-08-23 08:53:29,210 INFO [train.py:927] (5/8) Epoch 6, batch 3450, giga_loss[loss=0.1991, simple_loss=0.2906, pruned_loss=0.05378, over 12459.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3023, pruned_loss=0.07105, over 2474558.66 frames. utt_duration=587.6 frames, utt_pad_proportion=0.05287, over 16889.09 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.309, pruned_loss=0.06796, over 2002745.91 frames. utt_duration=1241 frames, utt_pad_proportion=0.06262, over 6463.74 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3009, pruned_loss=0.07099, over 2475219.29 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05311, over 17839.20 utterances.], batch size: 75, lr: 5.46e-04
2022-08-23 08:55:14,337 INFO [train.py:927] (5/8) Epoch 6, batch 3500, libri_loss[loss=0.1836, simple_loss=0.2613, pruned_loss=0.05296, over 12485.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007822, over 29.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3075, pruned_loss=0.07529, over 2473530.69 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05872, over 16879.13 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3091, pruned_loss=0.06827, over 2016778.21 frames. utt_duration=1227 frames, utt_pad_proportion=0.06744, over 6583.30 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3063, pruned_loss=0.07519, over 2473992.81 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05679, over 17820.59 utterances.], batch size: 29, lr: 5.46e-04
2022-08-23 08:56:56,630 INFO [train.py:927] (5/8) Epoch 6, batch 3550, giga_loss[loss=0.3222, simple_loss=0.3592, pruned_loss=0.1426, over 12340.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1986, over 366.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.316, pruned_loss=0.08116, over 2473704.49 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06425, over 18552.73 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3094, pruned_loss=0.0683, over 2025503.65 frames. utt_duration=1225 frames, utt_pad_proportion=0.06657, over 6620.25 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3149, pruned_loss=0.08122, over 2474375.17 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06283, over 19459.72 utterances.], batch size: 366, lr: 5.46e-04
2022-08-23 08:58:39,835 INFO [train.py:927] (5/8) Epoch 6, batch 3600, giga_loss[loss=0.4688, simple_loss=0.4585, pruned_loss=0.2395, over 12378.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1111, over 260.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3265, pruned_loss=0.09131, over 2474141.40 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07202, over 19647.61 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3102, pruned_loss=0.06879, over 2034090.57 frames. utt_duration=1216 frames, utt_pad_proportion=0.06986, over 6696.68 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3252, pruned_loss=0.09128, over 2474971.06 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06978, over 20523.97 utterances.], batch size: 260, lr: 5.46e-04
2022-08-23 09:00:23,717 INFO [train.py:927] (5/8) Epoch 6, batch 3650, giga_loss[loss=0.2771, simple_loss=0.3331, pruned_loss=0.1105, over 12427.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04206, over 146.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3344, pruned_loss=0.09895, over 2474649.29 frames. utt_duration=489.3 frames, utt_pad_proportion=0.0724, over 20291.11 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3105, pruned_loss=0.06909, over 2042962.25 frames. utt_duration=1209 frames, utt_pad_proportion=0.07261, over 6769.95 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3336, pruned_loss=0.09923, over 2475191.31 frames. utt_duration=469.1 frames, utt_pad_proportion=0.06985, over 21170.60 utterances.], batch size: 146, lr: 5.46e-04
2022-08-23 09:02:11,071 INFO [train.py:927] (5/8) Epoch 6, batch 3700, giga_loss[loss=0.4121, simple_loss=0.4316, pruned_loss=0.1963, over 12372.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1088, over 259.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3415, pruned_loss=0.106, over 2474449.75 frames. utt_duration=452.3 frames, utt_pad_proportion=0.08063, over 21953.08 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3106, pruned_loss=0.06915, over 2051246.49 frames. utt_duration=1212 frames, utt_pad_proportion=0.07128, over 6776.49 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3413, pruned_loss=0.1068, over 2475132.31 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07881, over 22908.54 utterances.], batch size: 259, lr: 5.46e-04
2022-08-23 09:03:56,237 INFO [train.py:927] (5/8) Epoch 6, batch 3750, giga_loss[loss=0.2533, simple_loss=0.3277, pruned_loss=0.08946, over 12333.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03139, over 70.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3459, pruned_loss=0.11, over 2474206.63 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08287, over 22657.44 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3103, pruned_loss=0.06915, over 2065330.77 frames. utt_duration=1221 frames, utt_pad_proportion=0.06928, over 6774.19 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3471, pruned_loss=0.1119, over 2475241.81 frames. utt_duration=415.3 frames, utt_pad_proportion=0.08195, over 23923.31 utterances.], batch size: 70, lr: 5.45e-04
2022-08-23 09:05:39,546 INFO [train.py:927] (5/8) Epoch 6, batch 3800, giga_loss[loss=0.2294, simple_loss=0.307, pruned_loss=0.07589, over 12358.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03235, over 51.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3447, pruned_loss=0.1093, over 2474589.86 frames. utt_duration=452 frames, utt_pad_proportion=0.08096, over 21971.47 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3106, pruned_loss=0.06965, over 2079493.53 frames. utt_duration=1221 frames, utt_pad_proportion=0.06847, over 6821.62 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3465, pruned_loss=0.1118, over 2475389.86 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08069, over 23449.81 utterances.], batch size: 51, lr: 5.45e-04
2022-08-23 09:07:19,453 INFO [train.py:927] (5/8) Epoch 6, batch 3850, giga_loss[loss=0.2707, simple_loss=0.3549, pruned_loss=0.09321, over 12426.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03761, over 86.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3434, pruned_loss=0.1067, over 2474538.43 frames. utt_duration=477 frames, utt_pad_proportion=0.0749, over 20815.47 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3102, pruned_loss=0.06952, over 2096490.20 frames. utt_duration=1233 frames, utt_pad_proportion=0.06593, over 6810.84 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3466, pruned_loss=0.1104, over 2475577.94 frames. utt_duration=439.1 frames, utt_pad_proportion=0.0759, over 22623.90 utterances.], batch size: 86, lr: 5.45e-04
2022-08-23 09:09:04,980 INFO [train.py:927] (5/8) Epoch 6, batch 3900, libri_loss[loss=0.2472, simple_loss=0.3261, pruned_loss=0.08418, over 12461.00 frames. utt_duration=780.2 frames, utt_pad_proportion=0.1144, over 64.00 utterances.], tot_loss[loss=0.2779, simple_loss=0.3438, pruned_loss=0.106, over 2474763.98 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07486, over 20872.63 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3104, pruned_loss=0.06973, over 2104220.00 frames. utt_duration=1229 frames, utt_pad_proportion=0.0656, over 6857.43 utterances.], giga_tot_loss[loss=0.2829, simple_loss=0.3468, pruned_loss=0.1095, over 2475371.71 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07581, over 22537.17 utterances.], batch size: 64, lr: 5.45e-04
2022-08-23 09:10:50,337 INFO [train.py:927] (5/8) Epoch 6, batch 3950, giga_loss[loss=0.2085, simple_loss=0.2991, pruned_loss=0.05892, over 12361.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02912, over 70.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3416, pruned_loss=0.1021, over 2475303.68 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07162, over 20008.30 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3109, pruned_loss=0.06992, over 2115297.98 frames. utt_duration=1231 frames, utt_pad_proportion=0.06386, over 6883.35 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3445, pruned_loss=0.1057, over 2475717.43 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07325, over 21695.22 utterances.], batch size: 70, lr: 5.45e-04
2022-08-23 09:12:33,830 INFO [train.py:927] (5/8) Epoch 6, batch 4000, giga_loss[loss=0.2323, simple_loss=0.3162, pruned_loss=0.07417, over 12376.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02766, over 91.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3386, pruned_loss=0.09898, over 2474876.99 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07048, over 20001.92 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.311, pruned_loss=0.07004, over 2129102.84 frames. utt_duration=1230 frames, utt_pad_proportion=0.06269, over 6933.93 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3419, pruned_loss=0.1029, over 2475535.82 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07233, over 21804.17 utterances.], batch size: 91, lr: 5.45e-04
2022-08-23 09:14:14,858 INFO [train.py:927] (5/8) Epoch 6, batch 4050, giga_loss[loss=0.2564, simple_loss=0.3277, pruned_loss=0.09253, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03435, over 51.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3362, pruned_loss=0.09704, over 2474739.90 frames. utt_duration=484.8 frames, utt_pad_proportion=0.072, over 20480.97 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3107, pruned_loss=0.06979, over 2135905.40 frames. utt_duration=1232 frames, utt_pad_proportion=0.06162, over 6941.22 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3395, pruned_loss=0.1008, over 2475321.47 frames. utt_duration=449 frames, utt_pad_proportion=0.07366, over 22125.20 utterances.], batch size: 51, lr: 5.45e-04
2022-08-23 09:16:03,855 INFO [train.py:927] (5/8) Epoch 6, batch 4100, giga_loss[loss=0.2396, simple_loss=0.3118, pruned_loss=0.08366, over 12170.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.03722, over 28.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3352, pruned_loss=0.09579, over 2474067.73 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07347, over 20537.46 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3112, pruned_loss=0.06991, over 2143975.91 frames. utt_duration=1239 frames, utt_pad_proportion=0.06033, over 6932.75 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.338, pruned_loss=0.09931, over 2474811.88 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07514, over 22175.11 utterances.], batch size: 28, lr: 5.45e-04
2022-08-23 09:17:53,872 INFO [train.py:927] (5/8) Epoch 6, batch 4150, giga_loss[loss=0.22, simple_loss=0.3076, pruned_loss=0.06614, over 12352.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03361, over 51.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3356, pruned_loss=0.09383, over 2474034.22 frames. utt_duration=482.1 frames, utt_pad_proportion=0.0744, over 20588.26 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3125, pruned_loss=0.0703, over 2148752.31 frames. utt_duration=1240 frames, utt_pad_proportion=0.05953, over 6941.73 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3371, pruned_loss=0.09663, over 2474747.44 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07593, over 22048.45 utterances.], batch size: 51, lr: 5.45e-04
2022-08-23 09:19:40,664 INFO [train.py:927] (5/8) Epoch 6, batch 4200, giga_loss[loss=0.2162, simple_loss=0.2991, pruned_loss=0.06666, over 12468.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03008, over 75.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3357, pruned_loss=0.09363, over 2474694.13 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07128, over 20626.12 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3123, pruned_loss=0.07018, over 2154845.21 frames. utt_duration=1241 frames, utt_pad_proportion=0.05896, over 6951.71 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3376, pruned_loss=0.09637, over 2475624.64 frames. utt_duration=451 frames, utt_pad_proportion=0.07294, over 22027.00 utterances.], batch size: 75, lr: 5.45e-04
2022-08-23 09:21:27,291 INFO [train.py:927] (5/8) Epoch 6, batch 4250, giga_loss[loss=0.2365, simple_loss=0.311, pruned_loss=0.08098, over 12363.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03259, over 62.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3328, pruned_loss=0.09183, over 2475009.45 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06891, over 20008.28 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3123, pruned_loss=0.07003, over 2166204.39 frames. utt_duration=1243 frames, utt_pad_proportion=0.05731, over 6979.03 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.335, pruned_loss=0.09488, over 2475464.92 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07102, over 21531.12 utterances.], batch size: 62, lr: 5.44e-04
2022-08-23 09:23:13,354 INFO [train.py:927] (5/8) Epoch 6, batch 4300, giga_loss[loss=0.2439, simple_loss=0.3256, pruned_loss=0.08107, over 12379.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.03635, over 80.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3302, pruned_loss=0.09033, over 2474551.22 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06601, over 19459.83 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3123, pruned_loss=0.0701, over 2171969.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.05634, over 6978.47 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3324, pruned_loss=0.09306, over 2475245.67 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06828, over 20901.48 utterances.], batch size: 80, lr: 5.44e-04
2022-08-23 09:25:01,415 INFO [train.py:927] (5/8) Epoch 6, batch 4350, giga_loss[loss=0.2008, simple_loss=0.2867, pruned_loss=0.05747, over 12300.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03438, over 28.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.329, pruned_loss=0.08856, over 2474058.73 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06662, over 19274.83 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3118, pruned_loss=0.06988, over 2177931.49 frames. utt_duration=1248 frames, utt_pad_proportion=0.05546, over 6987.90 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3314, pruned_loss=0.09123, over 2474642.25 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06873, over 20624.36 utterances.], batch size: 28, lr: 5.44e-04
2022-08-23 09:26:48,932 INFO [train.py:927] (5/8) Epoch 6, batch 4400, giga_loss[loss=0.2579, simple_loss=0.3342, pruned_loss=0.0908, over 12365.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03269, over 104.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3277, pruned_loss=0.08858, over 2474173.57 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07324, over 20404.55 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3117, pruned_loss=0.06983, over 2184906.79 frames. utt_duration=1254 frames, utt_pad_proportion=0.0543, over 6978.27 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3301, pruned_loss=0.0912, over 2474968.12 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07497, over 21798.61 utterances.], batch size: 104, lr: 5.44e-04
2022-08-23 09:28:33,798 INFO [train.py:927] (5/8) Epoch 6, batch 4450, libri_loss[loss=0.2425, simple_loss=0.3271, pruned_loss=0.07893, over 12406.00 frames. utt_duration=765.1 frames, utt_pad_proportion=0.1306, over 65.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3252, pruned_loss=0.08775, over 2474129.37 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07011, over 19819.15 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3112, pruned_loss=0.06973, over 2194696.76 frames. utt_duration=1254 frames, utt_pad_proportion=0.05411, over 7007.87 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.328, pruned_loss=0.09056, over 2474946.18 frames. utt_duration=465 frames, utt_pad_proportion=0.07199, over 21355.44 utterances.], batch size: 65, lr: 5.44e-04
2022-08-23 09:30:19,755 INFO [train.py:927] (5/8) Epoch 6, batch 4500, giga_loss[loss=0.2492, simple_loss=0.3178, pruned_loss=0.09034, over 12428.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03126, over 80.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.324, pruned_loss=0.08772, over 2474062.24 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06905, over 19923.70 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3108, pruned_loss=0.06958, over 2199620.81 frames. utt_duration=1259 frames, utt_pad_proportion=0.05324, over 6998.83 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3267, pruned_loss=0.09036, over 2475243.07 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07094, over 21370.76 utterances.], batch size: 80, lr: 5.44e-04
2022-08-23 09:32:10,769 INFO [train.py:927] (5/8) Epoch 6, batch 4550, giga_loss[loss=0.304, simple_loss=0.3665, pruned_loss=0.1207, over 12380.00 frames. utt_duration=376.6 frames, utt_pad_proportion=0.03442, over 132.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3238, pruned_loss=0.08808, over 2473453.34 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06444, over 19721.95 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3111, pruned_loss=0.06945, over 2204538.42 frames. utt_duration=1262 frames, utt_pad_proportion=0.0524, over 6995.83 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3259, pruned_loss=0.09063, over 2474877.25 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06657, over 21104.08 utterances.], batch size: 132, lr: 5.44e-04
2022-08-23 09:33:53,951 INFO [train.py:927] (5/8) Epoch 6, batch 4600, giga_loss[loss=0.2759, simple_loss=0.3231, pruned_loss=0.1143, over 12358.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 370.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3245, pruned_loss=0.08768, over 2472927.44 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06847, over 19601.52 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3116, pruned_loss=0.0695, over 2213687.51 frames. utt_duration=1264 frames, utt_pad_proportion=0.05144, over 7014.56 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3262, pruned_loss=0.09026, over 2474172.50 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07033, over 21081.42 utterances.], batch size: 370, lr: 5.44e-04
2022-08-23 09:35:38,478 INFO [train.py:927] (5/8) Epoch 6, batch 4650, giga_loss[loss=0.2631, simple_loss=0.3379, pruned_loss=0.09412, over 12419.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03916, over 105.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3245, pruned_loss=0.08679, over 2472984.74 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07113, over 19852.82 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3119, pruned_loss=0.06934, over 2221328.74 frames. utt_duration=1265 frames, utt_pad_proportion=0.05124, over 7034.87 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.326, pruned_loss=0.08948, over 2474007.47 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07274, over 21371.48 utterances.], batch size: 105, lr: 5.44e-04
2022-08-23 09:37:27,203 INFO [train.py:927] (5/8) Epoch 6, batch 4700, giga_loss[loss=0.3366, simple_loss=0.3739, pruned_loss=0.1497, over 12353.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3261, pruned_loss=0.08888, over 2472795.94 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07423, over 20593.59 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3119, pruned_loss=0.06936, over 2226113.01 frames. utt_duration=1268 frames, utt_pad_proportion=0.05039, over 7033.27 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3276, pruned_loss=0.09129, over 2473768.09 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07562, over 22021.78 utterances.], batch size: 369, lr: 5.44e-04
2022-08-23 09:39:09,183 INFO [train.py:927] (5/8) Epoch 6, batch 4750, giga_loss[loss=0.27, simple_loss=0.3332, pruned_loss=0.1034, over 12440.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03734, over 133.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3266, pruned_loss=0.09058, over 2472881.34 frames. utt_duration=485.6 frames, utt_pad_proportion=0.074, over 20429.69 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3115, pruned_loss=0.0692, over 2232271.50 frames. utt_duration=1269 frames, utt_pad_proportion=0.04951, over 7042.55 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3283, pruned_loss=0.0931, over 2473595.74 frames. utt_duration=454 frames, utt_pad_proportion=0.07561, over 21865.15 utterances.], batch size: 133, lr: 5.43e-04
2022-08-23 09:40:53,393 INFO [train.py:927] (5/8) Epoch 6, batch 4800, giga_loss[loss=0.297, simple_loss=0.3595, pruned_loss=0.1172, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03657, over 40.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3274, pruned_loss=0.09176, over 2473006.93 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07604, over 20581.25 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3111, pruned_loss=0.06906, over 2239596.73 frames. utt_duration=1268 frames, utt_pad_proportion=0.04942, over 7071.23 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3296, pruned_loss=0.09449, over 2473406.47 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07749, over 22068.73 utterances.], batch size: 40, lr: 5.43e-04
2022-08-23 09:42:34,736 INFO [train.py:927] (5/8) Epoch 6, batch 4850, giga_loss[loss=0.2301, simple_loss=0.3199, pruned_loss=0.07014, over 12405.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03756, over 113.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3266, pruned_loss=0.09048, over 2472938.31 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07285, over 20531.93 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3109, pruned_loss=0.0691, over 2246176.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.04822, over 7062.18 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3289, pruned_loss=0.09322, over 2473563.75 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07479, over 22089.58 utterances.], batch size: 113, lr: 5.43e-04
2022-08-23 09:44:17,200 INFO [train.py:927] (5/8) Epoch 6, batch 4900, giga_loss[loss=0.2232, simple_loss=0.297, pruned_loss=0.07469, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04745, over 34.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3252, pruned_loss=0.08949, over 2473508.59 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07843, over 21442.85 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3106, pruned_loss=0.06896, over 2252999.49 frames. utt_duration=1273 frames, utt_pad_proportion=0.04818, over 7087.77 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3276, pruned_loss=0.09236, over 2473936.01 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07991, over 23048.12 utterances.], batch size: 34, lr: 5.43e-04
2022-08-23 09:46:06,054 INFO [train.py:927] (5/8) Epoch 6, batch 4950, giga_loss[loss=0.243, simple_loss=0.3224, pruned_loss=0.08184, over 12453.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03582, over 43.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.324, pruned_loss=0.0894, over 2475086.25 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07484, over 21142.08 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3105, pruned_loss=0.06894, over 2255311.86 frames. utt_duration=1275 frames, utt_pad_proportion=0.04779, over 7082.90 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3262, pruned_loss=0.09185, over 2475329.46 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07642, over 22532.29 utterances.], batch size: 43, lr: 5.43e-04
2022-08-23 09:47:53,501 INFO [train.py:927] (5/8) Epoch 6, batch 5000, giga_loss[loss=0.2937, simple_loss=0.3658, pruned_loss=0.1108, over 12385.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04101, over 133.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3266, pruned_loss=0.0903, over 2475023.92 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07141, over 20509.23 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3107, pruned_loss=0.06899, over 2260577.78 frames. utt_duration=1278 frames, utt_pad_proportion=0.04691, over 7081.82 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3285, pruned_loss=0.09269, over 2475362.13 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07333, over 21933.54 utterances.], batch size: 133, lr: 5.43e-04
2022-08-23 09:49:39,675 INFO [train.py:927] (5/8) Epoch 6, batch 5050, giga_loss[loss=0.2623, simple_loss=0.3386, pruned_loss=0.09298, over 12400.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.0383, over 113.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3311, pruned_loss=0.09314, over 2474647.04 frames. utt_duration=481 frames, utt_pad_proportion=0.07525, over 20642.17 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3113, pruned_loss=0.06957, over 2265910.25 frames. utt_duration=1267 frames, utt_pad_proportion=0.05039, over 7164.15 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3326, pruned_loss=0.09514, over 2474886.20 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07597, over 22025.87 utterances.], batch size: 113, lr: 5.43e-04
2022-08-23 09:51:20,519 INFO [train.py:927] (5/8) Epoch 6, batch 5100, giga_loss[loss=0.3093, simple_loss=0.3658, pruned_loss=0.1264, over 12434.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04142, over 146.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3333, pruned_loss=0.09494, over 2473648.91 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07353, over 20394.95 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3107, pruned_loss=0.06949, over 2273565.65 frames. utt_duration=1272 frames, utt_pad_proportion=0.04939, over 7158.01 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3358, pruned_loss=0.09753, over 2474333.72 frames. utt_duration=451 frames, utt_pad_proportion=0.07479, over 22015.22 utterances.], batch size: 146, lr: 5.43e-04
2022-08-23 09:53:04,546 INFO [train.py:927] (5/8) Epoch 6, batch 5150, giga_loss[loss=0.2503, simple_loss=0.3148, pruned_loss=0.09287, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03585, over 43.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3327, pruned_loss=0.09596, over 2473071.23 frames. utt_duration=470.8 frames, utt_pad_proportion=0.08223, over 21075.13 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3105, pruned_loss=0.06949, over 2279690.56 frames. utt_duration=1276 frames, utt_pad_proportion=0.04824, over 7154.15 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3354, pruned_loss=0.0987, over 2473448.04 frames. utt_duration=437 frames, utt_pad_proportion=0.08312, over 22717.54 utterances.], batch size: 43, lr: 5.43e-04
2022-08-23 09:54:47,095 INFO [train.py:927] (5/8) Epoch 6, batch 5200, giga_loss[loss=0.2547, simple_loss=0.3283, pruned_loss=0.09053, over 12214.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03265, over 42.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3314, pruned_loss=0.09506, over 2472686.45 frames. utt_duration=481.6 frames, utt_pad_proportion=0.0774, over 20599.70 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3116, pruned_loss=0.06965, over 2283475.45 frames. utt_duration=1279 frames, utt_pad_proportion=0.04741, over 7152.09 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.333, pruned_loss=0.09757, over 2473013.12 frames. utt_duration=448 frames, utt_pad_proportion=0.07887, over 22152.00 utterances.], batch size: 42, lr: 5.43e-04
2022-08-23 09:56:30,267 INFO [train.py:927] (5/8) Epoch 6, batch 5250, libri_loss[loss=0.1886, simple_loss=0.2711, pruned_loss=0.05303, over 12387.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006788, over 31.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3303, pruned_loss=0.09374, over 2472860.19 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07477, over 20181.29 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3116, pruned_loss=0.06929, over 2290286.11 frames. utt_duration=1282 frames, utt_pad_proportion=0.04617, over 7156.83 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3322, pruned_loss=0.09682, over 2472866.50 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07679, over 21831.39 utterances.], batch size: 31, lr: 5.42e-04
2022-08-23 09:58:14,375 INFO [train.py:927] (5/8) Epoch 6, batch 5300, giga_loss[loss=0.2763, simple_loss=0.3289, pruned_loss=0.1119, over 12329.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1922, over 363.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3276, pruned_loss=0.09277, over 2472360.72 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07433, over 19848.85 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3111, pruned_loss=0.06931, over 2295008.24 frames. utt_duration=1285 frames, utt_pad_proportion=0.04543, over 7152.11 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3299, pruned_loss=0.09578, over 2472145.15 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07641, over 21474.26 utterances.], batch size: 363, lr: 5.42e-04
2022-08-23 09:59:58,832 INFO [train.py:927] (5/8) Epoch 6, batch 5350, giga_loss[loss=0.2132, simple_loss=0.2965, pruned_loss=0.06493, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04378, over 34.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.328, pruned_loss=0.0922, over 2472756.15 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07029, over 20158.70 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3111, pruned_loss=0.06929, over 2295765.20 frames. utt_duration=1286 frames, utt_pad_proportion=0.04525, over 7150.34 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3299, pruned_loss=0.09466, over 2472691.97 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07225, over 21482.50 utterances.], batch size: 34, lr: 5.42e-04
2022-08-23 10:01:44,730 INFO [train.py:927] (5/8) Epoch 6, batch 5400, giga_loss[loss=0.2138, simple_loss=0.2986, pruned_loss=0.06452, over 12414.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.02512, over 70.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3284, pruned_loss=0.09307, over 2473440.37 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06775, over 19682.94 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3109, pruned_loss=0.06928, over 2299165.53 frames. utt_duration=1289 frames, utt_pad_proportion=0.04459, over 7141.34 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3304, pruned_loss=0.09544, over 2473487.05 frames. utt_duration=473.3 frames, utt_pad_proportion=0.0698, over 20968.87 utterances.], batch size: 70, lr: 5.42e-04
2022-08-23 10:03:30,588 INFO [train.py:927] (5/8) Epoch 6, batch 5450, giga_loss[loss=0.3712, simple_loss=0.4003, pruned_loss=0.1711, over 12379.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1082, over 259.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3316, pruned_loss=0.09365, over 2473816.45 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07287, over 20366.87 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3116, pruned_loss=0.06945, over 2299978.71 frames. utt_duration=1290 frames, utt_pad_proportion=0.0444, over 7141.63 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3327, pruned_loss=0.09546, over 2473911.98 frames. utt_duration=463.2 frames, utt_pad_proportion=0.0743, over 21433.53 utterances.], batch size: 259, lr: 5.42e-04
2022-08-23 10:05:13,620 INFO [train.py:927] (5/8) Epoch 6, batch 5500, giga_loss[loss=0.2789, simple_loss=0.3504, pruned_loss=0.1037, over 12418.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03507, over 113.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3348, pruned_loss=0.09465, over 2473701.96 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07221, over 20125.09 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3116, pruned_loss=0.06964, over 2304321.67 frames. utt_duration=1295 frames, utt_pad_proportion=0.04357, over 7127.15 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3361, pruned_loss=0.09648, over 2473752.21 frames. utt_duration=466.6 frames, utt_pad_proportion=0.0738, over 21275.48 utterances.], batch size: 113, lr: 5.42e-04
2022-08-23 10:06:59,351 INFO [train.py:927] (5/8) Epoch 6, batch 5550, giga_loss[loss=0.302, simple_loss=0.3658, pruned_loss=0.1192, over 12223.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03188, over 42.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3366, pruned_loss=0.09651, over 2472381.92 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07128, over 20340.66 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3115, pruned_loss=0.06963, over 2306306.93 frames. utt_duration=1298 frames, utt_pad_proportion=0.04307, over 7116.29 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3381, pruned_loss=0.09832, over 2472913.05 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07283, over 21439.49 utterances.], batch size: 42, lr: 5.42e-04
2022-08-23 10:08:42,054 INFO [train.py:927] (5/8) Epoch 6, batch 5600, giga_loss[loss=0.2652, simple_loss=0.3487, pruned_loss=0.09089, over 12437.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.02905, over 80.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3354, pruned_loss=0.09552, over 2472923.65 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07062, over 20659.79 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3116, pruned_loss=0.06966, over 2307865.29 frames. utt_duration=1298 frames, utt_pad_proportion=0.04274, over 7118.10 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3367, pruned_loss=0.09716, over 2473449.57 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07204, over 21643.44 utterances.], batch size: 80, lr: 5.42e-04
2022-08-23 10:10:27,090 INFO [train.py:927] (5/8) Epoch 6, batch 5650, libri_loss[loss=0.2416, simple_loss=0.3362, pruned_loss=0.07344, over 12306.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01954, over 41.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.335, pruned_loss=0.09358, over 2473230.25 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07076, over 20594.20 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3118, pruned_loss=0.06982, over 2312414.19 frames. utt_duration=1300 frames, utt_pad_proportion=0.04183, over 7121.62 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3364, pruned_loss=0.09542, over 2473970.34 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07241, over 21741.67 utterances.], batch size: 41, lr: 5.42e-04
2022-08-23 10:12:12,680 INFO [train.py:927] (5/8) Epoch 6, batch 5700, giga_loss[loss=0.2271, simple_loss=0.3084, pruned_loss=0.07293, over 12389.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02946, over 58.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3352, pruned_loss=0.09403, over 2473433.24 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07275, over 20768.15 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3122, pruned_loss=0.07014, over 2316328.19 frames. utt_duration=1299 frames, utt_pad_proportion=0.04112, over 7141.36 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3366, pruned_loss=0.0958, over 2474100.63 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07448, over 21991.39 utterances.], batch size: 58, lr: 5.42e-04
2022-08-23 10:13:57,795 INFO [train.py:927] (5/8) Epoch 6, batch 5750, libri_loss[loss=0.2421, simple_loss=0.3221, pruned_loss=0.08103, over 12439.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006741, over 32.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3333, pruned_loss=0.09368, over 2473026.76 frames. utt_duration=473.3 frames, utt_pad_proportion=0.0749, over 20966.26 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3124, pruned_loss=0.07039, over 2318634.71 frames. utt_duration=1287 frames, utt_pad_proportion=0.04561, over 7213.88 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3344, pruned_loss=0.09517, over 2473565.93 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07502, over 22054.80 utterances.], batch size: 32, lr: 5.41e-04
2022-08-23 10:15:43,972 INFO [train.py:927] (5/8) Epoch 6, batch 5800, giga_loss[loss=0.2358, simple_loss=0.3078, pruned_loss=0.08192, over 12386.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03979, over 37.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3305, pruned_loss=0.09238, over 2473290.72 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07645, over 20888.12 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3122, pruned_loss=0.07012, over 2323861.68 frames. utt_duration=1293 frames, utt_pad_proportion=0.04437, over 7196.68 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3323, pruned_loss=0.09453, over 2473812.94 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07712, over 22219.86 utterances.], batch size: 37, lr: 5.41e-04
2022-08-23 10:17:27,656 INFO [train.py:927] (5/8) Epoch 6, batch 5850, giga_loss[loss=0.258, simple_loss=0.342, pruned_loss=0.08701, over 12358.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02934, over 66.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3295, pruned_loss=0.09309, over 2473211.48 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07989, over 21306.64 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3117, pruned_loss=0.07, over 2328211.79 frames. utt_duration=1299 frames, utt_pad_proportion=0.04335, over 7179.00 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3318, pruned_loss=0.09552, over 2473714.94 frames. utt_duration=436 frames, utt_pad_proportion=0.08086, over 22772.56 utterances.], batch size: 66, lr: 5.41e-04
2022-08-23 10:19:10,334 INFO [train.py:927] (5/8) Epoch 6, batch 5900, libri_loss[loss=0.2329, simple_loss=0.3242, pruned_loss=0.07084, over 12380.00 frames. utt_duration=763 frames, utt_pad_proportion=0.129, over 65.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.326, pruned_loss=0.08949, over 2473987.82 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07478, over 21022.55 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3116, pruned_loss=0.06994, over 2330493.10 frames. utt_duration=1295 frames, utt_pad_proportion=0.04381, over 7207.35 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3281, pruned_loss=0.09175, over 2474289.12 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07588, over 22341.35 utterances.], batch size: 65, lr: 5.41e-04
2022-08-23 10:20:57,482 INFO [train.py:927] (5/8) Epoch 6, batch 5950, libri_loss[loss=0.278, simple_loss=0.402, pruned_loss=0.07701, over 12442.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01021, over 39.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.324, pruned_loss=0.08761, over 2473948.23 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07635, over 20655.10 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3121, pruned_loss=0.06999, over 2333974.79 frames. utt_duration=1300 frames, utt_pad_proportion=0.04309, over 7192.38 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3255, pruned_loss=0.08979, over 2474248.26 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07759, over 22030.85 utterances.], batch size: 39, lr: 5.41e-04
2022-08-23 10:22:39,057 INFO [train.py:927] (5/8) Epoch 6, batch 6000, giga_loss[loss=0.2151, simple_loss=0.296, pruned_loss=0.06708, over 12322.00 frames. utt_duration=914.1 frames, utt_pad_proportion=0.02337, over 54.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3207, pruned_loss=0.0866, over 2474127.56 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07696, over 20598.63 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3119, pruned_loss=0.07007, over 2340095.41 frames. utt_duration=1306 frames, utt_pad_proportion=0.04159, over 7178.03 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3225, pruned_loss=0.08902, over 2474442.91 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07884, over 22292.72 utterances.], batch size: 54, lr: 5.41e-04
2022-08-23 10:22:39,058 INFO [train.py:958] (5/8) Computing validation loss
2022-08-23 10:22:52,686 INFO [train.py:967] (5/8) 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] (5/8) Epoch 6, batch 6050, giga_loss[loss=0.2452, simple_loss=0.3192, pruned_loss=0.08553, over 12361.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02881, over 91.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3215, pruned_loss=0.08707, over 2474658.43 frames. utt_duration=482 frames, utt_pad_proportion=0.0789, over 20600.41 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3123, pruned_loss=0.07043, over 2342939.37 frames. utt_duration=1304 frames, utt_pad_proportion=0.04117, over 7193.47 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3228, pruned_loss=0.08901, over 2474724.89 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08067, over 22182.82 utterances.], batch size: 91, lr: 5.41e-04
2022-08-23 10:26:17,387 INFO [train.py:927] (5/8) Epoch 6, batch 6100, giga_loss[loss=0.2143, simple_loss=0.2992, pruned_loss=0.06466, over 12376.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3208, pruned_loss=0.08631, over 2474188.54 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07294, over 19849.53 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3112, pruned_loss=0.06986, over 2348955.68 frames. utt_duration=1312 frames, utt_pad_proportion=0.03968, over 7170.53 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3232, pruned_loss=0.0891, over 2474606.45 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07581, over 21752.32 utterances.], batch size: 62, lr: 5.41e-04
2022-08-23 10:28:01,811 INFO [train.py:927] (5/8) Epoch 6, batch 6150, giga_loss[loss=0.2367, simple_loss=0.3109, pruned_loss=0.08122, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0365, over 40.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3213, pruned_loss=0.08675, over 2474042.59 frames. utt_duration=517 frames, utt_pad_proportion=0.06769, over 19198.19 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3113, pruned_loss=0.07004, over 2351737.17 frames. utt_duration=1311 frames, utt_pad_proportion=0.03931, over 7182.12 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3234, pruned_loss=0.08921, over 2474689.28 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07082, over 20986.93 utterances.], batch size: 40, lr: 5.41e-04
2022-08-23 10:29:46,623 INFO [train.py:927] (5/8) Epoch 6, batch 6200, giga_loss[loss=0.2241, simple_loss=0.3044, pruned_loss=0.07184, over 12361.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03113, over 85.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3231, pruned_loss=0.08767, over 2473519.09 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06672, over 19194.56 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.311, pruned_loss=0.06989, over 2354308.07 frames. utt_duration=1316 frames, utt_pad_proportion=0.03874, over 7161.86 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3253, pruned_loss=0.09014, over 2474438.84 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06967, over 20908.17 utterances.], batch size: 85, lr: 5.41e-04
2022-08-23 10:31:32,572 INFO [train.py:927] (5/8) Epoch 6, batch 6250, giga_loss[loss=0.2596, simple_loss=0.3359, pruned_loss=0.09167, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03163, over 97.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3256, pruned_loss=0.08952, over 2474047.04 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06286, over 19191.30 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3105, pruned_loss=0.06959, over 2356465.89 frames. utt_duration=1318 frames, utt_pad_proportion=0.03816, over 7159.60 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3279, pruned_loss=0.09207, over 2474972.43 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06583, over 20769.85 utterances.], batch size: 97, lr: 5.40e-04
2022-08-23 10:33:19,824 INFO [train.py:927] (5/8) Epoch 6, batch 6300, giga_loss[loss=0.2915, simple_loss=0.3556, pruned_loss=0.1137, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3277, pruned_loss=0.08961, over 2474669.47 frames. utt_duration=497 frames, utt_pad_proportion=0.0645, over 19973.71 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3108, pruned_loss=0.06968, over 2359403.98 frames. utt_duration=1319 frames, utt_pad_proportion=0.03752, over 7162.44 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3298, pruned_loss=0.09203, over 2475417.63 frames. utt_duration=461.7 frames, utt_pad_proportion=0.06708, over 21515.22 utterances.], batch size: 161, lr: 5.40e-04
2022-08-23 10:35:07,164 INFO [train.py:927] (5/8) Epoch 6, batch 6350, giga_loss[loss=0.257, simple_loss=0.3349, pruned_loss=0.08959, over 12369.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.0323, over 62.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3285, pruned_loss=0.09069, over 2475398.52 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06707, over 20781.56 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3105, pruned_loss=0.06952, over 2363121.37 frames. utt_duration=1317 frames, utt_pad_proportion=0.03778, over 7185.33 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3308, pruned_loss=0.09333, over 2475734.49 frames. utt_duration=444.5 frames, utt_pad_proportion=0.06907, over 22350.92 utterances.], batch size: 62, lr: 5.40e-04
2022-08-23 10:36:50,790 INFO [train.py:927] (5/8) Epoch 6, batch 6400, giga_loss[loss=0.2387, simple_loss=0.3146, pruned_loss=0.08138, over 12341.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03333, over 58.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3274, pruned_loss=0.08989, over 2475494.47 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06744, over 20921.20 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3099, pruned_loss=0.06925, over 2368372.48 frames. utt_duration=1324 frames, utt_pad_proportion=0.03644, over 7162.82 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3306, pruned_loss=0.09317, over 2475988.00 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06974, over 22814.45 utterances.], batch size: 58, lr: 5.40e-04
2022-08-23 10:38:34,441 INFO [train.py:927] (5/8) Epoch 6, batch 6450, giga_loss[loss=0.2486, simple_loss=0.3116, pruned_loss=0.09282, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03332, over 39.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3266, pruned_loss=0.09006, over 2475372.16 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06631, over 20685.16 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.31, pruned_loss=0.06926, over 2370687.30 frames. utt_duration=1320 frames, utt_pad_proportion=0.03678, over 7190.34 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3295, pruned_loss=0.09311, over 2476069.18 frames. utt_duration=442.2 frames, utt_pad_proportion=0.06838, over 22469.18 utterances.], batch size: 39, lr: 5.40e-04
2022-08-23 10:40:14,674 INFO [train.py:927] (5/8) Epoch 6, batch 6500, giga_loss[loss=0.2741, simple_loss=0.3461, pruned_loss=0.101, over 12422.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04238, over 146.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3272, pruned_loss=0.09146, over 2474879.23 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07212, over 21232.41 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3104, pruned_loss=0.06967, over 2373412.74 frames. utt_duration=1303 frames, utt_pad_proportion=0.0418, over 7294.82 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3295, pruned_loss=0.09401, over 2475312.44 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07237, over 22862.06 utterances.], batch size: 146, lr: 5.40e-04
2022-08-23 10:42:01,775 INFO [train.py:927] (5/8) Epoch 6, batch 6550, libri_loss[loss=0.1733, simple_loss=0.2636, pruned_loss=0.04147, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01013, over 28.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3277, pruned_loss=0.09202, over 2474731.46 frames. utt_duration=468.3 frames, utt_pad_proportion=0.0722, over 21206.00 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3098, pruned_loss=0.06932, over 2375961.23 frames. utt_duration=1309 frames, utt_pad_proportion=0.04091, over 7268.32 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3305, pruned_loss=0.09502, over 2475519.39 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07289, over 22927.83 utterances.], batch size: 28, lr: 5.40e-04
2022-08-23 10:43:41,783 INFO [train.py:927] (5/8) Epoch 6, batch 6600, giga_loss[loss=0.2744, simple_loss=0.3398, pruned_loss=0.1045, over 12341.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02526, over 45.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3275, pruned_loss=0.09237, over 2474183.42 frames. utt_duration=466 frames, utt_pad_proportion=0.07711, over 21303.93 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3094, pruned_loss=0.06924, over 2378556.34 frames. utt_duration=1301 frames, utt_pad_proportion=0.04424, over 7321.20 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3306, pruned_loss=0.09555, over 2475540.83 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07681, over 23080.18 utterances.], batch size: 45, lr: 5.40e-04
2022-08-23 10:45:23,120 INFO [train.py:927] (5/8) Epoch 6, batch 6650, giga_loss[loss=0.2615, simple_loss=0.3363, pruned_loss=0.09334, over 12258.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02975, over 45.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3269, pruned_loss=0.0919, over 2473729.92 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07344, over 20956.68 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3088, pruned_loss=0.06899, over 2381035.40 frames. utt_duration=1305 frames, utt_pad_proportion=0.04325, over 7303.86 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3305, pruned_loss=0.09529, over 2475122.91 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07397, over 22769.03 utterances.], batch size: 45, lr: 5.40e-04
2022-08-23 10:47:06,016 INFO [train.py:927] (5/8) Epoch 6, batch 6700, giga_loss[loss=0.2649, simple_loss=0.3378, pruned_loss=0.09601, over 12422.00 frames. utt_duration=547.4 frames, utt_pad_proportion=0.02419, over 91.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3283, pruned_loss=0.09244, over 2474469.28 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07214, over 21277.25 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.309, pruned_loss=0.06892, over 2382570.28 frames. utt_duration=1307 frames, utt_pad_proportion=0.04269, over 7300.73 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3312, pruned_loss=0.09561, over 2475844.23 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07298, over 22967.72 utterances.], batch size: 91, lr: 5.40e-04
2022-08-23 10:48:49,934 INFO [train.py:927] (5/8) Epoch 6, batch 6750, giga_loss[loss=0.2148, simple_loss=0.3049, pruned_loss=0.0624, over 12376.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.02999, over 62.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3304, pruned_loss=0.09501, over 2473811.79 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07213, over 21691.98 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3086, pruned_loss=0.06884, over 2383566.76 frames. utt_duration=1311 frames, utt_pad_proportion=0.04239, over 7280.34 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3334, pruned_loss=0.0979, over 2475223.93 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07296, over 23236.47 utterances.], batch size: 62, lr: 5.39e-04
2022-08-23 10:50:32,597 INFO [train.py:927] (5/8) Epoch 6, batch 6800, libri_loss[loss=0.2188, simple_loss=0.3081, pruned_loss=0.06479, over 12279.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007529, over 37.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3318, pruned_loss=0.09532, over 2473228.71 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07595, over 21833.67 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3089, pruned_loss=0.06904, over 2385757.20 frames. utt_duration=1310 frames, utt_pad_proportion=0.0419, over 7294.27 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3344, pruned_loss=0.09808, over 2474391.23 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07678, over 23394.61 utterances.], batch size: 37, lr: 5.39e-04
2022-08-23 10:52:18,911 INFO [train.py:927] (5/8) Epoch 6, batch 6850, giga_loss[loss=0.3047, simple_loss=0.3595, pruned_loss=0.1249, over 12397.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.0481, over 161.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3327, pruned_loss=0.09582, over 2473526.25 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07546, over 22346.93 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3094, pruned_loss=0.06895, over 2387616.98 frames. utt_duration=1311 frames, utt_pad_proportion=0.04127, over 7291.49 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3348, pruned_loss=0.0986, over 2474333.64 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07651, over 23869.02 utterances.], batch size: 161, lr: 5.39e-04
2022-08-23 10:54:00,628 INFO [train.py:927] (5/8) Epoch 6, batch 6900, libri_loss[loss=0.2433, simple_loss=0.3191, pruned_loss=0.0837, over 12438.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01407, over 40.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3315, pruned_loss=0.09402, over 2474176.50 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07095, over 21337.13 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3094, pruned_loss=0.06872, over 2390453.99 frames. utt_duration=1314 frames, utt_pad_proportion=0.04035, over 7284.48 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3339, pruned_loss=0.0973, over 2474920.55 frames. utt_duration=431.2 frames, utt_pad_proportion=0.0727, over 23034.92 utterances.], batch size: 40, lr: 5.39e-04
2022-08-23 10:55:48,577 INFO [train.py:927] (5/8) Epoch 6, batch 6950, giga_loss[loss=0.2633, simple_loss=0.3313, pruned_loss=0.09763, over 12432.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06148, over 183.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3309, pruned_loss=0.09406, over 2473746.27 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06659, over 20922.13 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3092, pruned_loss=0.06861, over 2392425.93 frames. utt_duration=1316 frames, utt_pad_proportion=0.03956, over 7282.73 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3336, pruned_loss=0.09745, over 2474805.03 frames. utt_duration=438.5 frames, utt_pad_proportion=0.06878, over 22651.28 utterances.], batch size: 183, lr: 5.39e-04
2022-08-23 10:57:34,026 INFO [train.py:927] (5/8) Epoch 6, batch 7000, giga_loss[loss=0.2558, simple_loss=0.3322, pruned_loss=0.08968, over 12323.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03456, over 58.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3329, pruned_loss=0.09673, over 2473184.62 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07214, over 21882.81 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3089, pruned_loss=0.06858, over 2392782.66 frames. utt_duration=1318 frames, utt_pad_proportion=0.03943, over 7268.95 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3355, pruned_loss=0.09967, over 2474446.24 frames. utt_duration=424.6 frames, utt_pad_proportion=0.0736, over 23392.32 utterances.], batch size: 58, lr: 5.39e-04
2022-08-23 10:59:15,475 INFO [train.py:927] (5/8) Epoch 6, batch 7050, giga_loss[loss=0.2394, simple_loss=0.3127, pruned_loss=0.08298, over 12301.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03386, over 51.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.333, pruned_loss=0.09744, over 2473080.45 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07496, over 21917.84 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3085, pruned_loss=0.06849, over 2395511.94 frames. utt_duration=1317 frames, utt_pad_proportion=0.03939, over 7284.26 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3363, pruned_loss=0.1009, over 2474464.48 frames. utt_duration=420.3 frames, utt_pad_proportion=0.07631, over 23635.04 utterances.], batch size: 51, lr: 5.39e-04
2022-08-23 11:00:59,204 INFO [train.py:927] (5/8) Epoch 6, batch 7100, giga_loss[loss=0.2812, simple_loss=0.3483, pruned_loss=0.1071, over 12396.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3326, pruned_loss=0.09654, over 2474160.01 frames. utt_duration=450 frames, utt_pad_proportion=0.07372, over 22065.98 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3083, pruned_loss=0.0684, over 2396504.14 frames. utt_duration=1317 frames, utt_pad_proportion=0.0392, over 7288.94 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3357, pruned_loss=0.09973, over 2475418.98 frames. utt_duration=420.6 frames, utt_pad_proportion=0.07509, over 23624.08 utterances.], batch size: 183, lr: 5.39e-04
2022-08-23 11:02:42,688 INFO [train.py:927] (5/8) Epoch 6, batch 7150, giga_loss[loss=0.3188, simple_loss=0.3588, pruned_loss=0.1394, over 12350.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3328, pruned_loss=0.09614, over 2474814.28 frames. utt_duration=443 frames, utt_pad_proportion=0.07826, over 22420.23 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3088, pruned_loss=0.06868, over 2398980.34 frames. utt_duration=1291 frames, utt_pad_proportion=0.04803, over 7441.84 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3354, pruned_loss=0.0992, over 2475671.45 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07698, over 23931.83 utterances.], batch size: 370, lr: 5.39e-04
2022-08-23 11:04:27,783 INFO [train.py:927] (5/8) Epoch 6, batch 7200, giga_loss[loss=0.2399, simple_loss=0.3152, pruned_loss=0.08229, over 12420.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04663, over 34.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3301, pruned_loss=0.09476, over 2474674.80 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07524, over 21703.13 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3089, pruned_loss=0.06872, over 2399753.98 frames. utt_duration=1292 frames, utt_pad_proportion=0.04763, over 7438.43 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3324, pruned_loss=0.09737, over 2475326.85 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07455, over 23024.59 utterances.], batch size: 34, lr: 5.39e-04
2022-08-23 11:06:13,536 INFO [train.py:927] (5/8) Epoch 6, batch 7250, giga_loss[loss=0.221, simple_loss=0.3007, pruned_loss=0.07066, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04699, over 34.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3259, pruned_loss=0.09278, over 2475317.00 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07646, over 21385.87 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3086, pruned_loss=0.06869, over 2401472.80 frames. utt_duration=1294 frames, utt_pad_proportion=0.04688, over 7433.77 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3282, pruned_loss=0.0953, over 2475648.20 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07617, over 22670.13 utterances.], batch size: 34, lr: 5.38e-04
2022-08-23 11:07:59,972 INFO [train.py:927] (5/8) Epoch 6, batch 7300, libri_loss[loss=0.2656, simple_loss=0.3609, pruned_loss=0.08512, over 12422.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02269, over 43.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.326, pruned_loss=0.09266, over 2474529.17 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07506, over 20898.38 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3093, pruned_loss=0.06873, over 2403177.15 frames. utt_duration=1296 frames, utt_pad_proportion=0.04606, over 7425.14 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3276, pruned_loss=0.09517, over 2474865.67 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07533, over 22237.03 utterances.], batch size: 43, lr: 5.38e-04
2022-08-23 11:09:43,393 INFO [train.py:927] (5/8) Epoch 6, batch 7350, giga_loss[loss=0.2474, simple_loss=0.3355, pruned_loss=0.07961, over 12420.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03377, over 75.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3257, pruned_loss=0.0901, over 2474428.49 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07785, over 22285.61 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3096, pruned_loss=0.06869, over 2404216.83 frames. utt_duration=1300 frames, utt_pad_proportion=0.04537, over 7407.74 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.327, pruned_loss=0.09252, over 2475032.01 frames. utt_duration=421 frames, utt_pad_proportion=0.07826, over 23598.41 utterances.], batch size: 75, lr: 5.38e-04
2022-08-23 11:11:25,704 INFO [train.py:927] (5/8) Epoch 6, batch 7400, libri_loss[loss=0.2346, simple_loss=0.3206, pruned_loss=0.07426, over 12323.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005962, over 36.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3227, pruned_loss=0.08639, over 2474616.63 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08162, over 23002.34 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3102, pruned_loss=0.06915, over 2406516.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.05374, over 7582.47 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3236, pruned_loss=0.08846, over 2474902.12 frames. utt_duration=408.4 frames, utt_pad_proportion=0.07991, over 24323.78 utterances.], batch size: 36, lr: 5.38e-04
2022-08-23 11:13:10,597 INFO [train.py:927] (5/8) Epoch 6, batch 7450, giga_loss[loss=0.2417, simple_loss=0.325, pruned_loss=0.07914, over 12442.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03572, over 105.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3188, pruned_loss=0.083, over 2474584.68 frames. utt_duration=411.7 frames, utt_pad_proportion=0.08526, over 24126.98 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3095, pruned_loss=0.06883, over 2408781.38 frames. utt_duration=1278 frames, utt_pad_proportion=0.05241, over 7550.65 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3205, pruned_loss=0.08544, over 2474874.51 frames. utt_duration=386.2 frames, utt_pad_proportion=0.08439, over 25732.52 utterances.], batch size: 105, lr: 5.38e-04
2022-08-23 11:14:49,345 INFO [train.py:927] (5/8) Epoch 6, batch 7500, giga_loss[loss=0.2357, simple_loss=0.3199, pruned_loss=0.07569, over 12408.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3182, pruned_loss=0.08129, over 2474419.89 frames. utt_duration=408.8 frames, utt_pad_proportion=0.08242, over 24295.12 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3095, pruned_loss=0.06888, over 2409904.99 frames. utt_duration=1275 frames, utt_pad_proportion=0.05201, over 7566.99 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3198, pruned_loss=0.08347, over 2475106.54 frames. utt_duration=383.2 frames, utt_pad_proportion=0.08223, over 25937.26 utterances.], batch size: 133, lr: 5.38e-04
2022-08-23 11:16:30,366 INFO [train.py:927] (5/8) Epoch 6, batch 7550, giga_loss[loss=0.2518, simple_loss=0.3165, pruned_loss=0.09357, over 12383.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3166, pruned_loss=0.07971, over 2474549.93 frames. utt_duration=397.5 frames, utt_pad_proportion=0.0817, over 24993.62 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3097, pruned_loss=0.06891, over 2410286.46 frames. utt_duration=1275 frames, utt_pad_proportion=0.05179, over 7568.16 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3177, pruned_loss=0.08144, over 2475040.97 frames. utt_duration=377.3 frames, utt_pad_proportion=0.08168, over 26342.65 utterances.], batch size: 258, lr: 5.38e-04
2022-08-23 11:18:09,766 INFO [train.py:927] (5/8) Epoch 6, batch 7600, giga_loss[loss=0.209, simple_loss=0.2959, pruned_loss=0.06111, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.0325, over 43.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3152, pruned_loss=0.07793, over 2474980.23 frames. utt_duration=410.2 frames, utt_pad_proportion=0.0763, over 24221.62 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3095, pruned_loss=0.06868, over 2410922.91 frames. utt_duration=1279 frames, utt_pad_proportion=0.05123, over 7550.70 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3164, pruned_loss=0.07964, over 2475678.76 frames. utt_duration=389.1 frames, utt_pad_proportion=0.07677, over 25543.87 utterances.], batch size: 43, lr: 5.38e-04
2022-08-23 11:19:53,329 INFO [train.py:927] (5/8) Epoch 6, batch 7650, giga_loss[loss=0.2128, simple_loss=0.3028, pruned_loss=0.06141, over 12450.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02914, over 80.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3118, pruned_loss=0.07505, over 2475575.17 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07292, over 24234.39 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3091, pruned_loss=0.06849, over 2411706.02 frames. utt_duration=1283 frames, utt_pad_proportion=0.05068, over 7530.55 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3131, pruned_loss=0.07668, over 2476276.60 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07366, over 25516.86 utterances.], batch size: 80, lr: 5.38e-04
2022-08-23 11:21:34,099 INFO [train.py:927] (5/8) Epoch 6, batch 7700, giga_loss[loss=0.21, simple_loss=0.2884, pruned_loss=0.06581, over 12343.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03275, over 85.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3077, pruned_loss=0.07251, over 2475582.17 frames. utt_duration=409.8 frames, utt_pad_proportion=0.07442, over 24247.16 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3088, pruned_loss=0.06849, over 2414211.18 frames. utt_duration=1263 frames, utt_pad_proportion=0.05745, over 7651.98 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.309, pruned_loss=0.07402, over 2476170.02 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07348, over 25778.40 utterances.], batch size: 85, lr: 5.38e-04
2022-08-23 11:23:16,823 INFO [train.py:927] (5/8) Epoch 6, batch 7750, giga_loss[loss=0.2168, simple_loss=0.3051, pruned_loss=0.06428, over 12385.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04106, over 133.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3059, pruned_loss=0.07197, over 2475531.24 frames. utt_duration=395 frames, utt_pad_proportion=0.07717, over 25160.11 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3085, pruned_loss=0.06835, over 2414886.98 frames. utt_duration=1267 frames, utt_pad_proportion=0.05692, over 7635.32 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3072, pruned_loss=0.07333, over 2476196.75 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07649, over 26596.42 utterances.], batch size: 133, lr: 5.38e-04
2022-08-23 11:25:07,770 INFO [train.py:927] (5/8) Epoch 6, batch 7800, libri_loss[loss=0.3018, simple_loss=0.3625, pruned_loss=0.1205, over 12469.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.01909, over 43.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3086, pruned_loss=0.07263, over 2476178.74 frames. utt_duration=388.2 frames, utt_pad_proportion=0.07643, over 25608.06 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3089, pruned_loss=0.06868, over 2417269.46 frames. utt_duration=1257 frames, utt_pad_proportion=0.05962, over 7703.01 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3092, pruned_loss=0.07356, over 2476726.49 frames. utt_duration=363.7 frames, utt_pad_proportion=0.07554, over 27344.12 utterances.], batch size: 43, lr: 5.37e-04
2022-08-23 11:27:14,933 INFO [train.py:927] (5/8) Epoch 6, batch 7850, giga_loss[loss=0.2143, simple_loss=0.2979, pruned_loss=0.0654, over 12422.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3089, pruned_loss=0.0722, over 2476138.26 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07445, over 25925.73 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3093, pruned_loss=0.06899, over 2417764.35 frames. utt_duration=1252 frames, utt_pad_proportion=0.06002, over 7735.94 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.309, pruned_loss=0.07268, over 2476655.67 frames. utt_duration=362.7 frames, utt_pad_proportion=0.07381, over 27418.36 utterances.], batch size: 75, lr: 5.37e-04
2022-08-23 11:29:07,930 INFO [train.py:927] (5/8) Epoch 6, batch 7900, giga_loss[loss=0.2021, simple_loss=0.298, pruned_loss=0.05306, over 12400.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04424, over 146.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3069, pruned_loss=0.0698, over 2476508.59 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07065, over 24951.27 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3094, pruned_loss=0.06917, over 2419234.30 frames. utt_duration=1250 frames, utt_pad_proportion=0.05959, over 7751.45 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3069, pruned_loss=0.07009, over 2476922.15 frames. utt_duration=374.9 frames, utt_pad_proportion=0.0705, over 26527.03 utterances.], batch size: 146, lr: 5.37e-04
2022-08-23 11:31:15,031 INFO [train.py:927] (5/8) Epoch 6, batch 7950, giga_loss[loss=0.1837, simple_loss=0.2679, pruned_loss=0.04977, over 12375.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03619, over 113.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3033, pruned_loss=0.06803, over 2476145.34 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06674, over 24453.70 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3089, pruned_loss=0.06892, over 2420034.79 frames. utt_duration=1256 frames, utt_pad_proportion=0.0585, over 7717.99 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3037, pruned_loss=0.06848, over 2477034.80 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06719, over 26131.46 utterances.], batch size: 113, lr: 5.37e-04
2022-08-23 11:33:06,422 INFO [train.py:927] (5/8) Epoch 6, batch 8000, giga_loss[loss=0.2295, simple_loss=0.3155, pruned_loss=0.07176, over 12450.00 frames. utt_duration=409.1 frames, utt_pad_proportion=0.03051, over 122.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3021, pruned_loss=0.06742, over 2476600.78 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06749, over 24743.23 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3087, pruned_loss=0.06881, over 2420800.07 frames. utt_duration=1258 frames, utt_pad_proportion=0.05798, over 7704.30 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3025, pruned_loss=0.06786, over 2477372.16 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06797, over 26318.97 utterances.], batch size: 122, lr: 5.37e-04
2022-08-23 11:35:21,008 INFO [train.py:927] (5/8) Epoch 6, batch 8050, giga_loss[loss=0.1905, simple_loss=0.2759, pruned_loss=0.05254, over 12389.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07514, over 212.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3032, pruned_loss=0.06689, over 2477019.32 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06754, over 25482.09 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3089, pruned_loss=0.06876, over 2420978.07 frames. utt_duration=1260 frames, utt_pad_proportion=0.05777, over 7697.78 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3033, pruned_loss=0.06727, over 2477725.79 frames. utt_duration=371 frames, utt_pad_proportion=0.06798, over 26809.66 utterances.], batch size: 212, lr: 5.37e-04
2022-08-23 11:37:20,090 INFO [train.py:927] (5/8) Epoch 6, batch 8100, giga_loss[loss=0.1813, simple_loss=0.2725, pruned_loss=0.04504, over 12395.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02958, over 58.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3021, pruned_loss=0.0663, over 2477124.04 frames. utt_duration=390.8 frames, utt_pad_proportion=0.07012, over 25439.20 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3093, pruned_loss=0.06898, over 2422419.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.06168, over 7760.39 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3016, pruned_loss=0.06635, over 2477894.03 frames. utt_duration=369.3 frames, utt_pad_proportion=0.06953, over 26928.96 utterances.], batch size: 58, lr: 5.37e-04
2022-08-23 11:39:17,599 INFO [train.py:927] (5/8) Epoch 6, batch 8150, libri_loss[loss=0.1751, simple_loss=0.2645, pruned_loss=0.04286, over 12196.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008369, over 30.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.303, pruned_loss=0.06545, over 2477307.73 frames. utt_duration=391.9 frames, utt_pad_proportion=0.07199, over 25367.75 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3089, pruned_loss=0.06891, over 2424059.86 frames. utt_duration=1253 frames, utt_pad_proportion=0.06088, over 7750.11 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3027, pruned_loss=0.06545, over 2478403.56 frames. utt_duration=365.8 frames, utt_pad_proportion=0.07167, over 27197.44 utterances.], batch size: 30, lr: 5.37e-04
2022-08-23 11:41:20,689 INFO [train.py:927] (5/8) Epoch 6, batch 8200, giga_loss[loss=0.2336, simple_loss=0.3285, pruned_loss=0.06933, over 12369.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02806, over 85.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.303, pruned_loss=0.06413, over 2477305.30 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07233, over 25630.20 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3085, pruned_loss=0.06871, over 2424995.90 frames. utt_duration=1255 frames, utt_pad_proportion=0.06048, over 7738.15 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3031, pruned_loss=0.06424, over 2478279.89 frames. utt_duration=363.2 frames, utt_pad_proportion=0.07218, over 27382.90 utterances.], batch size: 85, lr: 5.37e-04
2022-08-23 11:43:22,870 INFO [train.py:927] (5/8) Epoch 6, batch 8250, libri_loss[loss=0.1888, simple_loss=0.279, pruned_loss=0.04926, over 12385.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007664, over 31.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3042, pruned_loss=0.06512, over 2477520.40 frames. utt_duration=388.8 frames, utt_pad_proportion=0.07334, over 25571.73 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3085, pruned_loss=0.06865, over 2426664.76 frames. utt_duration=1259 frames, utt_pad_proportion=0.05896, over 7720.29 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3041, pruned_loss=0.06513, over 2478432.56 frames. utt_duration=360.8 frames, utt_pad_proportion=0.07363, over 27568.70 utterances.], batch size: 31, lr: 5.37e-04
2022-08-23 11:45:51,439 INFO [train.py:927] (5/8) Epoch 6, batch 8300, giga_loss[loss=0.2257, simple_loss=0.3123, pruned_loss=0.06951, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02349, over 45.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3045, pruned_loss=0.06604, over 2477256.34 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07066, over 24826.89 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.308, pruned_loss=0.06853, over 2427764.05 frames. utt_duration=1253 frames, utt_pad_proportion=0.06199, over 7759.50 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3048, pruned_loss=0.06608, over 2478345.93 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07046, over 26871.82 utterances.], batch size: 45, lr: 5.36e-04
2022-08-23 11:47:56,785 INFO [train.py:927] (5/8) Epoch 6, batch 8350, giga_loss[loss=0.1922, simple_loss=0.2805, pruned_loss=0.05194, over 12394.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05506, over 181.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3014, pruned_loss=0.06465, over 2477811.88 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06728, over 24659.88 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3076, pruned_loss=0.0683, over 2428628.15 frames. utt_duration=1256 frames, utt_pad_proportion=0.06079, over 7740.63 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3018, pruned_loss=0.06482, over 2479040.01 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06768, over 26696.77 utterances.], batch size: 181, lr: 5.36e-04
2022-08-23 11:50:03,075 INFO [train.py:927] (5/8) Epoch 6, batch 8400, giga_loss[loss=0.2526, simple_loss=0.3415, pruned_loss=0.08181, over 12362.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0395, over 113.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3013, pruned_loss=0.06455, over 2478086.35 frames. utt_duration=415.2 frames, utt_pad_proportion=0.0635, over 23938.34 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3083, pruned_loss=0.06822, over 2429114.21 frames. utt_duration=1259 frames, utt_pad_proportion=0.06009, over 7724.62 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3009, pruned_loss=0.06469, over 2479304.21 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06429, over 25783.87 utterances.], batch size: 113, lr: 5.36e-04
2022-08-23 11:52:04,260 INFO [train.py:927] (5/8) Epoch 6, batch 8450, giga_loss[loss=0.2125, simple_loss=0.2904, pruned_loss=0.06734, over 12447.00 frames. utt_duration=409.1 frames, utt_pad_proportion=0.02831, over 122.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3022, pruned_loss=0.06576, over 2478334.17 frames. utt_duration=413 frames, utt_pad_proportion=0.06399, over 24069.89 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3081, pruned_loss=0.06814, over 2429748.41 frames. utt_duration=1264 frames, utt_pad_proportion=0.05923, over 7698.40 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.302, pruned_loss=0.06588, over 2479585.40 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06482, over 25830.94 utterances.], batch size: 122, lr: 5.36e-04
2022-08-23 11:54:04,723 INFO [train.py:927] (5/8) Epoch 6, batch 8500, giga_loss[loss=0.2126, simple_loss=0.2997, pruned_loss=0.06271, over 12374.00 frames. utt_duration=376.2 frames, utt_pad_proportion=0.0353, over 132.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3018, pruned_loss=0.06624, over 2478254.46 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06118, over 24056.02 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3071, pruned_loss=0.0677, over 2430977.30 frames. utt_duration=1270 frames, utt_pad_proportion=0.05771, over 7665.44 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3023, pruned_loss=0.06668, over 2479679.00 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06245, over 26025.34 utterances.], batch size: 132, lr: 5.36e-04
2022-08-23 11:56:19,693 INFO [train.py:927] (5/8) Epoch 6, batch 8550, giga_loss[loss=0.2189, simple_loss=0.3098, pruned_loss=0.064, over 12429.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02754, over 122.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3031, pruned_loss=0.06633, over 2478198.39 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06365, over 23740.16 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3071, pruned_loss=0.06784, over 2432216.60 frames. utt_duration=1278 frames, utt_pad_proportion=0.05622, over 7623.81 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3034, pruned_loss=0.06652, over 2479682.25 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06498, over 25883.35 utterances.], batch size: 122, lr: 5.36e-04
2022-08-23 11:58:35,313 INFO [train.py:927] (5/8) Epoch 6, batch 8600, giga_loss[loss=0.2258, simple_loss=0.319, pruned_loss=0.06632, over 12388.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.302, pruned_loss=0.06581, over 2477849.08 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06402, over 23754.55 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3072, pruned_loss=0.06779, over 2433220.30 frames. utt_duration=1278 frames, utt_pad_proportion=0.05522, over 7621.88 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.302, pruned_loss=0.06595, over 2479375.46 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06541, over 25923.91 utterances.], batch size: 133, lr: 5.36e-04
2022-08-23 12:00:38,700 INFO [train.py:927] (5/8) Epoch 6, batch 8650, giga_loss[loss=0.2091, simple_loss=0.2987, pruned_loss=0.05972, over 12410.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04047, over 133.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2977, pruned_loss=0.06452, over 2477564.59 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06613, over 23908.36 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3074, pruned_loss=0.06792, over 2433583.63 frames. utt_duration=1279 frames, utt_pad_proportion=0.05477, over 7618.66 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2975, pruned_loss=0.06449, over 2478845.02 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06725, over 25769.89 utterances.], batch size: 133, lr: 5.36e-04
2022-08-23 12:02:31,632 INFO [train.py:927] (5/8) Epoch 6, batch 8700, giga_loss[loss=0.2152, simple_loss=0.3044, pruned_loss=0.06301, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04522, over 146.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2976, pruned_loss=0.06532, over 2477107.62 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07373, over 24832.75 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3071, pruned_loss=0.06793, over 2435101.78 frames. utt_duration=1285 frames, utt_pad_proportion=0.05264, over 7587.23 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2973, pruned_loss=0.06515, over 2478749.38 frames. utt_duration=366.6 frames, utt_pad_proportion=0.0748, over 27131.09 utterances.], batch size: 146, lr: 5.36e-04
2022-08-23 12:04:34,167 INFO [train.py:927] (5/8) Epoch 6, batch 8750, giga_loss[loss=0.1915, simple_loss=0.2901, pruned_loss=0.04647, over 12310.00 frames. utt_duration=704.6 frames, utt_pad_proportion=0.03083, over 70.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2966, pruned_loss=0.06428, over 2476515.88 frames. utt_duration=397.3 frames, utt_pad_proportion=0.0733, over 25012.41 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3072, pruned_loss=0.06801, over 2435652.20 frames. utt_duration=1281 frames, utt_pad_proportion=0.05305, over 7617.21 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2961, pruned_loss=0.06403, over 2477879.49 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07417, over 27040.21 utterances.], batch size: 70, lr: 5.36e-04
2022-08-23 12:06:45,880 INFO [train.py:927] (5/8) Epoch 6, batch 8800, giga_loss[loss=0.202, simple_loss=0.2874, pruned_loss=0.05829, over 12426.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.02732, over 80.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2949, pruned_loss=0.06356, over 2476708.77 frames. utt_duration=404.7 frames, utt_pad_proportion=0.07123, over 24550.53 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3066, pruned_loss=0.06777, over 2436445.66 frames. utt_duration=1287 frames, utt_pad_proportion=0.05189, over 7583.09 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2947, pruned_loss=0.06346, over 2478190.51 frames. utt_duration=372.8 frames, utt_pad_proportion=0.0725, over 26676.48 utterances.], batch size: 80, lr: 5.36e-04
2022-08-23 12:08:53,842 INFO [train.py:927] (5/8) Epoch 6, batch 8850, giga_loss[loss=0.2199, simple_loss=0.3033, pruned_loss=0.06829, over 12416.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03084, over 122.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.295, pruned_loss=0.06308, over 2476728.17 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06717, over 23972.93 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3068, pruned_loss=0.06785, over 2437169.17 frames. utt_duration=1287 frames, utt_pad_proportion=0.05124, over 7580.80 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2944, pruned_loss=0.0628, over 2478149.29 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06878, over 26037.31 utterances.], batch size: 122, lr: 5.35e-04
2022-08-23 12:10:51,388 INFO [train.py:927] (5/8) Epoch 6, batch 8900, giga_loss[loss=0.2073, simple_loss=0.2925, pruned_loss=0.06111, over 12435.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03647, over 98.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2937, pruned_loss=0.06266, over 2477254.50 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06962, over 24527.93 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3067, pruned_loss=0.06784, over 2437985.50 frames. utt_duration=1290 frames, utt_pad_proportion=0.0507, over 7568.17 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.293, pruned_loss=0.06237, over 2478167.55 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07094, over 26406.86 utterances.], batch size: 98, lr: 5.35e-04
2022-08-23 12:12:50,896 INFO [train.py:927] (5/8) Epoch 6, batch 8950, libri_loss[loss=0.2089, simple_loss=0.2982, pruned_loss=0.05979, over 12455.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005722, over 35.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2958, pruned_loss=0.06262, over 2477525.39 frames. utt_duration=417 frames, utt_pad_proportion=0.06726, over 23835.26 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3065, pruned_loss=0.06786, over 2439317.30 frames. utt_duration=1296 frames, utt_pad_proportion=0.04916, over 7538.01 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2951, pruned_loss=0.06219, over 2478445.62 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06908, over 25988.89 utterances.], batch size: 35, lr: 5.35e-04
2022-08-23 12:14:46,338 INFO [train.py:927] (5/8) Epoch 6, batch 9000, giga_loss[loss=0.2198, simple_loss=0.2996, pruned_loss=0.06998, over 12335.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03144, over 91.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2969, pruned_loss=0.06281, over 2476778.35 frames. utt_duration=426.9 frames, utt_pad_proportion=0.06477, over 23274.95 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3056, pruned_loss=0.06748, over 2440649.94 frames. utt_duration=1301 frames, utt_pad_proportion=0.04777, over 7511.93 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2966, pruned_loss=0.06257, over 2478009.91 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06708, over 25803.00 utterances.], batch size: 91, lr: 5.35e-04
2022-08-23 12:14:46,339 INFO [train.py:958] (5/8) Computing validation loss
2022-08-23 12:14:59,974 INFO [train.py:967] (5/8) 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 12:16:59,358 INFO [train.py:927] (5/8) Epoch 6, batch 9050, giga_loss[loss=0.2076, simple_loss=0.2952, pruned_loss=0.05999, over 12406.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06604, over 212.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2967, pruned_loss=0.06264, over 2476759.13 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06489, over 23418.11 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3054, pruned_loss=0.06739, over 2441257.24 frames. utt_duration=1285 frames, utt_pad_proportion=0.05224, over 7610.38 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2965, pruned_loss=0.06242, over 2477986.14 frames. utt_duration=387 frames, utt_pad_proportion=0.06571, over 25694.02 utterances.], batch size: 212, lr: 5.35e-04
2022-08-23 12:18:55,926 INFO [train.py:927] (5/8) Epoch 6, batch 9100, giga_loss[loss=0.1641, simple_loss=0.2487, pruned_loss=0.03979, over 12355.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.02973, over 51.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2952, pruned_loss=0.06199, over 2476759.63 frames. utt_duration=430.9 frames, utt_pad_proportion=0.06656, over 23058.66 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3054, pruned_loss=0.0674, over 2442214.16 frames. utt_duration=1269 frames, utt_pad_proportion=0.05677, over 7708.58 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2948, pruned_loss=0.06165, over 2477825.58 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06588, over 25203.92 utterances.], batch size: 51, lr: 5.35e-04
2022-08-23 12:21:00,687 INFO [train.py:927] (5/8) Epoch 6, batch 9150, libri_loss[loss=0.1995, simple_loss=0.2994, pruned_loss=0.04977, over 12258.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.04993, over 27.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.297, pruned_loss=0.06319, over 2477296.86 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06676, over 23743.40 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3055, pruned_loss=0.06736, over 2442553.02 frames. utt_duration=1267 frames, utt_pad_proportion=0.05736, over 7721.85 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2964, pruned_loss=0.06289, over 2478308.47 frames. utt_duration=387.9 frames, utt_pad_proportion=0.0661, over 25638.31 utterances.], batch size: 27, lr: 5.35e-04
2022-08-23 12:23:00,037 INFO [train.py:927] (5/8) Epoch 6, batch 9200, giga_loss[loss=0.2505, simple_loss=0.3304, pruned_loss=0.08528, over 12399.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04074, over 133.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2979, pruned_loss=0.06398, over 2477794.43 frames. utt_duration=410 frames, utt_pad_proportion=0.06821, over 24246.77 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3059, pruned_loss=0.06739, over 2442865.34 frames. utt_duration=1265 frames, utt_pad_proportion=0.05721, over 7731.56 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.297, pruned_loss=0.06369, over 2478622.60 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06771, over 25878.57 utterances.], batch size: 133, lr: 5.35e-04
2022-08-23 12:24:58,383 INFO [train.py:927] (5/8) Epoch 6, batch 9250, giga_loss[loss=0.2384, simple_loss=0.3214, pruned_loss=0.0777, over 12417.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.06962, over 213.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.301, pruned_loss=0.06513, over 2477777.12 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06425, over 23622.67 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3058, pruned_loss=0.06725, over 2443533.68 frames. utt_duration=1268 frames, utt_pad_proportion=0.05614, over 7719.33 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3003, pruned_loss=0.06497, over 2478627.40 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06442, over 25285.22 utterances.], batch size: 213, lr: 5.35e-04
2022-08-23 12:27:16,904 INFO [train.py:927] (5/8) Epoch 6, batch 9300, giga_loss[loss=0.2136, simple_loss=0.296, pruned_loss=0.06564, over 12370.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03676, over 113.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3003, pruned_loss=0.0647, over 2477556.95 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06384, over 23375.28 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3056, pruned_loss=0.06715, over 2443577.24 frames. utt_duration=1269 frames, utt_pad_proportion=0.05552, over 7714.03 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2998, pruned_loss=0.06461, over 2478809.44 frames. utt_duration=398 frames, utt_pad_proportion=0.06423, over 24987.28 utterances.], batch size: 113, lr: 5.35e-04
2022-08-23 12:29:17,084 INFO [train.py:927] (5/8) Epoch 6, batch 9350, giga_loss[loss=0.1954, simple_loss=0.281, pruned_loss=0.05492, over 12376.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.06772, over 211.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2988, pruned_loss=0.06403, over 2477785.87 frames. utt_duration=420 frames, utt_pad_proportion=0.06371, over 23663.21 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3049, pruned_loss=0.06679, over 2443833.28 frames. utt_duration=1275 frames, utt_pad_proportion=0.05482, over 7678.01 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2989, pruned_loss=0.06426, over 2479178.12 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06426, over 25267.01 utterances.], batch size: 211, lr: 5.34e-04
2022-08-23 12:31:20,633 INFO [train.py:927] (5/8) Epoch 6, batch 9400, giga_loss[loss=0.2287, simple_loss=0.3131, pruned_loss=0.07219, over 12398.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04438, over 146.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2977, pruned_loss=0.06413, over 2478183.88 frames. utt_duration=438.9 frames, utt_pad_proportion=0.06137, over 22649.41 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3048, pruned_loss=0.06683, over 2445114.37 frames. utt_duration=1276 frames, utt_pad_proportion=0.05423, over 7673.41 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2977, pruned_loss=0.06418, over 2479213.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06223, over 24446.55 utterances.], batch size: 146, lr: 5.34e-04
2022-08-23 12:33:17,265 INFO [train.py:927] (5/8) Epoch 6, batch 9450, giga_loss[loss=0.2025, simple_loss=0.2864, pruned_loss=0.05932, over 12438.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04194, over 114.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2976, pruned_loss=0.06345, over 2478220.95 frames. utt_duration=433.4 frames, utt_pad_proportion=0.06143, over 22932.92 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3045, pruned_loss=0.06668, over 2445854.95 frames. utt_duration=1279 frames, utt_pad_proportion=0.0531, over 7655.60 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2976, pruned_loss=0.06354, over 2479244.34 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06245, over 24783.60 utterances.], batch size: 114, lr: 5.34e-04
2022-08-23 12:35:16,819 INFO [train.py:927] (5/8) Epoch 6, batch 9500, giga_loss[loss=0.2198, simple_loss=0.3091, pruned_loss=0.06524, over 12420.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03373, over 75.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2983, pruned_loss=0.06242, over 2478165.68 frames. utt_duration=436.2 frames, utt_pad_proportion=0.06084, over 22788.52 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3042, pruned_loss=0.06665, over 2446356.18 frames. utt_duration=1285 frames, utt_pad_proportion=0.05191, over 7623.31 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2984, pruned_loss=0.06243, over 2479373.69 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06207, over 24698.95 utterances.], batch size: 75, lr: 5.34e-04
2022-08-23 12:37:34,460 INFO [train.py:927] (5/8) Epoch 6, batch 9550, giga_loss[loss=0.1912, simple_loss=0.284, pruned_loss=0.04916, over 12398.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04133, over 133.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2995, pruned_loss=0.0625, over 2478147.87 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06228, over 23793.33 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3041, pruned_loss=0.06651, over 2446847.47 frames. utt_duration=1286 frames, utt_pad_proportion=0.0514, over 7618.91 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2996, pruned_loss=0.06257, over 2479086.56 frames. utt_duration=390 frames, utt_pad_proportion=0.0633, over 25508.14 utterances.], batch size: 133, lr: 5.34e-04
2022-08-23 12:39:40,641 INFO [train.py:927] (5/8) Epoch 6, batch 9600, giga_loss[loss=0.19, simple_loss=0.2864, pruned_loss=0.04678, over 12352.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.0309, over 58.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2992, pruned_loss=0.06222, over 2477645.65 frames. utt_duration=429.7 frames, utt_pad_proportion=0.06007, over 23130.04 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3036, pruned_loss=0.06628, over 2447208.84 frames. utt_duration=1291 frames, utt_pad_proportion=0.05052, over 7592.76 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2996, pruned_loss=0.06238, over 2478920.99 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06137, over 24970.87 utterances.], batch size: 58, lr: 5.34e-04
2022-08-23 12:41:53,595 INFO [train.py:927] (5/8) Epoch 6, batch 9650, giga_loss[loss=0.2211, simple_loss=0.3152, pruned_loss=0.06346, over 12455.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03322, over 105.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2999, pruned_loss=0.062, over 2477316.46 frames. utt_duration=437.4 frames, utt_pad_proportion=0.05997, over 22715.96 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3035, pruned_loss=0.06616, over 2447397.51 frames. utt_duration=1294 frames, utt_pad_proportion=0.04971, over 7575.99 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.3003, pruned_loss=0.06215, over 2478829.14 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06132, over 24543.86 utterances.], batch size: 105, lr: 5.34e-04
2022-08-23 12:44:10,174 INFO [train.py:927] (5/8) Epoch 6, batch 9700, giga_loss[loss=0.2425, simple_loss=0.3306, pruned_loss=0.07725, over 12424.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05515, over 182.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.3012, pruned_loss=0.06272, over 2476975.51 frames. utt_duration=434.7 frames, utt_pad_proportion=0.06371, over 22856.87 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3028, pruned_loss=0.06588, over 2447734.20 frames. utt_duration=1298 frames, utt_pad_proportion=0.04873, over 7551.47 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.302, pruned_loss=0.06296, over 2478969.53 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06494, over 24916.72 utterances.], batch size: 182, lr: 5.34e-04
2022-08-23 12:46:26,803 INFO [train.py:927] (5/8) Epoch 6, batch 9750, giga_loss[loss=0.2344, simple_loss=0.3051, pruned_loss=0.08187, over 12397.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1648, over 352.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2997, pruned_loss=0.06245, over 2477140.40 frames. utt_duration=433.8 frames, utt_pad_proportion=0.06438, over 22901.39 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3026, pruned_loss=0.06583, over 2448339.89 frames. utt_duration=1300 frames, utt_pad_proportion=0.04799, over 7543.04 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.3004, pruned_loss=0.0626, over 2478965.44 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0656, over 24958.98 utterances.], batch size: 352, lr: 5.34e-04
2022-08-23 12:48:30,426 INFO [train.py:927] (5/8) Epoch 6, batch 9800, giga_loss[loss=0.1839, simple_loss=0.2732, pruned_loss=0.04725, over 12327.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.0293, over 70.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2993, pruned_loss=0.06232, over 2477580.44 frames. utt_duration=444.3 frames, utt_pad_proportion=0.06063, over 22364.14 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3031, pruned_loss=0.0661, over 2448928.57 frames. utt_duration=1300 frames, utt_pad_proportion=0.04742, over 7543.88 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2994, pruned_loss=0.06214, over 2478885.61 frames. utt_duration=411 frames, utt_pad_proportion=0.0621, over 24194.95 utterances.], batch size: 70, lr: 5.34e-04
2022-08-23 12:50:30,308 INFO [train.py:927] (5/8) Epoch 6, batch 9850, libri_loss[loss=0.2012, simple_loss=0.2899, pruned_loss=0.05622, over 12438.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.005771, over 32.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.3005, pruned_loss=0.0631, over 2476669.22 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06676, over 23415.69 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3029, pruned_loss=0.06603, over 2449302.66 frames. utt_duration=1306 frames, utt_pad_proportion=0.04623, over 7511.38 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.3007, pruned_loss=0.0629, over 2478228.98 frames. utt_duration=391.6 frames, utt_pad_proportion=0.0679, over 25387.06 utterances.], batch size: 32, lr: 5.34e-04
2022-08-23 12:52:18,996 INFO [train.py:927] (5/8) Epoch 6, batch 9900, giga_loss[loss=0.2073, simple_loss=0.2876, pruned_loss=0.06346, over 12401.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.02968, over 122.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.3002, pruned_loss=0.06344, over 2477655.17 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06404, over 23988.21 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3028, pruned_loss=0.06601, over 2449502.15 frames. utt_duration=1307 frames, utt_pad_proportion=0.04606, over 7505.82 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.3004, pruned_loss=0.0633, over 2478821.37 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06516, over 25606.47 utterances.], batch size: 122, lr: 5.33e-04
2022-08-23 12:54:11,694 INFO [train.py:927] (5/8) Epoch 6, batch 9950, giga_loss[loss=0.239, simple_loss=0.3222, pruned_loss=0.07793, over 12397.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04095, over 133.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2997, pruned_loss=0.06388, over 2477452.79 frames. utt_duration=401.7 frames, utt_pad_proportion=0.0661, over 24746.51 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.303, pruned_loss=0.06612, over 2450001.81 frames. utt_duration=1309 frames, utt_pad_proportion=0.04518, over 7497.30 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2996, pruned_loss=0.0636, over 2478573.35 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06722, over 26434.04 utterances.], batch size: 133, lr: 5.33e-04
2022-08-23 12:55:54,657 INFO [train.py:927] (5/8) Epoch 6, batch 10000, giga_loss[loss=0.2451, simple_loss=0.3282, pruned_loss=0.081, over 12404.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05776, over 182.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3071, pruned_loss=0.06831, over 2476836.24 frames. utt_duration=424.1 frames, utt_pad_proportion=0.0651, over 23432.26 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.303, pruned_loss=0.06607, over 2450394.06 frames. utt_duration=1313 frames, utt_pad_proportion=0.04436, over 7475.04 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.307, pruned_loss=0.06816, over 2477993.40 frames. utt_duration=395 frames, utt_pad_proportion=0.06642, over 25171.39 utterances.], batch size: 182, lr: 5.33e-04
2022-08-23 12:57:38,053 INFO [train.py:927] (5/8) Epoch 6, batch 10050, giga_loss[loss=0.1762, simple_loss=0.2641, pruned_loss=0.04413, over 12238.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03789, over 28.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3091, pruned_loss=0.07033, over 2475827.26 frames. utt_duration=443.6 frames, utt_pad_proportion=0.06283, over 22389.39 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3027, pruned_loss=0.06592, over 2450670.21 frames. utt_duration=1317 frames, utt_pad_proportion=0.04365, over 7450.49 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3094, pruned_loss=0.07042, over 2477078.56 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06439, over 24137.02 utterances.], batch size: 28, lr: 5.33e-04
2022-08-23 12:59:20,914 INFO [train.py:927] (5/8) Epoch 6, batch 10100, giga_loss[loss=0.1879, simple_loss=0.2655, pruned_loss=0.05513, over 12461.00 frames. utt_duration=792.8 frames, utt_pad_proportion=0.03785, over 63.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3026, pruned_loss=0.06795, over 2475581.27 frames. utt_duration=462.5 frames, utt_pad_proportion=0.06171, over 21474.67 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3033, pruned_loss=0.06607, over 2450773.19 frames. utt_duration=1317 frames, utt_pad_proportion=0.04321, over 7451.76 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3024, pruned_loss=0.06792, over 2476816.52 frames. utt_duration=431.1 frames, utt_pad_proportion=0.0633, over 23054.25 utterances.], batch size: 63, lr: 5.33e-04
2022-08-23 13:01:02,199 INFO [train.py:927] (5/8) Epoch 6, batch 10150, giga_loss[loss=0.1568, simple_loss=0.2368, pruned_loss=0.03838, over 12123.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.03659, over 33.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2953, pruned_loss=0.06564, over 2474654.19 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06187, over 21021.78 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3037, pruned_loss=0.0663, over 2451177.51 frames. utt_duration=1319 frames, utt_pad_proportion=0.0422, over 7440.25 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2945, pruned_loss=0.06541, over 2475962.09 frames. utt_duration=437.9 frames, utt_pad_proportion=0.06363, over 22686.50 utterances.], batch size: 33, lr: 5.33e-04
2022-08-23 13:02:43,320 INFO [train.py:927] (5/8) Epoch 6, batch 10200, giga_loss[loss=0.1905, simple_loss=0.2668, pruned_loss=0.0571, over 12443.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.0349, over 98.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2879, pruned_loss=0.06248, over 2474743.01 frames. utt_duration=500 frames, utt_pad_proportion=0.05818, over 19854.58 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3036, pruned_loss=0.06623, over 2451602.02 frames. utt_duration=1319 frames, utt_pad_proportion=0.04189, over 7443.55 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2872, pruned_loss=0.06232, over 2475707.31 frames. utt_duration=465.4 frames, utt_pad_proportion=0.06009, over 21341.64 utterances.], batch size: 98, lr: 5.33e-04
2022-08-23 13:04:25,687 INFO [train.py:927] (5/8) Epoch 6, batch 10250, giga_loss[loss=0.183, simple_loss=0.2646, pruned_loss=0.05068, over 12348.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02977, over 91.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2826, pruned_loss=0.06047, over 2474117.06 frames. utt_duration=502.1 frames, utt_pad_proportion=0.05977, over 19766.37 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3033, pruned_loss=0.06607, over 2451861.20 frames. utt_duration=1320 frames, utt_pad_proportion=0.04161, over 7440.15 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2821, pruned_loss=0.06045, over 2474851.99 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06132, over 21041.77 utterances.], batch size: 91, lr: 5.33e-04
2022-08-23 13:06:08,802 INFO [train.py:927] (5/8) Epoch 6, batch 10300, giga_loss[loss=0.1923, simple_loss=0.2739, pruned_loss=0.05533, over 12450.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03677, over 40.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2782, pruned_loss=0.0585, over 2474594.43 frames. utt_duration=529 frames, utt_pad_proportion=0.05785, over 18764.02 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3044, pruned_loss=0.06629, over 2452210.11 frames. utt_duration=1315 frames, utt_pad_proportion=0.04188, over 7469.39 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2764, pruned_loss=0.05814, over 2475241.62 frames. utt_duration=497.4 frames, utt_pad_proportion=0.05929, over 19964.38 utterances.], batch size: 40, lr: 5.33e-04
2022-08-23 13:07:51,565 INFO [train.py:927] (5/8) Epoch 6, batch 10350, giga_loss[loss=0.1814, simple_loss=0.26, pruned_loss=0.05146, over 12443.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04341, over 31.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2733, pruned_loss=0.05681, over 2474417.29 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06134, over 19080.81 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3041, pruned_loss=0.06637, over 2452652.28 frames. utt_duration=1315 frames, utt_pad_proportion=0.04219, over 7470.98 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2715, pruned_loss=0.05626, over 2475031.48 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06233, over 20289.72 utterances.], batch size: 31, lr: 5.33e-04
2022-08-23 13:09:35,306 INFO [train.py:927] (5/8) Epoch 6, batch 10400, giga_loss[loss=0.1862, simple_loss=0.2626, pruned_loss=0.05491, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04355, over 146.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2685, pruned_loss=0.05504, over 2474541.09 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06016, over 18553.62 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.304, pruned_loss=0.06642, over 2453045.03 frames. utt_duration=1313 frames, utt_pad_proportion=0.04224, over 7479.31 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2665, pruned_loss=0.05434, over 2475128.35 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06118, over 19758.99 utterances.], batch size: 146, lr: 5.32e-04
2022-08-23 13:11:17,964 INFO [train.py:927] (5/8) Epoch 6, batch 10450, giga_loss[loss=0.2161, simple_loss=0.2866, pruned_loss=0.07287, over 12443.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03901, over 37.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2715, pruned_loss=0.05712, over 2474920.74 frames. utt_duration=522.6 frames, utt_pad_proportion=0.0631, over 18996.21 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3038, pruned_loss=0.06643, over 2453601.24 frames. utt_duration=1316 frames, utt_pad_proportion=0.04149, over 7468.35 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2692, pruned_loss=0.05631, over 2475371.91 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06414, over 20214.23 utterances.], batch size: 37, lr: 5.32e-04
2022-08-23 13:13:01,431 INFO [train.py:927] (5/8) Epoch 6, batch 10500, libri_loss[loss=0.2056, simple_loss=0.3157, pruned_loss=0.04782, over 12231.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.04455, over 27.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2849, pruned_loss=0.06342, over 2474428.36 frames. utt_duration=516 frames, utt_pad_proportion=0.06584, over 19235.99 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3048, pruned_loss=0.06658, over 2453797.01 frames. utt_duration=1312 frames, utt_pad_proportion=0.04174, over 7490.99 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2817, pruned_loss=0.06257, over 2475118.10 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06671, over 20471.57 utterances.], batch size: 27, lr: 5.32e-04
2022-08-23 13:14:49,191 INFO [train.py:927] (5/8) Epoch 6, batch 10550, giga_loss[loss=0.269, simple_loss=0.3317, pruned_loss=0.1032, over 12481.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02887, over 55.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2923, pruned_loss=0.06552, over 2474802.61 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06049, over 18635.47 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3047, pruned_loss=0.06645, over 2454007.87 frames. utt_duration=1313 frames, utt_pad_proportion=0.04126, over 7484.68 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2897, pruned_loss=0.06494, over 2475417.30 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06176, over 19769.54 utterances.], batch size: 55, lr: 5.32e-04
2022-08-23 13:16:33,801 INFO [train.py:927] (5/8) Epoch 6, batch 10600, giga_loss[loss=0.2153, simple_loss=0.3071, pruned_loss=0.0617, over 12436.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04815, over 161.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2965, pruned_loss=0.06688, over 2475295.57 frames. utt_duration=533.5 frames, utt_pad_proportion=0.05887, over 18609.35 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3047, pruned_loss=0.06645, over 2454007.87 frames. utt_duration=1313 frames, utt_pad_proportion=0.04126, over 7484.68 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2944, pruned_loss=0.06643, over 2475773.99 frames. utt_duration=509.5 frames, utt_pad_proportion=0.05994, over 19492.01 utterances.], batch size: 161, lr: 5.32e-04
2022-08-23 13:18:19,062 INFO [train.py:927] (5/8) Epoch 6, batch 10650, giga_loss[loss=0.2517, simple_loss=0.3379, pruned_loss=0.08278, over 12337.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.02722, over 58.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3007, pruned_loss=0.0694, over 2474601.63 frames. utt_duration=553 frames, utt_pad_proportion=0.05802, over 17946.22 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3042, pruned_loss=0.0662, over 2453941.49 frames. utt_duration=1316 frames, utt_pad_proportion=0.04084, over 7464.49 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2995, pruned_loss=0.06933, over 2475350.11 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05918, over 18819.42 utterances.], batch size: 58, lr: 5.32e-04
2022-08-23 13:19:59,168 INFO [train.py:927] (5/8) Epoch 6, batch 10700, giga_loss[loss=0.2162, simple_loss=0.3085, pruned_loss=0.06193, over 12352.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03212, over 58.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.305, pruned_loss=0.07109, over 2474699.98 frames. utt_duration=555 frames, utt_pad_proportion=0.0574, over 17883.46 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.304, pruned_loss=0.06615, over 2454415.77 frames. utt_duration=1316 frames, utt_pad_proportion=0.04063, over 7467.97 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3041, pruned_loss=0.07117, over 2475310.74 frames. utt_duration=528.1 frames, utt_pad_proportion=0.05859, over 18803.17 utterances.], batch size: 58, lr: 5.32e-04
2022-08-23 13:21:42,247 INFO [train.py:927] (5/8) Epoch 6, batch 10750, giga_loss[loss=0.2304, simple_loss=0.3203, pruned_loss=0.07022, over 12334.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03378, over 62.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3087, pruned_loss=0.0719, over 2475211.15 frames. utt_duration=568.9 frames, utt_pad_proportion=0.05761, over 17448.75 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3049, pruned_loss=0.06641, over 2454946.66 frames. utt_duration=1314 frames, utt_pad_proportion=0.04102, over 7482.63 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3073, pruned_loss=0.07183, over 2475576.30 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05857, over 18350.16 utterances.], batch size: 62, lr: 5.32e-04
2022-08-23 13:23:25,136 INFO [train.py:927] (5/8) Epoch 6, batch 10800, giga_loss[loss=0.1997, simple_loss=0.2878, pruned_loss=0.05579, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04602, over 34.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3097, pruned_loss=0.0712, over 2474768.45 frames. utt_duration=604 frames, utt_pad_proportion=0.05482, over 16430.78 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3047, pruned_loss=0.06619, over 2455297.49 frames. utt_duration=1320 frames, utt_pad_proportion=0.04026, over 7451.53 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3089, pruned_loss=0.0715, over 2475265.44 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05622, over 17443.62 utterances.], batch size: 34, lr: 5.32e-04
2022-08-23 13:25:06,628 INFO [train.py:927] (5/8) Epoch 6, batch 10850, giga_loss[loss=0.2188, simple_loss=0.3051, pruned_loss=0.06627, over 12236.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03668, over 28.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3095, pruned_loss=0.07062, over 2473432.08 frames. utt_duration=619.6 frames, utt_pad_proportion=0.0536, over 16006.09 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3043, pruned_loss=0.06594, over 2455001.56 frames. utt_duration=1326 frames, utt_pad_proportion=0.03944, over 7414.52 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3093, pruned_loss=0.07119, over 2474565.04 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05526, over 17077.28 utterances.], batch size: 28, lr: 5.32e-04
2022-08-23 13:26:50,117 INFO [train.py:927] (5/8) Epoch 6, batch 10900, giga_loss[loss=0.2291, simple_loss=0.314, pruned_loss=0.07206, over 12402.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02575, over 70.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3123, pruned_loss=0.07345, over 2473737.36 frames. utt_duration=626.5 frames, utt_pad_proportion=0.05156, over 15832.66 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3045, pruned_loss=0.06599, over 2455500.33 frames. utt_duration=1328 frames, utt_pad_proportion=0.03856, over 7406.28 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3121, pruned_loss=0.07402, over 2474687.71 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05353, over 16929.16 utterances.], batch size: 70, lr: 5.32e-04
2022-08-23 13:28:35,930 INFO [train.py:927] (5/8) Epoch 6, batch 10950, giga_loss[loss=0.2717, simple_loss=0.3399, pruned_loss=0.1018, over 12429.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03846, over 105.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3147, pruned_loss=0.07705, over 2473167.28 frames. utt_duration=617 frames, utt_pad_proportion=0.05386, over 16073.67 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3045, pruned_loss=0.066, over 2455694.19 frames. utt_duration=1329 frames, utt_pad_proportion=0.03827, over 7400.22 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3146, pruned_loss=0.07757, over 2473901.12 frames. utt_duration=583 frames, utt_pad_proportion=0.05544, over 17016.58 utterances.], batch size: 105, lr: 5.31e-04
2022-08-23 13:30:18,700 INFO [train.py:927] (5/8) Epoch 6, batch 11000, giga_loss[loss=0.202, simple_loss=0.2727, pruned_loss=0.06563, over 12460.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04237, over 31.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3132, pruned_loss=0.0768, over 2472942.56 frames. utt_duration=605.9 frames, utt_pad_proportion=0.06114, over 16366.11 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.305, pruned_loss=0.06636, over 2456133.94 frames. utt_duration=1300 frames, utt_pad_proportion=0.04711, over 7568.31 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3131, pruned_loss=0.07724, over 2473681.15 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05889, over 17243.08 utterances.], batch size: 31, lr: 5.31e-04
2022-08-23 13:32:05,739 INFO [train.py:927] (5/8) Epoch 6, batch 11050, giga_loss[loss=0.2382, simple_loss=0.3177, pruned_loss=0.07936, over 12383.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3109, pruned_loss=0.07569, over 2472582.50 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06511, over 17690.61 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3048, pruned_loss=0.06635, over 2456318.27 frames. utt_duration=1301 frames, utt_pad_proportion=0.04697, over 7559.47 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.311, pruned_loss=0.0761, over 2473059.86 frames. utt_duration=538.1 frames, utt_pad_proportion=0.0634, over 18435.50 utterances.], batch size: 91, lr: 5.31e-04
2022-08-23 13:33:51,499 INFO [train.py:927] (5/8) Epoch 6, batch 11100, giga_loss[loss=0.2239, simple_loss=0.2972, pruned_loss=0.07531, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04027, over 31.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3062, pruned_loss=0.0729, over 2472716.28 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06765, over 17643.60 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3047, pruned_loss=0.06617, over 2456372.83 frames. utt_duration=1301 frames, utt_pad_proportion=0.04698, over 7560.57 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3064, pruned_loss=0.07361, over 2473506.52 frames. utt_duration=536 frames, utt_pad_proportion=0.06636, over 18512.06 utterances.], batch size: 31, lr: 5.31e-04
2022-08-23 13:35:37,200 INFO [train.py:927] (5/8) Epoch 6, batch 11150, giga_loss[loss=0.2143, simple_loss=0.2951, pruned_loss=0.06671, over 12385.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.03962, over 40.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3034, pruned_loss=0.07121, over 2473910.34 frames. utt_duration=535 frames, utt_pad_proportion=0.07001, over 18549.42 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3059, pruned_loss=0.06627, over 2456854.56 frames. utt_duration=1287 frames, utt_pad_proportion=0.05059, over 7644.03 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3025, pruned_loss=0.07178, over 2474398.53 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06781, over 19361.18 utterances.], batch size: 40, lr: 5.31e-04
2022-08-23 13:37:18,434 INFO [train.py:927] (5/8) Epoch 6, batch 11200, libri_loss[loss=0.1704, simple_loss=0.263, pruned_loss=0.03888, over 12196.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008206, over 30.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3022, pruned_loss=0.07069, over 2473882.33 frames. utt_duration=534 frames, utt_pad_proportion=0.06813, over 18583.44 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3053, pruned_loss=0.06606, over 2457084.78 frames. utt_duration=1293 frames, utt_pad_proportion=0.04948, over 7608.09 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3019, pruned_loss=0.07146, over 2474551.54 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06699, over 19565.30 utterances.], batch size: 30, lr: 5.31e-04
2022-08-23 13:39:01,571 INFO [train.py:927] (5/8) Epoch 6, batch 11250, giga_loss[loss=0.209, simple_loss=0.2873, pruned_loss=0.06534, over 12400.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03332, over 80.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.2998, pruned_loss=0.07024, over 2473313.56 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06808, over 19085.08 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3052, pruned_loss=0.06606, over 2457393.01 frames. utt_duration=1295 frames, utt_pad_proportion=0.04911, over 7599.05 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2997, pruned_loss=0.07088, over 2473718.32 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06739, over 19962.71 utterances.], batch size: 80, lr: 5.31e-04
2022-08-23 13:40:41,859 INFO [train.py:927] (5/8) Epoch 6, batch 11300, giga_loss[loss=0.1855, simple_loss=0.2768, pruned_loss=0.04708, over 12378.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03134, over 62.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.296, pruned_loss=0.06829, over 2473605.89 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06214, over 17865.85 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3055, pruned_loss=0.06616, over 2457839.62 frames. utt_duration=1297 frames, utt_pad_proportion=0.04774, over 7586.32 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2954, pruned_loss=0.06882, over 2474018.90 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06252, over 18918.40 utterances.], batch size: 62, lr: 5.31e-04
2022-08-23 13:42:22,577 INFO [train.py:927] (5/8) Epoch 6, batch 11350, giga_loss[loss=0.2158, simple_loss=0.2915, pruned_loss=0.07004, over 12430.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03284, over 80.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.293, pruned_loss=0.06689, over 2473249.27 frames. utt_duration=566 frames, utt_pad_proportion=0.06435, over 17525.64 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.305, pruned_loss=0.06591, over 2458519.09 frames. utt_duration=1296 frames, utt_pad_proportion=0.04733, over 7599.64 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2924, pruned_loss=0.06761, over 2473674.68 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06502, over 18844.08 utterances.], batch size: 80, lr: 5.31e-04
2022-08-23 13:44:04,972 INFO [train.py:927] (5/8) Epoch 6, batch 11400, giga_loss[loss=0.2091, simple_loss=0.2867, pruned_loss=0.06572, over 12406.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02562, over 91.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2902, pruned_loss=0.06624, over 2473955.05 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06221, over 17473.87 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3052, pruned_loss=0.06608, over 2458839.06 frames. utt_duration=1295 frames, utt_pad_proportion=0.04684, over 7601.61 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2893, pruned_loss=0.06665, over 2474201.10 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06314, over 18644.52 utterances.], batch size: 91, lr: 5.31e-04
2022-08-23 13:45:47,600 INFO [train.py:927] (5/8) Epoch 6, batch 11450, giga_loss[loss=0.2007, simple_loss=0.2745, pruned_loss=0.06349, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03063, over 45.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2881, pruned_loss=0.06548, over 2473650.76 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05932, over 17009.70 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3056, pruned_loss=0.06609, over 2459152.05 frames. utt_duration=1297 frames, utt_pad_proportion=0.04648, over 7592.63 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2869, pruned_loss=0.06579, over 2473693.25 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06041, over 18026.16 utterances.], batch size: 45, lr: 5.31e-04
2022-08-23 13:47:30,849 INFO [train.py:927] (5/8) Epoch 6, batch 11500, giga_loss[loss=0.2297, simple_loss=0.3122, pruned_loss=0.07363, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05079, over 161.00 utterances.], tot_loss[loss=0.212, simple_loss=0.29, pruned_loss=0.067, over 2472834.04 frames. utt_duration=574.3 frames, utt_pad_proportion=0.06064, over 17269.70 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3055, pruned_loss=0.066, over 2459095.48 frames. utt_duration=1300 frames, utt_pad_proportion=0.04575, over 7572.95 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2888, pruned_loss=0.06733, over 2473249.95 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06178, over 18307.45 utterances.], batch size: 161, lr: 5.30e-04
2022-08-23 13:49:13,720 INFO [train.py:927] (5/8) Epoch 6, batch 11550, giga_loss[loss=0.2957, simple_loss=0.354, pruned_loss=0.1187, over 12335.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03309, over 85.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2947, pruned_loss=0.06985, over 2473270.19 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06398, over 17360.62 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3051, pruned_loss=0.06595, over 2459169.69 frames. utt_duration=1291 frames, utt_pad_proportion=0.04956, over 7629.74 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2938, pruned_loss=0.07018, over 2473759.45 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06326, over 18294.86 utterances.], batch size: 85, lr: 5.30e-04
2022-08-23 13:50:57,874 INFO [train.py:927] (5/8) Epoch 6, batch 11600, libri_loss[loss=0.2543, simple_loss=0.3432, pruned_loss=0.08276, over 12366.00 frames. utt_duration=435.5 frames, utt_pad_proportion=0.3217, over 114.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3006, pruned_loss=0.0732, over 2473354.55 frames. utt_duration=543.8 frames, utt_pad_proportion=0.07289, over 18241.81 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3053, pruned_loss=0.06618, over 2459508.91 frames. utt_duration=1279 frames, utt_pad_proportion=0.05319, over 7703.70 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.2994, pruned_loss=0.0734, over 2473816.30 frames. utt_duration=517.4 frames, utt_pad_proportion=0.07069, over 19179.92 utterances.], batch size: 114, lr: 5.30e-04
2022-08-23 13:52:41,522 INFO [train.py:927] (5/8) Epoch 6, batch 11650, giga_loss[loss=0.3594, simple_loss=0.3979, pruned_loss=0.1604, over 12387.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3072, pruned_loss=0.07588, over 2473335.78 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06919, over 18541.64 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3051, pruned_loss=0.06613, over 2459514.25 frames. utt_duration=1279 frames, utt_pad_proportion=0.05295, over 7701.71 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3065, pruned_loss=0.07613, over 2473803.56 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06778, over 19369.39 utterances.], batch size: 259, lr: 5.30e-04
2022-08-23 13:54:24,229 INFO [train.py:927] (5/8) Epoch 6, batch 11700, giga_loss[loss=0.2074, simple_loss=0.3003, pruned_loss=0.05722, over 12459.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03384, over 98.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.0753, over 2473754.59 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06478, over 18504.82 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.306, pruned_loss=0.06638, over 2459828.34 frames. utt_duration=1276 frames, utt_pad_proportion=0.05314, over 7721.92 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3076, pruned_loss=0.07543, over 2474040.73 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06387, over 19292.53 utterances.], batch size: 98, lr: 5.30e-04
2022-08-23 13:56:06,489 INFO [train.py:927] (5/8) Epoch 6, batch 11750, giga_loss[loss=0.2565, simple_loss=0.3278, pruned_loss=0.09261, over 12390.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1005, over 257.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3081, pruned_loss=0.07358, over 2473961.56 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06259, over 18424.89 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3063, pruned_loss=0.06653, over 2460260.99 frames. utt_duration=1275 frames, utt_pad_proportion=0.05244, over 7728.78 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3068, pruned_loss=0.07373, over 2474110.76 frames. utt_duration=514.7 frames, utt_pad_proportion=0.0623, over 19285.49 utterances.], batch size: 257, lr: 5.30e-04
2022-08-23 13:57:47,853 INFO [train.py:927] (5/8) Epoch 6, batch 11800, giga_loss[loss=0.2373, simple_loss=0.3222, pruned_loss=0.0762, over 12372.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02695, over 66.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3087, pruned_loss=0.07337, over 2474790.74 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06443, over 18748.15 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3057, pruned_loss=0.06624, over 2460515.45 frames. utt_duration=1278 frames, utt_pad_proportion=0.05177, over 7707.33 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3083, pruned_loss=0.07385, over 2474936.13 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06441, over 19637.15 utterances.], batch size: 66, lr: 5.30e-04
2022-08-23 13:59:30,682 INFO [train.py:927] (5/8) Epoch 6, batch 11850, giga_loss[loss=0.2498, simple_loss=0.3158, pruned_loss=0.09185, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3095, pruned_loss=0.07401, over 2473834.05 frames. utt_duration=556 frames, utt_pad_proportion=0.05977, over 17846.13 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3053, pruned_loss=0.06613, over 2460747.11 frames. utt_duration=1282 frames, utt_pad_proportion=0.05025, over 7687.10 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3097, pruned_loss=0.07484, over 2474282.17 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06071, over 19032.30 utterances.], batch size: 133, lr: 5.30e-04
2022-08-23 14:01:14,054 INFO [train.py:927] (5/8) Epoch 6, batch 11900, giga_loss[loss=0.2296, simple_loss=0.2946, pruned_loss=0.0823, over 12380.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.05134, over 34.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.311, pruned_loss=0.07578, over 2472950.51 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05693, over 17184.13 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3049, pruned_loss=0.06634, over 2460594.83 frames. utt_duration=1285 frames, utt_pad_proportion=0.04942, over 7667.89 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3119, pruned_loss=0.0767, over 2474081.79 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05837, over 18659.49 utterances.], batch size: 34, lr: 5.30e-04
2022-08-23 14:02:58,756 INFO [train.py:927] (5/8) Epoch 6, batch 11950, giga_loss[loss=0.2239, simple_loss=0.3132, pruned_loss=0.06735, over 12099.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03661, over 30.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3135, pruned_loss=0.07733, over 2472564.83 frames. utt_duration=585.4 frames, utt_pad_proportion=0.05507, over 16938.04 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3054, pruned_loss=0.0664, over 2460695.19 frames. utt_duration=1284 frames, utt_pad_proportion=0.04941, over 7675.59 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3138, pruned_loss=0.07819, over 2473595.46 frames. utt_duration=543 frames, utt_pad_proportion=0.05641, over 18271.14 utterances.], batch size: 30, lr: 5.30e-04
2022-08-23 14:04:42,937 INFO [train.py:927] (5/8) Epoch 6, batch 12000, libri_loss[loss=0.2116, simple_loss=0.3046, pruned_loss=0.05932, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01383, over 40.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3147, pruned_loss=0.07728, over 2472037.86 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05536, over 17051.17 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3048, pruned_loss=0.06614, over 2460535.02 frames. utt_duration=1288 frames, utt_pad_proportion=0.04854, over 7650.07 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3157, pruned_loss=0.07846, over 2473286.92 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05683, over 18368.17 utterances.], batch size: 40, lr: 5.30e-04
2022-08-23 14:04:42,938 INFO [train.py:958] (5/8) Computing validation loss
2022-08-23 14:04:56,467 INFO [train.py:967] (5/8) 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 14:06:41,518 INFO [train.py:927] (5/8) Epoch 6, batch 12050, giga_loss[loss=0.2197, simple_loss=0.3033, pruned_loss=0.06805, over 12319.00 frames. utt_duration=748 frames, utt_pad_proportion=0.02853, over 66.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3146, pruned_loss=0.07781, over 2472191.16 frames. utt_duration=558 frames, utt_pad_proportion=0.06008, over 17770.87 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3051, pruned_loss=0.06644, over 2460674.41 frames. utt_duration=1289 frames, utt_pad_proportion=0.04816, over 7644.60 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3152, pruned_loss=0.07858, over 2473152.64 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06107, over 18888.33 utterances.], batch size: 66, lr: 5.29e-04
2022-08-23 14:08:23,588 INFO [train.py:927] (5/8) Epoch 6, batch 12100, giga_loss[loss=0.2358, simple_loss=0.311, pruned_loss=0.08032, over 12384.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02734, over 70.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3121, pruned_loss=0.0764, over 2472407.39 frames. utt_duration=583.6 frames, utt_pad_proportion=0.05809, over 16989.58 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3049, pruned_loss=0.06639, over 2460972.16 frames. utt_duration=1291 frames, utt_pad_proportion=0.04747, over 7633.81 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3129, pruned_loss=0.07725, over 2473120.36 frames. utt_duration=549 frames, utt_pad_proportion=0.05939, over 18069.26 utterances.], batch size: 70, lr: 5.29e-04
2022-08-23 14:10:06,131 INFO [train.py:927] (5/8) Epoch 6, batch 12150, giga_loss[loss=0.1983, simple_loss=0.2875, pruned_loss=0.05458, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02511, over 48.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3126, pruned_loss=0.07664, over 2471929.80 frames. utt_duration=606.1 frames, utt_pad_proportion=0.05761, over 16353.35 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3051, pruned_loss=0.06641, over 2461146.75 frames. utt_duration=1292 frames, utt_pad_proportion=0.04704, over 7627.27 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3132, pruned_loss=0.07745, over 2472486.16 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05891, over 17333.61 utterances.], batch size: 48, lr: 5.29e-04
2022-08-23 14:11:49,756 INFO [train.py:927] (5/8) Epoch 6, batch 12200, giga_loss[loss=0.2397, simple_loss=0.3193, pruned_loss=0.08003, over 12350.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03271, over 51.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3127, pruned_loss=0.07592, over 2472385.94 frames. utt_duration=608.6 frames, utt_pad_proportion=0.05808, over 16288.89 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3053, pruned_loss=0.0664, over 2461396.35 frames. utt_duration=1291 frames, utt_pad_proportion=0.04681, over 7637.90 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.313, pruned_loss=0.0767, over 2472737.04 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05924, over 17163.68 utterances.], batch size: 51, lr: 5.29e-04
2022-08-23 14:13:30,893 INFO [train.py:927] (5/8) Epoch 6, batch 12250, giga_loss[loss=0.2754, simple_loss=0.3291, pruned_loss=0.1109, over 12385.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3118, pruned_loss=0.07539, over 2471879.50 frames. utt_duration=606.2 frames, utt_pad_proportion=0.06047, over 16351.28 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3054, pruned_loss=0.06631, over 2461263.15 frames. utt_duration=1282 frames, utt_pad_proportion=0.04986, over 7689.96 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3123, pruned_loss=0.07633, over 2472569.75 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06024, over 17235.68 utterances.], batch size: 257, lr: 5.29e-04
2022-08-23 14:15:10,655 INFO [train.py:927] (5/8) Epoch 6, batch 12300, giga_loss[loss=0.2653, simple_loss=0.332, pruned_loss=0.0993, over 12388.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02642, over 91.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3097, pruned_loss=0.07475, over 2472905.90 frames. utt_duration=607.1 frames, utt_pad_proportion=0.06277, over 16332.98 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3057, pruned_loss=0.06658, over 2461411.16 frames. utt_duration=1277 frames, utt_pad_proportion=0.05029, over 7720.03 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3098, pruned_loss=0.07531, over 2473418.80 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06238, over 17084.78 utterances.], batch size: 91, lr: 5.29e-04
2022-08-23 14:16:53,617 INFO [train.py:927] (5/8) Epoch 6, batch 12350, giga_loss[loss=0.2138, simple_loss=0.295, pruned_loss=0.06628, over 12196.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04068, over 28.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3073, pruned_loss=0.07404, over 2472460.50 frames. utt_duration=630 frames, utt_pad_proportion=0.06313, over 15734.47 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3055, pruned_loss=0.06652, over 2461595.99 frames. utt_duration=1276 frames, utt_pad_proportion=0.05019, over 7725.29 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3075, pruned_loss=0.0747, over 2472958.41 frames. utt_duration=600.7 frames, utt_pad_proportion=0.06296, over 16509.60 utterances.], batch size: 28, lr: 5.29e-04
2022-08-23 14:18:36,350 INFO [train.py:927] (5/8) Epoch 6, batch 12400, giga_loss[loss=0.1982, simple_loss=0.2824, pruned_loss=0.05697, over 12374.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02768, over 91.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3042, pruned_loss=0.07313, over 2472953.52 frames. utt_duration=612.1 frames, utt_pad_proportion=0.065, over 16200.55 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3052, pruned_loss=0.06627, over 2461710.96 frames. utt_duration=1279 frames, utt_pad_proportion=0.04965, over 7707.47 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3047, pruned_loss=0.07397, over 2473406.87 frames. utt_duration=585.5 frames, utt_pad_proportion=0.0651, over 16940.50 utterances.], batch size: 91, lr: 5.29e-04
2022-08-23 14:20:17,809 INFO [train.py:927] (5/8) Epoch 6, batch 12450, giga_loss[loss=0.1942, simple_loss=0.2779, pruned_loss=0.05523, over 12390.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02461, over 48.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3001, pruned_loss=0.07137, over 2472622.12 frames. utt_duration=622 frames, utt_pad_proportion=0.06098, over 15939.86 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3053, pruned_loss=0.06639, over 2461886.15 frames. utt_duration=1280 frames, utt_pad_proportion=0.04929, over 7703.42 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3004, pruned_loss=0.07198, over 2472923.76 frames. utt_duration=597.4 frames, utt_pad_proportion=0.0614, over 16599.76 utterances.], batch size: 48, lr: 5.29e-04
2022-08-23 14:22:02,384 INFO [train.py:927] (5/8) Epoch 6, batch 12500, giga_loss[loss=0.2301, simple_loss=0.2967, pruned_loss=0.08175, over 12260.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02814, over 42.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2979, pruned_loss=0.07005, over 2471433.73 frames. utt_duration=643.6 frames, utt_pad_proportion=0.05945, over 15396.05 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3052, pruned_loss=0.06652, over 2461768.60 frames. utt_duration=1281 frames, utt_pad_proportion=0.04918, over 7697.37 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2981, pruned_loss=0.07054, over 2472046.67 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06003, over 16133.12 utterances.], batch size: 42, lr: 5.29e-04
2022-08-23 14:23:52,000 INFO [train.py:927] (5/8) Epoch 6, batch 12550, giga_loss[loss=0.1961, simple_loss=0.2915, pruned_loss=0.05033, over 12459.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03065, over 75.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3007, pruned_loss=0.07056, over 2472070.91 frames. utt_duration=618 frames, utt_pad_proportion=0.05666, over 16039.44 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3053, pruned_loss=0.06658, over 2462200.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.04855, over 7692.36 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3005, pruned_loss=0.07105, over 2472556.07 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05765, over 16947.19 utterances.], batch size: 75, lr: 5.29e-04
2022-08-23 14:25:33,334 INFO [train.py:927] (5/8) Epoch 6, batch 12600, giga_loss[loss=0.2507, simple_loss=0.3309, pruned_loss=0.08523, over 12373.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05485, over 181.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3021, pruned_loss=0.07052, over 2472674.36 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06081, over 17486.87 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3056, pruned_loss=0.06684, over 2462204.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.0529, over 7762.05 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3016, pruned_loss=0.07071, over 2473189.06 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05965, over 18263.14 utterances.], batch size: 181, lr: 5.28e-04
2022-08-23 14:27:12,969 INFO [train.py:927] (5/8) Epoch 6, batch 12650, giga_loss[loss=0.2225, simple_loss=0.3068, pruned_loss=0.0691, over 12445.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03763, over 123.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3018, pruned_loss=0.06992, over 2473374.92 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06068, over 17913.55 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3057, pruned_loss=0.06696, over 2461931.37 frames. utt_duration=1270 frames, utt_pad_proportion=0.05266, over 7761.82 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3012, pruned_loss=0.07004, over 2474347.31 frames. utt_duration=527.5 frames, utt_pad_proportion=0.05997, over 18815.49 utterances.], batch size: 123, lr: 5.28e-04
2022-08-23 14:28:54,070 INFO [train.py:927] (5/8) Epoch 6, batch 12700, giga_loss[loss=0.2324, simple_loss=0.313, pruned_loss=0.07586, over 12328.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02807, over 74.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3031, pruned_loss=0.07074, over 2473554.37 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06224, over 18157.08 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3062, pruned_loss=0.06744, over 2462183.81 frames. utt_duration=1272 frames, utt_pad_proportion=0.05184, over 7752.64 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3021, pruned_loss=0.07046, over 2474311.38 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06196, over 19062.43 utterances.], batch size: 74, lr: 5.28e-04
2022-08-23 14:30:34,082 INFO [train.py:927] (5/8) Epoch 6, batch 12750, giga_loss[loss=0.2198, simple_loss=0.3041, pruned_loss=0.06776, over 12377.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3054, pruned_loss=0.07121, over 2473506.40 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05969, over 17299.04 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3076, pruned_loss=0.06803, over 2462309.66 frames. utt_duration=1260 frames, utt_pad_proportion=0.05567, over 7823.80 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3032, pruned_loss=0.07055, over 2474497.45 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05812, over 18372.60 utterances.], batch size: 133, lr: 5.28e-04
2022-08-23 14:32:14,295 INFO [train.py:927] (5/8) Epoch 6, batch 12800, giga_loss[loss=0.2306, simple_loss=0.318, pruned_loss=0.07157, over 12338.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03128, over 85.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3066, pruned_loss=0.07197, over 2472998.59 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06526, over 17667.59 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3076, pruned_loss=0.06832, over 2462276.07 frames. utt_duration=1265 frames, utt_pad_proportion=0.05433, over 7796.32 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3049, pruned_loss=0.07132, over 2474186.32 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06435, over 18875.27 utterances.], batch size: 85, lr: 5.28e-04
2022-08-23 14:33:57,300 INFO [train.py:927] (5/8) Epoch 6, batch 12850, libri_loss[loss=0.2162, simple_loss=0.2944, pruned_loss=0.06904, over 12222.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.00678, over 31.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3063, pruned_loss=0.07189, over 2472585.38 frames. utt_duration=584.1 frames, utt_pad_proportion=0.06296, over 16975.96 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3065, pruned_loss=0.06807, over 2461949.30 frames. utt_duration=1274 frames, utt_pad_proportion=0.05319, over 7736.41 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3058, pruned_loss=0.0717, over 2474159.23 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06287, over 18298.40 utterances.], batch size: 31, lr: 5.28e-04
2022-08-23 14:35:38,350 INFO [train.py:927] (5/8) Epoch 6, batch 12900, giga_loss[loss=0.2058, simple_loss=0.2951, pruned_loss=0.05821, over 12350.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02979, over 66.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3053, pruned_loss=0.07147, over 2472562.49 frames. utt_duration=607.5 frames, utt_pad_proportion=0.06018, over 16319.57 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3064, pruned_loss=0.0683, over 2461968.72 frames. utt_duration=1278 frames, utt_pad_proportion=0.05243, over 7712.90 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.305, pruned_loss=0.07117, over 2473974.11 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06067, over 17551.56 utterances.], batch size: 66, lr: 5.28e-04
2022-08-23 14:37:17,476 INFO [train.py:927] (5/8) Epoch 6, batch 12950, giga_loss[loss=0.1929, simple_loss=0.2792, pruned_loss=0.05333, over 12437.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03765, over 105.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3032, pruned_loss=0.07078, over 2472741.51 frames. utt_duration=614 frames, utt_pad_proportion=0.06248, over 16147.52 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3074, pruned_loss=0.06908, over 2462158.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05647, over 7793.61 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.302, pruned_loss=0.06988, over 2473882.93 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06108, over 17202.35 utterances.], batch size: 105, lr: 5.28e-04
2022-08-23 14:38:56,412 INFO [train.py:927] (5/8) Epoch 6, batch 13000, giga_loss[loss=0.2575, simple_loss=0.3417, pruned_loss=0.08669, over 12358.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04043, over 145.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3031, pruned_loss=0.06972, over 2472554.43 frames. utt_duration=613.8 frames, utt_pad_proportion=0.06, over 16152.69 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3077, pruned_loss=0.06939, over 2462667.80 frames. utt_duration=1268 frames, utt_pad_proportion=0.05539, over 7776.98 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3018, pruned_loss=0.06876, over 2473247.28 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05952, over 17194.86 utterances.], batch size: 145, lr: 5.28e-04
2022-08-23 14:40:37,593 INFO [train.py:927] (5/8) Epoch 6, batch 13050, giga_loss[loss=0.2079, simple_loss=0.2879, pruned_loss=0.0639, over 12332.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03143, over 70.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3043, pruned_loss=0.07027, over 2472776.64 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05705, over 16948.33 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3075, pruned_loss=0.06943, over 2462692.40 frames. utt_duration=1273 frames, utt_pad_proportion=0.05394, over 7747.08 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3033, pruned_loss=0.0695, over 2473588.85 frames. utt_duration=548.8 frames, utt_pad_proportion=0.05742, over 18079.61 utterances.], batch size: 70, lr: 5.28e-04
2022-08-23 14:42:19,049 INFO [train.py:927] (5/8) Epoch 6, batch 13100, giga_loss[loss=0.2098, simple_loss=0.2808, pruned_loss=0.06942, over 12269.00 frames. utt_duration=964.1 frames, utt_pad_proportion=0.03787, over 51.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3021, pruned_loss=0.07048, over 2473335.63 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05635, over 17210.35 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3073, pruned_loss=0.06954, over 2462908.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.05338, over 7729.03 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3014, pruned_loss=0.06978, over 2473917.21 frames. utt_duration=544.2 frames, utt_pad_proportion=0.05688, over 18233.28 utterances.], batch size: 51, lr: 5.27e-04
2022-08-23 14:43:59,405 INFO [train.py:927] (5/8) Epoch 6, batch 13150, giga_loss[loss=0.2004, simple_loss=0.2783, pruned_loss=0.06121, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03577, over 40.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3006, pruned_loss=0.07082, over 2473116.70 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05343, over 16950.77 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3079, pruned_loss=0.0703, over 2463167.55 frames. utt_duration=1277 frames, utt_pad_proportion=0.05261, over 7724.83 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.2994, pruned_loss=0.0696, over 2473568.62 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05433, over 17994.81 utterances.], batch size: 40, lr: 5.27e-04
2022-08-23 14:45:38,274 INFO [train.py:927] (5/8) Epoch 6, batch 13200, giga_loss[loss=0.2048, simple_loss=0.2851, pruned_loss=0.06221, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03138, over 85.00 utterances.], tot_loss[loss=0.22, simple_loss=0.2989, pruned_loss=0.07059, over 2473517.33 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05262, over 16675.37 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3087, pruned_loss=0.07098, over 2463527.29 frames. utt_duration=1265 frames, utt_pad_proportion=0.05566, over 7798.29 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2971, pruned_loss=0.06905, over 2473729.92 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05232, over 17609.06 utterances.], batch size: 85, lr: 5.27e-04
2022-08-23 14:47:20,368 INFO [train.py:927] (5/8) Epoch 6, batch 13250, giga_loss[loss=0.1679, simple_loss=0.2554, pruned_loss=0.04022, over 12472.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02981, over 75.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2953, pruned_loss=0.06838, over 2473963.04 frames. utt_duration=620.9 frames, utt_pad_proportion=0.04994, over 15977.79 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3092, pruned_loss=0.07106, over 2463527.24 frames. utt_duration=1264 frames, utt_pad_proportion=0.05566, over 7807.14 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2931, pruned_loss=0.06703, over 2474399.80 frames. utt_duration=585.6 frames, utt_pad_proportion=0.04978, over 16944.51 utterances.], batch size: 75, lr: 5.27e-04
2022-08-23 14:49:00,808 INFO [train.py:927] (5/8) Epoch 6, batch 13300, giga_loss[loss=0.2298, simple_loss=0.3061, pruned_loss=0.07681, over 12314.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03583, over 51.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.297, pruned_loss=0.06866, over 2473194.20 frames. utt_duration=611.6 frames, utt_pad_proportion=0.04974, over 16216.19 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.31, pruned_loss=0.07134, over 2463609.20 frames. utt_duration=1261 frames, utt_pad_proportion=0.05585, over 7826.78 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2943, pruned_loss=0.06729, over 2473610.71 frames. utt_duration=580.6 frames, utt_pad_proportion=0.04953, over 17084.45 utterances.], batch size: 51, lr: 5.27e-04
2022-08-23 14:50:40,668 INFO [train.py:927] (5/8) Epoch 6, batch 13350, giga_loss[loss=0.2574, simple_loss=0.3395, pruned_loss=0.08768, over 12395.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02935, over 97.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3, pruned_loss=0.07008, over 2473636.59 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05299, over 16435.37 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3097, pruned_loss=0.07135, over 2463892.33 frames. utt_duration=1261 frames, utt_pad_proportion=0.05533, over 7825.23 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2979, pruned_loss=0.06895, over 2473898.20 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05285, over 17273.04 utterances.], batch size: 97, lr: 5.27e-04
2022-08-23 14:52:21,105 INFO [train.py:927] (5/8) Epoch 6, batch 13400, libri_loss[loss=0.2359, simple_loss=0.3136, pruned_loss=0.07912, over 12441.00 frames. utt_duration=958.4 frames, utt_pad_proportion=0.07218, over 52.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3025, pruned_loss=0.07132, over 2474409.93 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05299, over 16709.19 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3096, pruned_loss=0.0716, over 2464228.18 frames. utt_duration=1262 frames, utt_pad_proportion=0.05462, over 7816.83 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3007, pruned_loss=0.07017, over 2474520.71 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05315, over 17591.27 utterances.], batch size: 52, lr: 5.27e-04
2022-08-23 14:54:06,569 INFO [train.py:927] (5/8) Epoch 6, batch 13450, giga_loss[loss=0.2902, simple_loss=0.3555, pruned_loss=0.1124, over 12406.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03844, over 105.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3078, pruned_loss=0.07522, over 2474507.66 frames. utt_duration=584.2 frames, utt_pad_proportion=0.05546, over 16986.30 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3097, pruned_loss=0.07203, over 2464209.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05366, over 7805.38 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3062, pruned_loss=0.07397, over 2474869.64 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05584, over 17901.48 utterances.], batch size: 105, lr: 5.27e-04
2022-08-23 14:55:47,323 INFO [train.py:927] (5/8) Epoch 6, batch 13500, giga_loss[loss=0.3131, simple_loss=0.3761, pruned_loss=0.125, over 12357.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02909, over 91.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.316, pruned_loss=0.08089, over 2474571.60 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05909, over 17885.30 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3103, pruned_loss=0.07246, over 2464544.74 frames. utt_duration=1267 frames, utt_pad_proportion=0.05275, over 7791.46 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3143, pruned_loss=0.07965, over 2474766.76 frames. utt_duration=526.8 frames, utt_pad_proportion=0.05957, over 18844.22 utterances.], batch size: 91, lr: 5.27e-04
2022-08-23 14:57:31,015 INFO [train.py:927] (5/8) Epoch 6, batch 13550, giga_loss[loss=0.3215, simple_loss=0.3771, pruned_loss=0.133, over 12368.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06544, over 183.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3243, pruned_loss=0.08749, over 2475415.58 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06349, over 19249.36 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3106, pruned_loss=0.07272, over 2464657.64 frames. utt_duration=1257 frames, utt_pad_proportion=0.05669, over 7853.26 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3228, pruned_loss=0.08643, over 2475609.65 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06245, over 20090.81 utterances.], batch size: 183, lr: 5.27e-04
2022-08-23 14:59:15,885 INFO [train.py:927] (5/8) Epoch 6, batch 13600, giga_loss[loss=0.2577, simple_loss=0.3294, pruned_loss=0.09298, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02715, over 48.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3308, pruned_loss=0.09347, over 2475891.63 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06438, over 20135.28 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3109, pruned_loss=0.07324, over 2464846.46 frames. utt_duration=1259 frames, utt_pad_proportion=0.05584, over 7843.20 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3296, pruned_loss=0.0925, over 2476086.56 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06387, over 21019.48 utterances.], batch size: 48, lr: 5.27e-04
2022-08-23 15:01:04,186 INFO [train.py:927] (5/8) Epoch 6, batch 13650, giga_loss[loss=0.2383, simple_loss=0.3164, pruned_loss=0.08006, over 12370.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03112, over 51.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3345, pruned_loss=0.09714, over 2475557.56 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06108, over 19925.54 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3114, pruned_loss=0.07388, over 2465087.76 frames. utt_duration=1256 frames, utt_pad_proportion=0.05548, over 7859.67 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3339, pruned_loss=0.09646, over 2475832.38 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06099, over 21006.30 utterances.], batch size: 51, lr: 5.26e-04
2022-08-23 15:02:51,696 INFO [train.py:927] (5/8) Epoch 6, batch 13700, giga_loss[loss=0.2663, simple_loss=0.3334, pruned_loss=0.09957, over 12363.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02894, over 70.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3391, pruned_loss=0.1015, over 2475884.92 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07064, over 20850.04 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3115, pruned_loss=0.07421, over 2465024.48 frames. utt_duration=1257 frames, utt_pad_proportion=0.05494, over 7854.33 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3393, pruned_loss=0.1015, over 2476529.14 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07046, over 22144.74 utterances.], batch size: 70, lr: 5.26e-04
2022-08-23 15:04:41,011 INFO [train.py:927] (5/8) Epoch 6, batch 13750, libri_loss[loss=0.3139, simple_loss=0.3866, pruned_loss=0.1206, over 12169.00 frames. utt_duration=1283 frames, utt_pad_proportion=0.006482, over 38.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3414, pruned_loss=0.1048, over 2476044.39 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07522, over 21634.07 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.312, pruned_loss=0.07451, over 2464838.99 frames. utt_duration=1258 frames, utt_pad_proportion=0.05456, over 7844.54 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3414, pruned_loss=0.1049, over 2476893.77 frames. utt_duration=435 frames, utt_pad_proportion=0.07505, over 22851.25 utterances.], batch size: 38, lr: 5.26e-04
2022-08-23 15:06:25,040 INFO [train.py:927] (5/8) Epoch 6, batch 13800, giga_loss[loss=0.3169, simple_loss=0.3739, pruned_loss=0.1299, over 12409.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05292, over 162.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3425, pruned_loss=0.105, over 2475757.66 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07437, over 21763.62 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3118, pruned_loss=0.07457, over 2464699.37 frames. utt_duration=1261 frames, utt_pad_proportion=0.0543, over 7824.86 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3433, pruned_loss=0.1055, over 2476768.91 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07446, over 22994.64 utterances.], batch size: 162, lr: 5.26e-04
2022-08-23 15:08:06,814 INFO [train.py:927] (5/8) Epoch 6, batch 13850, giga_loss[loss=0.2059, simple_loss=0.2942, pruned_loss=0.05879, over 12437.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03266, over 75.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3423, pruned_loss=0.1045, over 2475648.80 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08262, over 22936.50 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3123, pruned_loss=0.07506, over 2464951.34 frames. utt_duration=1259 frames, utt_pad_proportion=0.05362, over 7839.18 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3432, pruned_loss=0.1052, over 2476485.36 frames. utt_duration=410 frames, utt_pad_proportion=0.08276, over 24249.15 utterances.], batch size: 75, lr: 5.26e-04
2022-08-23 15:09:55,222 INFO [train.py:927] (5/8) Epoch 6, batch 13900, giga_loss[loss=0.2091, simple_loss=0.3059, pruned_loss=0.05616, over 12306.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.049, over 26.00 utterances.], tot_loss[loss=0.268, simple_loss=0.338, pruned_loss=0.09901, over 2473806.87 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07778, over 21139.45 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.312, pruned_loss=0.07523, over 2464759.26 frames. utt_duration=1264 frames, utt_pad_proportion=0.05267, over 7807.42 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3395, pruned_loss=0.1, over 2474847.57 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07859, over 22529.20 utterances.], batch size: 26, lr: 5.26e-04
2022-08-23 15:11:39,914 INFO [train.py:927] (5/8) Epoch 6, batch 13950, giga_loss[loss=0.2276, simple_loss=0.3118, pruned_loss=0.07168, over 12382.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.02806, over 58.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3347, pruned_loss=0.09612, over 2474029.35 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07823, over 20959.37 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3123, pruned_loss=0.07565, over 2464799.19 frames. utt_duration=1265 frames, utt_pad_proportion=0.05178, over 7806.03 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3364, pruned_loss=0.09716, over 2475074.29 frames. utt_duration=443 frames, utt_pad_proportion=0.07936, over 22420.61 utterances.], batch size: 58, lr: 5.26e-04
2022-08-23 15:13:24,887 INFO [train.py:927] (5/8) Epoch 6, batch 14000, giga_loss[loss=0.3102, simple_loss=0.3635, pruned_loss=0.1285, over 12373.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06035, over 182.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3337, pruned_loss=0.09533, over 2474653.49 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07333, over 20929.54 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3126, pruned_loss=0.07588, over 2465082.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.05106, over 7795.00 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3351, pruned_loss=0.09631, over 2475396.48 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07487, over 22332.89 utterances.], batch size: 182, lr: 5.26e-04
2022-08-23 15:15:18,042 INFO [train.py:927] (5/8) Epoch 6, batch 14050, giga_loss[loss=0.2451, simple_loss=0.3371, pruned_loss=0.07655, over 12354.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02603, over 66.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3329, pruned_loss=0.09429, over 2474937.62 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07345, over 20747.31 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3127, pruned_loss=0.07598, over 2465395.67 frames. utt_duration=1264 frames, utt_pad_proportion=0.05079, over 7810.97 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3342, pruned_loss=0.09522, over 2475373.97 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07489, over 22012.16 utterances.], batch size: 66, lr: 5.26e-04
2022-08-23 15:17:05,687 INFO [train.py:927] (5/8) Epoch 6, batch 14100, giga_loss[loss=0.2588, simple_loss=0.3438, pruned_loss=0.08692, over 12482.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03264, over 40.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.334, pruned_loss=0.09329, over 2474693.34 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07831, over 21523.68 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.313, pruned_loss=0.07622, over 2465574.07 frames. utt_duration=1264 frames, utt_pad_proportion=0.05039, over 7808.88 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3349, pruned_loss=0.09397, over 2474960.57 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07938, over 22637.09 utterances.], batch size: 40, lr: 5.26e-04
2022-08-23 15:18:53,092 INFO [train.py:927] (5/8) Epoch 6, batch 14150, giga_loss[loss=0.2678, simple_loss=0.3401, pruned_loss=0.09778, over 12399.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04386, over 146.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3338, pruned_loss=0.09337, over 2474659.59 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07437, over 21535.65 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3131, pruned_loss=0.07655, over 2465546.99 frames. utt_duration=1264 frames, utt_pad_proportion=0.0502, over 7810.77 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3351, pruned_loss=0.09412, over 2475167.24 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07575, over 22841.07 utterances.], batch size: 146, lr: 5.26e-04
2022-08-23 15:20:39,961 INFO [train.py:927] (5/8) Epoch 6, batch 14200, giga_loss[loss=0.2258, simple_loss=0.3085, pruned_loss=0.07156, over 12359.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03109, over 51.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3315, pruned_loss=0.09286, over 2473948.11 frames. utt_duration=461 frames, utt_pad_proportion=0.07519, over 21532.27 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3134, pruned_loss=0.07696, over 2465429.06 frames. utt_duration=1255 frames, utt_pad_proportion=0.05366, over 7870.03 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3328, pruned_loss=0.09351, over 2474659.99 frames. utt_duration=435 frames, utt_pad_proportion=0.07553, over 22832.43 utterances.], batch size: 51, lr: 5.26e-04
2022-08-23 15:22:27,260 INFO [train.py:927] (5/8) Epoch 6, batch 14250, giga_loss[loss=0.2428, simple_loss=0.3183, pruned_loss=0.0837, over 12428.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05457, over 162.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3295, pruned_loss=0.09108, over 2473656.71 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07149, over 20380.71 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3139, pruned_loss=0.07734, over 2465658.12 frames. utt_duration=1238 frames, utt_pad_proportion=0.05927, over 7978.59 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3302, pruned_loss=0.09145, over 2474124.76 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07023, over 21481.31 utterances.], batch size: 162, lr: 5.25e-04
2022-08-23 15:24:09,478 INFO [train.py:927] (5/8) Epoch 6, batch 14300, libri_loss[loss=0.356, simple_loss=0.3943, pruned_loss=0.1589, over 12453.00 frames. utt_duration=409.8 frames, utt_pad_proportion=0.3597, over 122.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3292, pruned_loss=0.09015, over 2473930.82 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06924, over 19971.73 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3147, pruned_loss=0.07808, over 2465773.28 frames. utt_duration=1222 frames, utt_pad_proportion=0.06408, over 8080.69 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3293, pruned_loss=0.08989, over 2474307.45 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06653, over 20918.95 utterances.], batch size: 122, lr: 5.25e-04
2022-08-23 15:25:55,195 INFO [train.py:927] (5/8) Epoch 6, batch 14350, libri_loss[loss=0.2613, simple_loss=0.3445, pruned_loss=0.08909, over 12407.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02318, over 43.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3277, pruned_loss=0.08937, over 2474552.60 frames. utt_duration=500.2 frames, utt_pad_proportion=0.06679, over 19847.01 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3148, pruned_loss=0.07813, over 2465785.13 frames. utt_duration=1226 frames, utt_pad_proportion=0.06333, over 8056.37 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3279, pruned_loss=0.08931, over 2474972.28 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06501, over 20822.13 utterances.], batch size: 43, lr: 5.25e-04
2022-08-23 15:27:38,506 INFO [train.py:927] (5/8) Epoch 6, batch 14400, giga_loss[loss=0.2762, simple_loss=0.3425, pruned_loss=0.1049, over 12376.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.0598, over 182.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3271, pruned_loss=0.08995, over 2474461.77 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06938, over 20543.34 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3147, pruned_loss=0.0783, over 2466077.70 frames. utt_duration=1227 frames, utt_pad_proportion=0.06302, over 8047.37 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3276, pruned_loss=0.09, over 2474735.69 frames. utt_duration=459.7 frames, utt_pad_proportion=0.06806, over 21599.81 utterances.], batch size: 182, lr: 5.25e-04
2022-08-23 15:29:25,289 INFO [train.py:927] (5/8) Epoch 6, batch 14450, giga_loss[loss=0.3538, simple_loss=0.39, pruned_loss=0.1588, over 12362.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3248, pruned_loss=0.08918, over 2474881.25 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06991, over 20373.50 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3144, pruned_loss=0.07838, over 2466248.30 frames. utt_duration=1233 frames, utt_pad_proportion=0.06189, over 8011.51 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3257, pruned_loss=0.08941, over 2475145.47 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06928, over 21538.98 utterances.], batch size: 257, lr: 5.25e-04
2022-08-23 15:31:09,078 INFO [train.py:927] (5/8) Epoch 6, batch 14500, libri_loss[loss=0.316, simple_loss=0.3706, pruned_loss=0.1307, over 12295.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005795, over 35.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3248, pruned_loss=0.08944, over 2474685.51 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06743, over 19583.42 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3148, pruned_loss=0.07873, over 2466523.44 frames. utt_duration=1236 frames, utt_pad_proportion=0.06061, over 7990.39 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3254, pruned_loss=0.08958, over 2474894.59 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06755, over 20872.30 utterances.], batch size: 35, lr: 5.25e-04
2022-08-23 15:32:58,787 INFO [train.py:927] (5/8) Epoch 6, batch 14550, giga_loss[loss=0.2338, simple_loss=0.3121, pruned_loss=0.07775, over 12342.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3245, pruned_loss=0.08843, over 2473146.96 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07277, over 19795.48 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3147, pruned_loss=0.07871, over 2466265.15 frames. utt_duration=1234 frames, utt_pad_proportion=0.06077, over 8002.64 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3252, pruned_loss=0.0887, over 2473626.88 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07256, over 20950.78 utterances.], batch size: 97, lr: 5.25e-04
2022-08-23 15:34:41,417 INFO [train.py:927] (5/8) Epoch 6, batch 14600, giga_loss[loss=0.2885, simple_loss=0.3408, pruned_loss=0.1181, over 12400.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07717, over 213.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3241, pruned_loss=0.08809, over 2473873.95 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07305, over 19932.76 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3141, pruned_loss=0.07854, over 2466309.42 frames. utt_duration=1236 frames, utt_pad_proportion=0.05969, over 7989.09 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3256, pruned_loss=0.08882, over 2474482.88 frames. utt_duration=464.9 frames, utt_pad_proportion=0.0734, over 21356.70 utterances.], batch size: 213, lr: 5.25e-04
2022-08-23 15:36:26,835 INFO [train.py:927] (5/8) Epoch 6, batch 14650, giga_loss[loss=0.2283, simple_loss=0.3034, pruned_loss=0.07656, over 12338.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02782, over 48.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3269, pruned_loss=0.09082, over 2473920.36 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07619, over 20072.19 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3142, pruned_loss=0.07873, over 2466288.33 frames. utt_duration=1241 frames, utt_pad_proportion=0.05818, over 7955.96 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3283, pruned_loss=0.09158, over 2474699.02 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07696, over 21639.48 utterances.], batch size: 48, lr: 5.25e-04
2022-08-23 15:38:11,503 INFO [train.py:927] (5/8) Epoch 6, batch 14700, giga_loss[loss=0.3094, simple_loss=0.3573, pruned_loss=0.1307, over 12376.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06509, over 183.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3274, pruned_loss=0.09227, over 2474022.60 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07369, over 19793.20 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3145, pruned_loss=0.07913, over 2466237.69 frames. utt_duration=1238 frames, utt_pad_proportion=0.05792, over 7978.98 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3285, pruned_loss=0.09279, over 2474859.90 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07472, over 21297.18 utterances.], batch size: 183, lr: 5.25e-04
2022-08-23 15:39:57,177 INFO [train.py:927] (5/8) Epoch 6, batch 14750, giga_loss[loss=0.3029, simple_loss=0.36, pruned_loss=0.1229, over 12366.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07562, over 212.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3268, pruned_loss=0.09212, over 2473544.65 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07644, over 20235.16 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3147, pruned_loss=0.07918, over 2466139.50 frames. utt_duration=1239 frames, utt_pad_proportion=0.05772, over 7970.08 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3276, pruned_loss=0.09254, over 2474327.43 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07718, over 21476.50 utterances.], batch size: 212, lr: 5.25e-04
2022-08-23 15:41:39,585 INFO [train.py:927] (5/8) Epoch 6, batch 14800, giga_loss[loss=0.2457, simple_loss=0.3203, pruned_loss=0.08559, over 12389.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04068, over 133.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3279, pruned_loss=0.09169, over 2474324.66 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0772, over 20795.97 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.316, pruned_loss=0.0796, over 2466352.53 frames. utt_duration=1241 frames, utt_pad_proportion=0.05686, over 7956.87 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3275, pruned_loss=0.09188, over 2474888.44 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07815, over 22030.66 utterances.], batch size: 133, lr: 5.24e-04
2022-08-23 15:43:26,816 INFO [train.py:927] (5/8) Epoch 6, batch 14850, giga_loss[loss=0.2436, simple_loss=0.3186, pruned_loss=0.08427, over 12404.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.325, pruned_loss=0.09008, over 2474005.58 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07458, over 20116.32 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3158, pruned_loss=0.07961, over 2466172.23 frames. utt_duration=1237 frames, utt_pad_proportion=0.05928, over 7984.04 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3254, pruned_loss=0.09069, over 2474976.82 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07497, over 21631.67 utterances.], batch size: 146, lr: 5.24e-04
2022-08-23 15:45:10,448 INFO [train.py:927] (5/8) Epoch 6, batch 14900, giga_loss[loss=0.2666, simple_loss=0.3492, pruned_loss=0.09197, over 12330.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03521, over 62.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3249, pruned_loss=0.09094, over 2474098.30 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07382, over 20701.82 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3154, pruned_loss=0.07957, over 2466131.31 frames. utt_duration=1242 frames, utt_pad_proportion=0.05858, over 7952.61 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3256, pruned_loss=0.09166, over 2475042.69 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07446, over 22154.48 utterances.], batch size: 62, lr: 5.24e-04
2022-08-23 15:46:58,355 INFO [train.py:927] (5/8) Epoch 6, batch 14950, giga_loss[loss=0.2251, simple_loss=0.3234, pruned_loss=0.0634, over 12413.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02849, over 62.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3273, pruned_loss=0.09098, over 2474602.12 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07645, over 20561.23 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3151, pruned_loss=0.07959, over 2466368.14 frames. utt_duration=1240 frames, utt_pad_proportion=0.0585, over 7964.29 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3285, pruned_loss=0.09184, over 2475353.71 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07697, over 22064.36 utterances.], batch size: 62, lr: 5.24e-04
2022-08-23 15:48:42,241 INFO [train.py:927] (5/8) Epoch 6, batch 15000, libri_loss[loss=0.2705, simple_loss=0.334, pruned_loss=0.1035, over 12155.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005842, over 36.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3299, pruned_loss=0.09245, over 2474201.54 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07813, over 21362.32 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3152, pruned_loss=0.07978, over 2466120.82 frames. utt_duration=1240 frames, utt_pad_proportion=0.05789, over 7966.79 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.331, pruned_loss=0.09313, over 2475162.40 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07874, over 22744.07 utterances.], batch size: 36, lr: 5.24e-04
2022-08-23 15:48:42,242 INFO [train.py:958] (5/8) Computing validation loss
2022-08-23 15:48:56,174 INFO [train.py:967] (5/8) 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] (5/8) Epoch 6, batch 15050, giga_loss[loss=0.2353, simple_loss=0.3225, pruned_loss=0.07406, over 12345.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02972, over 91.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.331, pruned_loss=0.09335, over 2473877.17 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07185, over 20740.74 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3153, pruned_loss=0.08012, over 2466167.74 frames. utt_duration=1245 frames, utt_pad_proportion=0.05663, over 7936.13 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3321, pruned_loss=0.09394, over 2474829.28 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07327, over 22229.24 utterances.], batch size: 91, lr: 5.24e-04
2022-08-23 15:52:23,480 INFO [train.py:927] (5/8) Epoch 6, batch 15100, giga_loss[loss=0.2737, simple_loss=0.3532, pruned_loss=0.09708, over 12365.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03613, over 122.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3304, pruned_loss=0.09341, over 2474394.13 frames. utt_duration=470 frames, utt_pad_proportion=0.07292, over 21122.99 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3155, pruned_loss=0.08017, over 2466333.42 frames. utt_duration=1246 frames, utt_pad_proportion=0.05575, over 7925.47 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3315, pruned_loss=0.09406, over 2475157.31 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07439, over 22552.28 utterances.], batch size: 122, lr: 5.24e-04
2022-08-23 15:54:04,423 INFO [train.py:927] (5/8) Epoch 6, batch 15150, giga_loss[loss=0.2659, simple_loss=0.3295, pruned_loss=0.1011, over 12407.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03445, over 80.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3301, pruned_loss=0.09397, over 2474335.53 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07268, over 21096.89 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3156, pruned_loss=0.08036, over 2466343.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.05606, over 7937.40 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.331, pruned_loss=0.09449, over 2475030.73 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07387, over 22383.85 utterances.], batch size: 80, lr: 5.24e-04
2022-08-23 15:55:49,089 INFO [train.py:927] (5/8) Epoch 6, batch 15200, giga_loss[loss=0.2162, simple_loss=0.2841, pruned_loss=0.07413, over 12445.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03631, over 40.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3304, pruned_loss=0.0944, over 2474993.77 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06902, over 20998.49 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3159, pruned_loss=0.08062, over 2466498.73 frames. utt_duration=1241 frames, utt_pad_proportion=0.05611, over 7959.50 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3311, pruned_loss=0.09482, over 2475554.15 frames. utt_duration=447 frames, utt_pad_proportion=0.07025, over 22225.76 utterances.], batch size: 40, lr: 5.24e-04
2022-08-23 15:57:30,156 INFO [train.py:927] (5/8) Epoch 6, batch 15250, giga_loss[loss=0.248, simple_loss=0.3277, pruned_loss=0.08419, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03649, over 105.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3276, pruned_loss=0.09315, over 2475184.52 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06971, over 20482.43 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3155, pruned_loss=0.08063, over 2467068.79 frames. utt_duration=1233 frames, utt_pad_proportion=0.05935, over 8013.06 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3291, pruned_loss=0.09409, over 2475491.37 frames. utt_duration=450.8 frames, utt_pad_proportion=0.06988, over 22039.36 utterances.], batch size: 105, lr: 5.24e-04
2022-08-23 15:59:11,178 INFO [train.py:927] (5/8) Epoch 6, batch 15300, giga_loss[loss=0.2814, simple_loss=0.3476, pruned_loss=0.1076, over 12388.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02664, over 91.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3288, pruned_loss=0.09431, over 2475228.66 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07784, over 21549.36 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3153, pruned_loss=0.08076, over 2467502.43 frames. utt_duration=1236 frames, utt_pad_proportion=0.05831, over 7996.82 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3305, pruned_loss=0.09524, over 2475266.12 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07786, over 23080.19 utterances.], batch size: 91, lr: 5.24e-04
2022-08-23 16:00:56,018 INFO [train.py:927] (5/8) Epoch 6, batch 15350, giga_loss[loss=0.2376, simple_loss=0.327, pruned_loss=0.07415, over 12450.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3296, pruned_loss=0.09469, over 2474684.50 frames. utt_duration=465.4 frames, utt_pad_proportion=0.0777, over 21336.65 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3151, pruned_loss=0.08078, over 2467488.11 frames. utt_duration=1238 frames, utt_pad_proportion=0.05774, over 7980.95 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3313, pruned_loss=0.09558, over 2474833.28 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07801, over 22749.46 utterances.], batch size: 105, lr: 5.23e-04
2022-08-23 16:02:37,803 INFO [train.py:927] (5/8) Epoch 6, batch 15400, giga_loss[loss=0.3554, simple_loss=0.3897, pruned_loss=0.1606, over 12392.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1106, over 260.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3322, pruned_loss=0.09374, over 2474258.42 frames. utt_duration=480.6 frames, utt_pad_proportion=0.072, over 20654.62 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3151, pruned_loss=0.08085, over 2467476.64 frames. utt_duration=1242 frames, utt_pad_proportion=0.05714, over 7956.37 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3337, pruned_loss=0.09456, over 2474481.47 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07283, over 21961.68 utterances.], batch size: 260, lr: 5.23e-04
2022-08-23 16:04:21,502 INFO [train.py:927] (5/8) Epoch 6, batch 15450, giga_loss[loss=0.3001, simple_loss=0.3682, pruned_loss=0.116, over 12390.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04418, over 146.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3352, pruned_loss=0.09557, over 2473867.82 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07262, over 20656.03 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3149, pruned_loss=0.08087, over 2467443.85 frames. utt_duration=1247 frames, utt_pad_proportion=0.05646, over 7927.38 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3369, pruned_loss=0.09644, over 2474211.89 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07355, over 21949.25 utterances.], batch size: 146, lr: 5.23e-04
2022-08-23 16:06:01,357 INFO [train.py:927] (5/8) Epoch 6, batch 15500, giga_loss[loss=0.2709, simple_loss=0.3414, pruned_loss=0.1002, over 12310.00 frames. utt_duration=747.7 frames, utt_pad_proportion=0.03271, over 66.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3352, pruned_loss=0.09623, over 2473191.74 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07236, over 20120.47 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3149, pruned_loss=0.08112, over 2467342.97 frames. utt_duration=1249 frames, utt_pad_proportion=0.05496, over 7911.43 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3377, pruned_loss=0.09748, over 2473881.85 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07389, over 21848.31 utterances.], batch size: 66, lr: 5.23e-04
2022-08-23 16:07:44,140 INFO [train.py:927] (5/8) Epoch 6, batch 15550, giga_loss[loss=0.242, simple_loss=0.3157, pruned_loss=0.08416, over 12337.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03046, over 91.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3362, pruned_loss=0.0971, over 2474070.88 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07899, over 21015.54 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3152, pruned_loss=0.0813, over 2467566.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.05824, over 7971.50 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3386, pruned_loss=0.09843, over 2474604.95 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07881, over 22751.91 utterances.], batch size: 91, lr: 5.23e-04
2022-08-23 16:09:27,147 INFO [train.py:927] (5/8) Epoch 6, batch 15600, giga_loss[loss=0.2418, simple_loss=0.3247, pruned_loss=0.07945, over 12386.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04302, over 37.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3343, pruned_loss=0.09408, over 2474341.00 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07706, over 20520.11 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3149, pruned_loss=0.08103, over 2467626.16 frames. utt_duration=1242 frames, utt_pad_proportion=0.05761, over 7957.79 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3371, pruned_loss=0.09584, over 2474922.58 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07753, over 22341.32 utterances.], batch size: 37, lr: 5.23e-04
2022-08-23 16:11:08,887 INFO [train.py:927] (5/8) Epoch 6, batch 15650, giga_loss[loss=0.2689, simple_loss=0.3393, pruned_loss=0.09922, over 12391.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3339, pruned_loss=0.09292, over 2473568.59 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07477, over 19938.07 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3151, pruned_loss=0.08098, over 2467326.72 frames. utt_duration=1246 frames, utt_pad_proportion=0.05679, over 7932.77 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3363, pruned_loss=0.0946, over 2474406.52 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07571, over 21620.82 utterances.], batch size: 113, lr: 5.23e-04
2022-08-23 16:12:52,056 INFO [train.py:927] (5/8) Epoch 6, batch 15700, giga_loss[loss=0.2496, simple_loss=0.3216, pruned_loss=0.08877, over 12459.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03051, over 80.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3327, pruned_loss=0.09319, over 2474061.04 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07278, over 20083.72 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3148, pruned_loss=0.08086, over 2467284.94 frames. utt_duration=1252 frames, utt_pad_proportion=0.05592, over 7890.90 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3353, pruned_loss=0.09491, over 2474907.10 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07403, over 21741.41 utterances.], batch size: 80, lr: 5.23e-04
2022-08-23 16:14:34,127 INFO [train.py:927] (5/8) Epoch 6, batch 15750, giga_loss[loss=0.3294, simple_loss=0.3647, pruned_loss=0.147, over 12387.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3317, pruned_loss=0.09383, over 2474327.39 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07643, over 20699.31 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3151, pruned_loss=0.08132, over 2467466.87 frames. utt_duration=1247 frames, utt_pad_proportion=0.05607, over 7923.54 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3341, pruned_loss=0.09519, over 2475066.02 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07737, over 22414.67 utterances.], batch size: 257, lr: 5.23e-04
2022-08-23 16:16:15,861 INFO [train.py:927] (5/8) Epoch 6, batch 15800, giga_loss[loss=0.2339, simple_loss=0.3046, pruned_loss=0.08159, over 12467.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0344, over 86.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3297, pruned_loss=0.09347, over 2474398.49 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07597, over 20892.36 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3148, pruned_loss=0.08118, over 2467523.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.05566, over 7908.34 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.332, pruned_loss=0.09478, over 2474987.76 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07689, over 22362.55 utterances.], batch size: 86, lr: 5.23e-04
2022-08-23 16:17:57,079 INFO [train.py:927] (5/8) Epoch 6, batch 15850, giga_loss[loss=0.2235, simple_loss=0.3225, pruned_loss=0.06228, over 12321.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02833, over 74.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3266, pruned_loss=0.09059, over 2474999.70 frames. utt_duration=464.4 frames, utt_pad_proportion=0.0742, over 21384.65 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3147, pruned_loss=0.08121, over 2467655.59 frames. utt_duration=1251 frames, utt_pad_proportion=0.05549, over 7897.80 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3286, pruned_loss=0.09164, over 2475369.99 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0751, over 22608.18 utterances.], batch size: 74, lr: 5.23e-04
2022-08-23 16:19:45,044 INFO [train.py:927] (5/8) Epoch 6, batch 15900, giga_loss[loss=0.2531, simple_loss=0.3302, pruned_loss=0.08805, over 12442.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03222, over 75.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3249, pruned_loss=0.08872, over 2474974.86 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07188, over 21279.42 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.315, pruned_loss=0.08128, over 2467628.20 frames. utt_duration=1252 frames, utt_pad_proportion=0.05507, over 7894.84 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3262, pruned_loss=0.08955, over 2475360.55 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07288, over 22367.87 utterances.], batch size: 75, lr: 5.22e-04
2022-08-23 16:21:30,826 INFO [train.py:927] (5/8) Epoch 6, batch 15950, giga_loss[loss=0.2353, simple_loss=0.3121, pruned_loss=0.0793, over 12435.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.02915, over 80.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3235, pruned_loss=0.08873, over 2474570.02 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07438, over 21790.51 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.315, pruned_loss=0.08119, over 2467318.55 frames. utt_duration=1251 frames, utt_pad_proportion=0.05527, over 7899.23 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3247, pruned_loss=0.08956, over 2475245.51 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07509, over 22827.36 utterances.], batch size: 80, lr: 5.22e-04
2022-08-23 16:23:13,355 INFO [train.py:927] (5/8) Epoch 6, batch 16000, giga_loss[loss=0.3199, simple_loss=0.373, pruned_loss=0.1334, over 12416.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07163, over 212.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3245, pruned_loss=0.08894, over 2473979.08 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07361, over 21596.16 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3149, pruned_loss=0.08122, over 2467316.73 frames. utt_duration=1241 frames, utt_pad_proportion=0.05871, over 7959.33 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3257, pruned_loss=0.08974, over 2474678.25 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07322, over 22665.87 utterances.], batch size: 212, lr: 5.22e-04
2022-08-23 16:24:56,204 INFO [train.py:927] (5/8) Epoch 6, batch 16050, giga_loss[loss=0.213, simple_loss=0.2984, pruned_loss=0.06373, over 12353.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02957, over 70.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3238, pruned_loss=0.08878, over 2474178.82 frames. utt_duration=464.2 frames, utt_pad_proportion=0.073, over 21387.36 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3149, pruned_loss=0.0812, over 2467518.41 frames. utt_duration=1242 frames, utt_pad_proportion=0.05773, over 7957.70 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3251, pruned_loss=0.08964, over 2474745.50 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07316, over 22612.15 utterances.], batch size: 70, lr: 5.22e-04
2022-08-23 16:26:39,857 INFO [train.py:927] (5/8) Epoch 6, batch 16100, giga_loss[loss=0.2532, simple_loss=0.3319, pruned_loss=0.08724, over 12187.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03232, over 36.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3254, pruned_loss=0.09037, over 2473653.60 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07437, over 21204.91 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.315, pruned_loss=0.08135, over 2467402.08 frames. utt_duration=1230 frames, utt_pad_proportion=0.06074, over 8032.96 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3265, pruned_loss=0.09111, over 2474353.92 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07359, over 22410.31 utterances.], batch size: 36, lr: 5.22e-04
2022-08-23 16:28:23,448 INFO [train.py:927] (5/8) Epoch 6, batch 16150, giga_loss[loss=0.2372, simple_loss=0.3072, pruned_loss=0.08359, over 12176.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03543, over 39.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3268, pruned_loss=0.09089, over 2473398.11 frames. utt_duration=479 frames, utt_pad_proportion=0.07147, over 20719.02 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3156, pruned_loss=0.08189, over 2467318.60 frames. utt_duration=1222 frames, utt_pad_proportion=0.0635, over 8083.03 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3275, pruned_loss=0.09128, over 2474194.13 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07028, over 22047.28 utterances.], batch size: 39, lr: 5.22e-04
2022-08-23 16:30:13,972 INFO [train.py:927] (5/8) Epoch 6, batch 16200, giga_loss[loss=0.2613, simple_loss=0.3337, pruned_loss=0.09441, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03147, over 39.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3278, pruned_loss=0.09134, over 2473328.41 frames. utt_duration=478 frames, utt_pad_proportion=0.06879, over 20761.75 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3162, pruned_loss=0.08223, over 2467492.71 frames. utt_duration=1213 frames, utt_pad_proportion=0.06665, over 8147.27 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.328, pruned_loss=0.09154, over 2473921.20 frames. utt_duration=451.5 frames, utt_pad_proportion=0.06712, over 21988.20 utterances.], batch size: 39, lr: 5.22e-04
2022-08-23 16:31:57,536 INFO [train.py:927] (5/8) Epoch 6, batch 16250, giga_loss[loss=0.2516, simple_loss=0.3144, pruned_loss=0.09445, over 12307.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03605, over 51.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.328, pruned_loss=0.09059, over 2473674.53 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07006, over 20781.94 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3165, pruned_loss=0.08256, over 2467518.23 frames. utt_duration=1211 frames, utt_pad_proportion=0.06631, over 8159.80 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3283, pruned_loss=0.09073, over 2474326.52 frames. utt_duration=447.9 frames, utt_pad_proportion=0.06886, over 22168.01 utterances.], batch size: 51, lr: 5.22e-04
2022-08-23 16:33:43,613 INFO [train.py:927] (5/8) Epoch 6, batch 16300, giga_loss[loss=0.2405, simple_loss=0.3158, pruned_loss=0.08259, over 12338.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03044, over 91.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3265, pruned_loss=0.09007, over 2473608.66 frames. utt_duration=493.5 frames, utt_pad_proportion=0.0701, over 20107.21 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3169, pruned_loss=0.08293, over 2467440.14 frames. utt_duration=1209 frames, utt_pad_proportion=0.06558, over 8171.11 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3267, pruned_loss=0.09008, over 2474396.61 frames. utt_duration=459.6 frames, utt_pad_proportion=0.0694, over 21605.66 utterances.], batch size: 91, lr: 5.22e-04
2022-08-23 16:35:26,901 INFO [train.py:927] (5/8) Epoch 6, batch 16350, giga_loss[loss=0.2531, simple_loss=0.3241, pruned_loss=0.09107, over 12350.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04917, over 26.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.326, pruned_loss=0.09033, over 2474328.91 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07189, over 20565.39 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3174, pruned_loss=0.08326, over 2467578.83 frames. utt_duration=1196 frames, utt_pad_proportion=0.06956, over 8265.80 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3258, pruned_loss=0.09012, over 2474914.52 frames. utt_duration=454.9 frames, utt_pad_proportion=0.06999, over 21831.16 utterances.], batch size: 26, lr: 5.22e-04
2022-08-23 16:37:08,152 INFO [train.py:927] (5/8) Epoch 6, batch 16400, giga_loss[loss=0.2315, simple_loss=0.317, pruned_loss=0.07301, over 12250.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02829, over 42.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3265, pruned_loss=0.09096, over 2474185.15 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07447, over 20906.90 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3182, pruned_loss=0.08334, over 2467515.10 frames. utt_duration=1202 frames, utt_pad_proportion=0.06808, over 8219.38 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3259, pruned_loss=0.09095, over 2474909.51 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07346, over 22331.16 utterances.], batch size: 42, lr: 5.22e-04
2022-08-23 16:38:51,368 INFO [train.py:927] (5/8) Epoch 6, batch 16450, giga_loss[loss=0.2472, simple_loss=0.3261, pruned_loss=0.0841, over 12445.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03828, over 123.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.328, pruned_loss=0.09224, over 2475236.20 frames. utt_duration=472 frames, utt_pad_proportion=0.07186, over 21041.91 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3187, pruned_loss=0.08356, over 2467865.67 frames. utt_duration=1198 frames, utt_pad_proportion=0.06779, over 8252.74 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3272, pruned_loss=0.09221, over 2475652.46 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07134, over 22424.93 utterances.], batch size: 123, lr: 5.21e-04
2022-08-23 16:40:35,487 INFO [train.py:927] (5/8) Epoch 6, batch 16500, giga_loss[loss=0.2355, simple_loss=0.3136, pruned_loss=0.07871, over 12392.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02677, over 66.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3282, pruned_loss=0.09304, over 2475207.20 frames. utt_duration=461 frames, utt_pad_proportion=0.07639, over 21543.42 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3188, pruned_loss=0.08362, over 2467930.08 frames. utt_duration=1200 frames, utt_pad_proportion=0.06699, over 8239.04 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3276, pruned_loss=0.09307, over 2475570.48 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07599, over 22801.46 utterances.], batch size: 66, lr: 5.21e-04
2022-08-23 16:42:24,526 INFO [train.py:927] (5/8) Epoch 6, batch 16550, libri_loss[loss=0.2039, simple_loss=0.2731, pruned_loss=0.06741, over 12396.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009007, over 30.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3267, pruned_loss=0.09236, over 2474700.55 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07935, over 21478.85 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3182, pruned_loss=0.08336, over 2467874.99 frames. utt_duration=1208 frames, utt_pad_proportion=0.06533, over 8181.43 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3271, pruned_loss=0.09295, over 2475261.26 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07959, over 22987.27 utterances.], batch size: 30, lr: 5.21e-04
2022-08-23 16:44:09,443 INFO [train.py:927] (5/8) Epoch 6, batch 16600, giga_loss[loss=0.2308, simple_loss=0.3101, pruned_loss=0.0758, over 12350.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04051, over 113.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3281, pruned_loss=0.09283, over 2475334.98 frames. utt_duration=449.9 frames, utt_pad_proportion=0.08004, over 22080.71 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08357, over 2468111.59 frames. utt_duration=1197 frames, utt_pad_proportion=0.06871, over 8254.63 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3283, pruned_loss=0.09318, over 2475632.35 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0791, over 23315.63 utterances.], batch size: 113, lr: 5.21e-04
2022-08-23 16:45:52,828 INFO [train.py:927] (5/8) Epoch 6, batch 16650, giga_loss[loss=0.2568, simple_loss=0.3261, pruned_loss=0.09379, over 12377.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03052, over 62.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3289, pruned_loss=0.0937, over 2475908.86 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07848, over 20909.99 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3185, pruned_loss=0.08377, over 2468359.03 frames. utt_duration=1188 frames, utt_pad_proportion=0.07218, over 8323.24 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3291, pruned_loss=0.09397, over 2476097.53 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07657, over 22116.70 utterances.], batch size: 62, lr: 5.21e-04
2022-08-23 16:47:35,920 INFO [train.py:927] (5/8) Epoch 6, batch 16700, giga_loss[loss=0.2431, simple_loss=0.3252, pruned_loss=0.08056, over 12433.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0358, over 105.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.329, pruned_loss=0.0933, over 2475939.33 frames. utt_duration=495 frames, utt_pad_proportion=0.07078, over 20068.37 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3185, pruned_loss=0.08388, over 2468414.12 frames. utt_duration=1196 frames, utt_pad_proportion=0.06981, over 8267.88 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3297, pruned_loss=0.09382, over 2476341.54 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0705, over 21607.08 utterances.], batch size: 105, lr: 5.21e-04
2022-08-23 16:49:19,301 INFO [train.py:927] (5/8) Epoch 6, batch 16750, giga_loss[loss=0.3027, simple_loss=0.3558, pruned_loss=0.1248, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05241, over 161.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3284, pruned_loss=0.09213, over 2476257.32 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06968, over 19787.05 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3178, pruned_loss=0.08341, over 2468448.61 frames. utt_duration=1198 frames, utt_pad_proportion=0.06892, over 8251.66 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3299, pruned_loss=0.09326, over 2476769.19 frames. utt_duration=464.9 frames, utt_pad_proportion=0.0699, over 21375.79 utterances.], batch size: 161, lr: 5.21e-04
2022-08-23 16:51:02,320 INFO [train.py:927] (5/8) Epoch 6, batch 16800, libri_loss[loss=0.2527, simple_loss=0.3122, pruned_loss=0.09662, over 12129.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005591, over 32.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3276, pruned_loss=0.09168, over 2475650.76 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06716, over 19750.53 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3177, pruned_loss=0.08347, over 2467882.90 frames. utt_duration=1202 frames, utt_pad_proportion=0.06791, over 8219.87 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3291, pruned_loss=0.09265, over 2476735.24 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06787, over 21254.80 utterances.], batch size: 32, lr: 5.21e-04
2022-08-23 16:52:45,907 INFO [train.py:927] (5/8) Epoch 6, batch 16850, giga_loss[loss=0.2416, simple_loss=0.3238, pruned_loss=0.07975, over 12465.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03434, over 86.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.328, pruned_loss=0.09159, over 2474492.25 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06898, over 19309.73 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3182, pruned_loss=0.08395, over 2467745.55 frames. utt_duration=1194 frames, utt_pad_proportion=0.07112, over 8278.17 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3289, pruned_loss=0.09215, over 2475668.24 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06825, over 20760.35 utterances.], batch size: 86, lr: 5.21e-04
2022-08-23 16:54:32,749 INFO [train.py:927] (5/8) Epoch 6, batch 16900, libri_loss[loss=0.2939, simple_loss=0.3564, pruned_loss=0.1157, over 12478.00 frames. utt_duration=757.5 frames, utt_pad_proportion=0.1392, over 66.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3283, pruned_loss=0.09281, over 2473768.81 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07161, over 19351.57 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3184, pruned_loss=0.0842, over 2467995.97 frames. utt_duration=1194 frames, utt_pad_proportion=0.07059, over 8281.44 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3291, pruned_loss=0.09319, over 2474599.69 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07101, over 20750.71 utterances.], batch size: 66, lr: 5.21e-04
2022-08-23 16:56:18,815 INFO [train.py:927] (5/8) Epoch 6, batch 16950, giga_loss[loss=0.2631, simple_loss=0.3375, pruned_loss=0.09435, over 12415.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05282, over 162.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3287, pruned_loss=0.09337, over 2473640.28 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07838, over 20064.50 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3178, pruned_loss=0.08396, over 2467513.86 frames. utt_duration=1200 frames, utt_pad_proportion=0.06968, over 8236.13 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3301, pruned_loss=0.09404, over 2474824.33 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07783, over 21415.13 utterances.], batch size: 162, lr: 5.21e-04
2022-08-23 16:58:00,202 INFO [train.py:927] (5/8) Epoch 6, batch 17000, giga_loss[loss=0.2553, simple_loss=0.3242, pruned_loss=0.09321, over 12430.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03647, over 98.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.329, pruned_loss=0.09383, over 2474296.35 frames. utt_duration=495.3 frames, utt_pad_proportion=0.08007, over 20042.79 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3176, pruned_loss=0.08394, over 2467578.36 frames. utt_duration=1205 frames, utt_pad_proportion=0.06846, over 8204.22 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3306, pruned_loss=0.09468, over 2475381.64 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08004, over 21522.28 utterances.], batch size: 98, lr: 5.21e-04
2022-08-23 16:59:41,783 INFO [train.py:927] (5/8) Epoch 6, batch 17050, giga_loss[loss=0.2699, simple_loss=0.3445, pruned_loss=0.0977, over 12409.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04298, over 146.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3286, pruned_loss=0.09316, over 2474336.14 frames. utt_duration=492 frames, utt_pad_proportion=0.07953, over 20176.03 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3179, pruned_loss=0.08434, over 2467989.74 frames. utt_duration=1194 frames, utt_pad_proportion=0.07191, over 8280.14 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3298, pruned_loss=0.0937, over 2474996.07 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07843, over 21610.11 utterances.], batch size: 146, lr: 5.20e-04
2022-08-23 17:01:28,442 INFO [train.py:927] (5/8) Epoch 6, batch 17100, giga_loss[loss=0.2509, simple_loss=0.3249, pruned_loss=0.08842, over 12418.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3289, pruned_loss=0.09387, over 2474760.89 frames. utt_duration=464.9 frames, utt_pad_proportion=0.08408, over 21362.00 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3175, pruned_loss=0.08407, over 2467977.00 frames. utt_duration=1198 frames, utt_pad_proportion=0.07109, over 8252.84 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3305, pruned_loss=0.09472, over 2475421.17 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08328, over 22745.13 utterances.], batch size: 105, lr: 5.20e-04
2022-08-23 17:03:12,061 INFO [train.py:927] (5/8) Epoch 6, batch 17150, giga_loss[loss=0.2604, simple_loss=0.3201, pruned_loss=0.1004, over 12448.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02763, over 80.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3264, pruned_loss=0.09246, over 2474982.32 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07913, over 20615.55 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3174, pruned_loss=0.08391, over 2467927.08 frames. utt_duration=1202 frames, utt_pad_proportion=0.0704, over 8221.18 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3279, pruned_loss=0.09342, over 2475650.52 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07902, over 21916.39 utterances.], batch size: 80, lr: 5.20e-04
2022-08-23 17:04:57,258 INFO [train.py:927] (5/8) Epoch 6, batch 17200, giga_loss[loss=0.2262, simple_loss=0.2973, pruned_loss=0.07761, over 12293.00 frames. utt_duration=849.5 frames, utt_pad_proportion=0.03689, over 58.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3251, pruned_loss=0.09194, over 2475313.52 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07816, over 20557.38 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3183, pruned_loss=0.08426, over 2468130.71 frames. utt_duration=1204 frames, utt_pad_proportion=0.069, over 8211.74 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3257, pruned_loss=0.09259, over 2475848.63 frames. utt_duration=452.6 frames, utt_pad_proportion=0.0787, over 21951.07 utterances.], batch size: 58, lr: 5.20e-04
2022-08-23 17:06:42,328 INFO [train.py:927] (5/8) Epoch 6, batch 17250, giga_loss[loss=0.2389, simple_loss=0.3288, pruned_loss=0.07451, over 12410.00 frames. utt_duration=405 frames, utt_pad_proportion=0.0381, over 123.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3242, pruned_loss=0.09136, over 2475088.56 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07726, over 21354.61 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3183, pruned_loss=0.08428, over 2467925.03 frames. utt_duration=1201 frames, utt_pad_proportion=0.06904, over 8230.55 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3248, pruned_loss=0.09199, over 2475834.95 frames. utt_duration=438 frames, utt_pad_proportion=0.07777, over 22687.32 utterances.], batch size: 123, lr: 5.20e-04
2022-08-23 17:08:27,603 INFO [train.py:927] (5/8) Epoch 6, batch 17300, giga_loss[loss=0.2576, simple_loss=0.3244, pruned_loss=0.09542, over 12384.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.323, pruned_loss=0.08899, over 2475411.77 frames. utt_duration=432.4 frames, utt_pad_proportion=0.08039, over 22978.16 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3183, pruned_loss=0.08456, over 2467847.82 frames. utt_duration=1190 frames, utt_pad_proportion=0.07233, over 8303.31 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3236, pruned_loss=0.08939, over 2476225.47 frames. utt_duration=409.3 frames, utt_pad_proportion=0.0798, over 24287.63 utterances.], batch size: 258, lr: 5.20e-04
2022-08-23 17:10:13,116 INFO [train.py:927] (5/8) Epoch 6, batch 17350, giga_loss[loss=0.2031, simple_loss=0.2919, pruned_loss=0.05708, over 12371.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.03126, over 51.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3196, pruned_loss=0.08494, over 2475397.09 frames. utt_duration=435.9 frames, utt_pad_proportion=0.0784, over 22791.43 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3181, pruned_loss=0.08451, over 2467950.61 frames. utt_duration=1192 frames, utt_pad_proportion=0.0711, over 8292.51 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3204, pruned_loss=0.08543, over 2476293.70 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07851, over 24465.28 utterances.], batch size: 51, lr: 5.20e-04
2022-08-23 17:11:57,117 INFO [train.py:927] (5/8) Epoch 6, batch 17400, giga_loss[loss=0.1969, simple_loss=0.2983, pruned_loss=0.04773, over 12337.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03056, over 91.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.318, pruned_loss=0.08134, over 2475445.15 frames. utt_duration=443 frames, utt_pad_proportion=0.07321, over 22425.33 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3183, pruned_loss=0.08473, over 2468253.66 frames. utt_duration=1184 frames, utt_pad_proportion=0.07454, over 8348.71 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3185, pruned_loss=0.08151, over 2476061.37 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07261, over 24030.34 utterances.], batch size: 91, lr: 5.20e-04
2022-08-23 17:13:42,958 INFO [train.py:927] (5/8) Epoch 6, batch 17450, giga_loss[loss=0.1885, simple_loss=0.2849, pruned_loss=0.0461, over 12323.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03077, over 70.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3199, pruned_loss=0.08057, over 2475871.13 frames. utt_duration=438.3 frames, utt_pad_proportion=0.06944, over 22668.04 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3201, pruned_loss=0.08485, over 2468305.01 frames. utt_duration=1186 frames, utt_pad_proportion=0.07373, over 8333.60 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3187, pruned_loss=0.08053, over 2476396.11 frames. utt_duration=411.8 frames, utt_pad_proportion=0.0694, over 24138.22 utterances.], batch size: 70, lr: 5.20e-04
2022-08-23 17:15:24,377 INFO [train.py:927] (5/8) Epoch 6, batch 17500, libri_loss[loss=0.2759, simple_loss=0.3447, pruned_loss=0.1036, over 12365.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.0257, over 43.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3165, pruned_loss=0.07842, over 2476157.96 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06921, over 23365.37 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3195, pruned_loss=0.08462, over 2468213.94 frames. utt_duration=1195 frames, utt_pad_proportion=0.07166, over 8273.57 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.316, pruned_loss=0.07839, over 2476954.97 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06979, over 25184.24 utterances.], batch size: 43, lr: 5.20e-04
2022-08-23 17:17:07,473 INFO [train.py:927] (5/8) Epoch 6, batch 17550, giga_loss[loss=0.2217, simple_loss=0.3075, pruned_loss=0.06797, over 12414.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04971, over 161.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3151, pruned_loss=0.07737, over 2476033.11 frames. utt_duration=416.9 frames, utt_pad_proportion=0.07111, over 23841.70 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3192, pruned_loss=0.08458, over 2468440.41 frames. utt_duration=1184 frames, utt_pad_proportion=0.07548, over 8351.00 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3148, pruned_loss=0.0772, over 2476640.89 frames. utt_duration=388.9 frames, utt_pad_proportion=0.07019, over 25565.54 utterances.], batch size: 161, lr: 5.20e-04
2022-08-23 17:18:51,058 INFO [train.py:927] (5/8) Epoch 6, batch 17600, libri_loss[loss=0.2312, simple_loss=0.3071, pruned_loss=0.07765, over 12312.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005987, over 36.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3133, pruned_loss=0.07539, over 2476135.41 frames. utt_duration=431.4 frames, utt_pad_proportion=0.06942, over 23037.49 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3199, pruned_loss=0.08522, over 2468685.87 frames. utt_duration=1165 frames, utt_pad_proportion=0.08207, over 8489.83 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3123, pruned_loss=0.07438, over 2476655.51 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06645, over 24773.88 utterances.], batch size: 36, lr: 5.19e-04
2022-08-23 17:20:34,917 INFO [train.py:927] (5/8) Epoch 6, batch 17650, giga_loss[loss=0.192, simple_loss=0.2832, pruned_loss=0.05038, over 12390.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02647, over 70.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3082, pruned_loss=0.07262, over 2476558.45 frames. utt_duration=432.9 frames, utt_pad_proportion=0.06952, over 22962.58 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3187, pruned_loss=0.08477, over 2469171.10 frames. utt_duration=1174 frames, utt_pad_proportion=0.07979, over 8426.19 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3081, pruned_loss=0.07174, over 2476845.41 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06775, over 25053.24 utterances.], batch size: 70, lr: 5.19e-04
2022-08-23 17:22:22,119 INFO [train.py:927] (5/8) Epoch 6, batch 17700, giga_loss[loss=0.2531, simple_loss=0.3325, pruned_loss=0.0869, over 12463.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.306, pruned_loss=0.07145, over 2477133.56 frames. utt_duration=422.4 frames, utt_pad_proportion=0.06949, over 23537.90 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3185, pruned_loss=0.08469, over 2469140.10 frames. utt_duration=1176 frames, utt_pad_proportion=0.07922, over 8408.99 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3059, pruned_loss=0.0707, over 2477455.82 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06827, over 25341.97 utterances.], batch size: 98, lr: 5.19e-04
2022-08-23 17:24:16,501 INFO [train.py:927] (5/8) Epoch 6, batch 17750, giga_loss[loss=0.1963, simple_loss=0.2845, pruned_loss=0.05409, over 12229.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03932, over 28.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3059, pruned_loss=0.07024, over 2476581.40 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06892, over 23921.95 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3182, pruned_loss=0.08453, over 2468785.66 frames. utt_duration=1170 frames, utt_pad_proportion=0.08239, over 8447.83 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3059, pruned_loss=0.06956, over 2477302.94 frames. utt_duration=388.6 frames, utt_pad_proportion=0.0671, over 25595.11 utterances.], batch size: 28, lr: 5.19e-04
2022-08-23 17:26:24,527 INFO [train.py:927] (5/8) Epoch 6, batch 17800, giga_loss[loss=0.1924, simple_loss=0.2841, pruned_loss=0.05035, over 12445.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.02953, over 75.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3053, pruned_loss=0.06961, over 2477026.97 frames. utt_duration=410 frames, utt_pad_proportion=0.06873, over 24250.54 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3183, pruned_loss=0.08451, over 2468792.01 frames. utt_duration=1172 frames, utt_pad_proportion=0.08174, over 8437.38 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3051, pruned_loss=0.06895, over 2477654.31 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06748, over 25718.36 utterances.], batch size: 75, lr: 5.19e-04
2022-08-23 17:28:28,411 INFO [train.py:927] (5/8) Epoch 6, batch 17850, giga_loss[loss=0.2201, simple_loss=0.3021, pruned_loss=0.06906, over 12391.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09813, over 256.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3035, pruned_loss=0.06782, over 2477797.69 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06949, over 24939.91 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3183, pruned_loss=0.08452, over 2469086.15 frames. utt_duration=1176 frames, utt_pad_proportion=0.08086, over 8409.98 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3032, pruned_loss=0.06707, over 2478145.91 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06869, over 26339.54 utterances.], batch size: 256, lr: 5.19e-04
2022-08-23 17:30:35,089 INFO [train.py:927] (5/8) Epoch 6, batch 17900, libri_loss[loss=0.1789, simple_loss=0.255, pruned_loss=0.05134, over 12218.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.03014, over 27.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3002, pruned_loss=0.06637, over 2477801.35 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06653, over 23801.02 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3177, pruned_loss=0.08432, over 2469273.40 frames. utt_duration=1185 frames, utt_pad_proportion=0.07929, over 8347.41 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3, pruned_loss=0.0655, over 2478151.20 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06639, over 25416.03 utterances.], batch size: 27, lr: 5.19e-04
2022-08-23 17:32:26,375 INFO [train.py:927] (5/8) Epoch 6, batch 17950, giga_loss[loss=0.2323, simple_loss=0.3204, pruned_loss=0.07215, over 12423.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05034, over 161.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3, pruned_loss=0.06648, over 2477985.64 frames. utt_duration=425.5 frames, utt_pad_proportion=0.06403, over 23365.39 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3175, pruned_loss=0.0842, over 2469292.03 frames. utt_duration=1184 frames, utt_pad_proportion=0.07742, over 8351.02 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2994, pruned_loss=0.06516, over 2478615.22 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06444, over 25301.34 utterances.], batch size: 161, lr: 5.19e-04
2022-08-23 17:34:33,104 INFO [train.py:927] (5/8) Epoch 6, batch 18000, giga_loss[loss=0.199, simple_loss=0.2851, pruned_loss=0.05647, over 12283.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02439, over 54.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.301, pruned_loss=0.06659, over 2478123.16 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06625, over 23647.75 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3169, pruned_loss=0.08399, over 2469280.51 frames. utt_duration=1193 frames, utt_pad_proportion=0.07559, over 8289.69 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3005, pruned_loss=0.06512, over 2478904.75 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06689, over 25766.04 utterances.], batch size: 54, lr: 5.19e-04
2022-08-23 17:34:33,106 INFO [train.py:958] (5/8) Computing validation loss
2022-08-23 17:34:46,679 INFO [train.py:967] (5/8) 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 17:36:55,992 INFO [train.py:927] (5/8) Epoch 6, batch 18050, giga_loss[loss=0.2471, simple_loss=0.3237, pruned_loss=0.08527, over 12305.00 frames. utt_duration=704.5 frames, utt_pad_proportion=0.03359, over 70.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3003, pruned_loss=0.06625, over 2477526.29 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06484, over 23766.89 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3165, pruned_loss=0.08364, over 2469127.62 frames. utt_duration=1200 frames, utt_pad_proportion=0.07401, over 8243.57 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2997, pruned_loss=0.06489, over 2478522.30 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06585, over 25938.20 utterances.], batch size: 70, lr: 5.19e-04
2022-08-23 17:38:56,071 INFO [train.py:927] (5/8) Epoch 6, batch 18100, giga_loss[loss=0.1961, simple_loss=0.2959, pruned_loss=0.04811, over 12454.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05098, over 162.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3036, pruned_loss=0.0666, over 2478509.29 frames. utt_duration=410.9 frames, utt_pad_proportion=0.0649, over 24203.50 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3169, pruned_loss=0.08371, over 2469139.37 frames. utt_duration=1203 frames, utt_pad_proportion=0.07262, over 8218.53 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3025, pruned_loss=0.06501, over 2479539.12 frames. utt_duration=377.1 frames, utt_pad_proportion=0.066, over 26389.42 utterances.], batch size: 162, lr: 5.19e-04
2022-08-23 17:41:00,096 INFO [train.py:927] (5/8) Epoch 6, batch 18150, giga_loss[loss=0.1796, simple_loss=0.2526, pruned_loss=0.05329, over 12363.00 frames. utt_duration=141.7 frames, utt_pad_proportion=0.1666, over 352.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3038, pruned_loss=0.06563, over 2478678.59 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06652, over 24602.43 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3164, pruned_loss=0.08343, over 2469220.71 frames. utt_duration=1207 frames, utt_pad_proportion=0.07185, over 8195.93 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.303, pruned_loss=0.06414, over 2479673.29 frames. utt_duration=371.3 frames, utt_pad_proportion=0.06741, over 26799.34 utterances.], batch size: 352, lr: 5.19e-04
2022-08-23 17:43:09,080 INFO [train.py:927] (5/8) Epoch 6, batch 18200, giga_loss[loss=0.188, simple_loss=0.271, pruned_loss=0.05251, over 12264.00 frames. utt_duration=963 frames, utt_pad_proportion=0.03894, over 51.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3034, pruned_loss=0.065, over 2477705.37 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06328, over 23578.23 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.316, pruned_loss=0.08325, over 2469026.88 frames. utt_duration=1210 frames, utt_pad_proportion=0.07082, over 8173.14 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3029, pruned_loss=0.06365, over 2478838.15 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06452, over 25641.28 utterances.], batch size: 51, lr: 5.18e-04
2022-08-23 17:45:31,594 INFO [train.py:927] (5/8) Epoch 6, batch 18250, giga_loss[loss=0.2214, simple_loss=0.3098, pruned_loss=0.06654, over 12438.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.02867, over 75.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3031, pruned_loss=0.06577, over 2478334.64 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06457, over 23832.63 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3158, pruned_loss=0.08324, over 2469255.54 frames. utt_duration=1214 frames, utt_pad_proportion=0.06954, over 8145.00 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3026, pruned_loss=0.06431, over 2479240.34 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06578, over 25862.99 utterances.], batch size: 75, lr: 5.18e-04
2022-08-23 17:47:32,018 INFO [train.py:927] (5/8) Epoch 6, batch 18300, giga_loss[loss=0.2182, simple_loss=0.2988, pruned_loss=0.06879, over 12365.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.02976, over 58.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3014, pruned_loss=0.06539, over 2478989.95 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06066, over 22825.21 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3159, pruned_loss=0.08344, over 2469706.02 frames. utt_duration=1216 frames, utt_pad_proportion=0.06755, over 8134.97 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.3003, pruned_loss=0.06329, over 2479718.26 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06248, over 25112.52 utterances.], batch size: 58, lr: 5.18e-04
2022-08-23 17:49:40,364 INFO [train.py:927] (5/8) Epoch 6, batch 18350, giga_loss[loss=0.2102, simple_loss=0.3012, pruned_loss=0.05956, over 12322.00 frames. utt_duration=796.1 frames, utt_pad_proportion=0.03507, over 62.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2987, pruned_loss=0.06407, over 2478378.65 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06117, over 22503.06 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3161, pruned_loss=0.08368, over 2469633.18 frames. utt_duration=1214 frames, utt_pad_proportion=0.06708, over 8149.74 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2973, pruned_loss=0.06177, over 2479218.03 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06266, over 24626.41 utterances.], batch size: 62, lr: 5.18e-04
2022-08-23 17:51:43,803 INFO [train.py:927] (5/8) Epoch 6, batch 18400, giga_loss[loss=0.2298, simple_loss=0.2932, pruned_loss=0.08323, over 12398.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1011, over 257.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3011, pruned_loss=0.06516, over 2478835.23 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06087, over 22826.06 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3161, pruned_loss=0.08357, over 2469695.57 frames. utt_duration=1207 frames, utt_pad_proportion=0.06996, over 8192.83 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2996, pruned_loss=0.06289, over 2479681.59 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06106, over 24887.96 utterances.], batch size: 257, lr: 5.18e-04
2022-08-23 17:53:37,120 INFO [train.py:927] (5/8) Epoch 6, batch 18450, giga_loss[loss=0.2118, simple_loss=0.2931, pruned_loss=0.06528, over 12402.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04072, over 133.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3004, pruned_loss=0.06588, over 2478437.89 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06215, over 22984.86 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3161, pruned_loss=0.0835, over 2469689.70 frames. utt_duration=1208 frames, utt_pad_proportion=0.06873, over 8186.60 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2987, pruned_loss=0.06349, over 2479408.16 frames. utt_duration=395.9 frames, utt_pad_proportion=0.06251, over 25128.03 utterances.], batch size: 133, lr: 5.18e-04
2022-08-23 17:55:44,708 INFO [train.py:927] (5/8) Epoch 6, batch 18500, giga_loss[loss=0.1946, simple_loss=0.2933, pruned_loss=0.04795, over 12410.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3021, pruned_loss=0.06705, over 2478654.79 frames. utt_duration=418.8 frames, utt_pad_proportion=0.06413, over 23739.45 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.316, pruned_loss=0.08368, over 2469668.37 frames. utt_duration=1200 frames, utt_pad_proportion=0.07188, over 8244.20 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3004, pruned_loss=0.06458, over 2479649.41 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06321, over 25740.77 utterances.], batch size: 183, lr: 5.18e-04
2022-08-23 17:58:12,496 INFO [train.py:927] (5/8) Epoch 6, batch 18550, giga_loss[loss=0.1936, simple_loss=0.2689, pruned_loss=0.05917, over 12363.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.176, over 356.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3022, pruned_loss=0.06736, over 2478338.41 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07192, over 24353.05 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3155, pruned_loss=0.08343, over 2469548.86 frames. utt_duration=1197 frames, utt_pad_proportion=0.07363, over 8265.49 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3006, pruned_loss=0.06473, over 2479700.68 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06991, over 26756.14 utterances.], batch size: 356, lr: 5.18e-04
2022-08-23 18:00:16,237 INFO [train.py:927] (5/8) Epoch 6, batch 18600, giga_loss[loss=0.1867, simple_loss=0.2566, pruned_loss=0.05843, over 12336.00 frames. utt_duration=625.8 frames, utt_pad_proportion=0.02832, over 79.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2968, pruned_loss=0.06547, over 2477842.31 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07237, over 24594.79 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3146, pruned_loss=0.08311, over 2469338.10 frames. utt_duration=1203 frames, utt_pad_proportion=0.07207, over 8218.26 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2958, pruned_loss=0.06322, over 2479334.60 frames. utt_duration=368.6 frames, utt_pad_proportion=0.07116, over 26992.87 utterances.], batch size: 79, lr: 5.18e-04
2022-08-23 18:02:11,519 INFO [train.py:927] (5/8) Epoch 6, batch 18650, giga_loss[loss=0.1841, simple_loss=0.2691, pruned_loss=0.04952, over 12470.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03562, over 43.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2951, pruned_loss=0.06465, over 2478239.09 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07298, over 24941.83 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3148, pruned_loss=0.08328, over 2469440.61 frames. utt_duration=1201 frames, utt_pad_proportion=0.07189, over 8234.87 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2939, pruned_loss=0.06246, over 2479448.34 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07202, over 27051.06 utterances.], batch size: 43, lr: 5.18e-04
2022-08-23 18:04:10,589 INFO [train.py:927] (5/8) Epoch 6, batch 18700, giga_loss[loss=0.1984, simple_loss=0.2851, pruned_loss=0.05588, over 12437.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02948, over 80.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.295, pruned_loss=0.06423, over 2478473.10 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06859, over 23952.97 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3146, pruned_loss=0.08321, over 2469778.34 frames. utt_duration=1207 frames, utt_pad_proportion=0.06972, over 8196.05 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2936, pruned_loss=0.06187, over 2479462.95 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06876, over 26265.21 utterances.], batch size: 80, lr: 5.18e-04
2022-08-23 18:06:20,017 INFO [train.py:927] (5/8) Epoch 6, batch 18750, giga_loss[loss=0.1918, simple_loss=0.263, pruned_loss=0.06032, over 12372.00 frames. utt_duration=138.7 frames, utt_pad_proportion=0.1844, over 360.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2932, pruned_loss=0.06362, over 2478042.61 frames. utt_duration=405 frames, utt_pad_proportion=0.07308, over 24547.57 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3139, pruned_loss=0.08293, over 2469946.68 frames. utt_duration=1213 frames, utt_pad_proportion=0.06878, over 8154.45 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2923, pruned_loss=0.06164, over 2478834.05 frames. utt_duration=372 frames, utt_pad_proportion=0.07316, over 26736.17 utterances.], batch size: 360, lr: 5.17e-04
2022-08-23 18:08:31,691 INFO [train.py:927] (5/8) Epoch 6, batch 18800, giga_loss[loss=0.1971, simple_loss=0.2745, pruned_loss=0.05982, over 12344.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03264, over 51.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2932, pruned_loss=0.06314, over 2477789.22 frames. utt_duration=411.3 frames, utt_pad_proportion=0.07299, over 24168.97 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3139, pruned_loss=0.08301, over 2469975.81 frames. utt_duration=1203 frames, utt_pad_proportion=0.07196, over 8219.84 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.292, pruned_loss=0.06107, over 2478574.27 frames. utt_duration=379.6 frames, utt_pad_proportion=0.0722, over 26201.52 utterances.], batch size: 51, lr: 5.17e-04
2022-08-23 18:10:28,314 INFO [train.py:927] (5/8) Epoch 6, batch 18850, giga_loss[loss=0.2024, simple_loss=0.2853, pruned_loss=0.05972, over 12416.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07302, over 212.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2942, pruned_loss=0.06382, over 2477870.29 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07275, over 24719.30 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3154, pruned_loss=0.08366, over 2470044.49 frames. utt_duration=1206 frames, utt_pad_proportion=0.07058, over 8201.56 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2914, pruned_loss=0.06109, over 2478589.94 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07252, over 26723.52 utterances.], batch size: 212, lr: 5.17e-04
2022-08-23 18:12:25,277 INFO [train.py:927] (5/8) Epoch 6, batch 18900, giga_loss[loss=0.2052, simple_loss=0.2988, pruned_loss=0.05575, over 12373.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02626, over 48.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.296, pruned_loss=0.06305, over 2477927.15 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07166, over 24661.85 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3165, pruned_loss=0.0839, over 2469818.42 frames. utt_duration=1198 frames, utt_pad_proportion=0.07402, over 8255.27 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2926, pruned_loss=0.06043, over 2478811.74 frames. utt_duration=376.5 frames, utt_pad_proportion=0.07064, over 26418.01 utterances.], batch size: 48, lr: 5.17e-04
2022-08-23 18:14:23,269 INFO [train.py:927] (5/8) Epoch 6, batch 18950, giga_loss[loss=0.2099, simple_loss=0.2985, pruned_loss=0.06063, over 12378.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04319, over 37.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2987, pruned_loss=0.06413, over 2478172.41 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07315, over 25219.77 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3169, pruned_loss=0.08419, over 2470175.99 frames. utt_duration=1185 frames, utt_pad_proportion=0.07794, over 8345.29 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2953, pruned_loss=0.06145, over 2478697.32 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07125, over 26828.30 utterances.], batch size: 37, lr: 5.17e-04
2022-08-23 18:16:23,111 INFO [train.py:927] (5/8) Epoch 6, batch 19000, giga_loss[loss=0.2258, simple_loss=0.3084, pruned_loss=0.07158, over 12469.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03423, over 105.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2979, pruned_loss=0.06397, over 2478443.77 frames. utt_duration=384 frames, utt_pad_proportion=0.07465, over 25901.58 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3167, pruned_loss=0.08429, over 2470207.59 frames. utt_duration=1178 frames, utt_pad_proportion=0.08144, over 8397.31 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.295, pruned_loss=0.06139, over 2478995.16 frames. utt_duration=362.4 frames, utt_pad_proportion=0.07218, over 27452.22 utterances.], batch size: 105, lr: 5.17e-04
2022-08-23 18:18:22,851 INFO [train.py:927] (5/8) Epoch 6, batch 19050, giga_loss[loss=0.2199, simple_loss=0.3008, pruned_loss=0.06954, over 12429.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06257, over 183.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.296, pruned_loss=0.06336, over 2478181.85 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07299, over 25524.20 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3166, pruned_loss=0.08425, over 2470340.56 frames. utt_duration=1180 frames, utt_pad_proportion=0.08044, over 8382.58 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2935, pruned_loss=0.06098, over 2478630.60 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07131, over 27068.03 utterances.], batch size: 183, lr: 5.17e-04
2022-08-23 18:20:24,761 INFO [train.py:927] (5/8) Epoch 6, batch 19100, giga_loss[loss=0.1965, simple_loss=0.2863, pruned_loss=0.05334, over 12369.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04351, over 133.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2952, pruned_loss=0.06332, over 2477566.98 frames. utt_duration=403 frames, utt_pad_proportion=0.07198, over 24667.88 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3161, pruned_loss=0.08398, over 2470390.03 frames. utt_duration=1186 frames, utt_pad_proportion=0.07843, over 8339.65 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2929, pruned_loss=0.06101, over 2478114.39 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07118, over 26473.22 utterances.], batch size: 133, lr: 5.17e-04
2022-08-23 18:22:26,610 INFO [train.py:927] (5/8) Epoch 6, batch 19150, giga_loss[loss=0.2064, simple_loss=0.2917, pruned_loss=0.06057, over 12395.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.0595, over 182.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2963, pruned_loss=0.06413, over 2477627.36 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07159, over 24763.85 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3156, pruned_loss=0.08356, over 2470376.56 frames. utt_duration=1191 frames, utt_pad_proportion=0.07679, over 8307.96 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2944, pruned_loss=0.062, over 2478295.94 frames. utt_duration=371.6 frames, utt_pad_proportion=0.0714, over 26766.94 utterances.], batch size: 182, lr: 5.17e-04
2022-08-23 18:24:16,337 INFO [train.py:927] (5/8) Epoch 6, batch 19200, giga_loss[loss=0.2239, simple_loss=0.3084, pruned_loss=0.06976, over 12411.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03977, over 133.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2996, pruned_loss=0.06543, over 2477553.43 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07161, over 24829.96 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3156, pruned_loss=0.08348, over 2470209.66 frames. utt_duration=1194 frames, utt_pad_proportion=0.07566, over 8286.90 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2976, pruned_loss=0.06347, over 2478392.81 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07178, over 26759.88 utterances.], batch size: 133, lr: 5.17e-04
2022-08-23 18:26:34,297 INFO [train.py:927] (5/8) Epoch 6, batch 19250, giga_loss[loss=0.21, simple_loss=0.2978, pruned_loss=0.06108, over 12417.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.0397, over 133.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2993, pruned_loss=0.06533, over 2477508.75 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07651, over 25273.48 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3158, pruned_loss=0.08371, over 2470253.74 frames. utt_duration=1197 frames, utt_pad_proportion=0.07404, over 8267.56 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2972, pruned_loss=0.06306, over 2478334.50 frames. utt_duration=364.3 frames, utt_pad_proportion=0.0768, over 27304.29 utterances.], batch size: 133, lr: 5.17e-04
2022-08-23 18:28:31,666 INFO [train.py:927] (5/8) Epoch 6, batch 19300, giga_loss[loss=0.208, simple_loss=0.2983, pruned_loss=0.05885, over 12370.00 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0265, over 121.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2981, pruned_loss=0.06498, over 2477398.78 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07394, over 24754.14 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3152, pruned_loss=0.08344, over 2469893.13 frames. utt_duration=1201 frames, utt_pad_proportion=0.07263, over 8233.44 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2964, pruned_loss=0.06282, over 2478645.26 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07476, over 26950.00 utterances.], batch size: 121, lr: 5.17e-04
2022-08-23 18:30:35,706 INFO [train.py:927] (5/8) Epoch 6, batch 19350, giga_loss[loss=0.2126, simple_loss=0.2997, pruned_loss=0.06277, over 12398.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0413, over 133.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2966, pruned_loss=0.0649, over 2477090.52 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07827, over 25436.19 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3152, pruned_loss=0.08352, over 2469664.10 frames. utt_duration=1196 frames, utt_pad_proportion=0.07277, over 8268.77 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2949, pruned_loss=0.06272, over 2478454.69 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07861, over 27522.44 utterances.], batch size: 133, lr: 5.16e-04
2022-08-23 18:32:35,033 INFO [train.py:927] (5/8) Epoch 6, batch 19400, giga_loss[loss=0.1942, simple_loss=0.2921, pruned_loss=0.04812, over 12300.00 frames. utt_duration=704.2 frames, utt_pad_proportion=0.03406, over 70.00 utterances.], tot_loss[loss=0.212, simple_loss=0.296, pruned_loss=0.06399, over 2476720.73 frames. utt_duration=402 frames, utt_pad_proportion=0.07446, over 24719.06 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3152, pruned_loss=0.08338, over 2469579.54 frames. utt_duration=1202 frames, utt_pad_proportion=0.07143, over 8230.49 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2942, pruned_loss=0.06195, over 2478050.39 frames. utt_duration=371.2 frames, utt_pad_proportion=0.07539, over 26788.43 utterances.], batch size: 70, lr: 5.16e-04
2022-08-23 18:34:34,335 INFO [train.py:927] (5/8) Epoch 6, batch 19450, giga_loss[loss=0.2603, simple_loss=0.3376, pruned_loss=0.09144, over 12378.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09526, over 255.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2972, pruned_loss=0.06339, over 2476912.22 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07365, over 24951.97 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3155, pruned_loss=0.0834, over 2469343.33 frames. utt_duration=1204 frames, utt_pad_proportion=0.07079, over 8213.88 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2952, pruned_loss=0.06144, over 2478306.83 frames. utt_duration=369.6 frames, utt_pad_proportion=0.07465, over 26905.64 utterances.], batch size: 255, lr: 5.16e-04
2022-08-23 18:36:36,305 INFO [train.py:927] (5/8) Epoch 6, batch 19500, giga_loss[loss=0.2085, simple_loss=0.2966, pruned_loss=0.06023, over 12393.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02981, over 58.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2979, pruned_loss=0.06278, over 2477600.53 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07001, over 23823.91 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3156, pruned_loss=0.08355, over 2469551.18 frames. utt_duration=1199 frames, utt_pad_proportion=0.07088, over 8251.97 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2958, pruned_loss=0.06061, over 2478721.72 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07104, over 25715.91 utterances.], batch size: 58, lr: 5.16e-04
2022-08-23 18:38:39,532 INFO [train.py:927] (5/8) Epoch 6, batch 19550, giga_loss[loss=0.2112, simple_loss=0.3009, pruned_loss=0.06074, over 12392.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04679, over 161.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2981, pruned_loss=0.06324, over 2477511.15 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07218, over 24435.94 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3156, pruned_loss=0.08352, over 2469500.53 frames. utt_duration=1192 frames, utt_pad_proportion=0.07334, over 8295.37 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2959, pruned_loss=0.06088, over 2478709.76 frames. utt_duration=376.5 frames, utt_pad_proportion=0.07214, over 26420.55 utterances.], batch size: 161, lr: 5.16e-04
2022-08-23 18:40:56,792 INFO [train.py:927] (5/8) Epoch 6, batch 19600, libri_loss[loss=0.2163, simple_loss=0.2946, pruned_loss=0.06902, over 12182.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008699, over 30.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2984, pruned_loss=0.06291, over 2477234.61 frames. utt_duration=402.6 frames, utt_pad_proportion=0.07151, over 24684.48 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3153, pruned_loss=0.08339, over 2469409.16 frames. utt_duration=1197 frames, utt_pad_proportion=0.0723, over 8259.69 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2965, pruned_loss=0.06078, over 2478428.36 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07182, over 26598.61 utterances.], batch size: 30, lr: 5.16e-04
2022-08-23 18:43:13,872 INFO [train.py:927] (5/8) Epoch 6, batch 19650, giga_loss[loss=0.2105, simple_loss=0.2955, pruned_loss=0.06276, over 12351.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03017, over 91.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.301, pruned_loss=0.06421, over 2477588.30 frames. utt_duration=390.7 frames, utt_pad_proportion=0.07253, over 25442.16 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3153, pruned_loss=0.08341, over 2469321.77 frames. utt_duration=1196 frames, utt_pad_proportion=0.0722, over 8268.92 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2993, pruned_loss=0.06226, over 2478713.51 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07273, over 27169.16 utterances.], batch size: 91, lr: 5.16e-04
2022-08-23 18:45:29,239 INFO [train.py:927] (5/8) Epoch 6, batch 19700, giga_loss[loss=0.2236, simple_loss=0.3011, pruned_loss=0.07301, over 12410.00 frames. utt_duration=195.8 frames, utt_pad_proportion=0.09348, over 255.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2987, pruned_loss=0.06291, over 2477112.59 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07139, over 25121.95 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.315, pruned_loss=0.08324, over 2469184.85 frames. utt_duration=1199 frames, utt_pad_proportion=0.07141, over 8246.03 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2976, pruned_loss=0.06127, over 2478214.89 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07181, over 26714.97 utterances.], batch size: 255, lr: 5.16e-04
2022-08-23 18:47:35,323 INFO [train.py:927] (5/8) Epoch 6, batch 19750, giga_loss[loss=0.199, simple_loss=0.2892, pruned_loss=0.05434, over 12374.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03216, over 104.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.297, pruned_loss=0.06133, over 2477169.02 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06957, over 24528.48 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3148, pruned_loss=0.08314, over 2469207.93 frames. utt_duration=1203 frames, utt_pad_proportion=0.07062, over 8221.47 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2959, pruned_loss=0.05983, over 2478141.57 frames. utt_duration=382 frames, utt_pad_proportion=0.07022, over 26030.28 utterances.], batch size: 104, lr: 5.16e-04
2022-08-23 18:49:35,777 INFO [train.py:927] (5/8) Epoch 6, batch 19800, giga_loss[loss=0.2259, simple_loss=0.3135, pruned_loss=0.06914, over 12390.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02691, over 91.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2989, pruned_loss=0.06226, over 2477610.97 frames. utt_duration=399 frames, utt_pad_proportion=0.06886, over 24908.99 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3146, pruned_loss=0.08303, over 2469294.40 frames. utt_duration=1207 frames, utt_pad_proportion=0.06928, over 8191.15 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2978, pruned_loss=0.06071, over 2478490.81 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06976, over 26488.80 utterances.], batch size: 91, lr: 5.16e-04
2022-08-23 18:51:26,641 INFO [train.py:927] (5/8) Epoch 6, batch 19850, giga_loss[loss=0.1711, simple_loss=0.2606, pruned_loss=0.04077, over 12397.00 frames. utt_duration=662.4 frames, utt_pad_proportion=0.03581, over 75.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2986, pruned_loss=0.06252, over 2478047.81 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06602, over 24309.41 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3143, pruned_loss=0.0828, over 2469386.79 frames. utt_duration=1209 frames, utt_pad_proportion=0.06856, over 8178.49 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2978, pruned_loss=0.06113, over 2478816.92 frames. utt_duration=384.5 frames, utt_pad_proportion=0.0671, over 25863.95 utterances.], batch size: 75, lr: 5.16e-04
2022-08-23 18:53:22,173 INFO [train.py:927] (5/8) Epoch 6, batch 19900, giga_loss[loss=0.2182, simple_loss=0.3022, pruned_loss=0.06712, over 12433.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03527, over 105.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2997, pruned_loss=0.06386, over 2477708.87 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06445, over 24389.80 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3146, pruned_loss=0.08288, over 2469222.91 frames. utt_duration=1211 frames, utt_pad_proportion=0.06749, over 8165.96 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2984, pruned_loss=0.06222, over 2478668.70 frames. utt_duration=382.2 frames, utt_pad_proportion=0.0657, over 26025.14 utterances.], batch size: 105, lr: 5.16e-04
2022-08-23 18:55:03,952 INFO [train.py:927] (5/8) Epoch 6, batch 19950, giga_loss[loss=0.2619, simple_loss=0.3486, pruned_loss=0.08762, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04277, over 114.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3079, pruned_loss=0.06879, over 2477717.11 frames. utt_duration=418 frames, utt_pad_proportion=0.0675, over 23779.20 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.315, pruned_loss=0.08314, over 2469485.39 frames. utt_duration=1204 frames, utt_pad_proportion=0.06832, over 8214.36 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3064, pruned_loss=0.06706, over 2478364.92 frames. utt_duration=394.2 frames, utt_pad_proportion=0.0681, over 25229.32 utterances.], batch size: 114, lr: 5.15e-04
2022-08-23 18:56:48,083 INFO [train.py:927] (5/8) Epoch 6, batch 20000, giga_loss[loss=0.2258, simple_loss=0.2986, pruned_loss=0.07647, over 12452.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03772, over 123.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3094, pruned_loss=0.07077, over 2476697.20 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07065, over 23140.78 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3156, pruned_loss=0.0835, over 2469565.47 frames. utt_duration=1201 frames, utt_pad_proportion=0.06807, over 8233.97 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3076, pruned_loss=0.06882, over 2477284.88 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07108, over 24557.03 utterances.], batch size: 123, lr: 5.15e-04
2022-08-23 18:58:30,272 INFO [train.py:927] (5/8) Epoch 6, batch 20050, giga_loss[loss=0.2014, simple_loss=0.2801, pruned_loss=0.06134, over 12396.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06906, over 211.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3032, pruned_loss=0.06845, over 2475583.84 frames. utt_duration=452.8 frames, utt_pad_proportion=0.06867, over 21933.95 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3151, pruned_loss=0.0828, over 2469651.60 frames. utt_duration=1209 frames, utt_pad_proportion=0.06677, over 8179.44 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.302, pruned_loss=0.06715, over 2476181.02 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06955, over 23500.94 utterances.], batch size: 211, lr: 5.15e-04
2022-08-23 19:00:13,171 INFO [train.py:927] (5/8) Epoch 6, batch 20100, giga_loss[loss=0.1733, simple_loss=0.2453, pruned_loss=0.05062, over 12293.00 frames. utt_duration=912 frames, utt_pad_proportion=0.0256, over 54.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2956, pruned_loss=0.06634, over 2474470.66 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07331, over 22068.22 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3151, pruned_loss=0.08293, over 2469386.64 frames. utt_duration=1208 frames, utt_pad_proportion=0.06686, over 8187.56 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2944, pruned_loss=0.06501, over 2475282.44 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07378, over 23493.72 utterances.], batch size: 54, lr: 5.15e-04
2022-08-23 19:01:54,275 INFO [train.py:927] (5/8) Epoch 6, batch 20150, giga_loss[loss=0.1613, simple_loss=0.2443, pruned_loss=0.03914, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03232, over 62.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2878, pruned_loss=0.06304, over 2473577.04 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06813, over 20652.14 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3145, pruned_loss=0.08261, over 2469299.04 frames. utt_duration=1212 frames, utt_pad_proportion=0.06588, over 8157.03 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.287, pruned_loss=0.06193, over 2474387.46 frames. utt_duration=450.4 frames, utt_pad_proportion=0.06917, over 22041.91 utterances.], batch size: 62, lr: 5.15e-04
2022-08-23 19:03:37,151 INFO [train.py:927] (5/8) Epoch 6, batch 20200, giga_loss[loss=0.1824, simple_loss=0.2596, pruned_loss=0.05265, over 12424.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.0715, over 212.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2839, pruned_loss=0.06174, over 2473364.52 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06637, over 19781.34 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.315, pruned_loss=0.08298, over 2469216.74 frames. utt_duration=1202 frames, utt_pad_proportion=0.06981, over 8230.42 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.282, pruned_loss=0.05997, over 2474203.05 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06594, over 21151.65 utterances.], batch size: 212, lr: 5.15e-04
2022-08-23 19:05:19,544 INFO [train.py:927] (5/8) Epoch 6, batch 20250, giga_loss[loss=0.1826, simple_loss=0.2718, pruned_loss=0.04664, over 12378.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02771, over 70.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.279, pruned_loss=0.05963, over 2473307.56 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06466, over 19381.21 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.315, pruned_loss=0.08289, over 2469144.28 frames. utt_duration=1202 frames, utt_pad_proportion=0.06926, over 8227.00 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2769, pruned_loss=0.05797, over 2474091.43 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06458, over 20629.28 utterances.], batch size: 70, lr: 5.15e-04
2022-08-23 19:07:02,133 INFO [train.py:927] (5/8) Epoch 6, batch 20300, giga_loss[loss=0.1664, simple_loss=0.249, pruned_loss=0.0419, over 12415.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.03362, over 43.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2747, pruned_loss=0.05778, over 2473969.19 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06353, over 19222.82 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3157, pruned_loss=0.08303, over 2469289.05 frames. utt_duration=1205 frames, utt_pad_proportion=0.06821, over 8207.60 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2719, pruned_loss=0.05593, over 2474567.50 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06387, over 20424.01 utterances.], batch size: 43, lr: 5.15e-04
2022-08-23 19:08:45,095 INFO [train.py:927] (5/8) Epoch 6, batch 20350, giga_loss[loss=0.1571, simple_loss=0.2318, pruned_loss=0.04123, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02808, over 45.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2697, pruned_loss=0.05603, over 2474124.39 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06134, over 18539.42 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3154, pruned_loss=0.08316, over 2469216.88 frames. utt_duration=1211 frames, utt_pad_proportion=0.06674, over 8163.82 utterances.], giga_tot_loss[loss=0.1869, simple_loss=0.2665, pruned_loss=0.05371, over 2474803.67 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06226, over 19838.83 utterances.], batch size: 45, lr: 5.15e-04
2022-08-23 19:10:26,024 INFO [train.py:927] (5/8) Epoch 6, batch 20400, giga_loss[loss=0.2436, simple_loss=0.3175, pruned_loss=0.0849, over 12389.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06586, over 211.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2706, pruned_loss=0.05733, over 2474475.56 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06129, over 18604.03 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3142, pruned_loss=0.08268, over 2469133.74 frames. utt_duration=1221 frames, utt_pad_proportion=0.06477, over 8099.95 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2672, pruned_loss=0.05479, over 2475331.99 frames. utt_duration=493 frames, utt_pad_proportion=0.06267, over 20144.39 utterances.], batch size: 211, lr: 5.15e-04
2022-08-23 19:12:08,693 INFO [train.py:927] (5/8) Epoch 6, batch 20450, giga_loss[loss=0.2783, simple_loss=0.3471, pruned_loss=0.1047, over 12416.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06747, over 211.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2822, pruned_loss=0.06342, over 2474946.87 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06047, over 18674.54 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3141, pruned_loss=0.08273, over 2468871.57 frames. utt_duration=1224 frames, utt_pad_proportion=0.06395, over 8075.22 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.279, pruned_loss=0.06096, over 2475975.79 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06191, over 20118.58 utterances.], batch size: 211, lr: 5.15e-04
2022-08-23 19:13:48,426 INFO [train.py:927] (5/8) Epoch 6, batch 20500, giga_loss[loss=0.238, simple_loss=0.3145, pruned_loss=0.08078, over 12194.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.0257, over 36.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2906, pruned_loss=0.06652, over 2473812.76 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05772, over 18056.83 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3142, pruned_loss=0.08264, over 2469032.53 frames. utt_duration=1226 frames, utt_pad_proportion=0.06349, over 8065.52 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2877, pruned_loss=0.06451, over 2474516.37 frames. utt_duration=514.4 frames, utt_pad_proportion=0.05922, over 19295.30 utterances.], batch size: 36, lr: 5.15e-04
2022-08-23 19:15:36,010 INFO [train.py:927] (5/8) Epoch 6, batch 20550, giga_loss[loss=0.2734, simple_loss=0.3431, pruned_loss=0.1019, over 12466.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03479, over 86.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2945, pruned_loss=0.06704, over 2474730.46 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05523, over 17764.63 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3141, pruned_loss=0.0826, over 2469016.06 frames. utt_duration=1230 frames, utt_pad_proportion=0.06237, over 8036.10 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2918, pruned_loss=0.06513, over 2475404.95 frames. utt_duration=522.7 frames, utt_pad_proportion=0.05697, over 18998.09 utterances.], batch size: 86, lr: 5.14e-04
2022-08-23 19:17:19,162 INFO [train.py:927] (5/8) Epoch 6, batch 20600, giga_loss[loss=0.2496, simple_loss=0.319, pruned_loss=0.09012, over 12468.00 frames. utt_duration=908 frames, utt_pad_proportion=0.0278, over 55.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2986, pruned_loss=0.06953, over 2473519.93 frames. utt_duration=578.7 frames, utt_pad_proportion=0.05461, over 17139.65 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3144, pruned_loss=0.08275, over 2468956.66 frames. utt_duration=1221 frames, utt_pad_proportion=0.06309, over 8097.45 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2957, pruned_loss=0.06743, over 2474298.74 frames. utt_duration=540 frames, utt_pad_proportion=0.05572, over 18377.42 utterances.], batch size: 55, lr: 5.14e-04
2022-08-23 19:19:02,348 INFO [train.py:927] (5/8) Epoch 6, batch 20650, giga_loss[loss=0.1951, simple_loss=0.2893, pruned_loss=0.05046, over 12349.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02988, over 70.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3036, pruned_loss=0.07198, over 2473709.32 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06045, over 18034.53 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3144, pruned_loss=0.08268, over 2468991.60 frames. utt_duration=1222 frames, utt_pad_proportion=0.06259, over 8088.50 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3012, pruned_loss=0.07028, over 2474336.99 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06116, over 19096.87 utterances.], batch size: 70, lr: 5.14e-04
2022-08-23 19:20:43,272 INFO [train.py:927] (5/8) Epoch 6, batch 20700, giga_loss[loss=0.2149, simple_loss=0.3126, pruned_loss=0.0586, over 12343.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.307, pruned_loss=0.073, over 2473535.80 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06888, over 18563.44 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3145, pruned_loss=0.08281, over 2468844.31 frames. utt_duration=1214 frames, utt_pad_proportion=0.06543, over 8143.90 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3048, pruned_loss=0.07133, over 2474283.31 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06809, over 19588.99 utterances.], batch size: 62, lr: 5.14e-04
2022-08-23 19:22:23,623 INFO [train.py:927] (5/8) Epoch 6, batch 20750, giga_loss[loss=0.2521, simple_loss=0.3421, pruned_loss=0.08109, over 12334.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03098, over 70.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3105, pruned_loss=0.07313, over 2473861.14 frames. utt_duration=564.9 frames, utt_pad_proportion=0.0652, over 17564.19 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3163, pruned_loss=0.08344, over 2468919.81 frames. utt_duration=1205 frames, utt_pad_proportion=0.0683, over 8208.11 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3069, pruned_loss=0.07088, over 2474568.04 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06353, over 18649.67 utterances.], batch size: 70, lr: 5.14e-04
2022-08-23 19:24:08,861 INFO [train.py:927] (5/8) Epoch 6, batch 20800, giga_loss[loss=0.227, simple_loss=0.3129, pruned_loss=0.07053, over 12333.00 frames. utt_duration=1764 frames, utt_pad_proportion=0.02675, over 28.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3115, pruned_loss=0.07312, over 2473500.67 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06714, over 17572.32 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3162, pruned_loss=0.08344, over 2468564.25 frames. utt_duration=1204 frames, utt_pad_proportion=0.06759, over 8213.78 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3086, pruned_loss=0.071, over 2474561.31 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06592, over 18744.28 utterances.], batch size: 28, lr: 5.14e-04
2022-08-23 19:25:49,504 INFO [train.py:927] (5/8) Epoch 6, batch 20850, giga_loss[loss=0.2953, simple_loss=0.3475, pruned_loss=0.1215, over 12440.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04112, over 146.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3127, pruned_loss=0.0748, over 2473640.72 frames. utt_duration=582.7 frames, utt_pad_proportion=0.06558, over 17023.28 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.316, pruned_loss=0.08329, over 2468677.43 frames. utt_duration=1207 frames, utt_pad_proportion=0.06609, over 8189.66 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3104, pruned_loss=0.07296, over 2474546.07 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06525, over 18230.66 utterances.], batch size: 146, lr: 5.14e-04
2022-08-23 19:27:34,149 INFO [train.py:927] (5/8) Epoch 6, batch 20900, giga_loss[loss=0.2386, simple_loss=0.3054, pruned_loss=0.0859, over 12373.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02792, over 48.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3137, pruned_loss=0.07732, over 2473377.61 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06416, over 17060.54 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3158, pruned_loss=0.08332, over 2468582.35 frames. utt_duration=1208 frames, utt_pad_proportion=0.06565, over 8183.94 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3121, pruned_loss=0.07574, over 2474244.22 frames. utt_duration=547 frames, utt_pad_proportion=0.06417, over 18142.48 utterances.], batch size: 48, lr: 5.14e-04
2022-08-23 19:29:19,092 INFO [train.py:927] (5/8) Epoch 6, batch 20950, giga_loss[loss=0.2116, simple_loss=0.2904, pruned_loss=0.06638, over 12381.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03101, over 62.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3112, pruned_loss=0.07628, over 2473264.22 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06161, over 16909.75 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3149, pruned_loss=0.08295, over 2468412.55 frames. utt_duration=1217 frames, utt_pad_proportion=0.06405, over 8125.42 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3105, pruned_loss=0.07509, over 2474265.09 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06238, over 18103.62 utterances.], batch size: 62, lr: 5.14e-04
2022-08-23 19:30:58,647 INFO [train.py:927] (5/8) Epoch 6, batch 21000, giga_loss[loss=0.2067, simple_loss=0.2937, pruned_loss=0.05988, over 12117.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04127, over 33.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3111, pruned_loss=0.07608, over 2473430.80 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05798, over 16606.06 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3152, pruned_loss=0.08317, over 2468565.55 frames. utt_duration=1217 frames, utt_pad_proportion=0.06274, over 8124.02 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3101, pruned_loss=0.07453, over 2474371.97 frames. utt_duration=550 frames, utt_pad_proportion=0.05929, over 18044.08 utterances.], batch size: 33, lr: 5.14e-04
2022-08-23 19:30:58,650 INFO [train.py:958] (5/8) Computing validation loss
2022-08-23 19:31:12,146 INFO [train.py:967] (5/8) 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 19:32:56,561 INFO [train.py:927] (5/8) Epoch 6, batch 21050, giga_loss[loss=0.2131, simple_loss=0.2953, pruned_loss=0.06546, over 12429.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03439, over 113.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3066, pruned_loss=0.07384, over 2473486.64 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06324, over 17270.89 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3149, pruned_loss=0.08316, over 2468290.22 frames. utt_duration=1219 frames, utt_pad_proportion=0.06229, over 8106.83 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3059, pruned_loss=0.07254, over 2474548.01 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06411, over 18508.18 utterances.], batch size: 113, lr: 5.14e-04
2022-08-23 19:34:40,309 INFO [train.py:927] (5/8) Epoch 6, batch 21100, giga_loss[loss=0.1952, simple_loss=0.2719, pruned_loss=0.05921, over 12480.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04506, over 34.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3022, pruned_loss=0.072, over 2473716.63 frames. utt_duration=540.2 frames, utt_pad_proportion=0.07138, over 18367.22 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3151, pruned_loss=0.08338, over 2468183.79 frames. utt_duration=1212 frames, utt_pad_proportion=0.06564, over 8159.13 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3013, pruned_loss=0.07056, over 2474792.35 frames. utt_duration=508 frames, utt_pad_proportion=0.07051, over 19543.64 utterances.], batch size: 34, lr: 5.13e-04
2022-08-23 19:36:22,772 INFO [train.py:927] (5/8) Epoch 6, batch 21150, libri_loss[loss=0.2463, simple_loss=0.3212, pruned_loss=0.08567, over 12399.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008173, over 30.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3009, pruned_loss=0.07105, over 2473434.62 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06623, over 17899.24 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3155, pruned_loss=0.08351, over 2468567.74 frames. utt_duration=1209 frames, utt_pad_proportion=0.06538, over 8177.83 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.2995, pruned_loss=0.0695, over 2474071.31 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06592, over 19051.58 utterances.], batch size: 30, lr: 5.13e-04
2022-08-23 19:38:03,214 INFO [train.py:927] (5/8) Epoch 6, batch 21200, giga_loss[loss=0.2168, simple_loss=0.289, pruned_loss=0.07234, over 12421.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03589, over 40.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.2995, pruned_loss=0.07067, over 2473081.13 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06611, over 17417.81 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3154, pruned_loss=0.0835, over 2468424.54 frames. utt_duration=1215 frames, utt_pad_proportion=0.06397, over 8136.90 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.298, pruned_loss=0.06909, over 2473875.99 frames. utt_duration=532.6 frames, utt_pad_proportion=0.0664, over 18632.45 utterances.], batch size: 40, lr: 5.13e-04
2022-08-23 19:39:44,660 INFO [train.py:927] (5/8) Epoch 6, batch 21250, giga_loss[loss=0.1869, simple_loss=0.2697, pruned_loss=0.05204, over 12476.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02923, over 55.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2964, pruned_loss=0.06937, over 2473407.63 frames. utt_duration=587 frames, utt_pad_proportion=0.06321, over 16897.81 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3157, pruned_loss=0.08375, over 2468678.33 frames. utt_duration=1203 frames, utt_pad_proportion=0.06744, over 8216.60 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2946, pruned_loss=0.06754, over 2473902.12 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06199, over 17994.55 utterances.], batch size: 55, lr: 5.13e-04
2022-08-23 19:41:26,365 INFO [train.py:927] (5/8) Epoch 6, batch 21300, giga_loss[loss=0.2021, simple_loss=0.2753, pruned_loss=0.06443, over 12207.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03326, over 42.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2934, pruned_loss=0.06843, over 2473765.03 frames. utt_duration=607.7 frames, utt_pad_proportion=0.063, over 16322.56 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3161, pruned_loss=0.08407, over 2468945.31 frames. utt_duration=1191 frames, utt_pad_proportion=0.07065, over 8299.39 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2911, pruned_loss=0.06627, over 2474044.07 frames. utt_duration=571.8 frames, utt_pad_proportion=0.06051, over 17351.97 utterances.], batch size: 42, lr: 5.13e-04
2022-08-23 19:43:06,696 INFO [train.py:927] (5/8) Epoch 6, batch 21350, libri_loss[loss=0.1963, simple_loss=0.2701, pruned_loss=0.06127, over 12223.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.009051, over 29.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2899, pruned_loss=0.06682, over 2472998.67 frames. utt_duration=631.4 frames, utt_pad_proportion=0.06085, over 15704.48 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3156, pruned_loss=0.08384, over 2468869.84 frames. utt_duration=1183 frames, utt_pad_proportion=0.07387, over 8356.04 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2874, pruned_loss=0.06458, over 2473477.71 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05698, over 16797.82 utterances.], batch size: 29, lr: 5.13e-04
2022-08-23 19:44:47,544 INFO [train.py:927] (5/8) Epoch 6, batch 21400, giga_loss[loss=0.1602, simple_loss=0.2478, pruned_loss=0.03628, over 12460.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02891, over 80.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2859, pruned_loss=0.06519, over 2472697.63 frames. utt_duration=650.2 frames, utt_pad_proportion=0.05897, over 15247.82 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3159, pruned_loss=0.08408, over 2468876.49 frames. utt_duration=1172 frames, utt_pad_proportion=0.07821, over 8437.26 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2835, pruned_loss=0.06316, over 2473083.78 frames. utt_duration=617.3 frames, utt_pad_proportion=0.05381, over 16063.28 utterances.], batch size: 80, lr: 5.13e-04
2022-08-23 19:46:29,770 INFO [train.py:927] (5/8) Epoch 6, batch 21450, giga_loss[loss=0.2243, simple_loss=0.3017, pruned_loss=0.07344, over 12346.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03274, over 97.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2856, pruned_loss=0.06483, over 2473699.38 frames. utt_duration=652.9 frames, utt_pad_proportion=0.05809, over 15189.87 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.317, pruned_loss=0.0844, over 2469277.18 frames. utt_duration=1171 frames, utt_pad_proportion=0.0778, over 8445.36 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2822, pruned_loss=0.06256, over 2473710.16 frames. utt_duration=621.6 frames, utt_pad_proportion=0.05403, over 15957.24 utterances.], batch size: 97, lr: 5.13e-04
2022-08-23 19:48:15,407 INFO [train.py:927] (5/8) Epoch 6, batch 21500, giga_loss[loss=0.3177, simple_loss=0.3702, pruned_loss=0.1327, over 12376.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2893, pruned_loss=0.06762, over 2473043.18 frames. utt_duration=615.9 frames, utt_pad_proportion=0.06469, over 16100.74 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3167, pruned_loss=0.08435, over 2469167.20 frames. utt_duration=1176 frames, utt_pad_proportion=0.07634, over 8407.66 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2862, pruned_loss=0.06544, over 2473242.77 frames. utt_duration=586.5 frames, utt_pad_proportion=0.0619, over 16911.12 utterances.], batch size: 258, lr: 5.13e-04
2022-08-23 19:49:56,962 INFO [train.py:927] (5/8) Epoch 6, batch 21550, giga_loss[loss=0.2293, simple_loss=0.3101, pruned_loss=0.07421, over 12430.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03301, over 75.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2957, pruned_loss=0.07139, over 2472859.23 frames. utt_duration=608.2 frames, utt_pad_proportion=0.06207, over 16304.26 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3165, pruned_loss=0.08424, over 2469331.26 frames. utt_duration=1177 frames, utt_pad_proportion=0.0754, over 8405.76 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2927, pruned_loss=0.06933, over 2472934.46 frames. utt_duration=578 frames, utt_pad_proportion=0.06022, over 17159.60 utterances.], batch size: 75, lr: 5.13e-04
2022-08-23 19:51:39,541 INFO [train.py:927] (5/8) Epoch 6, batch 21600, giga_loss[loss=0.2523, simple_loss=0.3294, pruned_loss=0.08757, over 12388.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.0642, over 183.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3012, pruned_loss=0.07325, over 2471565.59 frames. utt_duration=614 frames, utt_pad_proportion=0.05742, over 16141.47 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.316, pruned_loss=0.08408, over 2468825.41 frames. utt_duration=1181 frames, utt_pad_proportion=0.07413, over 8372.98 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2988, pruned_loss=0.07148, over 2472181.74 frames. utt_duration=582 frames, utt_pad_proportion=0.05656, over 17034.42 utterances.], batch size: 183, lr: 5.13e-04
2022-08-23 19:53:21,506 INFO [train.py:927] (5/8) Epoch 6, batch 21650, giga_loss[loss=0.2232, simple_loss=0.3147, pruned_loss=0.06583, over 12313.00 frames. utt_duration=850.4 frames, utt_pad_proportion=0.0347, over 58.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3071, pruned_loss=0.07553, over 2471483.94 frames. utt_duration=592.2 frames, utt_pad_proportion=0.06109, over 16736.97 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3159, pruned_loss=0.08403, over 2468849.03 frames. utt_duration=1185 frames, utt_pad_proportion=0.07302, over 8345.77 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3051, pruned_loss=0.07399, over 2472000.07 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06063, over 17611.72 utterances.], batch size: 58, lr: 5.13e-04
2022-08-23 19:55:00,529 INFO [train.py:927] (5/8) Epoch 6, batch 21700, giga_loss[loss=0.2337, simple_loss=0.3123, pruned_loss=0.07748, over 12433.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04117, over 31.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3066, pruned_loss=0.07406, over 2471532.66 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06362, over 17525.27 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3161, pruned_loss=0.08386, over 2468899.50 frames. utt_duration=1187 frames, utt_pad_proportion=0.07178, over 8330.69 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3046, pruned_loss=0.07272, over 2471969.48 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06348, over 18458.68 utterances.], batch size: 31, lr: 5.12e-04
2022-08-23 19:56:40,730 INFO [train.py:927] (5/8) Epoch 6, batch 21750, giga_loss[loss=0.2995, simple_loss=0.3525, pruned_loss=0.1233, over 12380.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3075, pruned_loss=0.07423, over 2471833.05 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06168, over 18033.96 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3153, pruned_loss=0.08349, over 2468761.29 frames. utt_duration=1194 frames, utt_pad_proportion=0.07056, over 8282.91 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3064, pruned_loss=0.07328, over 2472372.93 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06206, over 19031.38 utterances.], batch size: 258, lr: 5.12e-04
2022-08-23 19:58:24,356 INFO [train.py:927] (5/8) Epoch 6, batch 21800, giga_loss[loss=0.2499, simple_loss=0.3335, pruned_loss=0.08318, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04334, over 146.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3098, pruned_loss=0.07553, over 2471900.28 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06566, over 18540.37 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3153, pruned_loss=0.08357, over 2468389.41 frames. utt_duration=1185 frames, utt_pad_proportion=0.07405, over 8343.17 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3086, pruned_loss=0.07437, over 2472790.20 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06427, over 19656.20 utterances.], batch size: 146, lr: 5.12e-04
2022-08-23 20:00:09,132 INFO [train.py:927] (5/8) Epoch 6, batch 21850, giga_loss[loss=0.2578, simple_loss=0.3385, pruned_loss=0.08852, over 12416.00 frames. utt_duration=579.2 frames, utt_pad_proportion=0.03628, over 86.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.311, pruned_loss=0.07635, over 2472063.32 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06397, over 18139.54 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3145, pruned_loss=0.08316, over 2468270.24 frames. utt_duration=1189 frames, utt_pad_proportion=0.07281, over 8313.38 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3106, pruned_loss=0.07555, over 2473001.78 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06333, over 19388.18 utterances.], batch size: 86, lr: 5.12e-04
2022-08-23 20:01:51,728 INFO [train.py:927] (5/8) Epoch 6, batch 21900, giga_loss[loss=0.2174, simple_loss=0.3027, pruned_loss=0.06611, over 12364.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02887, over 70.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3123, pruned_loss=0.0775, over 2472425.95 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06665, over 18369.93 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3149, pruned_loss=0.08328, over 2468346.70 frames. utt_duration=1189 frames, utt_pad_proportion=0.0724, over 8316.91 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3116, pruned_loss=0.07663, over 2473179.99 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06615, over 19555.39 utterances.], batch size: 70, lr: 5.12e-04
2022-08-23 20:03:36,359 INFO [train.py:927] (5/8) Epoch 6, batch 21950, giga_loss[loss=0.2675, simple_loss=0.3274, pruned_loss=0.1038, over 12364.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3132, pruned_loss=0.07785, over 2471917.94 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06511, over 17986.49 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3148, pruned_loss=0.08315, over 2468205.45 frames. utt_duration=1192 frames, utt_pad_proportion=0.07135, over 8292.83 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3126, pruned_loss=0.07719, over 2472687.65 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06516, over 19123.54 utterances.], batch size: 258, lr: 5.12e-04
2022-08-23 20:05:18,928 INFO [train.py:927] (5/8) Epoch 6, batch 22000, giga_loss[loss=0.2452, simple_loss=0.3319, pruned_loss=0.07923, over 12332.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03405, over 58.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3147, pruned_loss=0.07775, over 2471669.19 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06022, over 17145.65 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3151, pruned_loss=0.08325, over 2468149.73 frames. utt_duration=1191 frames, utt_pad_proportion=0.07112, over 8298.92 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.314, pruned_loss=0.07709, over 2472353.78 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06056, over 18115.98 utterances.], batch size: 58, lr: 5.12e-04
2022-08-23 20:07:02,547 INFO [train.py:927] (5/8) Epoch 6, batch 22050, giga_loss[loss=0.2383, simple_loss=0.316, pruned_loss=0.08028, over 12373.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.02878, over 85.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3142, pruned_loss=0.07794, over 2472132.94 frames. utt_duration=591.3 frames, utt_pad_proportion=0.0607, over 16766.31 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3151, pruned_loss=0.08334, over 2468210.05 frames. utt_duration=1193 frames, utt_pad_proportion=0.07018, over 8286.90 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3136, pruned_loss=0.07718, over 2472728.60 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06124, over 17783.45 utterances.], batch size: 85, lr: 5.12e-04
2022-08-23 20:08:46,659 INFO [train.py:927] (5/8) Epoch 6, batch 22100, giga_loss[loss=0.2299, simple_loss=0.3094, pruned_loss=0.07525, over 12360.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03194, over 97.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3127, pruned_loss=0.07733, over 2471604.18 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06001, over 16457.51 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3149, pruned_loss=0.08319, over 2468101.00 frames. utt_duration=1195 frames, utt_pad_proportion=0.07006, over 8272.47 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3125, pruned_loss=0.07683, over 2472181.94 frames. utt_duration=573 frames, utt_pad_proportion=0.06052, over 17302.96 utterances.], batch size: 97, lr: 5.12e-04
2022-08-23 20:10:28,080 INFO [train.py:927] (5/8) Epoch 6, batch 22150, giga_loss[loss=0.2405, simple_loss=0.3199, pruned_loss=0.08058, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03871, over 113.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3125, pruned_loss=0.07706, over 2471142.22 frames. utt_duration=618.5 frames, utt_pad_proportion=0.05692, over 16020.24 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3152, pruned_loss=0.08324, over 2467923.82 frames. utt_duration=1198 frames, utt_pad_proportion=0.06928, over 8249.50 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.312, pruned_loss=0.07654, over 2471815.34 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05776, over 16815.71 utterances.], batch size: 113, lr: 5.12e-04
2022-08-23 20:12:12,471 INFO [train.py:927] (5/8) Epoch 6, batch 22200, giga_loss[loss=0.2223, simple_loss=0.302, pruned_loss=0.07137, over 12481.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04116, over 31.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3127, pruned_loss=0.07694, over 2469935.90 frames. utt_duration=622.3 frames, utt_pad_proportion=0.06239, over 15914.43 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3151, pruned_loss=0.08324, over 2467369.40 frames. utt_duration=1194 frames, utt_pad_proportion=0.07155, over 8275.36 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3123, pruned_loss=0.07634, over 2471063.01 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06165, over 16774.28 utterances.], batch size: 31, lr: 5.12e-04
2022-08-23 20:13:53,962 INFO [train.py:927] (5/8) Epoch 6, batch 22250, giga_loss[loss=0.2206, simple_loss=0.3011, pruned_loss=0.07002, over 12421.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.03168, over 122.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3112, pruned_loss=0.07622, over 2470544.65 frames. utt_duration=634.4 frames, utt_pad_proportion=0.05795, over 15614.28 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3153, pruned_loss=0.08335, over 2467357.06 frames. utt_duration=1196 frames, utt_pad_proportion=0.071, over 8263.63 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3107, pruned_loss=0.07558, over 2471467.01 frames. utt_duration=605.4 frames, utt_pad_proportion=0.05775, over 16370.17 utterances.], batch size: 122, lr: 5.12e-04
2022-08-23 20:15:37,651 INFO [train.py:927] (5/8) Epoch 6, batch 22300, giga_loss[loss=0.3071, simple_loss=0.3642, pruned_loss=0.125, over 12370.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09856, over 256.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3096, pruned_loss=0.07613, over 2471117.64 frames. utt_duration=615.8 frames, utt_pad_proportion=0.06016, over 16091.31 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3151, pruned_loss=0.08337, over 2467298.02 frames. utt_duration=1198 frames, utt_pad_proportion=0.0703, over 8245.12 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3092, pruned_loss=0.07538, over 2472010.89 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06009, over 16926.83 utterances.], batch size: 256, lr: 5.11e-04
2022-08-23 20:17:18,527 INFO [train.py:927] (5/8) Epoch 6, batch 22350, giga_loss[loss=0.2221, simple_loss=0.2946, pruned_loss=0.07485, over 12322.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03212, over 70.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3081, pruned_loss=0.07585, over 2471354.28 frames. utt_duration=630.9 frames, utt_pad_proportion=0.05763, over 15705.18 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3153, pruned_loss=0.08336, over 2467400.72 frames. utt_duration=1198 frames, utt_pad_proportion=0.06995, over 8245.33 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3075, pruned_loss=0.0751, over 2472030.72 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05772, over 16508.43 utterances.], batch size: 70, lr: 5.11e-04
2022-08-23 20:18:58,377 INFO [train.py:927] (5/8) Epoch 6, batch 22400, giga_loss[loss=0.1827, simple_loss=0.2693, pruned_loss=0.04804, over 12379.00 frames. utt_duration=1770 frames, utt_pad_proportion=0.02799, over 28.00 utterances.], tot_loss[loss=0.227, simple_loss=0.305, pruned_loss=0.0745, over 2471864.83 frames. utt_duration=643.3 frames, utt_pad_proportion=0.05513, over 15405.73 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3156, pruned_loss=0.08375, over 2467699.08 frames. utt_duration=1198 frames, utt_pad_proportion=0.0696, over 8253.08 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.304, pruned_loss=0.07341, over 2472220.15 frames. utt_duration=612 frames, utt_pad_proportion=0.05534, over 16197.63 utterances.], batch size: 28, lr: 5.11e-04
2022-08-23 20:20:40,393 INFO [train.py:927] (5/8) Epoch 6, batch 22450, giga_loss[loss=0.2024, simple_loss=0.2828, pruned_loss=0.061, over 12377.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02787, over 91.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.301, pruned_loss=0.07262, over 2471290.90 frames. utt_duration=659.4 frames, utt_pad_proportion=0.0555, over 15024.26 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3153, pruned_loss=0.08369, over 2467923.71 frames. utt_duration=1202 frames, utt_pad_proportion=0.06886, over 8226.41 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3004, pruned_loss=0.07168, over 2471422.35 frames. utt_duration=628.6 frames, utt_pad_proportion=0.05591, over 15764.35 utterances.], batch size: 91, lr: 5.11e-04
2022-08-23 20:22:18,309 INFO [train.py:927] (5/8) Epoch 6, batch 22500, libri_loss[loss=0.2531, simple_loss=0.3326, pruned_loss=0.08681, over 12347.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01629, over 41.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3025, pruned_loss=0.073, over 2471587.15 frames. utt_duration=622.1 frames, utt_pad_proportion=0.05729, over 15930.18 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3161, pruned_loss=0.08432, over 2468017.72 frames. utt_duration=1190 frames, utt_pad_proportion=0.07191, over 8306.46 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3009, pruned_loss=0.07136, over 2471733.09 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05583, over 16649.66 utterances.], batch size: 41, lr: 5.11e-04
2022-08-23 20:24:04,217 INFO [train.py:927] (5/8) Epoch 6, batch 22550, giga_loss[loss=0.2036, simple_loss=0.2916, pruned_loss=0.05774, over 12379.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3037, pruned_loss=0.07285, over 2472970.46 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06397, over 17372.57 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3161, pruned_loss=0.08441, over 2468055.55 frames. utt_duration=1182 frames, utt_pad_proportion=0.07453, over 8359.62 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3023, pruned_loss=0.07132, over 2473097.62 frames. utt_duration=551 frames, utt_pad_proportion=0.06149, over 18003.44 utterances.], batch size: 62, lr: 5.11e-04
2022-08-23 20:25:42,701 INFO [train.py:927] (5/8) Epoch 6, batch 22600, giga_loss[loss=0.2649, simple_loss=0.3393, pruned_loss=0.09519, over 12385.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07408, over 212.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.306, pruned_loss=0.07319, over 2473738.96 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06318, over 18257.73 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3174, pruned_loss=0.08502, over 2468215.58 frames. utt_duration=1179 frames, utt_pad_proportion=0.07354, over 8387.23 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3032, pruned_loss=0.07092, over 2473904.53 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06154, over 19139.37 utterances.], batch size: 212, lr: 5.11e-04
2022-08-23 20:27:23,755 INFO [train.py:927] (5/8) Epoch 6, batch 22650, giga_loss[loss=0.2051, simple_loss=0.2782, pruned_loss=0.06602, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02907, over 45.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3048, pruned_loss=0.07224, over 2473211.70 frames. utt_duration=555 frames, utt_pad_proportion=0.05878, over 17873.77 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3167, pruned_loss=0.08457, over 2467944.15 frames. utt_duration=1184 frames, utt_pad_proportion=0.07231, over 8348.30 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3029, pruned_loss=0.07048, over 2473728.61 frames. utt_duration=525.8 frames, utt_pad_proportion=0.058, over 18873.10 utterances.], batch size: 45, lr: 5.11e-04
2022-08-23 20:29:05,643 INFO [train.py:927] (5/8) Epoch 6, batch 22700, giga_loss[loss=0.2245, simple_loss=0.3064, pruned_loss=0.07133, over 12446.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03109, over 80.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3058, pruned_loss=0.07315, over 2473868.76 frames. utt_duration=561.2 frames, utt_pad_proportion=0.05769, over 17678.95 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3172, pruned_loss=0.08497, over 2467856.59 frames. utt_duration=1176 frames, utt_pad_proportion=0.07438, over 8402.77 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3035, pruned_loss=0.07101, over 2474550.63 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05616, over 18736.40 utterances.], batch size: 80, lr: 5.11e-04
2022-08-23 20:30:48,874 INFO [train.py:927] (5/8) Epoch 6, batch 22750, giga_loss[loss=0.2244, simple_loss=0.2995, pruned_loss=0.07465, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03432, over 37.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3065, pruned_loss=0.0734, over 2473696.51 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05565, over 17137.16 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3173, pruned_loss=0.08506, over 2467992.41 frames. utt_duration=1173 frames, utt_pad_proportion=0.07466, over 8427.63 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3044, pruned_loss=0.07151, over 2474156.59 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05427, over 18031.37 utterances.], batch size: 37, lr: 5.11e-04
2022-08-23 20:32:26,934 INFO [train.py:927] (5/8) Epoch 6, batch 22800, giga_loss[loss=0.2052, simple_loss=0.2966, pruned_loss=0.05686, over 12477.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.029, over 55.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3072, pruned_loss=0.0737, over 2474068.92 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05844, over 17067.91 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3177, pruned_loss=0.08532, over 2468296.29 frames. utt_duration=1167 frames, utt_pad_proportion=0.07741, over 8473.86 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3049, pruned_loss=0.07172, over 2474295.84 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05583, over 17934.56 utterances.], batch size: 55, lr: 5.11e-04
2022-08-23 20:34:07,054 INFO [train.py:927] (5/8) Epoch 6, batch 22850, giga_loss[loss=0.2388, simple_loss=0.3178, pruned_loss=0.07991, over 12349.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03349, over 104.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3082, pruned_loss=0.07419, over 2474737.91 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05816, over 17214.08 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3177, pruned_loss=0.08528, over 2468441.63 frames. utt_duration=1168 frames, utt_pad_proportion=0.0768, over 8467.15 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3063, pruned_loss=0.07257, over 2474846.39 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05629, over 17971.58 utterances.], batch size: 104, lr: 5.11e-04
2022-08-23 20:35:47,704 INFO [train.py:927] (5/8) Epoch 6, batch 22900, giga_loss[loss=0.2354, simple_loss=0.3108, pruned_loss=0.07994, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3059, pruned_loss=0.07315, over 2474027.90 frames. utt_duration=580.8 frames, utt_pad_proportion=0.06013, over 17082.84 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3178, pruned_loss=0.08532, over 2468315.50 frames. utt_duration=1168 frames, utt_pad_proportion=0.07594, over 8461.42 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3041, pruned_loss=0.07156, over 2474364.49 frames. utt_duration=554.8 frames, utt_pad_proportion=0.05875, over 17888.40 utterances.], batch size: 162, lr: 5.10e-04
2022-08-23 20:37:23,195 INFO [train.py:927] (5/8) Epoch 6, batch 22950, giga_loss[loss=0.2409, simple_loss=0.3205, pruned_loss=0.08066, over 12371.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02819, over 66.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.305, pruned_loss=0.07235, over 2473957.82 frames. utt_duration=567.6 frames, utt_pad_proportion=0.061, over 17479.95 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3177, pruned_loss=0.08539, over 2468720.63 frames. utt_duration=1173 frames, utt_pad_proportion=0.07447, over 8426.81 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3033, pruned_loss=0.07069, over 2474023.53 frames. utt_duration=540 frames, utt_pad_proportion=0.06033, over 18377.65 utterances.], batch size: 66, lr: 5.10e-04
2022-08-23 20:39:02,688 INFO [train.py:927] (5/8) Epoch 6, batch 23000, giga_loss[loss=0.216, simple_loss=0.307, pruned_loss=0.0625, over 12400.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03826, over 113.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3059, pruned_loss=0.07164, over 2474481.18 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06158, over 17837.31 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3181, pruned_loss=0.08547, over 2468734.31 frames. utt_duration=1175 frames, utt_pad_proportion=0.07363, over 8411.51 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.304, pruned_loss=0.07007, over 2474583.77 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06131, over 18682.90 utterances.], batch size: 113, lr: 5.10e-04
2022-08-23 20:40:41,804 INFO [train.py:927] (5/8) Epoch 6, batch 23050, giga_loss[loss=0.2056, simple_loss=0.2867, pruned_loss=0.06227, over 12338.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03443, over 62.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3052, pruned_loss=0.07176, over 2474354.85 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06429, over 18462.76 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3182, pruned_loss=0.08546, over 2468575.98 frames. utt_duration=1179 frames, utt_pad_proportion=0.07281, over 8389.43 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3035, pruned_loss=0.07035, over 2474660.92 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06423, over 19278.90 utterances.], batch size: 62, lr: 5.10e-04
2022-08-23 20:42:22,967 INFO [train.py:927] (5/8) Epoch 6, batch 23100, giga_loss[loss=0.1907, simple_loss=0.2674, pruned_loss=0.057, over 12263.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03077, over 45.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3038, pruned_loss=0.07233, over 2474119.53 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06552, over 17873.08 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3187, pruned_loss=0.08583, over 2468713.73 frames. utt_duration=1165 frames, utt_pad_proportion=0.07841, over 8486.32 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3013, pruned_loss=0.07028, over 2474473.83 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06284, over 18843.72 utterances.], batch size: 45, lr: 5.10e-04
2022-08-23 20:44:03,855 INFO [train.py:927] (5/8) Epoch 6, batch 23150, giga_loss[loss=0.2051, simple_loss=0.2768, pruned_loss=0.06669, over 12428.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03741, over 40.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3015, pruned_loss=0.07157, over 2474134.46 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06097, over 17400.52 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3185, pruned_loss=0.08563, over 2468745.02 frames. utt_duration=1168 frames, utt_pad_proportion=0.07754, over 8466.09 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2995, pruned_loss=0.06994, over 2474449.19 frames. utt_duration=542.4 frames, utt_pad_proportion=0.05927, over 18300.01 utterances.], batch size: 40, lr: 5.10e-04
2022-08-23 20:45:42,917 INFO [train.py:927] (5/8) Epoch 6, batch 23200, giga_loss[loss=0.1705, simple_loss=0.263, pruned_loss=0.03896, over 12395.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02661, over 70.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2973, pruned_loss=0.06996, over 2473866.62 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05994, over 17192.65 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3181, pruned_loss=0.08553, over 2468614.57 frames. utt_duration=1174 frames, utt_pad_proportion=0.07624, over 8418.95 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2957, pruned_loss=0.06845, over 2474338.22 frames. utt_duration=547 frames, utt_pad_proportion=0.05903, over 18144.03 utterances.], batch size: 70, lr: 5.10e-04
2022-08-23 20:47:24,390 INFO [train.py:927] (5/8) Epoch 6, batch 23250, giga_loss[loss=0.2426, simple_loss=0.312, pruned_loss=0.08657, over 12345.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2, over 367.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2941, pruned_loss=0.06887, over 2473696.72 frames. utt_duration=579.7 frames, utt_pad_proportion=0.0618, over 17114.37 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3171, pruned_loss=0.08485, over 2468431.59 frames. utt_duration=1184 frames, utt_pad_proportion=0.07394, over 8348.72 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2929, pruned_loss=0.06759, over 2474452.83 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06163, over 18299.08 utterances.], batch size: 367, lr: 5.10e-04
2022-08-23 20:49:03,758 INFO [train.py:927] (5/8) Epoch 6, batch 23300, giga_loss[loss=0.2111, simple_loss=0.2989, pruned_loss=0.06162, over 12357.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02915, over 48.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2963, pruned_loss=0.06958, over 2473561.52 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06589, over 17829.91 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3167, pruned_loss=0.08465, over 2468270.74 frames. utt_duration=1189 frames, utt_pad_proportion=0.07293, over 8311.95 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2953, pruned_loss=0.06846, over 2474397.76 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06583, over 18967.74 utterances.], batch size: 48, lr: 5.10e-04
2022-08-23 20:50:45,626 INFO [train.py:927] (5/8) Epoch 6, batch 23350, giga_loss[loss=0.2328, simple_loss=0.3173, pruned_loss=0.07416, over 12384.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03459, over 122.00 utterances.], tot_loss[loss=0.22, simple_loss=0.2992, pruned_loss=0.07036, over 2473877.73 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06201, over 17714.26 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3167, pruned_loss=0.08459, over 2468592.92 frames. utt_duration=1187 frames, utt_pad_proportion=0.07273, over 8332.58 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.298, pruned_loss=0.06928, over 2474351.83 frames. utt_duration=529 frames, utt_pad_proportion=0.06219, over 18763.23 utterances.], batch size: 122, lr: 5.10e-04
2022-08-23 20:52:30,162 INFO [train.py:927] (5/8) Epoch 6, batch 23400, giga_loss[loss=0.2283, simple_loss=0.308, pruned_loss=0.07436, over 12333.00 frames. utt_duration=582 frames, utt_pad_proportion=0.0333, over 85.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3019, pruned_loss=0.07195, over 2473958.39 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06441, over 18061.22 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3172, pruned_loss=0.08478, over 2468756.42 frames. utt_duration=1189 frames, utt_pad_proportion=0.07218, over 8318.29 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3003, pruned_loss=0.07078, over 2474225.78 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06464, over 18992.74 utterances.], batch size: 85, lr: 5.10e-04
2022-08-23 20:54:15,177 INFO [train.py:927] (5/8) Epoch 6, batch 23450, giga_loss[loss=0.2543, simple_loss=0.3383, pruned_loss=0.08513, over 12364.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02769, over 66.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3099, pruned_loss=0.07728, over 2474413.48 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06025, over 18086.71 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.317, pruned_loss=0.08464, over 2469150.05 frames. utt_duration=1194 frames, utt_pad_proportion=0.07082, over 8285.66 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3086, pruned_loss=0.07624, over 2474403.74 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06107, over 19074.51 utterances.], batch size: 66, lr: 5.10e-04
2022-08-23 20:55:58,084 INFO [train.py:927] (5/8) Epoch 6, batch 23500, giga_loss[loss=0.3585, simple_loss=0.3907, pruned_loss=0.1631, over 12400.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1105, over 260.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3174, pruned_loss=0.08331, over 2474986.87 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06416, over 19228.59 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3165, pruned_loss=0.0843, over 2469201.85 frames. utt_duration=1201 frames, utt_pad_proportion=0.06902, over 8235.50 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3167, pruned_loss=0.08265, over 2475104.02 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06517, over 20406.44 utterances.], batch size: 260, lr: 5.10e-04
2022-08-23 20:57:42,158 INFO [train.py:927] (5/8) Epoch 6, batch 23550, giga_loss[loss=0.2651, simple_loss=0.3294, pruned_loss=0.1004, over 12448.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04294, over 114.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3246, pruned_loss=0.08881, over 2475708.55 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06298, over 19657.08 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3167, pruned_loss=0.08445, over 2469226.10 frames. utt_duration=1203 frames, utt_pad_proportion=0.06792, over 8222.72 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3239, pruned_loss=0.08816, over 2475894.66 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06415, over 20836.48 utterances.], batch size: 114, lr: 5.09e-04
2022-08-23 20:59:29,440 INFO [train.py:927] (5/8) Epoch 6, batch 23600, giga_loss[loss=0.2584, simple_loss=0.335, pruned_loss=0.0909, over 12362.00 frames. utt_duration=619.6 frames, utt_pad_proportion=0.03495, over 80.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3303, pruned_loss=0.09407, over 2475285.63 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07269, over 20806.76 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3172, pruned_loss=0.08476, over 2469157.47 frames. utt_duration=1204 frames, utt_pad_proportion=0.06697, over 8214.33 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3295, pruned_loss=0.09338, over 2475592.22 frames. utt_duration=453 frames, utt_pad_proportion=0.07332, over 21932.36 utterances.], batch size: 80, lr: 5.09e-04
2022-08-23 21:01:16,919 INFO [train.py:927] (5/8) Epoch 6, batch 23650, libri_loss[loss=0.2655, simple_loss=0.3355, pruned_loss=0.09777, over 12482.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006756, over 36.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3348, pruned_loss=0.09802, over 2475486.00 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07935, over 21374.00 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3174, pruned_loss=0.08475, over 2469459.42 frames. utt_duration=1204 frames, utt_pad_proportion=0.06579, over 8211.30 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3348, pruned_loss=0.09804, over 2475724.19 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08017, over 22867.43 utterances.], batch size: 36, lr: 5.09e-04
2022-08-23 21:03:04,007 INFO [train.py:927] (5/8) Epoch 6, batch 23700, giga_loss[loss=0.2575, simple_loss=0.3333, pruned_loss=0.0908, over 12454.00 frames. utt_duration=907 frames, utt_pad_proportion=0.03102, over 55.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3362, pruned_loss=0.09938, over 2475249.77 frames. utt_duration=487 frames, utt_pad_proportion=0.07735, over 20392.31 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3172, pruned_loss=0.08467, over 2469413.19 frames. utt_duration=1206 frames, utt_pad_proportion=0.0647, over 8199.27 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3371, pruned_loss=0.1001, over 2475759.53 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07876, over 22152.64 utterances.], batch size: 55, lr: 5.09e-04
2022-08-23 21:04:48,507 INFO [train.py:927] (5/8) Epoch 6, batch 23750, giga_loss[loss=0.2658, simple_loss=0.3393, pruned_loss=0.09621, over 12384.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02734, over 70.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3352, pruned_loss=0.09929, over 2474223.43 frames. utt_duration=482.8 frames, utt_pad_proportion=0.08192, over 20559.03 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3168, pruned_loss=0.08434, over 2469218.31 frames. utt_duration=1215 frames, utt_pad_proportion=0.06257, over 8136.41 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3371, pruned_loss=0.1008, over 2475040.92 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08361, over 22550.74 utterances.], batch size: 70, lr: 5.09e-04
2022-08-23 21:06:33,236 INFO [train.py:927] (5/8) Epoch 6, batch 23800, giga_loss[loss=0.2816, simple_loss=0.3489, pruned_loss=0.1072, over 12344.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03574, over 104.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3375, pruned_loss=0.1001, over 2474487.67 frames. utt_duration=471.5 frames, utt_pad_proportion=0.08263, over 21056.13 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3173, pruned_loss=0.08477, over 2469266.28 frames. utt_duration=1194 frames, utt_pad_proportion=0.07012, over 8279.46 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3389, pruned_loss=0.1011, over 2475171.36 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08152, over 22723.39 utterances.], batch size: 104, lr: 5.09e-04
2022-08-23 21:08:18,709 INFO [train.py:927] (5/8) Epoch 6, batch 23850, giga_loss[loss=0.1878, simple_loss=0.2832, pruned_loss=0.04623, over 12376.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03036, over 58.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3372, pruned_loss=0.09963, over 2473721.22 frames. utt_duration=467.8 frames, utt_pad_proportion=0.08375, over 21220.68 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3172, pruned_loss=0.08479, over 2469004.15 frames. utt_duration=1187 frames, utt_pad_proportion=0.07352, over 8328.18 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3387, pruned_loss=0.1007, over 2474586.51 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08163, over 22730.13 utterances.], batch size: 58, lr: 5.09e-04
2022-08-23 21:10:06,906 INFO [train.py:927] (5/8) Epoch 6, batch 23900, giga_loss[loss=0.3301, simple_loss=0.3647, pruned_loss=0.1478, over 12374.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1877, over 362.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3356, pruned_loss=0.09707, over 2473386.06 frames. utt_duration=461.6 frames, utt_pad_proportion=0.08121, over 21500.44 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3167, pruned_loss=0.08444, over 2468628.03 frames. utt_duration=1194 frames, utt_pad_proportion=0.07236, over 8283.41 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3378, pruned_loss=0.09852, over 2474526.23 frames. utt_duration=431.3 frames, utt_pad_proportion=0.08009, over 23028.57 utterances.], batch size: 362, lr: 5.09e-04
2022-08-23 21:11:49,979 INFO [train.py:927] (5/8) Epoch 6, batch 23950, giga_loss[loss=0.2442, simple_loss=0.313, pruned_loss=0.08768, over 12410.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02511, over 91.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3323, pruned_loss=0.09458, over 2473230.73 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07705, over 21040.08 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3158, pruned_loss=0.08393, over 2468448.96 frames. utt_duration=1202 frames, utt_pad_proportion=0.0709, over 8222.69 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3352, pruned_loss=0.09649, over 2474425.84 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07693, over 22658.07 utterances.], batch size: 91, lr: 5.09e-04
2022-08-23 21:13:32,449 INFO [train.py:927] (5/8) Epoch 6, batch 24000, giga_loss[loss=0.3147, simple_loss=0.3616, pruned_loss=0.1339, over 12376.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.332, pruned_loss=0.09516, over 2473916.90 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07823, over 21690.83 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3158, pruned_loss=0.08428, over 2468636.37 frames. utt_duration=1206 frames, utt_pad_proportion=0.07015, over 8195.48 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3345, pruned_loss=0.09651, over 2474755.33 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07834, over 23166.86 utterances.], batch size: 257, lr: 5.09e-04
2022-08-23 21:13:32,450 INFO [train.py:958] (5/8) Computing validation loss
2022-08-23 21:13:45,959 INFO [train.py:967] (5/8) Epoch 6, validation: loss=0.1886, simple_loss=0.3005, pruned_loss=0.03835, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 21:15:42,141 INFO [train.py:927] (5/8) Epoch 6, batch 24050, giga_loss[loss=0.2069, simple_loss=0.296, pruned_loss=0.05891, over 12352.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04434, over 26.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3301, pruned_loss=0.0928, over 2473632.97 frames. utt_duration=484 frames, utt_pad_proportion=0.07479, over 20504.39 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3155, pruned_loss=0.08397, over 2468898.98 frames. utt_duration=1211 frames, utt_pad_proportion=0.06913, over 8162.82 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3327, pruned_loss=0.09435, over 2474146.64 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07547, over 21937.57 utterances.], batch size: 26, lr: 5.09e-04
2022-08-23 21:17:25,456 INFO [train.py:927] (5/8) Epoch 6, batch 24100, libri_loss[loss=0.2809, simple_loss=0.3409, pruned_loss=0.1104, over 12401.00 frames. utt_duration=955.5 frames, utt_pad_proportion=0.07235, over 52.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.33, pruned_loss=0.09075, over 2473803.42 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06922, over 19449.14 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3152, pruned_loss=0.08384, over 2469240.77 frames. utt_duration=1215 frames, utt_pad_proportion=0.06787, over 8139.38 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3327, pruned_loss=0.09229, over 2474050.14 frames. utt_duration=474 frames, utt_pad_proportion=0.0706, over 20939.73 utterances.], batch size: 52, lr: 5.09e-04
2022-08-23 21:19:11,225 INFO [train.py:927] (5/8) Epoch 6, batch 24150, giga_loss[loss=0.2323, simple_loss=0.3106, pruned_loss=0.07702, over 12419.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03177, over 80.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3303, pruned_loss=0.09125, over 2473966.24 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06978, over 19957.98 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3151, pruned_loss=0.08379, over 2469067.54 frames. utt_duration=1218 frames, utt_pad_proportion=0.0674, over 8122.01 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3328, pruned_loss=0.09258, over 2474355.89 frames. utt_duration=467.3 frames, utt_pad_proportion=0.071, over 21246.35 utterances.], batch size: 80, lr: 5.08e-04
2022-08-23 21:20:55,917 INFO [train.py:927] (5/8) Epoch 6, batch 24200, giga_loss[loss=0.2874, simple_loss=0.3489, pruned_loss=0.113, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.0688, over 212.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3285, pruned_loss=0.09081, over 2473894.04 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06761, over 20002.23 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3155, pruned_loss=0.0838, over 2468894.85 frames. utt_duration=1221 frames, utt_pad_proportion=0.06643, over 8099.74 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3304, pruned_loss=0.09198, over 2474426.17 frames. utt_duration=467 frames, utt_pad_proportion=0.06902, over 21258.56 utterances.], batch size: 212, lr: 5.08e-04
2022-08-23 21:22:43,018 INFO [train.py:927] (5/8) Epoch 6, batch 24250, giga_loss[loss=0.2308, simple_loss=0.3155, pruned_loss=0.073, over 12394.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03201, over 122.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3275, pruned_loss=0.08973, over 2473695.45 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07, over 19640.07 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3154, pruned_loss=0.08375, over 2468919.30 frames. utt_duration=1211 frames, utt_pad_proportion=0.06991, over 8167.76 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3294, pruned_loss=0.09088, over 2474227.89 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06967, over 20891.77 utterances.], batch size: 122, lr: 5.08e-04
2022-08-23 21:24:25,308 INFO [train.py:927] (5/8) Epoch 6, batch 24300, giga_loss[loss=0.251, simple_loss=0.3317, pruned_loss=0.08511, over 12456.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03053, over 75.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3275, pruned_loss=0.08931, over 2473998.02 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07191, over 20072.03 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3155, pruned_loss=0.08375, over 2468902.90 frames. utt_duration=1213 frames, utt_pad_proportion=0.06906, over 8153.63 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3292, pruned_loss=0.09034, over 2474552.10 frames. utt_duration=465 frames, utt_pad_proportion=0.07189, over 21350.80 utterances.], batch size: 75, lr: 5.08e-04
2022-08-23 21:26:09,668 INFO [train.py:927] (5/8) Epoch 6, batch 24350, giga_loss[loss=0.2458, simple_loss=0.3084, pruned_loss=0.09164, over 12353.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03184, over 51.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3244, pruned_loss=0.08756, over 2473466.42 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06883, over 19816.25 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3153, pruned_loss=0.08362, over 2468901.24 frames. utt_duration=1215 frames, utt_pad_proportion=0.06828, over 8138.38 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3261, pruned_loss=0.08857, over 2473985.78 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06926, over 21008.02 utterances.], batch size: 51, lr: 5.08e-04
2022-08-23 21:27:54,954 INFO [train.py:927] (5/8) Epoch 6, batch 24400, libri_loss[loss=0.2205, simple_loss=0.3018, pruned_loss=0.06957, over 12141.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005055, over 32.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3238, pruned_loss=0.08816, over 2473792.56 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07321, over 20482.59 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3149, pruned_loss=0.08341, over 2468551.11 frames. utt_duration=1219 frames, utt_pad_proportion=0.06744, over 8108.39 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3257, pruned_loss=0.08924, over 2474644.50 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07362, over 21724.49 utterances.], batch size: 32, lr: 5.08e-04
2022-08-23 21:29:39,704 INFO [train.py:927] (5/8) Epoch 6, batch 24450, giga_loss[loss=0.2686, simple_loss=0.3361, pruned_loss=0.1005, over 12377.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04601, over 146.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3222, pruned_loss=0.08723, over 2474135.67 frames. utt_duration=492 frames, utt_pad_proportion=0.07359, over 20172.04 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3145, pruned_loss=0.08302, over 2468557.74 frames. utt_duration=1220 frames, utt_pad_proportion=0.06675, over 8105.98 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3243, pruned_loss=0.0886, over 2474991.27 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07421, over 21553.83 utterances.], batch size: 146, lr: 5.08e-04
2022-08-23 21:31:22,723 INFO [train.py:927] (5/8) Epoch 6, batch 24500, giga_loss[loss=0.288, simple_loss=0.3519, pruned_loss=0.1121, over 12382.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04568, over 146.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.323, pruned_loss=0.088, over 2474677.74 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07216, over 20689.53 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3144, pruned_loss=0.08302, over 2468870.30 frames. utt_duration=1210 frames, utt_pad_proportion=0.06936, over 8172.61 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.325, pruned_loss=0.08919, over 2475235.40 frames. utt_duration=450.2 frames, utt_pad_proportion=0.0718, over 22062.49 utterances.], batch size: 146, lr: 5.08e-04
2022-08-23 21:33:11,199 INFO [train.py:927] (5/8) Epoch 6, batch 24550, libri_loss[loss=0.2252, simple_loss=0.3041, pruned_loss=0.07322, over 12252.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004949, over 34.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.323, pruned_loss=0.08739, over 2473919.21 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06928, over 20113.87 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3142, pruned_loss=0.08296, over 2468614.73 frames. utt_duration=1214 frames, utt_pad_proportion=0.06835, over 8146.30 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3248, pruned_loss=0.08848, over 2474682.96 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06949, over 21441.47 utterances.], batch size: 34, lr: 5.08e-04
2022-08-23 21:34:56,028 INFO [train.py:927] (5/8) Epoch 6, batch 24600, giga_loss[loss=0.2871, simple_loss=0.3467, pruned_loss=0.1137, over 12419.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07183, over 212.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3241, pruned_loss=0.08848, over 2473675.77 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07318, over 19985.74 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3141, pruned_loss=0.08288, over 2468267.68 frames. utt_duration=1214 frames, utt_pad_proportion=0.06739, over 8139.81 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3259, pruned_loss=0.08952, over 2474713.24 frames. utt_duration=466 frames, utt_pad_proportion=0.07344, over 21310.51 utterances.], batch size: 212, lr: 5.08e-04
2022-08-23 21:36:40,067 INFO [train.py:927] (5/8) Epoch 6, batch 24650, giga_loss[loss=0.2815, simple_loss=0.3466, pruned_loss=0.1082, over 12436.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04749, over 147.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3254, pruned_loss=0.08978, over 2473584.19 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07166, over 19605.99 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.314, pruned_loss=0.08258, over 2468325.57 frames. utt_duration=1221 frames, utt_pad_proportion=0.06553, over 8094.81 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3274, pruned_loss=0.09116, over 2474584.71 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07274, over 21148.53 utterances.], batch size: 147, lr: 5.08e-04
2022-08-23 21:38:26,356 INFO [train.py:927] (5/8) Epoch 6, batch 24700, giga_loss[loss=0.2979, simple_loss=0.3611, pruned_loss=0.1174, over 12401.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05089, over 161.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3264, pruned_loss=0.09151, over 2474140.50 frames. utt_duration=511.8 frames, utt_pad_proportion=0.0677, over 19391.52 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3142, pruned_loss=0.08291, over 2468355.70 frames. utt_duration=1213 frames, utt_pad_proportion=0.06932, over 8151.45 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3281, pruned_loss=0.09253, over 2475057.01 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06755, over 20889.40 utterances.], batch size: 161, lr: 5.08e-04
2022-08-23 21:40:11,647 INFO [train.py:927] (5/8) Epoch 6, batch 24750, giga_loss[loss=0.2262, simple_loss=0.3053, pruned_loss=0.07353, over 12271.00 frames. utt_duration=963.9 frames, utt_pad_proportion=0.03802, over 51.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.326, pruned_loss=0.09152, over 2473695.65 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07064, over 19641.87 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3139, pruned_loss=0.08288, over 2468402.40 frames. utt_duration=1216 frames, utt_pad_proportion=0.06811, over 8127.93 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3279, pruned_loss=0.09254, over 2474502.86 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07078, over 21114.25 utterances.], batch size: 51, lr: 5.07e-04
2022-08-23 21:41:53,550 INFO [train.py:927] (5/8) Epoch 6, batch 24800, giga_loss[loss=0.1875, simple_loss=0.2819, pruned_loss=0.04656, over 12470.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02975, over 75.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3256, pruned_loss=0.08963, over 2473619.78 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06634, over 19598.62 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.314, pruned_loss=0.08313, over 2468366.40 frames. utt_duration=1217 frames, utt_pad_proportion=0.06736, over 8124.27 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3273, pruned_loss=0.09036, over 2474397.40 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06699, over 20974.82 utterances.], batch size: 75, lr: 5.07e-04
2022-08-23 21:43:41,610 INFO [train.py:927] (5/8) Epoch 6, batch 24850, giga_loss[loss=0.3091, simple_loss=0.3389, pruned_loss=0.1397, over 12362.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.324, pruned_loss=0.08909, over 2473465.64 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06815, over 19956.69 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3141, pruned_loss=0.08306, over 2468115.66 frames. utt_duration=1221 frames, utt_pad_proportion=0.06637, over 8095.05 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3253, pruned_loss=0.08983, over 2474395.69 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06885, over 21270.50 utterances.], batch size: 366, lr: 5.07e-04
2022-08-23 21:45:26,859 INFO [train.py:927] (5/8) Epoch 6, batch 24900, giga_loss[loss=0.3745, simple_loss=0.4027, pruned_loss=0.1731, over 12375.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1115, over 260.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.325, pruned_loss=0.08985, over 2474311.67 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07156, over 20336.46 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3146, pruned_loss=0.08325, over 2468326.87 frames. utt_duration=1212 frames, utt_pad_proportion=0.06973, over 8154.30 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3258, pruned_loss=0.09036, over 2474938.83 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07087, over 21485.36 utterances.], batch size: 260, lr: 5.07e-04
2022-08-23 21:47:14,255 INFO [train.py:927] (5/8) Epoch 6, batch 24950, giga_loss[loss=0.2485, simple_loss=0.3353, pruned_loss=0.08084, over 12415.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02829, over 62.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3282, pruned_loss=0.09057, over 2474928.78 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07417, over 21392.10 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3141, pruned_loss=0.08306, over 2468468.00 frames. utt_duration=1216 frames, utt_pad_proportion=0.06882, over 8132.29 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3295, pruned_loss=0.09129, over 2475432.20 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07383, over 22564.70 utterances.], batch size: 62, lr: 5.07e-04
2022-08-23 21:49:00,282 INFO [train.py:927] (5/8) Epoch 6, batch 25000, giga_loss[loss=0.2532, simple_loss=0.3261, pruned_loss=0.09018, over 12391.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03542, over 80.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.33, pruned_loss=0.09171, over 2475153.34 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07286, over 21435.82 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3143, pruned_loss=0.08331, over 2468352.78 frames. utt_duration=1217 frames, utt_pad_proportion=0.06809, over 8123.36 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3311, pruned_loss=0.09214, over 2475752.88 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07291, over 22549.96 utterances.], batch size: 80, lr: 5.07e-04
2022-08-23 21:50:45,561 INFO [train.py:927] (5/8) Epoch 6, batch 25050, giga_loss[loss=0.2702, simple_loss=0.3345, pruned_loss=0.1029, over 12401.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02578, over 91.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.33, pruned_loss=0.09251, over 2474683.69 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07302, over 21087.36 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3141, pruned_loss=0.08326, over 2468282.46 frames. utt_duration=1224 frames, utt_pad_proportion=0.06636, over 8077.70 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3316, pruned_loss=0.09317, over 2475436.21 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07363, over 22439.99 utterances.], batch size: 91, lr: 5.07e-04
2022-08-23 21:52:30,685 INFO [train.py:927] (5/8) Epoch 6, batch 25100, giga_loss[loss=0.2353, simple_loss=0.3098, pruned_loss=0.08046, over 12375.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03032, over 62.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3282, pruned_loss=0.09168, over 2475063.25 frames. utt_duration=477 frames, utt_pad_proportion=0.07127, over 20819.84 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3138, pruned_loss=0.08297, over 2468230.68 frames. utt_duration=1226 frames, utt_pad_proportion=0.06494, over 8059.58 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3302, pruned_loss=0.09274, over 2475917.69 frames. utt_duration=444.8 frames, utt_pad_proportion=0.0724, over 22335.97 utterances.], batch size: 62, lr: 5.07e-04
2022-08-23 21:54:15,855 INFO [train.py:927] (5/8) Epoch 6, batch 25150, giga_loss[loss=0.2382, simple_loss=0.3169, pruned_loss=0.07978, over 12344.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03429, over 62.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3273, pruned_loss=0.09178, over 2475380.18 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07317, over 20872.54 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3138, pruned_loss=0.08278, over 2468234.92 frames. utt_duration=1231 frames, utt_pad_proportion=0.06428, over 8030.55 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3291, pruned_loss=0.09295, over 2476157.05 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07422, over 22338.91 utterances.], batch size: 62, lr: 5.07e-04
2022-08-23 21:56:02,090 INFO [train.py:927] (5/8) Epoch 6, batch 25200, libri_loss[loss=0.2073, simple_loss=0.2814, pruned_loss=0.06658, over 12193.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.0114, over 29.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3278, pruned_loss=0.09296, over 2475708.58 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07579, over 21711.54 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3136, pruned_loss=0.0827, over 2468086.74 frames. utt_duration=1233 frames, utt_pad_proportion=0.06409, over 8019.40 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3294, pruned_loss=0.09401, over 2476502.75 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07654, over 22938.52 utterances.], batch size: 29, lr: 5.07e-04
2022-08-23 21:57:45,512 INFO [train.py:927] (5/8) Epoch 6, batch 25250, giga_loss[loss=0.2335, simple_loss=0.3126, pruned_loss=0.07726, over 12373.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02779, over 70.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3265, pruned_loss=0.09185, over 2475305.32 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07214, over 20917.40 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3136, pruned_loss=0.08273, over 2468070.08 frames. utt_duration=1223 frames, utt_pad_proportion=0.068, over 8080.25 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3279, pruned_loss=0.09276, over 2476044.79 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07169, over 22003.95 utterances.], batch size: 70, lr: 5.07e-04
2022-08-23 21:59:27,215 INFO [train.py:927] (5/8) Epoch 6, batch 25300, giga_loss[loss=0.2444, simple_loss=0.3188, pruned_loss=0.08499, over 12307.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02706, over 45.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3291, pruned_loss=0.09308, over 2474207.17 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07092, over 20673.46 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3138, pruned_loss=0.08277, over 2467979.72 frames. utt_duration=1221 frames, utt_pad_proportion=0.0679, over 8092.97 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3302, pruned_loss=0.09389, over 2474947.56 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07065, over 21692.22 utterances.], batch size: 45, lr: 5.07e-04
2022-08-23 22:01:15,929 INFO [train.py:927] (5/8) Epoch 6, batch 25350, giga_loss[loss=0.2392, simple_loss=0.3315, pruned_loss=0.07345, over 12354.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03243, over 58.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3309, pruned_loss=0.09385, over 2474553.93 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07132, over 21085.52 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3138, pruned_loss=0.08255, over 2468023.86 frames. utt_duration=1223 frames, utt_pad_proportion=0.06697, over 8079.25 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3322, pruned_loss=0.09488, over 2475195.38 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07143, over 22142.10 utterances.], batch size: 58, lr: 5.06e-04
2022-08-23 22:02:58,462 INFO [train.py:927] (5/8) Epoch 6, batch 25400, giga_loss[loss=0.2681, simple_loss=0.3502, pruned_loss=0.093, over 12397.00 frames. utt_duration=478.2 frames, utt_pad_proportion=0.03196, over 104.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3332, pruned_loss=0.09409, over 2474541.87 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07691, over 21606.53 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3139, pruned_loss=0.08268, over 2468242.44 frames. utt_duration=1215 frames, utt_pad_proportion=0.07025, over 8136.28 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3344, pruned_loss=0.09505, over 2475020.61 frames. utt_duration=438 frames, utt_pad_proportion=0.07587, over 22680.53 utterances.], batch size: 104, lr: 5.06e-04
2022-08-23 22:04:44,152 INFO [train.py:927] (5/8) Epoch 6, batch 25450, giga_loss[loss=0.3038, simple_loss=0.3669, pruned_loss=0.1203, over 12447.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03582, over 123.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3357, pruned_loss=0.09567, over 2475096.89 frames. utt_duration=465 frames, utt_pad_proportion=0.07477, over 21356.43 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3141, pruned_loss=0.08275, over 2468356.23 frames. utt_duration=1216 frames, utt_pad_proportion=0.06997, over 8130.59 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3366, pruned_loss=0.09641, over 2475398.27 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07413, over 22262.80 utterances.], batch size: 123, lr: 5.06e-04
2022-08-23 22:06:25,972 INFO [train.py:927] (5/8) Epoch 6, batch 25500, giga_loss[loss=0.2555, simple_loss=0.3373, pruned_loss=0.08682, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04118, over 34.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3376, pruned_loss=0.09888, over 2473814.63 frames. utt_duration=435.8 frames, utt_pad_proportion=0.08528, over 22782.19 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3146, pruned_loss=0.08317, over 2467816.62 frames. utt_duration=1224 frames, utt_pad_proportion=0.06875, over 8071.48 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3385, pruned_loss=0.09955, over 2474724.81 frames. utt_duration=414.6 frames, utt_pad_proportion=0.08491, over 23960.71 utterances.], batch size: 34, lr: 5.06e-04
2022-08-23 22:08:09,809 INFO [train.py:927] (5/8) Epoch 6, batch 25550, libri_loss[loss=0.1879, simple_loss=0.259, pruned_loss=0.05842, over 12186.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.03979, over 27.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3359, pruned_loss=0.09653, over 2474316.16 frames. utt_duration=444.2 frames, utt_pad_proportion=0.08498, over 22356.63 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3144, pruned_loss=0.08309, over 2467427.35 frames. utt_duration=1230 frames, utt_pad_proportion=0.06761, over 8033.01 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3374, pruned_loss=0.09747, over 2475567.68 frames. utt_duration=419.6 frames, utt_pad_proportion=0.08518, over 23680.66 utterances.], batch size: 27, lr: 5.06e-04
2022-08-23 22:09:51,751 INFO [train.py:927] (5/8) Epoch 6, batch 25600, libri_loss[loss=0.288, simple_loss=0.3537, pruned_loss=0.1111, over 12341.00 frames. utt_duration=761.1 frames, utt_pad_proportion=0.1341, over 65.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3352, pruned_loss=0.09498, over 2473994.70 frames. utt_duration=468.3 frames, utt_pad_proportion=0.08242, over 21196.74 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3143, pruned_loss=0.08307, over 2467035.51 frames. utt_duration=1221 frames, utt_pad_proportion=0.07073, over 8093.98 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3372, pruned_loss=0.09618, over 2475623.14 frames. utt_duration=437.7 frames, utt_pad_proportion=0.08192, over 22700.16 utterances.], batch size: 65, lr: 5.06e-04
2022-08-23 22:11:34,548 INFO [train.py:927] (5/8) Epoch 6, batch 25650, giga_loss[loss=0.2923, simple_loss=0.3594, pruned_loss=0.1125, over 12422.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04206, over 146.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3337, pruned_loss=0.09386, over 2473477.39 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07811, over 20647.80 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.314, pruned_loss=0.08279, over 2466527.62 frames. utt_duration=1225 frames, utt_pad_proportion=0.06941, over 8065.88 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.336, pruned_loss=0.09531, over 2475372.58 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07847, over 22154.06 utterances.], batch size: 146, lr: 5.06e-04
2022-08-23 22:13:22,340 INFO [train.py:927] (5/8) Epoch 6, batch 25700, giga_loss[loss=0.2603, simple_loss=0.3329, pruned_loss=0.09392, over 12381.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03971, over 113.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3337, pruned_loss=0.09539, over 2473451.17 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08485, over 22278.49 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3143, pruned_loss=0.08268, over 2466615.22 frames. utt_duration=1227 frames, utt_pad_proportion=0.06802, over 8047.87 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3359, pruned_loss=0.09706, over 2475099.48 frames. utt_duration=414.9 frames, utt_pad_proportion=0.08528, over 23945.63 utterances.], batch size: 113, lr: 5.06e-04
2022-08-23 22:15:09,472 INFO [train.py:927] (5/8) Epoch 6, batch 25750, giga_loss[loss=0.2211, simple_loss=0.303, pruned_loss=0.06961, over 12368.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03126, over 58.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3311, pruned_loss=0.09475, over 2473640.79 frames. utt_duration=442.3 frames, utt_pad_proportion=0.08632, over 22443.79 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3143, pruned_loss=0.08287, over 2466741.19 frames. utt_duration=1232 frames, utt_pad_proportion=0.06704, over 8019.07 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3332, pruned_loss=0.09611, over 2474961.58 frames. utt_duration=413.3 frames, utt_pad_proportion=0.08693, over 24039.64 utterances.], batch size: 58, lr: 5.06e-04
2022-08-23 22:16:51,670 INFO [train.py:927] (5/8) Epoch 6, batch 25800, giga_loss[loss=0.2406, simple_loss=0.3242, pruned_loss=0.07848, over 12357.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03525, over 104.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3281, pruned_loss=0.09251, over 2474388.26 frames. utt_duration=453.6 frames, utt_pad_proportion=0.08153, over 21893.07 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3136, pruned_loss=0.08248, over 2466856.96 frames. utt_duration=1234 frames, utt_pad_proportion=0.06554, over 8005.77 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3309, pruned_loss=0.09433, over 2475565.96 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08298, over 23642.36 utterances.], batch size: 104, lr: 5.06e-04
2022-08-23 22:18:33,818 INFO [train.py:927] (5/8) Epoch 6, batch 25850, giga_loss[loss=0.2161, simple_loss=0.3042, pruned_loss=0.06398, over 12369.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03197, over 62.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3247, pruned_loss=0.08854, over 2474410.51 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07415, over 21403.87 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3135, pruned_loss=0.08251, over 2466627.06 frames. utt_duration=1238 frames, utt_pad_proportion=0.06458, over 7979.85 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3273, pruned_loss=0.09012, over 2475686.67 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07618, over 23069.87 utterances.], batch size: 62, lr: 5.06e-04
2022-08-23 22:20:23,688 INFO [train.py:927] (5/8) Epoch 6, batch 25900, giga_loss[loss=0.2056, simple_loss=0.2855, pruned_loss=0.06285, over 12374.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03101, over 97.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3246, pruned_loss=0.08847, over 2474583.10 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07621, over 21714.68 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3142, pruned_loss=0.08228, over 2466942.73 frames. utt_duration=1223 frames, utt_pad_proportion=0.06871, over 8081.33 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3264, pruned_loss=0.09015, over 2475571.50 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07665, over 23403.45 utterances.], batch size: 97, lr: 5.06e-04
2022-08-23 22:22:07,519 INFO [train.py:927] (5/8) Epoch 6, batch 25950, giga_loss[loss=0.2301, simple_loss=0.3064, pruned_loss=0.07694, over 12355.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.05468, over 34.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3223, pruned_loss=0.0873, over 2475086.76 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07068, over 20594.69 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3141, pruned_loss=0.08218, over 2467118.77 frames. utt_duration=1224 frames, utt_pad_proportion=0.0682, over 8069.52 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3239, pruned_loss=0.08877, over 2475775.65 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07156, over 22056.38 utterances.], batch size: 34, lr: 5.06e-04
2022-08-23 22:23:50,433 INFO [train.py:927] (5/8) Epoch 6, batch 26000, giga_loss[loss=0.2374, simple_loss=0.3154, pruned_loss=0.07968, over 12345.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03376, over 62.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3221, pruned_loss=0.08712, over 2475568.87 frames. utt_duration=474.6 frames, utt_pad_proportion=0.0742, over 20930.20 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3136, pruned_loss=0.08201, over 2466975.98 frames. utt_duration=1229 frames, utt_pad_proportion=0.06753, over 8041.97 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.324, pruned_loss=0.08862, over 2476498.83 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0749, over 22526.57 utterances.], batch size: 62, lr: 5.05e-04
2022-08-23 22:25:34,477 INFO [train.py:927] (5/8) Epoch 6, batch 26050, giga_loss[loss=0.3206, simple_loss=0.3618, pruned_loss=0.1397, over 12375.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.105, over 258.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3225, pruned_loss=0.08825, over 2475268.92 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07858, over 21292.03 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3137, pruned_loss=0.08216, over 2466986.57 frames. utt_duration=1218 frames, utt_pad_proportion=0.07041, over 8109.39 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3241, pruned_loss=0.08935, over 2476101.85 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0779, over 22663.46 utterances.], batch size: 258, lr: 5.05e-04
2022-08-23 22:27:18,737 INFO [train.py:927] (5/8) Epoch 6, batch 26100, giga_loss[loss=0.2514, simple_loss=0.331, pruned_loss=0.08589, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02716, over 45.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3244, pruned_loss=0.08956, over 2474699.16 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07949, over 21649.95 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3134, pruned_loss=0.08195, over 2467003.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.06946, over 8091.27 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3261, pruned_loss=0.09073, over 2475488.67 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07926, over 22983.82 utterances.], batch size: 45, lr: 5.05e-04
2022-08-23 22:29:05,297 INFO [train.py:927] (5/8) Epoch 6, batch 26150, giga_loss[loss=0.2668, simple_loss=0.3383, pruned_loss=0.09766, over 12429.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3258, pruned_loss=0.09093, over 2474235.58 frames. utt_duration=448.3 frames, utt_pad_proportion=0.08116, over 22147.27 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3134, pruned_loss=0.08205, over 2466683.90 frames. utt_duration=1224 frames, utt_pad_proportion=0.06812, over 8071.21 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3274, pruned_loss=0.09194, over 2475322.15 frames. utt_duration=421.9 frames, utt_pad_proportion=0.08141, over 23549.34 utterances.], batch size: 105, lr: 5.05e-04
2022-08-23 22:30:55,428 INFO [train.py:927] (5/8) Epoch 6, batch 26200, giga_loss[loss=0.2607, simple_loss=0.3376, pruned_loss=0.09188, over 12426.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06184, over 183.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.328, pruned_loss=0.09192, over 2474485.32 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08795, over 23265.31 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3134, pruned_loss=0.08189, over 2466778.06 frames. utt_duration=1224 frames, utt_pad_proportion=0.06733, over 8068.93 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3294, pruned_loss=0.09302, over 2475387.39 frames. utt_duration=403.5 frames, utt_pad_proportion=0.08808, over 24626.29 utterances.], batch size: 183, lr: 5.05e-04
2022-08-23 22:32:41,797 INFO [train.py:927] (5/8) Epoch 6, batch 26250, giga_loss[loss=0.3126, simple_loss=0.3575, pruned_loss=0.1339, over 12377.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3263, pruned_loss=0.09056, over 2474295.00 frames. utt_duration=437.7 frames, utt_pad_proportion=0.08561, over 22687.10 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3133, pruned_loss=0.08166, over 2466423.01 frames. utt_duration=1227 frames, utt_pad_proportion=0.06687, over 8050.29 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3277, pruned_loss=0.09173, over 2475407.28 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08602, over 23909.55 utterances.], batch size: 258, lr: 5.05e-04
2022-08-23 22:34:29,006 INFO [train.py:927] (5/8) Epoch 6, batch 26300, giga_loss[loss=0.3201, simple_loss=0.3673, pruned_loss=0.1364, over 12406.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3257, pruned_loss=0.09075, over 2475158.82 frames. utt_duration=438.8 frames, utt_pad_proportion=0.08355, over 22636.99 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3135, pruned_loss=0.08178, over 2466609.39 frames. utt_duration=1227 frames, utt_pad_proportion=0.06635, over 8051.78 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3267, pruned_loss=0.09163, over 2475943.52 frames. utt_duration=419 frames, utt_pad_proportion=0.08416, over 23720.95 utterances.], batch size: 260, lr: 5.05e-04
2022-08-23 22:36:10,942 INFO [train.py:927] (5/8) Epoch 6, batch 26350, libri_loss[loss=0.331, simple_loss=0.3851, pruned_loss=0.1384, over 12413.00 frames. utt_duration=418.8 frames, utt_pad_proportion=0.3342, over 119.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3254, pruned_loss=0.09109, over 2475834.43 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08266, over 22099.42 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3138, pruned_loss=0.08219, over 2466885.25 frames. utt_duration=1214 frames, utt_pad_proportion=0.07009, over 8139.37 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3262, pruned_loss=0.09161, over 2476406.77 frames. utt_duration=428.5 frames, utt_pad_proportion=0.08203, over 23197.08 utterances.], batch size: 119, lr: 5.05e-04
2022-08-23 22:37:55,366 INFO [train.py:927] (5/8) Epoch 6, batch 26400, libri_loss[loss=0.2418, simple_loss=0.313, pruned_loss=0.08529, over 12236.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005522, over 31.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.326, pruned_loss=0.09177, over 2475217.33 frames. utt_duration=464 frames, utt_pad_proportion=0.07897, over 21405.04 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3138, pruned_loss=0.08216, over 2466823.22 frames. utt_duration=1214 frames, utt_pad_proportion=0.06968, over 8134.95 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3267, pruned_loss=0.0923, over 2475813.36 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07877, over 22403.76 utterances.], batch size: 31, lr: 5.05e-04
2022-08-23 22:39:37,352 INFO [train.py:927] (5/8) Epoch 6, batch 26450, giga_loss[loss=0.2473, simple_loss=0.3257, pruned_loss=0.08446, over 12353.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3262, pruned_loss=0.09178, over 2475264.81 frames. utt_duration=464 frames, utt_pad_proportion=0.08021, over 21406.50 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3139, pruned_loss=0.08232, over 2467121.08 frames. utt_duration=1205 frames, utt_pad_proportion=0.07335, over 8197.15 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3269, pruned_loss=0.0922, over 2475584.60 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07895, over 22313.40 utterances.], batch size: 97, lr: 5.05e-04
2022-08-23 22:41:22,380 INFO [train.py:927] (5/8) Epoch 6, batch 26500, giga_loss[loss=0.3341, simple_loss=0.3741, pruned_loss=0.1471, over 12397.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09989, over 257.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3278, pruned_loss=0.09368, over 2475541.55 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08922, over 22859.42 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3144, pruned_loss=0.08242, over 2467334.85 frames. utt_duration=1209 frames, utt_pad_proportion=0.07222, over 8172.45 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3281, pruned_loss=0.0941, over 2475722.78 frames. utt_duration=416.7 frames, utt_pad_proportion=0.08837, over 23849.53 utterances.], batch size: 257, lr: 5.05e-04
2022-08-23 22:43:11,180 INFO [train.py:927] (5/8) Epoch 6, batch 26550, giga_loss[loss=0.2473, simple_loss=0.3253, pruned_loss=0.08464, over 12289.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.05201, over 26.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3275, pruned_loss=0.09265, over 2475043.15 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08935, over 22188.76 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3148, pruned_loss=0.08218, over 2467283.11 frames. utt_duration=1212 frames, utt_pad_proportion=0.07074, over 8153.65 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3279, pruned_loss=0.09361, over 2475527.33 frames. utt_duration=422 frames, utt_pad_proportion=0.08935, over 23545.93 utterances.], batch size: 26, lr: 5.05e-04
2022-08-23 22:44:51,831 INFO [train.py:927] (5/8) Epoch 6, batch 26600, giga_loss[loss=0.2309, simple_loss=0.3058, pruned_loss=0.07801, over 12390.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02952, over 58.00 utterances.], tot_loss[loss=0.257, simple_loss=0.328, pruned_loss=0.09301, over 2474773.99 frames. utt_duration=454.5 frames, utt_pad_proportion=0.08668, over 21848.84 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.315, pruned_loss=0.08241, over 2467319.98 frames. utt_duration=1201 frames, utt_pad_proportion=0.07408, over 8226.59 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3286, pruned_loss=0.09392, over 2475392.11 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08611, over 23331.21 utterances.], batch size: 58, lr: 5.04e-04
2022-08-23 22:46:30,452 INFO [train.py:927] (5/8) Epoch 6, batch 26650, giga_loss[loss=0.2572, simple_loss=0.3279, pruned_loss=0.09323, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02805, over 48.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3291, pruned_loss=0.09359, over 2474877.12 frames. utt_duration=460.8 frames, utt_pad_proportion=0.09017, over 21552.60 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.316, pruned_loss=0.08331, over 2467669.58 frames. utt_duration=1147 frames, utt_pad_proportion=0.09118, over 8617.08 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3291, pruned_loss=0.09396, over 2475361.46 frames. utt_duration=433 frames, utt_pad_proportion=0.08385, over 22943.70 utterances.], batch size: 48, lr: 5.04e-04
2022-08-23 22:47:16,293 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-23 22:49:46,865 INFO [train.py:927] (5/8) Epoch 7, batch 50, giga_loss[loss=0.2426, simple_loss=0.3302, pruned_loss=0.0775, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03616, over 30.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3208, pruned_loss=0.07511, over 547025.08 frames. utt_duration=610.5 frames, utt_pad_proportion=0.05897, over 3592.97 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2756, pruned_loss=0.06185, over 48851.77 frames. utt_duration=1615 frames, utt_pad_proportion=0.007941, over 121.10 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3245, pruned_loss=0.07624, over 508227.58 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06052, over 3513.12 utterances.], batch size: 30, lr: 4.94e-04
2022-08-23 22:51:30,285 INFO [train.py:927] (5/8) Epoch 7, batch 100, libri_loss[loss=0.2022, simple_loss=0.2924, pruned_loss=0.05601, over 12317.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006406, over 36.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3013, pruned_loss=0.06817, over 973881.48 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06316, over 7006.81 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2917, pruned_loss=0.0637, over 132108.07 frames. utt_duration=1437 frames, utt_pad_proportion=0.009924, over 368.08 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3027, pruned_loss=0.06888, over 889374.10 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06562, over 6877.67 utterances.], batch size: 36, lr: 4.94e-04
2022-08-23 22:53:13,943 INFO [train.py:927] (5/8) Epoch 7, batch 150, giga_loss[loss=0.1688, simple_loss=0.2415, pruned_loss=0.04799, over 12401.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.04104, over 40.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2859, pruned_loss=0.06096, over 1307558.05 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06727, over 9788.75 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2969, pruned_loss=0.06591, over 167282.94 frames. utt_duration=1370 frames, utt_pad_proportion=0.01718, over 488.91 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2852, pruned_loss=0.06066, over 1222903.58 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06903, over 9692.09 utterances.], batch size: 40, lr: 4.94e-04
2022-08-23 22:54:52,615 INFO [train.py:927] (5/8) Epoch 7, batch 200, giga_loss[loss=0.1868, simple_loss=0.2607, pruned_loss=0.05646, over 12385.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02805, over 85.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2797, pruned_loss=0.05862, over 1565905.68 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06847, over 11968.27 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3047, pruned_loss=0.06729, over 268511.77 frames. utt_duration=1268 frames, utt_pad_proportion=0.0671, over 848.13 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2765, pruned_loss=0.05758, over 1455566.83 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06816, over 12014.20 utterances.], batch size: 85, lr: 4.94e-04
2022-08-23 22:56:32,451 INFO [train.py:927] (5/8) Epoch 7, batch 250, giga_loss[loss=0.1766, simple_loss=0.2639, pruned_loss=0.04468, over 12419.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03846, over 133.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2739, pruned_loss=0.05664, over 1766933.86 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06874, over 13900.29 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3051, pruned_loss=0.06727, over 312293.71 frames. utt_duration=1290 frames, utt_pad_proportion=0.0583, over 969.25 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2705, pruned_loss=0.05553, over 1664990.34 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06911, over 14050.54 utterances.], batch size: 133, lr: 4.93e-04
2022-08-23 22:58:15,060 INFO [train.py:927] (5/8) Epoch 7, batch 300, giga_loss[loss=0.1754, simple_loss=0.2518, pruned_loss=0.04954, over 12338.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03366, over 51.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.2689, pruned_loss=0.05414, over 1924201.56 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06512, over 14542.85 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3053, pruned_loss=0.06763, over 355506.19 frames. utt_duration=1315 frames, utt_pad_proportion=0.05192, over 1082.99 utterances.], giga_tot_loss[loss=0.1855, simple_loss=0.2653, pruned_loss=0.05286, over 1831845.12 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06593, over 14791.43 utterances.], batch size: 51, lr: 4.93e-04
2022-08-23 22:59:55,840 INFO [train.py:927] (5/8) Epoch 7, batch 350, giga_loss[loss=0.1549, simple_loss=0.2347, pruned_loss=0.03757, over 12400.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.187, simple_loss=0.2669, pruned_loss=0.05352, over 2046918.35 frames. utt_duration=518.1 frames, utt_pad_proportion=0.0698, over 15849.11 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3043, pruned_loss=0.06801, over 438942.19 frames. utt_duration=1235 frames, utt_pad_proportion=0.07624, over 1423.34 utterances.], giga_tot_loss[loss=0.183, simple_loss=0.2625, pruned_loss=0.05176, over 1954443.48 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06848, over 16245.84 utterances.], batch size: 133, lr: 4.93e-04
2022-08-23 23:01:39,476 INFO [train.py:927] (5/8) Epoch 7, batch 400, giga_loss[loss=0.1448, simple_loss=0.2316, pruned_loss=0.02898, over 12311.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02895, over 74.00 utterances.], tot_loss[loss=0.1831, simple_loss=0.263, pruned_loss=0.05164, over 2141111.09 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06917, over 16134.84 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3039, pruned_loss=0.06744, over 479270.95 frames. utt_duration=1254 frames, utt_pad_proportion=0.07002, over 1530.07 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.2588, pruned_loss=0.05004, over 2061001.99 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06859, over 16599.48 utterances.], batch size: 74, lr: 4.93e-04
2022-08-23 23:03:18,664 INFO [train.py:927] (5/8) Epoch 7, batch 450, giga_loss[loss=0.152, simple_loss=0.227, pruned_loss=0.03849, over 12458.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.02906, over 43.00 utterances.], tot_loss[loss=0.18, simple_loss=0.2595, pruned_loss=0.05026, over 2214954.08 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06617, over 16435.01 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3018, pruned_loss=0.06644, over 548335.35 frames. utt_duration=1281 frames, utt_pad_proportion=0.06166, over 1714.68 utterances.], giga_tot_loss[loss=0.1761, simple_loss=0.2551, pruned_loss=0.0486, over 2140876.23 frames. utt_duration=502.2 frames, utt_pad_proportion=0.0665, over 17102.11 utterances.], batch size: 43, lr: 4.93e-04
2022-08-23 23:05:02,257 INFO [train.py:927] (5/8) Epoch 7, batch 500, giga_loss[loss=0.2086, simple_loss=0.2904, pruned_loss=0.06339, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03685, over 37.00 utterances.], tot_loss[loss=0.1865, simple_loss=0.2657, pruned_loss=0.0536, over 2273318.18 frames. utt_duration=519.1 frames, utt_pad_proportion=0.07116, over 17567.34 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3016, pruned_loss=0.06647, over 586664.01 frames. utt_duration=1287 frames, utt_pad_proportion=0.05755, over 1825.59 utterances.], giga_tot_loss[loss=0.183, simple_loss=0.2617, pruned_loss=0.05212, over 2210312.44 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07173, over 18272.11 utterances.], batch size: 37, lr: 4.93e-04
2022-08-23 23:06:43,627 INFO [train.py:927] (5/8) Epoch 7, batch 550, giga_loss[loss=0.2116, simple_loss=0.3093, pruned_loss=0.05691, over 12423.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03226, over 75.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2776, pruned_loss=0.05861, over 2316676.43 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06859, over 17514.18 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3023, pruned_loss=0.06616, over 642375.37 frames. utt_duration=1277 frames, utt_pad_proportion=0.05568, over 2014.28 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2737, pruned_loss=0.05735, over 2261569.97 frames. utt_duration=495 frames, utt_pad_proportion=0.06946, over 18330.43 utterances.], batch size: 75, lr: 4.93e-04
2022-08-23 23:08:28,495 INFO [train.py:927] (5/8) Epoch 7, batch 600, giga_loss[loss=0.1842, simple_loss=0.2684, pruned_loss=0.05001, over 12412.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04105, over 26.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2855, pruned_loss=0.06121, over 2350403.77 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06412, over 17181.39 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3033, pruned_loss=0.06637, over 660671.83 frames. utt_duration=1259 frames, utt_pad_proportion=0.05764, over 2100.98 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2822, pruned_loss=0.06018, over 2305810.90 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06482, over 17881.58 utterances.], batch size: 26, lr: 4.93e-04
2022-08-23 23:10:09,981 INFO [train.py:927] (5/8) Epoch 7, batch 650, libri_loss[loss=0.2154, simple_loss=0.3006, pruned_loss=0.06511, over 12273.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006149, over 32.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2895, pruned_loss=0.06249, over 2377757.37 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06192, over 17668.87 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3003, pruned_loss=0.06489, over 705117.38 frames. utt_duration=1284 frames, utt_pad_proportion=0.05455, over 2199.47 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2874, pruned_loss=0.06203, over 2340153.57 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06293, over 18505.65 utterances.], batch size: 32, lr: 4.93e-04
2022-08-23 23:11:52,509 INFO [train.py:927] (5/8) Epoch 7, batch 700, giga_loss[loss=0.2565, simple_loss=0.3338, pruned_loss=0.08962, over 12364.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06571, over 183.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.295, pruned_loss=0.06559, over 2399900.83 frames. utt_duration=524 frames, utt_pad_proportion=0.06078, over 18372.34 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.302, pruned_loss=0.06615, over 740389.11 frames. utt_duration=1245 frames, utt_pad_proportion=0.06638, over 2381.52 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2928, pruned_loss=0.0649, over 2368380.55 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06042, over 19162.94 utterances.], batch size: 183, lr: 4.93e-04
2022-08-23 23:13:36,757 INFO [train.py:927] (5/8) Epoch 7, batch 750, giga_loss[loss=0.2165, simple_loss=0.3118, pruned_loss=0.06058, over 12421.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03754, over 123.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3008, pruned_loss=0.06862, over 2416334.02 frames. utt_duration=505 frames, utt_pad_proportion=0.06442, over 19194.80 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3028, pruned_loss=0.06631, over 748842.17 frames. utt_duration=1247 frames, utt_pad_proportion=0.06549, over 2404.61 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2989, pruned_loss=0.06808, over 2391592.51 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06414, over 19871.19 utterances.], batch size: 123, lr: 4.93e-04
2022-08-23 23:15:18,707 INFO [train.py:927] (5/8) Epoch 7, batch 800, libri_loss[loss=0.1667, simple_loss=0.2501, pruned_loss=0.04163, over 12190.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.02638, over 27.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3031, pruned_loss=0.06834, over 2428740.68 frames. utt_duration=530 frames, utt_pad_proportion=0.05941, over 18383.08 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3033, pruned_loss=0.06604, over 799859.42 frames. utt_duration=1267 frames, utt_pad_proportion=0.06119, over 2527.76 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3016, pruned_loss=0.06806, over 2407630.81 frames. utt_duration=501.2 frames, utt_pad_proportion=0.05983, over 19271.97 utterances.], batch size: 27, lr: 4.93e-04
2022-08-23 23:17:00,996 INFO [train.py:927] (5/8) Epoch 7, batch 850, giga_loss[loss=0.2176, simple_loss=0.3039, pruned_loss=0.06562, over 12420.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03951, over 123.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3041, pruned_loss=0.06781, over 2438131.75 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05631, over 17505.24 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3044, pruned_loss=0.06694, over 832909.55 frames. utt_duration=1274 frames, utt_pad_proportion=0.0583, over 2618.50 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3025, pruned_loss=0.06733, over 2420808.96 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05715, over 18405.77 utterances.], batch size: 123, lr: 4.93e-04
2022-08-23 23:18:45,268 INFO [train.py:927] (5/8) Epoch 7, batch 900, giga_loss[loss=0.2584, simple_loss=0.3299, pruned_loss=0.09342, over 12405.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.038, over 105.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3033, pruned_loss=0.06684, over 2445170.50 frames. utt_duration=580.4 frames, utt_pad_proportion=0.0563, over 16894.36 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3033, pruned_loss=0.06633, over 889200.63 frames. utt_duration=1285 frames, utt_pad_proportion=0.05432, over 2771.39 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3025, pruned_loss=0.06669, over 2430491.91 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05753, over 17940.00 utterances.], batch size: 105, lr: 4.92e-04
2022-08-23 23:20:25,513 INFO [train.py:927] (5/8) Epoch 7, batch 950, giga_loss[loss=0.2753, simple_loss=0.3368, pruned_loss=0.107, over 12398.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06894, over 211.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3051, pruned_loss=0.06914, over 2451560.80 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05547, over 16310.49 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3028, pruned_loss=0.06627, over 943759.23 frames. utt_duration=1262 frames, utt_pad_proportion=0.06384, over 2994.41 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3046, pruned_loss=0.0691, over 2439013.66 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05503, over 17385.81 utterances.], batch size: 211, lr: 4.92e-04
2022-08-23 23:22:09,663 INFO [train.py:927] (5/8) Epoch 7, batch 1000, giga_loss[loss=0.2301, simple_loss=0.3084, pruned_loss=0.07589, over 12383.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3054, pruned_loss=0.07031, over 2456127.69 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05596, over 16767.93 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3015, pruned_loss=0.06537, over 973964.70 frames. utt_duration=1267 frames, utt_pad_proportion=0.06213, over 3078.91 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3055, pruned_loss=0.0707, over 2445969.10 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05578, over 17790.23 utterances.], batch size: 161, lr: 4.92e-04
2022-08-23 23:23:52,920 INFO [train.py:927] (5/8) Epoch 7, batch 1050, giga_loss[loss=0.2251, simple_loss=0.3101, pruned_loss=0.07004, over 12382.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03046, over 58.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.305, pruned_loss=0.07087, over 2460035.96 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05518, over 17234.56 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3012, pruned_loss=0.06558, over 1018266.89 frames. utt_duration=1279 frames, utt_pad_proportion=0.05908, over 3189.19 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3053, pruned_loss=0.07123, over 2451595.64 frames. utt_duration=536.6 frames, utt_pad_proportion=0.0555, over 18326.26 utterances.], batch size: 58, lr: 4.92e-04
2022-08-23 23:25:35,671 INFO [train.py:927] (5/8) Epoch 7, batch 1100, giga_loss[loss=0.2085, simple_loss=0.2921, pruned_loss=0.0624, over 12372.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.0423, over 133.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3035, pruned_loss=0.07023, over 2463945.99 frames. utt_duration=562.8 frames, utt_pad_proportion=0.05804, over 17557.44 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3012, pruned_loss=0.06566, over 1061364.47 frames. utt_duration=1278 frames, utt_pad_proportion=0.05696, over 3326.50 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3039, pruned_loss=0.07063, over 2456877.84 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05841, over 18669.46 utterances.], batch size: 133, lr: 4.92e-04
2022-08-23 23:27:20,056 INFO [train.py:927] (5/8) Epoch 7, batch 1150, giga_loss[loss=0.1955, simple_loss=0.2764, pruned_loss=0.05728, over 12378.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07542, over 212.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2998, pruned_loss=0.06831, over 2466840.39 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06129, over 18590.04 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.301, pruned_loss=0.06523, over 1096445.42 frames. utt_duration=1282 frames, utt_pad_proportion=0.05484, over 3426.42 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3001, pruned_loss=0.06886, over 2460898.96 frames. utt_duration=501 frames, utt_pad_proportion=0.06177, over 19707.87 utterances.], batch size: 212, lr: 4.92e-04
2022-08-23 23:29:05,921 INFO [train.py:927] (5/8) Epoch 7, batch 1200, giga_loss[loss=0.1934, simple_loss=0.2763, pruned_loss=0.05519, over 12386.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04248, over 26.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2958, pruned_loss=0.06671, over 2468978.28 frames. utt_duration=500 frames, utt_pad_proportion=0.06972, over 19809.74 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3016, pruned_loss=0.06553, over 1110115.42 frames. utt_duration=1285 frames, utt_pad_proportion=0.05393, over 3459.09 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2957, pruned_loss=0.06703, over 2464327.06 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06989, over 20809.78 utterances.], batch size: 26, lr: 4.92e-04
2022-08-23 23:30:48,411 INFO [train.py:927] (5/8) Epoch 7, batch 1250, giga_loss[loss=0.194, simple_loss=0.2788, pruned_loss=0.05457, over 12343.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03195, over 104.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2951, pruned_loss=0.06637, over 2469926.94 frames. utt_duration=514.4 frames, utt_pad_proportion=0.0674, over 19260.83 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3003, pruned_loss=0.06507, over 1143615.12 frames. utt_duration=1293 frames, utt_pad_proportion=0.0522, over 3540.85 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2955, pruned_loss=0.06684, over 2466335.62 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06804, over 20340.19 utterances.], batch size: 104, lr: 4.92e-04
2022-08-23 23:32:31,101 INFO [train.py:927] (5/8) Epoch 7, batch 1300, giga_loss[loss=0.2033, simple_loss=0.2796, pruned_loss=0.06349, over 12202.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04219, over 28.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2931, pruned_loss=0.06591, over 2470278.67 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06552, over 17898.73 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3006, pruned_loss=0.06512, over 1189721.85 frames. utt_duration=1292 frames, utt_pad_proportion=0.04953, over 3686.82 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2931, pruned_loss=0.0663, over 2467036.65 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06686, over 19122.68 utterances.], batch size: 28, lr: 4.92e-04
2022-08-23 23:34:12,449 INFO [train.py:927] (5/8) Epoch 7, batch 1350, giga_loss[loss=0.1819, simple_loss=0.2722, pruned_loss=0.0458, over 12378.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02606, over 66.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2906, pruned_loss=0.06473, over 2470620.39 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06553, over 17419.92 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3006, pruned_loss=0.06467, over 1239894.38 frames. utt_duration=1276 frames, utt_pad_proportion=0.0543, over 3891.08 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2903, pruned_loss=0.06525, over 2468140.31 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06583, over 18714.07 utterances.], batch size: 66, lr: 4.92e-04
2022-08-23 23:35:53,241 INFO [train.py:927] (5/8) Epoch 7, batch 1400, giga_loss[loss=0.2283, simple_loss=0.305, pruned_loss=0.07582, over 12393.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07771, over 213.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2875, pruned_loss=0.06357, over 2471055.48 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06494, over 17201.37 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3003, pruned_loss=0.06429, over 1264395.72 frames. utt_duration=1277 frames, utt_pad_proportion=0.05266, over 3966.71 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2871, pruned_loss=0.06414, over 2469016.81 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06559, over 18395.10 utterances.], batch size: 213, lr: 4.92e-04
2022-08-23 23:37:36,556 INFO [train.py:927] (5/8) Epoch 7, batch 1450, giga_loss[loss=0.1943, simple_loss=0.2791, pruned_loss=0.05475, over 12439.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05366, over 162.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2842, pruned_loss=0.06253, over 2472372.52 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06239, over 17077.67 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3008, pruned_loss=0.06464, over 1282622.31 frames. utt_duration=1274 frames, utt_pad_proportion=0.05164, over 4030.85 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2834, pruned_loss=0.0628, over 2470568.35 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06334, over 18143.68 utterances.], batch size: 162, lr: 4.92e-04
2022-08-23 23:39:18,092 INFO [train.py:927] (5/8) Epoch 7, batch 1500, giga_loss[loss=0.2453, simple_loss=0.3089, pruned_loss=0.09081, over 12370.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06701, over 211.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2817, pruned_loss=0.06154, over 2472155.08 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06601, over 17407.53 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2995, pruned_loss=0.06391, over 1306205.35 frames. utt_duration=1284 frames, utt_pad_proportion=0.05031, over 4072.91 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2814, pruned_loss=0.06205, over 2470749.26 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06688, over 18446.79 utterances.], batch size: 211, lr: 4.92e-04
2022-08-23 23:41:02,949 INFO [train.py:927] (5/8) Epoch 7, batch 1550, giga_loss[loss=0.183, simple_loss=0.2564, pruned_loss=0.05478, over 12453.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03818, over 37.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2816, pruned_loss=0.06162, over 2471720.68 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06573, over 16982.55 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2992, pruned_loss=0.06374, over 1329396.42 frames. utt_duration=1290 frames, utt_pad_proportion=0.04904, over 4127.12 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2811, pruned_loss=0.06206, over 2470552.34 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06683, over 17989.24 utterances.], batch size: 37, lr: 4.91e-04
2022-08-23 23:42:46,698 INFO [train.py:927] (5/8) Epoch 7, batch 1600, libri_loss[loss=0.2028, simple_loss=0.2813, pruned_loss=0.06215, over 12280.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006666, over 32.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2861, pruned_loss=0.06424, over 2471986.99 frames. utt_duration=596.7 frames, utt_pad_proportion=0.06015, over 16614.20 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2979, pruned_loss=0.06339, over 1373663.02 frames. utt_duration=1306 frames, utt_pad_proportion=0.0467, over 4211.68 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2858, pruned_loss=0.06474, over 2471596.38 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06205, over 17805.38 utterances.], batch size: 32, lr: 4.91e-04
2022-08-23 23:44:27,451 INFO [train.py:927] (5/8) Epoch 7, batch 1650, giga_loss[loss=0.2249, simple_loss=0.308, pruned_loss=0.0709, over 12461.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03007, over 80.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2926, pruned_loss=0.06736, over 2471830.00 frames. utt_duration=577.6 frames, utt_pad_proportion=0.0609, over 17161.56 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2971, pruned_loss=0.06278, over 1416698.91 frames. utt_duration=1311 frames, utt_pad_proportion=0.04479, over 4329.08 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2926, pruned_loss=0.06821, over 2471603.93 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06293, over 18475.40 utterances.], batch size: 80, lr: 4.91e-04
2022-08-23 23:46:10,387 INFO [train.py:927] (5/8) Epoch 7, batch 1700, giga_loss[loss=0.2565, simple_loss=0.3284, pruned_loss=0.09227, over 12226.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02934, over 42.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2989, pruned_loss=0.06971, over 2472431.81 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06386, over 18055.99 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2967, pruned_loss=0.06251, over 1442788.46 frames. utt_duration=1315 frames, utt_pad_proportion=0.04338, over 4393.18 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.299, pruned_loss=0.07062, over 2472284.84 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06561, over 19328.96 utterances.], batch size: 42, lr: 4.91e-04
2022-08-23 23:47:53,001 INFO [train.py:927] (5/8) Epoch 7, batch 1750, giga_loss[loss=0.2029, simple_loss=0.2899, pruned_loss=0.05793, over 12380.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05965, over 182.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3045, pruned_loss=0.07241, over 2472130.35 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06705, over 18518.65 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2965, pruned_loss=0.06236, over 1457794.99 frames. utt_duration=1319 frames, utt_pad_proportion=0.04255, over 4426.10 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3048, pruned_loss=0.07333, over 2472312.17 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06849, over 19672.46 utterances.], batch size: 182, lr: 4.91e-04
2022-08-23 23:49:35,107 INFO [train.py:927] (5/8) Epoch 7, batch 1800, giga_loss[loss=0.1892, simple_loss=0.2724, pruned_loss=0.05302, over 12206.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03428, over 42.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3016, pruned_loss=0.0696, over 2472118.12 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06254, over 18152.80 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2963, pruned_loss=0.06206, over 1487818.92 frames. utt_duration=1321 frames, utt_pad_proportion=0.04183, over 4511.91 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3021, pruned_loss=0.07072, over 2472291.24 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06434, over 19379.27 utterances.], batch size: 42, lr: 4.91e-04
2022-08-23 23:51:20,556 INFO [train.py:927] (5/8) Epoch 7, batch 1850, giga_loss[loss=0.21, simple_loss=0.2934, pruned_loss=0.06328, over 12460.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.03172, over 92.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3034, pruned_loss=0.07042, over 2473197.40 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06196, over 18581.32 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2965, pruned_loss=0.06221, over 1492739.82 frames. utt_duration=1319 frames, utt_pad_proportion=0.04158, over 4530.35 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3038, pruned_loss=0.07125, over 2473333.28 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06346, over 19579.63 utterances.], batch size: 92, lr: 4.91e-04
2022-08-23 23:53:10,096 INFO [train.py:927] (5/8) Epoch 7, batch 1900, giga_loss[loss=0.2496, simple_loss=0.3232, pruned_loss=0.08798, over 12373.00 frames. utt_duration=307.1 frames, utt_pad_proportion=0.05804, over 162.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3054, pruned_loss=0.07149, over 2473110.13 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05985, over 18381.96 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2962, pruned_loss=0.06216, over 1507368.65 frames. utt_duration=1324 frames, utt_pad_proportion=0.04097, over 4559.22 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3059, pruned_loss=0.0723, over 2473218.10 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06136, over 19334.81 utterances.], batch size: 162, lr: 4.91e-04
2022-08-23 23:54:53,967 INFO [train.py:927] (5/8) Epoch 7, batch 1950, giga_loss[loss=0.2495, simple_loss=0.3191, pruned_loss=0.08993, over 12369.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04238, over 133.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3075, pruned_loss=0.07312, over 2473708.18 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06442, over 18222.91 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2958, pruned_loss=0.06181, over 1531074.56 frames. utt_duration=1328 frames, utt_pad_proportion=0.0397, over 4617.71 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3083, pruned_loss=0.07415, over 2473965.36 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06579, over 19218.72 utterances.], batch size: 133, lr: 4.91e-04
2022-08-23 23:56:36,270 INFO [train.py:927] (5/8) Epoch 7, batch 2000, giga_loss[loss=0.236, simple_loss=0.3165, pruned_loss=0.07777, over 12351.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03218, over 62.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3075, pruned_loss=0.07289, over 2473236.52 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06653, over 17855.00 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2961, pruned_loss=0.06203, over 1549665.57 frames. utt_duration=1306 frames, utt_pad_proportion=0.047, over 4751.22 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3082, pruned_loss=0.07377, over 2473535.65 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06622, over 18753.10 utterances.], batch size: 62, lr: 4.91e-04
2022-08-23 23:58:18,873 INFO [train.py:927] (5/8) Epoch 7, batch 2050, giga_loss[loss=0.2625, simple_loss=0.3382, pruned_loss=0.09336, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03237, over 42.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.31, pruned_loss=0.07347, over 2473560.15 frames. utt_duration=587.2 frames, utt_pad_proportion=0.06478, over 16892.25 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2968, pruned_loss=0.06193, over 1577179.31 frames. utt_duration=1303 frames, utt_pad_proportion=0.04669, over 4845.48 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3105, pruned_loss=0.07451, over 2473664.30 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06494, over 17865.39 utterances.], batch size: 42, lr: 4.91e-04
2022-08-24 00:00:02,114 INFO [train.py:927] (5/8) Epoch 7, batch 2100, giga_loss[loss=0.2078, simple_loss=0.2873, pruned_loss=0.06415, over 12311.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03161, over 28.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3093, pruned_loss=0.07348, over 2472831.53 frames. utt_duration=616.1 frames, utt_pad_proportion=0.06035, over 16094.08 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2966, pruned_loss=0.0619, over 1590309.80 frames. utt_duration=1307 frames, utt_pad_proportion=0.04626, over 4871.73 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3099, pruned_loss=0.07445, over 2473100.30 frames. utt_duration=583.7 frames, utt_pad_proportion=0.0609, over 16990.56 utterances.], batch size: 28, lr: 4.91e-04
2022-08-24 00:01:42,749 INFO [train.py:927] (5/8) Epoch 7, batch 2150, giga_loss[loss=0.2145, simple_loss=0.2952, pruned_loss=0.06686, over 12409.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04424, over 31.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3083, pruned_loss=0.07322, over 2473321.89 frames. utt_duration=639.1 frames, utt_pad_proportion=0.05662, over 15516.07 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2964, pruned_loss=0.06186, over 1616540.99 frames. utt_duration=1303 frames, utt_pad_proportion=0.0463, over 4967.17 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3092, pruned_loss=0.07433, over 2473489.02 frames. utt_duration=603 frames, utt_pad_proportion=0.05743, over 16448.33 utterances.], batch size: 31, lr: 4.91e-04
2022-08-24 00:03:25,024 INFO [train.py:927] (5/8) Epoch 7, batch 2200, libri_loss[loss=0.2054, simple_loss=0.3035, pruned_loss=0.05366, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01377, over 40.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3087, pruned_loss=0.0738, over 2473144.92 frames. utt_duration=623.8 frames, utt_pad_proportion=0.05779, over 15897.05 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2962, pruned_loss=0.06167, over 1629248.72 frames. utt_duration=1304 frames, utt_pad_proportion=0.04555, over 5002.48 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3098, pruned_loss=0.07496, over 2473348.25 frames. utt_duration=592 frames, utt_pad_proportion=0.05864, over 16755.70 utterances.], batch size: 40, lr: 4.90e-04
2022-08-24 00:05:08,178 INFO [train.py:927] (5/8) Epoch 7, batch 2250, giga_loss[loss=0.2531, simple_loss=0.3194, pruned_loss=0.09339, over 12160.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.0347, over 36.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3086, pruned_loss=0.07349, over 2472627.54 frames. utt_duration=645.5 frames, utt_pad_proportion=0.05463, over 15358.67 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2959, pruned_loss=0.06149, over 1641730.24 frames. utt_duration=1309 frames, utt_pad_proportion=0.04483, over 5024.36 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3097, pruned_loss=0.07467, over 2472873.80 frames. utt_duration=613.7 frames, utt_pad_proportion=0.05574, over 16157.71 utterances.], batch size: 36, lr: 4.90e-04
2022-08-24 00:06:52,149 INFO [train.py:927] (5/8) Epoch 7, batch 2300, giga_loss[loss=0.2693, simple_loss=0.3249, pruned_loss=0.1068, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03168, over 42.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.07466, over 2472389.64 frames. utt_duration=631.3 frames, utt_pad_proportion=0.06095, over 15701.61 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2957, pruned_loss=0.06142, over 1665937.03 frames. utt_duration=1313 frames, utt_pad_proportion=0.04346, over 5081.93 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3102, pruned_loss=0.07597, over 2472934.60 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06203, over 16562.86 utterances.], batch size: 42, lr: 4.90e-04
2022-08-24 00:08:33,702 INFO [train.py:927] (5/8) Epoch 7, batch 2350, giga_loss[loss=0.229, simple_loss=0.322, pruned_loss=0.068, over 12380.00 frames. utt_duration=972.6 frames, utt_pad_proportion=0.03123, over 51.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3096, pruned_loss=0.0768, over 2472129.27 frames. utt_duration=640.3 frames, utt_pad_proportion=0.06115, over 15480.18 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2965, pruned_loss=0.0623, over 1689673.03 frames. utt_duration=1314 frames, utt_pad_proportion=0.04237, over 5148.65 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3105, pruned_loss=0.07768, over 2472684.47 frames. utt_duration=605 frames, utt_pad_proportion=0.06252, over 16388.98 utterances.], batch size: 51, lr: 4.90e-04
2022-08-24 00:10:15,553 INFO [train.py:927] (5/8) Epoch 7, batch 2400, giga_loss[loss=0.1995, simple_loss=0.2746, pruned_loss=0.06217, over 12484.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04172, over 34.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3093, pruned_loss=0.07765, over 2472434.30 frames. utt_duration=644.1 frames, utt_pad_proportion=0.05828, over 15391.06 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2964, pruned_loss=0.06259, over 1716290.40 frames. utt_duration=1323 frames, utt_pad_proportion=0.04128, over 5196.64 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3106, pruned_loss=0.07866, over 2473193.30 frames. utt_duration=604.8 frames, utt_pad_proportion=0.06009, over 16397.24 utterances.], batch size: 34, lr: 4.90e-04
2022-08-24 00:11:59,119 INFO [train.py:927] (5/8) Epoch 7, batch 2450, giga_loss[loss=0.2056, simple_loss=0.2851, pruned_loss=0.06307, over 12385.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03432, over 122.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3073, pruned_loss=0.07705, over 2471998.68 frames. utt_duration=640 frames, utt_pad_proportion=0.05601, over 15485.86 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2966, pruned_loss=0.06272, over 1734896.76 frames. utt_duration=1326 frames, utt_pad_proportion=0.04018, over 5239.26 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3085, pruned_loss=0.07813, over 2472729.57 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05804, over 16488.40 utterances.], batch size: 122, lr: 4.90e-04
2022-08-24 00:13:39,935 INFO [train.py:927] (5/8) Epoch 7, batch 2500, giga_loss[loss=0.2292, simple_loss=0.3107, pruned_loss=0.07388, over 12350.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3033, pruned_loss=0.07468, over 2470653.33 frames. utt_duration=636.5 frames, utt_pad_proportion=0.05617, over 15563.89 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2971, pruned_loss=0.06305, over 1756367.74 frames. utt_duration=1325 frames, utt_pad_proportion=0.03941, over 5307.14 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3042, pruned_loss=0.0757, over 2471547.11 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05824, over 16589.06 utterances.], batch size: 97, lr: 4.90e-04
2022-08-24 00:15:22,353 INFO [train.py:927] (5/8) Epoch 7, batch 2550, giga_loss[loss=0.2018, simple_loss=0.2914, pruned_loss=0.05614, over 12401.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02615, over 66.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3004, pruned_loss=0.0724, over 2470805.56 frames. utt_duration=648.2 frames, utt_pad_proportion=0.05785, over 15283.14 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2974, pruned_loss=0.06319, over 1787752.05 frames. utt_duration=1319 frames, utt_pad_proportion=0.03913, over 5428.77 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3011, pruned_loss=0.07357, over 2471663.18 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05999, over 16422.57 utterances.], batch size: 66, lr: 4.90e-04
2022-08-24 00:17:04,913 INFO [train.py:927] (5/8) Epoch 7, batch 2600, giga_loss[loss=0.1805, simple_loss=0.2603, pruned_loss=0.05032, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03263, over 40.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3019, pruned_loss=0.07249, over 2472012.41 frames. utt_duration=598.1 frames, utt_pad_proportion=0.06473, over 16574.70 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2986, pruned_loss=0.06367, over 1815062.70 frames. utt_duration=1315 frames, utt_pad_proportion=0.03868, over 5528.85 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3019, pruned_loss=0.07345, over 2472324.38 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06632, over 17763.08 utterances.], batch size: 40, lr: 4.90e-04
2022-08-24 00:18:46,624 INFO [train.py:927] (5/8) Epoch 7, batch 2650, giga_loss[loss=0.2297, simple_loss=0.3125, pruned_loss=0.07348, over 12384.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03782, over 113.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3012, pruned_loss=0.071, over 2471787.67 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06467, over 16688.97 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2985, pruned_loss=0.06344, over 1847104.14 frames. utt_duration=1320 frames, utt_pad_proportion=0.03696, over 5602.54 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3014, pruned_loss=0.07231, over 2472098.99 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06691, over 18110.76 utterances.], batch size: 113, lr: 4.90e-04
2022-08-24 00:20:27,887 INFO [train.py:927] (5/8) Epoch 7, batch 2700, libri_loss[loss=0.2395, simple_loss=0.3292, pruned_loss=0.07484, over 12409.00 frames. utt_duration=764.8 frames, utt_pad_proportion=0.1309, over 65.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3007, pruned_loss=0.06983, over 2472050.45 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06037, over 16734.53 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2989, pruned_loss=0.06382, over 1865380.69 frames. utt_duration=1318 frames, utt_pad_proportion=0.03721, over 5668.95 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3006, pruned_loss=0.07081, over 2472532.33 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06264, over 18115.39 utterances.], batch size: 65, lr: 4.90e-04
2022-08-24 00:22:07,323 INFO [train.py:927] (5/8) Epoch 7, batch 2750, libri_loss[loss=0.184, simple_loss=0.2691, pruned_loss=0.04939, over 12221.00 frames. utt_duration=1631 frames, utt_pad_proportion=0.006317, over 30.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3005, pruned_loss=0.06942, over 2472374.54 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05963, over 16449.85 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2992, pruned_loss=0.06395, over 1880376.80 frames. utt_duration=1304 frames, utt_pad_proportion=0.04174, over 5775.31 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3003, pruned_loss=0.07027, over 2472805.84 frames. utt_duration=559.9 frames, utt_pad_proportion=0.0606, over 17712.13 utterances.], batch size: 30, lr: 4.90e-04
2022-08-24 00:23:48,941 INFO [train.py:927] (5/8) Epoch 7, batch 2800, giga_loss[loss=0.2355, simple_loss=0.3101, pruned_loss=0.08043, over 12437.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03849, over 40.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3007, pruned_loss=0.06943, over 2473177.95 frames. utt_duration=600.4 frames, utt_pad_proportion=0.05847, over 16517.41 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2996, pruned_loss=0.06412, over 1883296.91 frames. utt_duration=1298 frames, utt_pad_proportion=0.04281, over 5811.43 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3003, pruned_loss=0.06999, over 2473553.73 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05903, over 17522.90 utterances.], batch size: 40, lr: 4.90e-04
2022-08-24 00:25:30,260 INFO [train.py:927] (5/8) Epoch 7, batch 2850, giga_loss[loss=0.234, simple_loss=0.3196, pruned_loss=0.07424, over 12339.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0324, over 104.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3029, pruned_loss=0.07001, over 2473210.13 frames. utt_duration=599.3 frames, utt_pad_proportion=0.05512, over 16548.89 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2999, pruned_loss=0.06405, over 1898140.37 frames. utt_duration=1297 frames, utt_pad_proportion=0.0432, over 5860.32 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3023, pruned_loss=0.07064, over 2473283.70 frames. utt_duration=565.3 frames, utt_pad_proportion=0.05581, over 17548.01 utterances.], batch size: 104, lr: 4.89e-04
2022-08-24 00:27:10,047 INFO [train.py:927] (5/8) Epoch 7, batch 2900, giga_loss[loss=0.2045, simple_loss=0.2916, pruned_loss=0.05873, over 12322.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03216, over 70.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3041, pruned_loss=0.07026, over 2473574.30 frames. utt_duration=587.5 frames, utt_pad_proportion=0.06104, over 16885.47 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3007, pruned_loss=0.06438, over 1926541.71 frames. utt_duration=1297 frames, utt_pad_proportion=0.04138, over 5946.53 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3033, pruned_loss=0.07081, over 2473371.98 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06209, over 18127.31 utterances.], batch size: 70, lr: 4.89e-04
2022-08-24 00:28:50,878 INFO [train.py:927] (5/8) Epoch 7, batch 2950, giga_loss[loss=0.2287, simple_loss=0.3081, pruned_loss=0.07464, over 12341.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03157, over 85.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3046, pruned_loss=0.07052, over 2473693.02 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06189, over 17195.08 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3009, pruned_loss=0.06451, over 1937567.96 frames. utt_duration=1291 frames, utt_pad_proportion=0.0417, over 6011.07 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3039, pruned_loss=0.07097, over 2473384.72 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06274, over 18313.32 utterances.], batch size: 85, lr: 4.89e-04
2022-08-24 00:30:32,062 INFO [train.py:927] (5/8) Epoch 7, batch 3000, giga_loss[loss=0.2119, simple_loss=0.2952, pruned_loss=0.06429, over 12397.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06383, over 183.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.303, pruned_loss=0.07011, over 2473767.96 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05867, over 17128.87 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3009, pruned_loss=0.06463, over 1945678.45 frames. utt_duration=1294 frames, utt_pad_proportion=0.04112, over 6022.86 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3025, pruned_loss=0.07045, over 2473418.07 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05979, over 18164.84 utterances.], batch size: 183, lr: 4.89e-04
2022-08-24 00:30:32,063 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 00:30:45,388 INFO [train.py:967] (5/8) 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] (5/8) Epoch 7, batch 3050, giga_loss[loss=0.2033, simple_loss=0.3021, pruned_loss=0.0523, over 12450.00 frames. utt_duration=712.8 frames, utt_pad_proportion=0.02216, over 70.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3025, pruned_loss=0.06915, over 2474650.45 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06083, over 18338.24 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3011, pruned_loss=0.06467, over 1950927.25 frames. utt_duration=1293 frames, utt_pad_proportion=0.04078, over 6040.57 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.302, pruned_loss=0.06945, over 2474400.77 frames. utt_duration=516 frames, utt_pad_proportion=0.06171, over 19235.87 utterances.], batch size: 70, lr: 4.89e-04
2022-08-24 00:34:01,217 INFO [train.py:927] (5/8) Epoch 7, batch 3100, giga_loss[loss=0.2424, simple_loss=0.3303, pruned_loss=0.07728, over 12397.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03488, over 80.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3029, pruned_loss=0.06877, over 2474377.62 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06035, over 18430.25 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3018, pruned_loss=0.06484, over 1953480.62 frames. utt_duration=1288 frames, utt_pad_proportion=0.04182, over 6075.36 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.302, pruned_loss=0.0689, over 2474236.48 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06084, over 19154.15 utterances.], batch size: 80, lr: 4.89e-04
2022-08-24 00:35:39,482 INFO [train.py:927] (5/8) Epoch 7, batch 3150, giga_loss[loss=0.1948, simple_loss=0.283, pruned_loss=0.05326, over 12391.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.02657, over 62.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3008, pruned_loss=0.06869, over 2474206.21 frames. utt_duration=570 frames, utt_pad_proportion=0.05903, over 17407.95 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3019, pruned_loss=0.06496, over 1965885.40 frames. utt_duration=1293 frames, utt_pad_proportion=0.04095, over 6086.34 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3, pruned_loss=0.0688, over 2474516.95 frames. utt_duration=544.3 frames, utt_pad_proportion=0.05991, over 18234.41 utterances.], batch size: 62, lr: 4.89e-04
2022-08-24 00:37:17,608 INFO [train.py:927] (5/8) Epoch 7, batch 3200, giga_loss[loss=0.2071, simple_loss=0.2966, pruned_loss=0.05882, over 12333.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0339, over 97.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2981, pruned_loss=0.06785, over 2473481.90 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05739, over 17261.42 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.302, pruned_loss=0.06485, over 1978509.65 frames. utt_duration=1297 frames, utt_pad_proportion=0.03997, over 6110.89 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2974, pruned_loss=0.06809, over 2473692.52 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05862, over 18145.90 utterances.], batch size: 97, lr: 4.89e-04
2022-08-24 00:38:57,873 INFO [train.py:927] (5/8) Epoch 7, batch 3250, giga_loss[loss=0.22, simple_loss=0.2948, pruned_loss=0.07263, over 12422.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03701, over 105.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2958, pruned_loss=0.06712, over 2473491.12 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05794, over 17279.07 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3012, pruned_loss=0.06452, over 1992685.34 frames. utt_duration=1297 frames, utt_pad_proportion=0.04016, over 6151.83 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2956, pruned_loss=0.06764, over 2474089.74 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05901, over 18237.14 utterances.], batch size: 105, lr: 4.89e-04
2022-08-24 00:40:38,009 INFO [train.py:927] (5/8) Epoch 7, batch 3300, giga_loss[loss=0.19, simple_loss=0.2686, pruned_loss=0.05566, over 12452.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03415, over 98.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2921, pruned_loss=0.06594, over 2473639.02 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05788, over 17328.60 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3009, pruned_loss=0.06432, over 2004652.04 frames. utt_duration=1303 frames, utt_pad_proportion=0.03947, over 6159.97 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2921, pruned_loss=0.06654, over 2474055.05 frames. utt_duration=541 frames, utt_pad_proportion=0.05911, over 18342.01 utterances.], batch size: 98, lr: 4.89e-04
2022-08-24 00:42:17,032 INFO [train.py:927] (5/8) Epoch 7, batch 3350, giga_loss[loss=0.2215, simple_loss=0.2991, pruned_loss=0.07192, over 12364.00 frames. utt_duration=619.9 frames, utt_pad_proportion=0.03738, over 80.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2919, pruned_loss=0.06546, over 2473838.59 frames. utt_duration=578.7 frames, utt_pad_proportion=0.05461, over 17143.27 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3006, pruned_loss=0.06407, over 2018400.92 frames. utt_duration=1305 frames, utt_pad_proportion=0.03852, over 6192.70 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2918, pruned_loss=0.06615, over 2474290.74 frames. utt_duration=544.6 frames, utt_pad_proportion=0.05625, over 18223.36 utterances.], batch size: 80, lr: 4.89e-04
2022-08-24 00:43:56,924 INFO [train.py:927] (5/8) Epoch 7, batch 3400, libri_loss[loss=0.2328, simple_loss=0.3176, pruned_loss=0.07401, over 12487.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006557, over 36.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2946, pruned_loss=0.06646, over 2473888.61 frames. utt_duration=604 frames, utt_pad_proportion=0.05092, over 16423.89 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3013, pruned_loss=0.06465, over 2036428.23 frames. utt_duration=1304 frames, utt_pad_proportion=0.03741, over 6251.93 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2938, pruned_loss=0.06664, over 2474121.56 frames. utt_duration=563 frames, utt_pad_proportion=0.0531, over 17624.48 utterances.], batch size: 36, lr: 4.89e-04
2022-08-24 00:45:36,709 INFO [train.py:927] (5/8) Epoch 7, batch 3450, giga_loss[loss=0.2452, simple_loss=0.3217, pruned_loss=0.08433, over 12400.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05789, over 182.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2973, pruned_loss=0.06725, over 2474498.56 frames. utt_duration=602.9 frames, utt_pad_proportion=0.05129, over 16459.30 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.301, pruned_loss=0.06461, over 2045198.46 frames. utt_duration=1308 frames, utt_pad_proportion=0.03677, over 6261.81 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2967, pruned_loss=0.06747, over 2474609.84 frames. utt_duration=564.4 frames, utt_pad_proportion=0.05327, over 17584.22 utterances.], batch size: 182, lr: 4.89e-04
2022-08-24 00:47:22,652 INFO [train.py:927] (5/8) Epoch 7, batch 3500, giga_loss[loss=0.2748, simple_loss=0.3442, pruned_loss=0.1027, over 12421.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.03, over 122.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3021, pruned_loss=0.0708, over 2474718.75 frames. utt_duration=580.6 frames, utt_pad_proportion=0.0554, over 17094.01 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3011, pruned_loss=0.06467, over 2047315.47 frames. utt_duration=1307 frames, utt_pad_proportion=0.03664, over 6271.50 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3016, pruned_loss=0.07094, over 2474833.58 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05677, over 18011.20 utterances.], batch size: 122, lr: 4.88e-04
2022-08-24 00:49:04,630 INFO [train.py:927] (5/8) Epoch 7, batch 3550, giga_loss[loss=0.2541, simple_loss=0.3225, pruned_loss=0.09285, over 12246.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02524, over 45.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3099, pruned_loss=0.07568, over 2474081.53 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06007, over 18067.61 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3021, pruned_loss=0.065, over 2057556.79 frames. utt_duration=1312 frames, utt_pad_proportion=0.036, over 6278.59 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3089, pruned_loss=0.07575, over 2474450.25 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06126, over 19046.74 utterances.], batch size: 45, lr: 4.88e-04
2022-08-24 00:50:48,015 INFO [train.py:927] (5/8) Epoch 7, batch 3600, giga_loss[loss=0.2431, simple_loss=0.3289, pruned_loss=0.07866, over 12401.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03289, over 80.00 utterances.], tot_loss[loss=0.239, simple_loss=0.316, pruned_loss=0.08103, over 2474279.39 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06541, over 19129.97 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3018, pruned_loss=0.06492, over 2063639.71 frames. utt_duration=1314 frames, utt_pad_proportion=0.03555, over 6287.32 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3156, pruned_loss=0.08135, over 2474709.57 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06633, over 20069.84 utterances.], batch size: 80, lr: 4.88e-04
2022-08-24 00:52:33,671 INFO [train.py:927] (5/8) Epoch 7, batch 3650, giga_loss[loss=0.2633, simple_loss=0.3337, pruned_loss=0.09648, over 12379.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03504, over 122.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3224, pruned_loss=0.08659, over 2474490.46 frames. utt_duration=490.7 frames, utt_pad_proportion=0.06934, over 20232.07 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3019, pruned_loss=0.06496, over 2067740.20 frames. utt_duration=1313 frames, utt_pad_proportion=0.03535, over 6308.40 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3222, pruned_loss=0.087, over 2474824.66 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07007, over 21075.28 utterances.], batch size: 122, lr: 4.88e-04
2022-08-24 00:54:19,649 INFO [train.py:927] (5/8) Epoch 7, batch 3700, giga_loss[loss=0.3463, simple_loss=0.3827, pruned_loss=0.155, over 12339.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2153, over 374.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.328, pruned_loss=0.09188, over 2474659.64 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07428, over 21258.91 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.302, pruned_loss=0.0649, over 2077460.79 frames. utt_duration=1309 frames, utt_pad_proportion=0.03593, over 6356.26 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3282, pruned_loss=0.09275, over 2475236.88 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07475, over 22195.57 utterances.], batch size: 374, lr: 4.88e-04
2022-08-24 00:56:07,682 INFO [train.py:927] (5/8) Epoch 7, batch 3750, libri_loss[loss=0.2279, simple_loss=0.3047, pruned_loss=0.07561, over 12229.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006049, over 34.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3346, pruned_loss=0.09741, over 2474948.95 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07789, over 22381.87 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3023, pruned_loss=0.06505, over 2087301.96 frames. utt_duration=1311 frames, utt_pad_proportion=0.03519, over 6375.06 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3353, pruned_loss=0.09869, over 2475426.55 frames. utt_duration=423.3 frames, utt_pad_proportion=0.0786, over 23471.67 utterances.], batch size: 34, lr: 4.88e-04
2022-08-24 00:57:53,397 INFO [train.py:927] (5/8) Epoch 7, batch 3800, giga_loss[loss=0.2641, simple_loss=0.334, pruned_loss=0.09705, over 12367.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03232, over 62.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3349, pruned_loss=0.09873, over 2474794.74 frames. utt_duration=444 frames, utt_pad_proportion=0.08058, over 22370.95 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3023, pruned_loss=0.06506, over 2098582.60 frames. utt_duration=1311 frames, utt_pad_proportion=0.03469, over 6408.56 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3364, pruned_loss=0.1007, over 2475378.38 frames. utt_duration=420 frames, utt_pad_proportion=0.08157, over 23655.26 utterances.], batch size: 62, lr: 4.88e-04
2022-08-24 00:59:38,989 INFO [train.py:927] (5/8) Epoch 7, batch 3850, giga_loss[loss=0.2474, simple_loss=0.3213, pruned_loss=0.0868, over 12470.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04566, over 34.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3347, pruned_loss=0.09774, over 2475015.19 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07508, over 21396.56 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3019, pruned_loss=0.06495, over 2105772.96 frames. utt_duration=1316 frames, utt_pad_proportion=0.03416, over 6408.45 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3366, pruned_loss=0.09992, over 2475701.60 frames. utt_duration=438 frames, utt_pad_proportion=0.07654, over 22683.94 utterances.], batch size: 34, lr: 4.88e-04
2022-08-24 01:01:28,903 INFO [train.py:927] (5/8) Epoch 7, batch 3900, giga_loss[loss=0.2425, simple_loss=0.3112, pruned_loss=0.08693, over 12368.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03069, over 58.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.336, pruned_loss=0.09741, over 2474632.11 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07488, over 21290.97 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3021, pruned_loss=0.06487, over 2112893.62 frames. utt_duration=1319 frames, utt_pad_proportion=0.03357, over 6414.28 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3379, pruned_loss=0.09979, over 2475353.64 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07641, over 22582.25 utterances.], batch size: 58, lr: 4.88e-04
2022-08-24 01:03:14,836 INFO [train.py:927] (5/8) Epoch 7, batch 3950, giga_loss[loss=0.2664, simple_loss=0.3474, pruned_loss=0.09271, over 12382.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02688, over 91.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3342, pruned_loss=0.0945, over 2474866.67 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07216, over 20442.00 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3032, pruned_loss=0.06544, over 2121667.41 frames. utt_duration=1317 frames, utt_pad_proportion=0.03433, over 6451.69 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3358, pruned_loss=0.09666, over 2475616.56 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07371, over 21771.43 utterances.], batch size: 91, lr: 4.88e-04
2022-08-24 01:05:03,563 INFO [train.py:927] (5/8) Epoch 7, batch 4000, giga_loss[loss=0.2411, simple_loss=0.3253, pruned_loss=0.0784, over 12456.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03209, over 86.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3319, pruned_loss=0.0919, over 2474903.02 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07066, over 20658.03 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.303, pruned_loss=0.06525, over 2124978.59 frames. utt_duration=1319 frames, utt_pad_proportion=0.03416, over 6449.20 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3335, pruned_loss=0.09398, over 2475677.47 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07209, over 21829.35 utterances.], batch size: 86, lr: 4.88e-04
2022-08-24 01:06:47,078 INFO [train.py:927] (5/8) Epoch 7, batch 4050, libri_loss[loss=0.2068, simple_loss=0.2977, pruned_loss=0.058, over 12472.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007786, over 39.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3294, pruned_loss=0.09016, over 2474744.83 frames. utt_duration=478.8 frames, utt_pad_proportion=0.0719, over 20736.70 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3027, pruned_loss=0.06494, over 2137065.32 frames. utt_duration=1323 frames, utt_pad_proportion=0.03315, over 6470.27 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3318, pruned_loss=0.0929, over 2475321.47 frames. utt_duration=449 frames, utt_pad_proportion=0.07366, over 22125.20 utterances.], batch size: 39, lr: 4.88e-04
2022-08-24 01:08:34,995 INFO [train.py:927] (5/8) Epoch 7, batch 4100, giga_loss[loss=0.2412, simple_loss=0.3157, pruned_loss=0.0833, over 12144.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03366, over 36.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3286, pruned_loss=0.08981, over 2474605.99 frames. utt_duration=477.8 frames, utt_pad_proportion=0.0733, over 20782.31 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3021, pruned_loss=0.06469, over 2150010.97 frames. utt_duration=1328 frames, utt_pad_proportion=0.03212, over 6485.23 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3319, pruned_loss=0.09313, over 2475355.18 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07534, over 22407.14 utterances.], batch size: 36, lr: 4.88e-04
2022-08-24 01:10:24,904 INFO [train.py:927] (5/8) Epoch 7, batch 4150, giga_loss[loss=0.2529, simple_loss=0.333, pruned_loss=0.08639, over 12388.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.03868, over 40.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3279, pruned_loss=0.0877, over 2474430.55 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07122, over 20118.24 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3025, pruned_loss=0.06514, over 2164082.82 frames. utt_duration=1315 frames, utt_pad_proportion=0.03675, over 6590.58 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3313, pruned_loss=0.09101, over 2475246.99 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07238, over 21918.53 utterances.], batch size: 40, lr: 4.88e-04
2022-08-24 01:12:08,476 INFO [train.py:927] (5/8) Epoch 7, batch 4200, giga_loss[loss=0.2876, simple_loss=0.3599, pruned_loss=0.1076, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04973, over 161.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3283, pruned_loss=0.08722, over 2474115.91 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07272, over 20135.47 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3026, pruned_loss=0.06507, over 2178875.35 frames. utt_duration=1315 frames, utt_pad_proportion=0.03574, over 6635.72 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3323, pruned_loss=0.09102, over 2475127.52 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07448, over 22198.88 utterances.], batch size: 161, lr: 4.87e-04
2022-08-24 01:13:54,735 INFO [train.py:927] (5/8) Epoch 7, batch 4250, giga_loss[loss=0.2327, simple_loss=0.315, pruned_loss=0.07524, over 12203.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03314, over 39.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3278, pruned_loss=0.08741, over 2474680.41 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06759, over 19681.58 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3022, pruned_loss=0.06497, over 2181821.05 frames. utt_duration=1317 frames, utt_pad_proportion=0.03545, over 6633.37 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3313, pruned_loss=0.09065, over 2475478.21 frames. utt_duration=463.8 frames, utt_pad_proportion=0.06959, over 21417.15 utterances.], batch size: 39, lr: 4.87e-04
2022-08-24 01:15:39,052 INFO [train.py:927] (5/8) Epoch 7, batch 4300, giga_loss[loss=0.2024, simple_loss=0.2877, pruned_loss=0.05859, over 12335.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.326, pruned_loss=0.08655, over 2474279.15 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06684, over 19467.41 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.303, pruned_loss=0.06525, over 2187089.90 frames. utt_duration=1318 frames, utt_pad_proportion=0.03496, over 6647.53 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3287, pruned_loss=0.08931, over 2475411.58 frames. utt_duration=471.5 frames, utt_pad_proportion=0.06886, over 21065.67 utterances.], batch size: 62, lr: 4.87e-04
2022-08-24 01:17:26,836 INFO [train.py:927] (5/8) Epoch 7, batch 4350, giga_loss[loss=0.2564, simple_loss=0.3376, pruned_loss=0.08757, over 12368.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.0321, over 62.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3252, pruned_loss=0.08476, over 2473957.32 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06545, over 19145.84 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.303, pruned_loss=0.06526, over 2189666.28 frames. utt_duration=1317 frames, utt_pad_proportion=0.03518, over 6658.97 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3275, pruned_loss=0.08711, over 2475103.08 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06722, over 20504.18 utterances.], batch size: 62, lr: 4.87e-04
2022-08-24 01:19:12,858 INFO [train.py:927] (5/8) Epoch 7, batch 4400, giga_loss[loss=0.2652, simple_loss=0.3254, pruned_loss=0.1025, over 12410.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02292, over 48.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3247, pruned_loss=0.08568, over 2474214.09 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07246, over 20454.53 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3028, pruned_loss=0.06521, over 2192545.42 frames. utt_duration=1319 frames, utt_pad_proportion=0.03492, over 6654.39 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3269, pruned_loss=0.08772, over 2475077.52 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07357, over 21632.39 utterances.], batch size: 48, lr: 4.87e-04
2022-08-24 01:20:58,496 INFO [train.py:927] (5/8) Epoch 7, batch 4450, giga_loss[loss=0.2794, simple_loss=0.3528, pruned_loss=0.103, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03228, over 104.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3226, pruned_loss=0.08538, over 2473993.71 frames. utt_duration=488.9 frames, utt_pad_proportion=0.0709, over 20300.90 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3025, pruned_loss=0.06507, over 2195038.65 frames. utt_duration=1323 frames, utt_pad_proportion=0.03481, over 6645.86 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3248, pruned_loss=0.08727, over 2474946.18 frames. utt_duration=465 frames, utt_pad_proportion=0.07199, over 21355.44 utterances.], batch size: 104, lr: 4.87e-04
2022-08-24 01:22:43,869 INFO [train.py:927] (5/8) Epoch 7, batch 4500, giga_loss[loss=0.2516, simple_loss=0.3197, pruned_loss=0.09174, over 12428.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03126, over 80.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3218, pruned_loss=0.0853, over 2474471.28 frames. utt_duration=489 frames, utt_pad_proportion=0.06969, over 20301.10 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3028, pruned_loss=0.06509, over 2200571.43 frames. utt_duration=1324 frames, utt_pad_proportion=0.03435, over 6654.90 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3235, pruned_loss=0.08714, over 2475243.07 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07094, over 21370.76 utterances.], batch size: 80, lr: 4.87e-04
2022-08-24 01:24:27,743 INFO [train.py:927] (5/8) Epoch 7, batch 4550, giga_loss[loss=0.2786, simple_loss=0.3402, pruned_loss=0.1085, over 12435.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06163, over 183.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3202, pruned_loss=0.08482, over 2474336.73 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06672, over 19866.29 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3029, pruned_loss=0.06523, over 2210000.72 frames. utt_duration=1308 frames, utt_pad_proportion=0.0393, over 6766.25 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3221, pruned_loss=0.08683, over 2474974.39 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06693, over 21052.37 utterances.], batch size: 183, lr: 4.87e-04
2022-08-24 01:26:10,141 INFO [train.py:927] (5/8) Epoch 7, batch 4600, giga_loss[loss=0.2655, simple_loss=0.3177, pruned_loss=0.1067, over 12358.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 370.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.32, pruned_loss=0.08411, over 2473595.41 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07001, over 19902.00 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3026, pruned_loss=0.06505, over 2215180.71 frames. utt_duration=1312 frames, utt_pad_proportion=0.03869, over 6761.00 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.322, pruned_loss=0.08617, over 2474172.50 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07033, over 21081.42 utterances.], batch size: 370, lr: 4.87e-04
2022-08-24 01:27:51,930 INFO [train.py:927] (5/8) Epoch 7, batch 4650, giga_loss[loss=0.24, simple_loss=0.3223, pruned_loss=0.07889, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03872, over 113.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3201, pruned_loss=0.08366, over 2473414.86 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07228, over 19976.34 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3026, pruned_loss=0.06504, over 2225221.87 frames. utt_duration=1313 frames, utt_pad_proportion=0.03794, over 6787.98 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3224, pruned_loss=0.08601, over 2473967.10 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07309, over 21383.26 utterances.], batch size: 113, lr: 4.87e-04
2022-08-24 01:29:39,475 INFO [train.py:927] (5/8) Epoch 7, batch 4700, giga_loss[loss=0.2247, simple_loss=0.2939, pruned_loss=0.07778, over 12241.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03124, over 42.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.323, pruned_loss=0.08616, over 2472993.73 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07253, over 20325.15 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3034, pruned_loss=0.06518, over 2231140.16 frames. utt_duration=1316 frames, utt_pad_proportion=0.03719, over 6791.19 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3246, pruned_loss=0.08839, over 2473634.59 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07363, over 21757.53 utterances.], batch size: 42, lr: 4.87e-04
2022-08-24 01:31:22,496 INFO [train.py:927] (5/8) Epoch 7, batch 4750, giga_loss[loss=0.2733, simple_loss=0.3329, pruned_loss=0.1068, over 12459.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03196, over 86.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3239, pruned_loss=0.08789, over 2472907.73 frames. utt_duration=489 frames, utt_pad_proportion=0.0749, over 20289.01 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3037, pruned_loss=0.06507, over 2237082.09 frames. utt_duration=1318 frames, utt_pad_proportion=0.03647, over 6799.23 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3254, pruned_loss=0.09025, over 2473477.25 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07615, over 21730.03 utterances.], batch size: 86, lr: 4.87e-04
2022-08-24 01:33:05,955 INFO [train.py:927] (5/8) Epoch 7, batch 4800, giga_loss[loss=0.3424, simple_loss=0.3805, pruned_loss=0.1521, over 12376.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1079, over 259.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3249, pruned_loss=0.08946, over 2472518.77 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07654, over 20718.16 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3034, pruned_loss=0.06507, over 2243760.34 frames. utt_duration=1318 frames, utt_pad_proportion=0.03602, over 6814.94 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3268, pruned_loss=0.09196, over 2473234.71 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07789, over 22221.44 utterances.], batch size: 259, lr: 4.87e-04
2022-08-24 01:34:48,894 INFO [train.py:927] (5/8) Epoch 7, batch 4850, giga_loss[loss=0.2373, simple_loss=0.3175, pruned_loss=0.07857, over 12347.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03333, over 97.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3248, pruned_loss=0.08911, over 2472498.49 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07477, over 20627.37 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3034, pruned_loss=0.06533, over 2251212.75 frames. utt_duration=1309 frames, utt_pad_proportion=0.04021, over 6889.58 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.327, pruned_loss=0.09165, over 2473451.26 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07539, over 22193.18 utterances.], batch size: 97, lr: 4.86e-04
2022-08-24 01:36:34,086 INFO [train.py:927] (5/8) Epoch 7, batch 4900, giga_loss[loss=0.2407, simple_loss=0.3091, pruned_loss=0.08614, over 12370.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3229, pruned_loss=0.08745, over 2472809.23 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07902, over 21491.43 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3033, pruned_loss=0.06529, over 2257335.93 frames. utt_duration=1310 frames, utt_pad_proportion=0.03958, over 6901.90 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3253, pruned_loss=0.09014, over 2473982.33 frames. utt_duration=429.3 frames, utt_pad_proportion=0.0798, over 23130.88 utterances.], batch size: 70, lr: 4.86e-04
2022-08-24 01:38:22,026 INFO [train.py:927] (5/8) Epoch 7, batch 4950, giga_loss[loss=0.2154, simple_loss=0.2955, pruned_loss=0.06768, over 12375.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03096, over 58.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3201, pruned_loss=0.08621, over 2474015.15 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07566, over 20969.96 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3026, pruned_loss=0.06498, over 2263608.64 frames. utt_duration=1316 frames, utt_pad_proportion=0.03871, over 6889.93 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3232, pruned_loss=0.08924, over 2475067.83 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07704, over 22692.05 utterances.], batch size: 58, lr: 4.86e-04
2022-08-24 01:40:06,651 INFO [train.py:927] (5/8) Epoch 7, batch 5000, libri_loss[loss=0.2017, simple_loss=0.2976, pruned_loss=0.0529, over 12441.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006799, over 35.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3217, pruned_loss=0.08611, over 2474651.71 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07027, over 20099.75 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3027, pruned_loss=0.06493, over 2266905.89 frames. utt_duration=1313 frames, utt_pad_proportion=0.03868, over 6912.44 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3243, pruned_loss=0.08886, over 2475335.08 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07195, over 21636.55 utterances.], batch size: 35, lr: 4.86e-04
2022-08-24 01:41:51,993 INFO [train.py:927] (5/8) Epoch 7, batch 5050, libri_loss[loss=0.218, simple_loss=0.332, pruned_loss=0.05201, over 12290.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00604, over 32.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3237, pruned_loss=0.0857, over 2473958.25 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07573, over 20596.87 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3029, pruned_loss=0.06483, over 2271768.93 frames. utt_duration=1311 frames, utt_pad_proportion=0.0389, over 6939.34 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.326, pruned_loss=0.08843, over 2474740.35 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07691, over 22088.20 utterances.], batch size: 32, lr: 4.86e-04
2022-08-24 01:43:35,717 INFO [train.py:927] (5/8) Epoch 7, batch 5100, giga_loss[loss=0.3315, simple_loss=0.3865, pruned_loss=0.1382, over 12395.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05161, over 161.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3266, pruned_loss=0.08752, over 2473899.51 frames. utt_duration=481.3 frames, utt_pad_proportion=0.0737, over 20621.34 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3033, pruned_loss=0.06488, over 2275915.25 frames. utt_duration=1312 frames, utt_pad_proportion=0.03841, over 6945.50 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3286, pruned_loss=0.09005, over 2474405.10 frames. utt_duration=450.4 frames, utt_pad_proportion=0.0751, over 22047.35 utterances.], batch size: 161, lr: 4.86e-04
2022-08-24 01:45:22,803 INFO [train.py:927] (5/8) Epoch 7, batch 5150, giga_loss[loss=0.2582, simple_loss=0.3259, pruned_loss=0.0952, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02994, over 45.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3256, pruned_loss=0.08866, over 2472826.00 frames. utt_duration=472.2 frames, utt_pad_proportion=0.08017, over 21014.25 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3025, pruned_loss=0.06465, over 2281617.00 frames. utt_duration=1320 frames, utt_pad_proportion=0.03759, over 6923.40 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3284, pruned_loss=0.09149, over 2473366.62 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08135, over 22535.16 utterances.], batch size: 45, lr: 4.86e-04
2022-08-24 01:47:06,316 INFO [train.py:927] (5/8) Epoch 7, batch 5200, libri_loss[loss=0.2251, simple_loss=0.3171, pruned_loss=0.06648, over 12474.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006245, over 37.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3237, pruned_loss=0.08821, over 2472768.42 frames. utt_duration=483 frames, utt_pad_proportion=0.0783, over 20540.34 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3026, pruned_loss=0.0648, over 2289120.65 frames. utt_duration=1316 frames, utt_pad_proportion=0.03781, over 6967.76 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3267, pruned_loss=0.09125, over 2473215.49 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07991, over 22247.30 utterances.], batch size: 37, lr: 4.86e-04
2022-08-24 01:48:51,596 INFO [train.py:927] (5/8) Epoch 7, batch 5250, giga_loss[loss=0.3296, simple_loss=0.3761, pruned_loss=0.1415, over 12383.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07423, over 212.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3223, pruned_loss=0.08743, over 2472231.76 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07147, over 19592.59 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3022, pruned_loss=0.06472, over 2294252.28 frames. utt_duration=1319 frames, utt_pad_proportion=0.03711, over 6965.88 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3256, pruned_loss=0.09056, over 2472864.24 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07383, over 21316.56 utterances.], batch size: 212, lr: 4.86e-04
2022-08-24 01:50:35,182 INFO [train.py:927] (5/8) Epoch 7, batch 5300, giga_loss[loss=0.214, simple_loss=0.2973, pruned_loss=0.06536, over 12293.00 frames. utt_duration=746.7 frames, utt_pad_proportion=0.03403, over 66.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3207, pruned_loss=0.08693, over 2471447.51 frames. utt_duration=518 frames, utt_pad_proportion=0.0704, over 19139.28 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3022, pruned_loss=0.06475, over 2300262.44 frames. utt_duration=1322 frames, utt_pad_proportion=0.03616, over 6967.82 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.324, pruned_loss=0.09015, over 2472117.71 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0731, over 20922.53 utterances.], batch size: 66, lr: 4.86e-04
2022-08-24 01:52:18,736 INFO [train.py:927] (5/8) Epoch 7, batch 5350, giga_loss[loss=0.27, simple_loss=0.3338, pruned_loss=0.1032, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02979, over 91.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3215, pruned_loss=0.08738, over 2471625.18 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07083, over 19898.93 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3022, pruned_loss=0.06481, over 2302620.32 frames. utt_duration=1323 frames, utt_pad_proportion=0.03573, over 6969.32 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3244, pruned_loss=0.09016, over 2472308.83 frames. utt_duration=462 frames, utt_pad_proportion=0.07319, over 21474.59 utterances.], batch size: 91, lr: 4.86e-04
2022-08-24 01:54:05,064 INFO [train.py:927] (5/8) Epoch 7, batch 5400, giga_loss[loss=0.2249, simple_loss=0.3006, pruned_loss=0.07461, over 12288.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.0345, over 28.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3231, pruned_loss=0.08798, over 2472510.83 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06566, over 19326.80 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3024, pruned_loss=0.06477, over 2305096.86 frames. utt_duration=1325 frames, utt_pad_proportion=0.03531, over 6965.83 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3254, pruned_loss=0.09053, over 2473080.90 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06819, over 20747.59 utterances.], batch size: 28, lr: 4.86e-04
2022-08-24 01:55:50,418 INFO [train.py:927] (5/8) Epoch 7, batch 5450, giga_loss[loss=0.2793, simple_loss=0.3493, pruned_loss=0.1046, over 12393.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03958, over 133.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3249, pruned_loss=0.08798, over 2473402.76 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06793, over 19301.09 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3024, pruned_loss=0.06473, over 2309824.72 frames. utt_duration=1325 frames, utt_pad_proportion=0.03486, over 6981.57 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3274, pruned_loss=0.09067, over 2474069.70 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07023, over 20748.11 utterances.], batch size: 133, lr: 4.86e-04
2022-08-24 01:57:35,360 INFO [train.py:927] (5/8) Epoch 7, batch 5500, giga_loss[loss=0.2627, simple_loss=0.3358, pruned_loss=0.09482, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03442, over 105.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3276, pruned_loss=0.08871, over 2473467.91 frames. utt_duration=498.7 frames, utt_pad_proportion=0.0712, over 19899.03 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3022, pruned_loss=0.0646, over 2313380.07 frames. utt_duration=1327 frames, utt_pad_proportion=0.03431, over 6982.88 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3301, pruned_loss=0.09136, over 2473732.63 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07316, over 21269.60 utterances.], batch size: 105, lr: 4.85e-04
2022-08-24 01:59:18,457 INFO [train.py:927] (5/8) Epoch 7, batch 5550, giga_loss[loss=0.2865, simple_loss=0.354, pruned_loss=0.1095, over 12421.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05178, over 162.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3308, pruned_loss=0.09148, over 2472970.14 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07031, over 19885.05 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3024, pruned_loss=0.06484, over 2316457.70 frames. utt_duration=1325 frames, utt_pad_proportion=0.03411, over 7000.14 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3331, pruned_loss=0.09379, over 2473256.74 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07221, over 21177.44 utterances.], batch size: 162, lr: 4.85e-04
2022-08-24 02:01:00,244 INFO [train.py:927] (5/8) Epoch 7, batch 5600, giga_loss[loss=0.2437, simple_loss=0.3243, pruned_loss=0.08154, over 12358.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03946, over 113.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3309, pruned_loss=0.09182, over 2472601.14 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07002, over 19945.32 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3022, pruned_loss=0.06461, over 2321433.38 frames. utt_duration=1322 frames, utt_pad_proportion=0.03453, over 7033.44 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3338, pruned_loss=0.09473, over 2473181.50 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07188, over 21359.26 utterances.], batch size: 113, lr: 4.85e-04
2022-08-24 02:02:44,655 INFO [train.py:927] (5/8) Epoch 7, batch 5650, giga_loss[loss=0.2238, simple_loss=0.317, pruned_loss=0.06531, over 12359.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.0293, over 70.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3309, pruned_loss=0.09059, over 2473267.80 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06942, over 20073.43 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3025, pruned_loss=0.06465, over 2324282.41 frames. utt_duration=1322 frames, utt_pad_proportion=0.03453, over 7042.80 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3335, pruned_loss=0.09336, over 2473858.32 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07118, over 21429.34 utterances.], batch size: 70, lr: 4.85e-04
2022-08-24 02:04:29,150 INFO [train.py:927] (5/8) Epoch 7, batch 5700, giga_loss[loss=0.3445, simple_loss=0.3813, pruned_loss=0.1538, over 12361.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3306, pruned_loss=0.08981, over 2473180.35 frames. utt_duration=486 frames, utt_pad_proportion=0.07309, over 20418.97 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3025, pruned_loss=0.06454, over 2328567.89 frames. utt_duration=1327 frames, utt_pad_proportion=0.03375, over 7026.58 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3334, pruned_loss=0.0929, over 2474388.63 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07483, over 21933.42 utterances.], batch size: 257, lr: 4.85e-04
2022-08-24 02:06:14,792 INFO [train.py:927] (5/8) Epoch 7, batch 5750, giga_loss[loss=0.2962, simple_loss=0.3394, pruned_loss=0.1265, over 12399.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07789, over 213.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3298, pruned_loss=0.08971, over 2472220.64 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07301, over 20528.43 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3026, pruned_loss=0.06446, over 2329255.05 frames. utt_duration=1328 frames, utt_pad_proportion=0.03362, over 7024.44 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3321, pruned_loss=0.09232, over 2473195.27 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07448, over 21778.24 utterances.], batch size: 213, lr: 4.85e-04
2022-08-24 02:08:02,310 INFO [train.py:927] (5/8) Epoch 7, batch 5800, giga_loss[loss=0.2756, simple_loss=0.3279, pruned_loss=0.1116, over 12354.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.204, over 369.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3268, pruned_loss=0.08869, over 2472938.84 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07455, over 20446.95 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3022, pruned_loss=0.06426, over 2333903.99 frames. utt_duration=1335 frames, utt_pad_proportion=0.03303, over 7002.98 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3298, pruned_loss=0.09177, over 2473978.21 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07616, over 21905.94 utterances.], batch size: 369, lr: 4.85e-04
2022-08-24 02:09:48,644 INFO [train.py:927] (5/8) Epoch 7, batch 5850, giga_loss[loss=0.2373, simple_loss=0.3152, pruned_loss=0.07967, over 12356.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03198, over 58.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3262, pruned_loss=0.08968, over 2472903.71 frames. utt_duration=460.2 frames, utt_pad_proportion=0.08137, over 21562.95 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3023, pruned_loss=0.06425, over 2336414.89 frames. utt_duration=1337 frames, utt_pad_proportion=0.03254, over 6996.94 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3289, pruned_loss=0.0926, over 2473951.18 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08262, over 22993.46 utterances.], batch size: 58, lr: 4.85e-04
2022-08-24 02:11:37,558 INFO [train.py:927] (5/8) Epoch 7, batch 5900, giga_loss[loss=0.2055, simple_loss=0.2969, pruned_loss=0.05708, over 12383.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04093, over 133.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3235, pruned_loss=0.08723, over 2473623.82 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0762, over 20875.61 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.302, pruned_loss=0.06426, over 2341238.52 frames. utt_duration=1341 frames, utt_pad_proportion=0.03171, over 6992.13 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3267, pruned_loss=0.09034, over 2474366.35 frames. utt_duration=442 frames, utt_pad_proportion=0.07824, over 22468.51 utterances.], batch size: 133, lr: 4.85e-04
2022-08-24 02:13:21,503 INFO [train.py:927] (5/8) Epoch 7, batch 5950, giga_loss[loss=0.2433, simple_loss=0.3036, pruned_loss=0.09146, over 12343.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1984, over 366.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3205, pruned_loss=0.08456, over 2473480.54 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07548, over 20607.59 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3024, pruned_loss=0.06446, over 2345347.86 frames. utt_duration=1340 frames, utt_pad_proportion=0.0313, over 7007.15 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3234, pruned_loss=0.08756, over 2474504.20 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07773, over 22308.90 utterances.], batch size: 366, lr: 4.85e-04
2022-08-24 02:15:11,058 INFO [train.py:927] (5/8) Epoch 7, batch 6000, giga_loss[loss=0.2624, simple_loss=0.3323, pruned_loss=0.09623, over 12401.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03387, over 122.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.318, pruned_loss=0.08369, over 2473368.70 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07687, over 20607.49 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3022, pruned_loss=0.06433, over 2348597.57 frames. utt_duration=1342 frames, utt_pad_proportion=0.03075, over 7006.97 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3209, pruned_loss=0.08661, over 2474123.45 frames. utt_duration=446.3 frames, utt_pad_proportion=0.079, over 22249.49 utterances.], batch size: 122, lr: 4.85e-04
2022-08-24 02:15:11,060 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 02:15:24,867 INFO [train.py:967] (5/8) 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 02:17:06,812 INFO [train.py:927] (5/8) Epoch 7, batch 6050, libri_loss[loss=0.1792, simple_loss=0.258, pruned_loss=0.05021, over 12449.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01011, over 29.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3173, pruned_loss=0.08304, over 2474272.09 frames. utt_duration=475.3 frames, utt_pad_proportion=0.0807, over 20885.90 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3024, pruned_loss=0.06429, over 2352537.19 frames. utt_duration=1323 frames, utt_pad_proportion=0.0365, over 7120.43 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3198, pruned_loss=0.08596, over 2474673.28 frames. utt_duration=441.6 frames, utt_pad_proportion=0.08122, over 22490.95 utterances.], batch size: 29, lr: 4.85e-04
2022-08-24 02:18:52,533 INFO [train.py:927] (5/8) Epoch 7, batch 6100, giga_loss[loss=0.2, simple_loss=0.286, pruned_loss=0.057, over 12393.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.02899, over 62.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3193, pruned_loss=0.08453, over 2474125.51 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07783, over 20833.26 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3025, pruned_loss=0.06442, over 2354380.23 frames. utt_duration=1311 frames, utt_pad_proportion=0.04105, over 7193.24 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3214, pruned_loss=0.08698, over 2474412.09 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07733, over 22221.01 utterances.], batch size: 62, lr: 4.85e-04
2022-08-24 02:20:39,447 INFO [train.py:927] (5/8) Epoch 7, batch 6150, giga_loss[loss=0.2888, simple_loss=0.358, pruned_loss=0.1098, over 12377.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0277, over 91.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.319, pruned_loss=0.08441, over 2474153.08 frames. utt_duration=506.5 frames, utt_pad_proportion=0.07137, over 19594.42 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3026, pruned_loss=0.06463, over 2357644.33 frames. utt_duration=1313 frames, utt_pad_proportion=0.0406, over 7192.38 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3211, pruned_loss=0.08672, over 2474637.37 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07177, over 21054.05 utterances.], batch size: 91, lr: 4.85e-04
2022-08-24 02:22:29,863 INFO [train.py:927] (5/8) Epoch 7, batch 6200, giga_loss[loss=0.2505, simple_loss=0.3278, pruned_loss=0.08665, over 12417.00 frames. utt_duration=508.3 frames, utt_pad_proportion=0.03724, over 98.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3213, pruned_loss=0.08563, over 2474291.85 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06971, over 19712.63 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3027, pruned_loss=0.06478, over 2358901.61 frames. utt_duration=1311 frames, utt_pad_proportion=0.04069, over 7204.48 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.323, pruned_loss=0.08751, over 2474589.46 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07019, over 20962.30 utterances.], batch size: 98, lr: 4.84e-04
2022-08-24 02:24:17,516 INFO [train.py:927] (5/8) Epoch 7, batch 6250, giga_loss[loss=0.2693, simple_loss=0.3403, pruned_loss=0.09911, over 12427.00 frames. utt_duration=342 frames, utt_pad_proportion=0.042, over 146.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.323, pruned_loss=0.08687, over 2474275.46 frames. utt_duration=509 frames, utt_pad_proportion=0.06598, over 19500.56 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3027, pruned_loss=0.0647, over 2362226.32 frames. utt_duration=1311 frames, utt_pad_proportion=0.04003, over 7213.39 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3249, pruned_loss=0.08903, over 2474590.80 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06705, over 20830.07 utterances.], batch size: 146, lr: 4.84e-04
2022-08-24 02:26:04,599 INFO [train.py:927] (5/8) Epoch 7, batch 6300, libri_loss[loss=0.1908, simple_loss=0.2719, pruned_loss=0.0548, over 12333.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007078, over 33.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3235, pruned_loss=0.08607, over 2474168.36 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06479, over 19510.51 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3027, pruned_loss=0.06467, over 2367320.52 frames. utt_duration=1315 frames, utt_pad_proportion=0.03851, over 7208.48 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3261, pruned_loss=0.089, over 2475321.09 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06664, over 21244.85 utterances.], batch size: 33, lr: 4.84e-04
2022-08-24 02:27:53,543 INFO [train.py:927] (5/8) Epoch 7, batch 6350, giga_loss[loss=0.2527, simple_loss=0.3342, pruned_loss=0.08561, over 12370.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03126, over 97.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3235, pruned_loss=0.0861, over 2474432.34 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06623, over 20207.29 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3021, pruned_loss=0.06431, over 2370242.31 frames. utt_duration=1317 frames, utt_pad_proportion=0.03801, over 7205.26 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3267, pruned_loss=0.08932, over 2475578.76 frames. utt_duration=452.8 frames, utt_pad_proportion=0.06792, over 21938.59 utterances.], batch size: 97, lr: 4.84e-04
2022-08-24 02:29:41,750 INFO [train.py:927] (5/8) Epoch 7, batch 6400, giga_loss[loss=0.2369, simple_loss=0.3163, pruned_loss=0.07873, over 12411.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04971, over 161.00 utterances.], tot_loss[loss=0.25, simple_loss=0.325, pruned_loss=0.08746, over 2475120.86 frames. utt_duration=466 frames, utt_pad_proportion=0.06722, over 21310.24 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3026, pruned_loss=0.06438, over 2371788.32 frames. utt_duration=1317 frames, utt_pad_proportion=0.03754, over 7211.14 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3274, pruned_loss=0.09022, over 2476037.65 frames. utt_duration=435 frames, utt_pad_proportion=0.06869, over 22843.11 utterances.], batch size: 161, lr: 4.84e-04
2022-08-24 02:31:27,447 INFO [train.py:927] (5/8) Epoch 7, batch 6450, giga_loss[loss=0.2329, simple_loss=0.3174, pruned_loss=0.07417, over 12365.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04722, over 26.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3244, pruned_loss=0.08749, over 2475676.54 frames. utt_duration=470 frames, utt_pad_proportion=0.06775, over 21135.04 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3029, pruned_loss=0.06445, over 2372990.45 frames. utt_duration=1318 frames, utt_pad_proportion=0.03723, over 7211.04 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3262, pruned_loss=0.08981, over 2476244.85 frames. utt_duration=442.4 frames, utt_pad_proportion=0.06907, over 22463.31 utterances.], batch size: 26, lr: 4.84e-04
2022-08-24 02:33:14,094 INFO [train.py:927] (5/8) Epoch 7, batch 6500, giga_loss[loss=0.3252, simple_loss=0.3776, pruned_loss=0.1364, over 12409.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04978, over 161.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3241, pruned_loss=0.08799, over 2474469.90 frames. utt_duration=461.8 frames, utt_pad_proportion=0.06969, over 21500.28 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3029, pruned_loss=0.06442, over 2374523.81 frames. utt_duration=1316 frames, utt_pad_proportion=0.03778, over 7223.42 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.326, pruned_loss=0.09028, over 2475363.51 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07066, over 22794.21 utterances.], batch size: 161, lr: 4.84e-04
2022-08-24 02:34:58,321 INFO [train.py:927] (5/8) Epoch 7, batch 6550, libri_loss[loss=0.1744, simple_loss=0.2556, pruned_loss=0.04663, over 12205.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01065, over 29.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3242, pruned_loss=0.08831, over 2474640.79 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06964, over 21065.49 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3027, pruned_loss=0.06436, over 2377403.40 frames. utt_duration=1317 frames, utt_pad_proportion=0.03708, over 7228.54 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3265, pruned_loss=0.09087, over 2475451.84 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07096, over 22488.81 utterances.], batch size: 29, lr: 4.84e-04
2022-08-24 02:36:42,412 INFO [train.py:927] (5/8) Epoch 7, batch 6600, libri_loss[loss=0.1919, simple_loss=0.2871, pruned_loss=0.04838, over 12384.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007664, over 31.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3245, pruned_loss=0.089, over 2475046.06 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07651, over 21890.85 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3027, pruned_loss=0.06431, over 2379659.65 frames. utt_duration=1315 frames, utt_pad_proportion=0.03772, over 7245.77 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3268, pruned_loss=0.09165, over 2475833.63 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07723, over 23339.12 utterances.], batch size: 31, lr: 4.84e-04
2022-08-24 02:38:28,307 INFO [train.py:927] (5/8) Epoch 7, batch 6650, giga_loss[loss=0.2626, simple_loss=0.3357, pruned_loss=0.09474, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03038, over 75.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3241, pruned_loss=0.08889, over 2474366.64 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07482, over 21484.24 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3029, pruned_loss=0.06441, over 2382297.04 frames. utt_duration=1299 frames, utt_pad_proportion=0.04272, over 7346.80 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3263, pruned_loss=0.09153, over 2475164.06 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07447, over 22920.05 utterances.], batch size: 75, lr: 4.84e-04
2022-08-24 02:40:13,598 INFO [train.py:927] (5/8) Epoch 7, batch 6700, giga_loss[loss=0.2421, simple_loss=0.3169, pruned_loss=0.08365, over 12438.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04161, over 114.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3245, pruned_loss=0.0887, over 2474977.21 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07329, over 21231.10 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3029, pruned_loss=0.06443, over 2385689.57 frames. utt_duration=1298 frames, utt_pad_proportion=0.04237, over 7360.55 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.327, pruned_loss=0.09173, over 2475843.74 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07362, over 22899.15 utterances.], batch size: 114, lr: 4.84e-04
2022-08-24 02:41:58,063 INFO [train.py:927] (5/8) Epoch 7, batch 6750, giga_loss[loss=0.2242, simple_loss=0.3066, pruned_loss=0.07089, over 12386.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.02912, over 51.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3264, pruned_loss=0.09061, over 2473846.02 frames. utt_duration=473 frames, utt_pad_proportion=0.06953, over 20984.96 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3027, pruned_loss=0.06444, over 2387685.90 frames. utt_duration=1302 frames, utt_pad_proportion=0.04143, over 7344.94 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3293, pruned_loss=0.09371, over 2475101.81 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07056, over 22712.88 utterances.], batch size: 51, lr: 4.84e-04
2022-08-24 02:43:43,893 INFO [train.py:927] (5/8) Epoch 7, batch 6800, giga_loss[loss=0.2701, simple_loss=0.3429, pruned_loss=0.09867, over 12341.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3289, pruned_loss=0.09195, over 2473415.13 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07519, over 21970.88 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.303, pruned_loss=0.06453, over 2388723.22 frames. utt_duration=1299 frames, utt_pad_proportion=0.04192, over 7365.68 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3312, pruned_loss=0.09469, over 2474646.41 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07568, over 23517.05 utterances.], batch size: 97, lr: 4.84e-04
2022-08-24 02:45:29,140 INFO [train.py:927] (5/8) Epoch 7, batch 6850, giga_loss[loss=0.2201, simple_loss=0.3053, pruned_loss=0.06749, over 12445.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3282, pruned_loss=0.09145, over 2473255.34 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07657, over 22176.73 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3029, pruned_loss=0.06441, over 2390086.66 frames. utt_duration=1301 frames, utt_pad_proportion=0.04144, over 7355.26 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3305, pruned_loss=0.0941, over 2474141.55 frames. utt_duration=420.6 frames, utt_pad_proportion=0.07716, over 23612.42 utterances.], batch size: 75, lr: 4.84e-04
2022-08-24 02:47:13,092 INFO [train.py:927] (5/8) Epoch 7, batch 6900, giga_loss[loss=0.2471, simple_loss=0.3323, pruned_loss=0.08093, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3277, pruned_loss=0.09115, over 2473881.25 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07226, over 21716.86 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3028, pruned_loss=0.06439, over 2391457.75 frames. utt_duration=1304 frames, utt_pad_proportion=0.04084, over 7344.16 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3301, pruned_loss=0.09377, over 2474840.79 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07332, over 23133.08 utterances.], batch size: 70, lr: 4.83e-04
2022-08-24 02:49:02,581 INFO [train.py:927] (5/8) Epoch 7, batch 6950, giga_loss[loss=0.2714, simple_loss=0.3377, pruned_loss=0.1026, over 12412.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05028, over 161.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3283, pruned_loss=0.09185, over 2473966.34 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06758, over 21373.22 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3029, pruned_loss=0.06442, over 2392528.59 frames. utt_duration=1302 frames, utt_pad_proportion=0.04065, over 7356.03 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3304, pruned_loss=0.09425, over 2474855.04 frames. utt_duration=438.2 frames, utt_pad_proportion=0.06888, over 22666.52 utterances.], batch size: 161, lr: 4.83e-04
2022-08-24 02:50:46,555 INFO [train.py:927] (5/8) Epoch 7, batch 7000, giga_loss[loss=0.2847, simple_loss=0.3504, pruned_loss=0.1095, over 12408.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04749, over 161.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3299, pruned_loss=0.09379, over 2474011.34 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07297, over 22241.17 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3031, pruned_loss=0.06445, over 2394105.11 frames. utt_duration=1304 frames, utt_pad_proportion=0.04013, over 7351.96 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3319, pruned_loss=0.09618, over 2474745.14 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07403, over 23534.74 utterances.], batch size: 161, lr: 4.83e-04
2022-08-24 02:52:33,039 INFO [train.py:927] (5/8) Epoch 7, batch 7050, giga_loss[loss=0.225, simple_loss=0.3081, pruned_loss=0.0709, over 12301.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03386, over 51.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3315, pruned_loss=0.09498, over 2473776.11 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07525, over 22347.19 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3039, pruned_loss=0.06464, over 2395587.11 frames. utt_duration=1303 frames, utt_pad_proportion=0.0397, over 7364.72 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3329, pruned_loss=0.09725, over 2474464.48 frames. utt_duration=420.3 frames, utt_pad_proportion=0.07631, over 23635.04 utterances.], batch size: 51, lr: 4.83e-04
2022-08-24 02:54:17,994 INFO [train.py:927] (5/8) Epoch 7, batch 7100, giga_loss[loss=0.292, simple_loss=0.3556, pruned_loss=0.1142, over 12410.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06233, over 183.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3308, pruned_loss=0.0942, over 2474832.83 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07392, over 22252.22 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3035, pruned_loss=0.06446, over 2397103.61 frames. utt_duration=1307 frames, utt_pad_proportion=0.03913, over 7345.60 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3328, pruned_loss=0.0967, over 2475399.98 frames. utt_duration=421.8 frames, utt_pad_proportion=0.07519, over 23558.88 utterances.], batch size: 183, lr: 4.83e-04
2022-08-24 02:56:03,221 INFO [train.py:927] (5/8) Epoch 7, batch 7150, libri_loss[loss=0.1774, simple_loss=0.2696, pruned_loss=0.04256, over 12131.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006037, over 32.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3303, pruned_loss=0.09357, over 2474586.55 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07579, over 22524.43 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3032, pruned_loss=0.06435, over 2398385.75 frames. utt_duration=1308 frames, utt_pad_proportion=0.03898, over 7340.84 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3328, pruned_loss=0.09637, over 2475671.45 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07698, over 23931.83 utterances.], batch size: 32, lr: 4.83e-04
2022-08-24 02:57:49,935 INFO [train.py:927] (5/8) Epoch 7, batch 7200, giga_loss[loss=0.2265, simple_loss=0.3045, pruned_loss=0.07429, over 12377.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02755, over 70.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3278, pruned_loss=0.0921, over 2474660.47 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07484, over 21927.70 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.304, pruned_loss=0.06486, over 2399950.33 frames. utt_duration=1288 frames, utt_pad_proportion=0.04481, over 7459.73 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3296, pruned_loss=0.09439, over 2475472.63 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07464, over 23194.09 utterances.], batch size: 70, lr: 4.83e-04
2022-08-24 02:59:34,310 INFO [train.py:927] (5/8) Epoch 7, batch 7250, giga_loss[loss=0.3124, simple_loss=0.3642, pruned_loss=0.1303, over 12414.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07198, over 212.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3239, pruned_loss=0.0903, over 2474626.27 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07631, over 21366.04 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3039, pruned_loss=0.06493, over 2401924.37 frames. utt_duration=1294 frames, utt_pad_proportion=0.04381, over 7434.19 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3261, pruned_loss=0.09282, over 2475511.32 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07664, over 22799.33 utterances.], batch size: 212, lr: 4.83e-04
2022-08-24 03:01:21,560 INFO [train.py:927] (5/8) Epoch 7, batch 7300, giga_loss[loss=0.2608, simple_loss=0.3403, pruned_loss=0.09062, over 12414.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.321, pruned_loss=0.08867, over 2474050.13 frames. utt_duration=485 frames, utt_pad_proportion=0.07288, over 20468.24 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3034, pruned_loss=0.06468, over 2404108.03 frames. utt_duration=1302 frames, utt_pad_proportion=0.04282, over 7396.43 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3237, pruned_loss=0.09165, over 2475037.72 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07391, over 22064.80 utterances.], batch size: 133, lr: 4.83e-04
2022-08-24 03:03:07,342 INFO [train.py:927] (5/8) Epoch 7, batch 7350, libri_loss[loss=0.2543, simple_loss=0.3386, pruned_loss=0.08504, over 12321.00 frames. utt_duration=412.2 frames, utt_pad_proportion=0.3437, over 120.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3216, pruned_loss=0.08698, over 2473803.33 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07774, over 21922.67 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3037, pruned_loss=0.06487, over 2404811.16 frames. utt_duration=1284 frames, utt_pad_proportion=0.04818, over 7502.23 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3237, pruned_loss=0.0895, over 2474901.46 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07684, over 23279.50 utterances.], batch size: 120, lr: 4.83e-04
2022-08-24 03:04:51,523 INFO [train.py:927] (5/8) Epoch 7, batch 7400, giga_loss[loss=0.1943, simple_loss=0.2978, pruned_loss=0.04537, over 12453.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03146, over 75.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3173, pruned_loss=0.0821, over 2473336.84 frames. utt_duration=448.1 frames, utt_pad_proportion=0.0774, over 22148.74 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3026, pruned_loss=0.06442, over 2407169.46 frames. utt_duration=1293 frames, utt_pad_proportion=0.04694, over 7455.92 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3206, pruned_loss=0.08537, over 2474866.92 frames. utt_duration=415.5 frames, utt_pad_proportion=0.07741, over 23907.26 utterances.], batch size: 75, lr: 4.83e-04
2022-08-24 03:06:38,487 INFO [train.py:927] (5/8) Epoch 7, batch 7450, libri_loss[loss=0.1671, simple_loss=0.25, pruned_loss=0.04213, over 12396.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.006346, over 30.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3136, pruned_loss=0.07945, over 2473421.22 frames. utt_duration=411.9 frames, utt_pad_proportion=0.08561, over 24103.52 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3022, pruned_loss=0.06423, over 2408648.58 frames. utt_duration=1296 frames, utt_pad_proportion=0.04616, over 7443.57 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.317, pruned_loss=0.08261, over 2474777.51 frames. utt_duration=383.9 frames, utt_pad_proportion=0.08556, over 25882.74 utterances.], batch size: 30, lr: 4.83e-04
2022-08-24 03:08:24,430 INFO [train.py:927] (5/8) Epoch 7, batch 7500, giga_loss[loss=0.2421, simple_loss=0.3217, pruned_loss=0.08129, over 12374.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05304, over 161.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3142, pruned_loss=0.07829, over 2474130.51 frames. utt_duration=406 frames, utt_pad_proportion=0.08246, over 24460.67 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3023, pruned_loss=0.06433, over 2409429.18 frames. utt_duration=1295 frames, utt_pad_proportion=0.04581, over 7448.12 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3169, pruned_loss=0.08081, over 2475079.77 frames. utt_duration=382.2 frames, utt_pad_proportion=0.08278, over 26000.69 utterances.], batch size: 161, lr: 4.83e-04
2022-08-24 03:10:09,555 INFO [train.py:927] (5/8) Epoch 7, batch 7550, giga_loss[loss=0.2102, simple_loss=0.3034, pruned_loss=0.05853, over 12464.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03147, over 86.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3133, pruned_loss=0.07668, over 2474141.68 frames. utt_duration=399.1 frames, utt_pad_proportion=0.08165, over 24889.79 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3031, pruned_loss=0.06458, over 2410587.05 frames. utt_duration=1296 frames, utt_pad_proportion=0.04518, over 7451.13 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3149, pruned_loss=0.0787, over 2474995.46 frames. utt_duration=376.2 frames, utt_pad_proportion=0.08229, over 26417.84 utterances.], batch size: 86, lr: 4.82e-04
2022-08-24 03:11:52,672 INFO [train.py:927] (5/8) Epoch 7, batch 7600, giga_loss[loss=0.2412, simple_loss=0.3106, pruned_loss=0.08592, over 12396.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1, over 257.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3131, pruned_loss=0.07554, over 2474975.55 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07652, over 24450.67 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3036, pruned_loss=0.0646, over 2411529.31 frames. utt_duration=1296 frames, utt_pad_proportion=0.04506, over 7452.24 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3142, pruned_loss=0.07729, over 2475682.19 frames. utt_duration=383.9 frames, utt_pad_proportion=0.07746, over 25894.43 utterances.], batch size: 257, lr: 4.82e-04
2022-08-24 03:13:36,248 INFO [train.py:927] (5/8) Epoch 7, batch 7650, giga_loss[loss=0.1851, simple_loss=0.2735, pruned_loss=0.04831, over 12239.00 frames. utt_duration=1884 frames, utt_pad_proportion=0.05365, over 26.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3104, pruned_loss=0.07286, over 2475908.73 frames. utt_duration=415 frames, utt_pad_proportion=0.07329, over 23944.75 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3037, pruned_loss=0.06472, over 2412756.10 frames. utt_duration=1284 frames, utt_pad_proportion=0.04867, over 7526.49 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3112, pruned_loss=0.07426, over 2476224.11 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07335, over 25235.57 utterances.], batch size: 26, lr: 4.82e-04
2022-08-24 03:15:17,496 INFO [train.py:927] (5/8) Epoch 7, batch 7700, giga_loss[loss=0.2077, simple_loss=0.2915, pruned_loss=0.06197, over 12391.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04858, over 161.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3058, pruned_loss=0.07012, over 2476092.67 frames. utt_duration=404.3 frames, utt_pad_proportion=0.07334, over 24586.13 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3037, pruned_loss=0.06476, over 2413847.81 frames. utt_duration=1283 frames, utt_pad_proportion=0.04823, over 7536.50 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3065, pruned_loss=0.07129, over 2476208.06 frames. utt_duration=385 frames, utt_pad_proportion=0.07361, over 25822.52 utterances.], batch size: 161, lr: 4.82e-04
2022-08-24 03:17:00,935 INFO [train.py:927] (5/8) Epoch 7, batch 7750, libri_loss[loss=0.1929, simple_loss=0.2722, pruned_loss=0.05683, over 12414.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006199, over 30.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3041, pruned_loss=0.06983, over 2476292.03 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07627, over 25198.23 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3037, pruned_loss=0.06484, over 2415290.91 frames. utt_duration=1285 frames, utt_pad_proportion=0.04754, over 7527.74 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3047, pruned_loss=0.07078, over 2476188.66 frames. utt_duration=375 frames, utt_pad_proportion=0.07669, over 26516.99 utterances.], batch size: 30, lr: 4.82e-04
2022-08-24 03:18:56,161 INFO [train.py:927] (5/8) Epoch 7, batch 7800, giga_loss[loss=0.23, simple_loss=0.3263, pruned_loss=0.06686, over 12339.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03393, over 97.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3058, pruned_loss=0.06977, over 2476391.49 frames. utt_duration=384.4 frames, utt_pad_proportion=0.07456, over 25868.69 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3036, pruned_loss=0.06477, over 2416095.13 frames. utt_duration=1288 frames, utt_pad_proportion=0.0468, over 7511.26 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3064, pruned_loss=0.07067, over 2476663.32 frames. utt_duration=365.1 frames, utt_pad_proportion=0.07526, over 27238.02 utterances.], batch size: 97, lr: 4.82e-04
2022-08-24 03:20:59,761 INFO [train.py:927] (5/8) Epoch 7, batch 7850, giga_loss[loss=0.2364, simple_loss=0.313, pruned_loss=0.07992, over 12371.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 182.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3063, pruned_loss=0.06987, over 2475853.28 frames. utt_duration=385.1 frames, utt_pad_proportion=0.07305, over 25810.88 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3037, pruned_loss=0.06489, over 2417605.99 frames. utt_duration=1292 frames, utt_pad_proportion=0.04605, over 7493.46 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3067, pruned_loss=0.07063, over 2476610.67 frames. utt_duration=361.3 frames, utt_pad_proportion=0.07411, over 27525.57 utterances.], batch size: 182, lr: 4.82e-04
2022-08-24 03:23:07,296 INFO [train.py:927] (5/8) Epoch 7, batch 7900, giga_loss[loss=0.2001, simple_loss=0.2928, pruned_loss=0.05365, over 12410.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05802, over 182.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3042, pruned_loss=0.06754, over 2476045.29 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06947, over 24916.68 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3038, pruned_loss=0.06488, over 2418193.02 frames. utt_duration=1292 frames, utt_pad_proportion=0.04598, over 7496.17 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3045, pruned_loss=0.0682, over 2476906.68 frames. utt_duration=375 frames, utt_pad_proportion=0.07065, over 26513.59 utterances.], batch size: 182, lr: 4.82e-04
2022-08-24 03:25:17,509 INFO [train.py:927] (5/8) Epoch 7, batch 7950, giga_loss[loss=0.2048, simple_loss=0.2807, pruned_loss=0.06443, over 12406.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06977, over 211.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3019, pruned_loss=0.06625, over 2475942.20 frames. utt_duration=409.5 frames, utt_pad_proportion=0.0663, over 24266.68 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3034, pruned_loss=0.06471, over 2421158.93 frames. utt_duration=1294 frames, utt_pad_proportion=0.04501, over 7493.71 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3024, pruned_loss=0.06705, over 2477071.79 frames. utt_duration=374.8 frames, utt_pad_proportion=0.06808, over 26528.33 utterances.], batch size: 211, lr: 4.82e-04
2022-08-24 03:27:13,456 INFO [train.py:927] (5/8) Epoch 7, batch 8000, giga_loss[loss=0.2155, simple_loss=0.2993, pruned_loss=0.06591, over 12353.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03191, over 104.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2992, pruned_loss=0.06492, over 2476014.97 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06548, over 23991.91 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3034, pruned_loss=0.06452, over 2421924.03 frames. utt_duration=1296 frames, utt_pad_proportion=0.04439, over 7483.02 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2996, pruned_loss=0.06572, over 2477184.23 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06722, over 26079.23 utterances.], batch size: 104, lr: 4.82e-04
2022-08-24 03:29:16,465 INFO [train.py:927] (5/8) Epoch 7, batch 8050, giga_loss[loss=0.2183, simple_loss=0.3113, pruned_loss=0.06271, over 12416.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.301, pruned_loss=0.06526, over 2476814.31 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06703, over 24491.86 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3038, pruned_loss=0.06486, over 2423345.56 frames. utt_duration=1285 frames, utt_pad_proportion=0.04802, over 7552.00 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3009, pruned_loss=0.06563, over 2477680.80 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06752, over 26457.78 utterances.], batch size: 133, lr: 4.82e-04
2022-08-24 03:31:29,492 INFO [train.py:927] (5/8) Epoch 7, batch 8100, giga_loss[loss=0.2657, simple_loss=0.3302, pruned_loss=0.1006, over 12416.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09666, over 256.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2995, pruned_loss=0.06439, over 2476427.65 frames. utt_duration=396.4 frames, utt_pad_proportion=0.07122, over 25068.13 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3041, pruned_loss=0.06497, over 2424082.85 frames. utt_duration=1277 frames, utt_pad_proportion=0.05166, over 7603.55 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2991, pruned_loss=0.06457, over 2477613.36 frames. utt_duration=369 frames, utt_pad_proportion=0.07051, over 26949.01 utterances.], batch size: 256, lr: 4.82e-04
2022-08-24 03:33:29,274 INFO [train.py:927] (5/8) Epoch 7, batch 8150, giga_loss[loss=0.2065, simple_loss=0.3099, pruned_loss=0.05157, over 12365.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.0227, over 45.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3018, pruned_loss=0.06416, over 2477572.57 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07084, over 24974.69 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3047, pruned_loss=0.06506, over 2425076.43 frames. utt_duration=1274 frames, utt_pad_proportion=0.05166, over 7625.41 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3008, pruned_loss=0.06421, over 2478561.09 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07039, over 26766.95 utterances.], batch size: 45, lr: 4.82e-04
2022-08-24 03:35:32,942 INFO [train.py:927] (5/8) Epoch 7, batch 8200, giga_loss[loss=0.2019, simple_loss=0.3051, pruned_loss=0.04934, over 12352.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03378, over 62.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3026, pruned_loss=0.06323, over 2477856.90 frames. utt_duration=389.1 frames, utt_pad_proportion=0.07287, over 25554.45 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3052, pruned_loss=0.06527, over 2426907.33 frames. utt_duration=1260 frames, utt_pad_proportion=0.05483, over 7711.62 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.3013, pruned_loss=0.06303, over 2478632.17 frames. utt_duration=362 frames, utt_pad_proportion=0.07177, over 27483.29 utterances.], batch size: 62, lr: 4.82e-04
2022-08-24 03:37:41,389 INFO [train.py:927] (5/8) Epoch 7, batch 8250, giga_loss[loss=0.2026, simple_loss=0.2874, pruned_loss=0.05895, over 12361.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.024, over 70.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3025, pruned_loss=0.06308, over 2476846.76 frames. utt_duration=394 frames, utt_pad_proportion=0.07244, over 25225.66 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3046, pruned_loss=0.06511, over 2427591.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.05448, over 7703.14 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.302, pruned_loss=0.06299, over 2478186.81 frames. utt_duration=365 frames, utt_pad_proportion=0.07179, over 27250.62 utterances.], batch size: 70, lr: 4.81e-04
2022-08-24 03:40:08,548 INFO [train.py:927] (5/8) Epoch 7, batch 8300, giga_loss[loss=0.208, simple_loss=0.2998, pruned_loss=0.05814, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03954, over 113.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3027, pruned_loss=0.06393, over 2477259.85 frames. utt_duration=392.6 frames, utt_pad_proportion=0.0717, over 25314.92 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3045, pruned_loss=0.06507, over 2428358.00 frames. utt_duration=1260 frames, utt_pad_proportion=0.05436, over 7719.97 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3022, pruned_loss=0.06386, over 2478503.48 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07138, over 27198.37 utterances.], batch size: 113, lr: 4.81e-04
2022-08-24 03:42:16,980 INFO [train.py:927] (5/8) Epoch 7, batch 8350, giga_loss[loss=0.2142, simple_loss=0.2988, pruned_loss=0.06477, over 12423.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.02748, over 80.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.3006, pruned_loss=0.06289, over 2477776.91 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06621, over 24600.98 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3048, pruned_loss=0.06511, over 2429448.56 frames. utt_duration=1260 frames, utt_pad_proportion=0.05338, over 7723.42 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2999, pruned_loss=0.06278, over 2479075.96 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06668, over 26547.96 utterances.], batch size: 80, lr: 4.81e-04
2022-08-24 03:44:28,168 INFO [train.py:927] (5/8) Epoch 7, batch 8400, libri_loss[loss=0.2081, simple_loss=0.2895, pruned_loss=0.06335, over 12281.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006383, over 32.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2996, pruned_loss=0.06259, over 2478203.40 frames. utt_duration=410.2 frames, utt_pad_proportion=0.0669, over 24232.61 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.306, pruned_loss=0.06555, over 2430408.09 frames. utt_duration=1236 frames, utt_pad_proportion=0.06164, over 7873.78 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2978, pruned_loss=0.06201, over 2479251.48 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06488, over 25947.38 utterances.], batch size: 32, lr: 4.81e-04
2022-08-24 03:46:34,022 INFO [train.py:927] (5/8) Epoch 7, batch 8450, giga_loss[loss=0.2148, simple_loss=0.2849, pruned_loss=0.07237, over 12438.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0306, over 80.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3021, pruned_loss=0.06408, over 2478662.83 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06679, over 24332.92 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3067, pruned_loss=0.06592, over 2431197.48 frames. utt_duration=1226 frames, utt_pad_proportion=0.06523, over 7940.10 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.3, pruned_loss=0.06327, over 2479657.49 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06435, over 25923.09 utterances.], batch size: 80, lr: 4.81e-04
2022-08-24 03:48:31,675 INFO [train.py:927] (5/8) Epoch 7, batch 8500, giga_loss[loss=0.2423, simple_loss=0.3153, pruned_loss=0.08467, over 12377.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07118, over 211.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3011, pruned_loss=0.0644, over 2478290.10 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06374, over 23949.87 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3066, pruned_loss=0.06583, over 2432023.96 frames. utt_duration=1227 frames, utt_pad_proportion=0.06408, over 7938.71 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2994, pruned_loss=0.06378, over 2479614.02 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06227, over 25653.56 utterances.], batch size: 211, lr: 4.81e-04
2022-08-24 03:50:45,862 INFO [train.py:927] (5/8) Epoch 7, batch 8550, giga_loss[loss=0.2371, simple_loss=0.3226, pruned_loss=0.07577, over 12423.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07693, over 213.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3016, pruned_loss=0.0641, over 2478445.48 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06658, over 24496.35 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3065, pruned_loss=0.06584, over 2432226.61 frames. utt_duration=1229 frames, utt_pad_proportion=0.0636, over 7925.35 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.3003, pruned_loss=0.0636, over 2479714.05 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06543, over 25996.66 utterances.], batch size: 213, lr: 4.81e-04
2022-08-24 03:53:04,833 INFO [train.py:927] (5/8) Epoch 7, batch 8600, giga_loss[loss=0.2461, simple_loss=0.3222, pruned_loss=0.08499, over 12457.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04395, over 134.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3009, pruned_loss=0.06366, over 2478214.32 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06753, over 24261.75 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3069, pruned_loss=0.06614, over 2433737.21 frames. utt_duration=1217 frames, utt_pad_proportion=0.06639, over 8011.17 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2993, pruned_loss=0.06294, over 2479511.66 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06589, over 25988.30 utterances.], batch size: 134, lr: 4.81e-04
2022-08-24 03:55:10,579 INFO [train.py:927] (5/8) Epoch 7, batch 8650, giga_loss[loss=0.1905, simple_loss=0.2765, pruned_loss=0.0522, over 12386.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05272, over 161.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2956, pruned_loss=0.06163, over 2477739.47 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06861, over 24040.66 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3063, pruned_loss=0.06571, over 2434942.30 frames. utt_duration=1223 frames, utt_pad_proportion=0.06514, over 7971.44 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2947, pruned_loss=0.06135, over 2478856.44 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06756, over 25876.88 utterances.], batch size: 161, lr: 4.81e-04
2022-08-24 03:56:59,648 INFO [train.py:927] (5/8) Epoch 7, batch 8700, giga_loss[loss=0.1966, simple_loss=0.2874, pruned_loss=0.05286, over 12367.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02858, over 66.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2952, pruned_loss=0.06227, over 2476976.68 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07567, over 24928.69 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3066, pruned_loss=0.06589, over 2435696.90 frames. utt_duration=1227 frames, utt_pad_proportion=0.06401, over 7949.98 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2939, pruned_loss=0.06176, over 2478732.67 frames. utt_duration=368.2 frames, utt_pad_proportion=0.0747, over 27016.59 utterances.], batch size: 66, lr: 4.81e-04
2022-08-24 03:59:00,390 INFO [train.py:927] (5/8) Epoch 7, batch 8750, giga_loss[loss=0.211, simple_loss=0.3037, pruned_loss=0.05915, over 12380.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.02872, over 85.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2939, pruned_loss=0.06157, over 2476383.33 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07543, over 25008.97 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3062, pruned_loss=0.06575, over 2436147.06 frames. utt_duration=1228 frames, utt_pad_proportion=0.06397, over 7947.89 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.293, pruned_loss=0.06125, over 2478095.48 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07476, over 26965.81 utterances.], batch size: 85, lr: 4.81e-04
2022-08-24 04:01:14,555 INFO [train.py:927] (5/8) Epoch 7, batch 8800, giga_loss[loss=0.166, simple_loss=0.2582, pruned_loss=0.03685, over 12342.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.02958, over 66.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2927, pruned_loss=0.0611, over 2476378.60 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07204, over 24522.25 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.305, pruned_loss=0.06531, over 2437448.78 frames. utt_duration=1232 frames, utt_pad_proportion=0.0628, over 7921.05 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2925, pruned_loss=0.06108, over 2478044.32 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07215, over 26743.12 utterances.], batch size: 66, lr: 4.81e-04
2022-08-24 04:03:24,333 INFO [train.py:927] (5/8) Epoch 7, batch 8850, giga_loss[loss=0.2524, simple_loss=0.3232, pruned_loss=0.09077, over 12366.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03564, over 132.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2927, pruned_loss=0.06081, over 2476440.11 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06948, over 24131.81 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3052, pruned_loss=0.06535, over 2437806.80 frames. utt_duration=1235 frames, utt_pad_proportion=0.06182, over 7902.76 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2922, pruned_loss=0.06067, over 2478144.87 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07007, over 26211.55 utterances.], batch size: 132, lr: 4.81e-04
2022-08-24 04:05:26,465 INFO [train.py:927] (5/8) Epoch 7, batch 8900, giga_loss[loss=0.1999, simple_loss=0.271, pruned_loss=0.06444, over 12366.00 frames. utt_duration=142.2 frames, utt_pad_proportion=0.1637, over 351.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2921, pruned_loss=0.06118, over 2476259.55 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06991, over 24153.82 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3052, pruned_loss=0.06526, over 2438582.39 frames. utt_duration=1237 frames, utt_pad_proportion=0.06065, over 7896.87 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2913, pruned_loss=0.06103, over 2477968.30 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07071, over 26259.93 utterances.], batch size: 351, lr: 4.81e-04
2022-08-24 04:07:24,421 INFO [train.py:927] (5/8) Epoch 7, batch 8950, giga_loss[loss=0.2027, simple_loss=0.3047, pruned_loss=0.05037, over 12429.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02983, over 122.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.294, pruned_loss=0.0611, over 2476392.52 frames. utt_duration=409.9 frames, utt_pad_proportion=0.07027, over 24235.08 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3052, pruned_loss=0.06532, over 2438794.07 frames. utt_duration=1227 frames, utt_pad_proportion=0.06479, over 7960.21 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2932, pruned_loss=0.06087, over 2478229.29 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06992, over 26139.75 utterances.], batch size: 122, lr: 4.80e-04
2022-08-24 04:09:25,085 INFO [train.py:927] (5/8) Epoch 7, batch 9000, giga_loss[loss=0.2039, simple_loss=0.2956, pruned_loss=0.05614, over 12391.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.02652, over 97.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2952, pruned_loss=0.0611, over 2476377.65 frames. utt_duration=415.2 frames, utt_pad_proportion=0.0683, over 23924.10 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3045, pruned_loss=0.0651, over 2439599.14 frames. utt_duration=1222 frames, utt_pad_proportion=0.06704, over 7992.97 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2949, pruned_loss=0.06099, over 2478311.70 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06758, over 25954.80 utterances.], batch size: 97, lr: 4.80e-04
2022-08-24 04:09:25,086 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 04:09:39,709 INFO [train.py:967] (5/8) 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 04:11:42,172 INFO [train.py:927] (5/8) Epoch 7, batch 9050, giga_loss[loss=0.2342, simple_loss=0.3156, pruned_loss=0.0764, over 12406.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04852, over 161.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2958, pruned_loss=0.06148, over 2476328.55 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06634, over 23893.20 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3045, pruned_loss=0.06507, over 2440016.93 frames. utt_duration=1223 frames, utt_pad_proportion=0.06625, over 7991.20 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2954, pruned_loss=0.06136, over 2478125.54 frames. utt_duration=385.7 frames, utt_pad_proportion=0.0661, over 25779.96 utterances.], batch size: 161, lr: 4.80e-04
2022-08-24 04:13:45,538 INFO [train.py:927] (5/8) Epoch 7, batch 9100, giga_loss[loss=0.2287, simple_loss=0.3071, pruned_loss=0.07517, over 12389.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03759, over 113.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2941, pruned_loss=0.06059, over 2475842.86 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06649, over 23216.64 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3047, pruned_loss=0.06512, over 2441064.32 frames. utt_duration=1225 frames, utt_pad_proportion=0.06476, over 7982.17 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2933, pruned_loss=0.06028, over 2477835.19 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06666, over 25400.90 utterances.], batch size: 113, lr: 4.80e-04
2022-08-24 04:15:50,688 INFO [train.py:927] (5/8) Epoch 7, batch 9150, giga_loss[loss=0.2489, simple_loss=0.3319, pruned_loss=0.08298, over 12397.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2944, pruned_loss=0.06116, over 2476613.49 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06718, over 23253.18 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3045, pruned_loss=0.06504, over 2442239.41 frames. utt_duration=1219 frames, utt_pad_proportion=0.0678, over 8021.53 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2936, pruned_loss=0.06087, over 2478089.21 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06651, over 25391.18 utterances.], batch size: 161, lr: 4.80e-04
2022-08-24 04:17:55,489 INFO [train.py:927] (5/8) Epoch 7, batch 9200, giga_loss[loss=0.2042, simple_loss=0.2964, pruned_loss=0.056, over 12372.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03608, over 113.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2958, pruned_loss=0.06232, over 2477088.94 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07045, over 24505.69 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3046, pruned_loss=0.06522, over 2442791.84 frames. utt_duration=1208 frames, utt_pad_proportion=0.07117, over 8098.61 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2949, pruned_loss=0.06186, over 2478402.74 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06873, over 26424.23 utterances.], batch size: 113, lr: 4.80e-04
2022-08-24 04:19:48,121 INFO [train.py:927] (5/8) Epoch 7, batch 9250, giga_loss[loss=0.2004, simple_loss=0.3008, pruned_loss=0.05001, over 12478.00 frames. utt_duration=746.3 frames, utt_pad_proportion=0.03084, over 67.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2975, pruned_loss=0.06275, over 2477543.75 frames. utt_duration=423 frames, utt_pad_proportion=0.06602, over 23494.53 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.304, pruned_loss=0.06484, over 2443558.11 frames. utt_duration=1213 frames, utt_pad_proportion=0.0695, over 8066.71 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2971, pruned_loss=0.06264, over 2478986.79 frames. utt_duration=389 frames, utt_pad_proportion=0.06536, over 25572.73 utterances.], batch size: 67, lr: 4.80e-04
2022-08-24 04:22:07,143 INFO [train.py:927] (5/8) Epoch 7, batch 9300, giga_loss[loss=0.2165, simple_loss=0.2977, pruned_loss=0.06765, over 12436.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04942, over 161.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2977, pruned_loss=0.06206, over 2477574.26 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06506, over 23305.70 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.304, pruned_loss=0.06468, over 2443810.67 frames. utt_duration=1214 frames, utt_pad_proportion=0.06893, over 8061.05 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2973, pruned_loss=0.06208, over 2478785.77 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06474, over 25074.78 utterances.], batch size: 161, lr: 4.80e-04
2022-08-24 04:24:09,628 INFO [train.py:927] (5/8) Epoch 7, batch 9350, giga_loss[loss=0.2232, simple_loss=0.3069, pruned_loss=0.06981, over 12377.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.03045, over 85.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2968, pruned_loss=0.06177, over 2477233.99 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06523, over 23232.04 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3039, pruned_loss=0.06453, over 2444197.37 frames. utt_duration=1223 frames, utt_pad_proportion=0.06725, over 8006.76 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2964, pruned_loss=0.06183, over 2478899.97 frames. utt_duration=395 frames, utt_pad_proportion=0.06541, over 25180.57 utterances.], batch size: 85, lr: 4.80e-04
2022-08-24 04:26:15,417 INFO [train.py:927] (5/8) Epoch 7, batch 9400, giga_loss[loss=0.1871, simple_loss=0.2732, pruned_loss=0.0505, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03124, over 40.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2957, pruned_loss=0.06171, over 2477532.69 frames. utt_duration=434.5 frames, utt_pad_proportion=0.06299, over 22873.46 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.304, pruned_loss=0.06459, over 2444208.96 frames. utt_duration=1225 frames, utt_pad_proportion=0.06644, over 7992.74 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2952, pruned_loss=0.06168, over 2479269.39 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06349, over 24624.77 utterances.], batch size: 40, lr: 4.80e-04
2022-08-24 04:28:17,134 INFO [train.py:927] (5/8) Epoch 7, batch 9450, libri_loss[loss=0.2422, simple_loss=0.3344, pruned_loss=0.07501, over 12481.00 frames. utt_duration=961.2 frames, utt_pad_proportion=0.06767, over 52.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2965, pruned_loss=0.06221, over 2477949.00 frames. utt_duration=428.5 frames, utt_pad_proportion=0.0622, over 23193.51 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3042, pruned_loss=0.0647, over 2444688.77 frames. utt_duration=1223 frames, utt_pad_proportion=0.0662, over 8004.81 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2958, pruned_loss=0.06205, over 2479172.77 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06269, over 24703.67 utterances.], batch size: 52, lr: 4.80e-04
2022-08-24 04:30:20,737 INFO [train.py:927] (5/8) Epoch 7, batch 9500, giga_loss[loss=0.2253, simple_loss=0.3169, pruned_loss=0.06679, over 12420.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07689, over 213.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2967, pruned_loss=0.06099, over 2478025.23 frames. utt_duration=424 frames, utt_pad_proportion=0.06172, over 23442.75 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.304, pruned_loss=0.06468, over 2444645.90 frames. utt_duration=1227 frames, utt_pad_proportion=0.06594, over 7981.83 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2963, pruned_loss=0.06086, over 2479322.58 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06219, over 24786.05 utterances.], batch size: 213, lr: 4.80e-04
2022-08-24 04:32:25,582 INFO [train.py:927] (5/8) Epoch 7, batch 9550, libri_loss[loss=0.2487, simple_loss=0.3303, pruned_loss=0.08358, over 12441.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.009307, over 37.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2977, pruned_loss=0.0606, over 2477566.51 frames. utt_duration=416.4 frames, utt_pad_proportion=0.0627, over 23871.78 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3034, pruned_loss=0.06446, over 2444924.95 frames. utt_duration=1233 frames, utt_pad_proportion=0.06494, over 7938.75 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2976, pruned_loss=0.06057, over 2479059.08 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06326, over 25321.10 utterances.], batch size: 37, lr: 4.80e-04
2022-08-24 04:34:25,098 INFO [train.py:927] (5/8) Epoch 7, batch 9600, giga_loss[loss=0.2146, simple_loss=0.2972, pruned_loss=0.06603, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.02937, over 58.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2966, pruned_loss=0.06002, over 2477676.96 frames. utt_duration=425.8 frames, utt_pad_proportion=0.06229, over 23343.47 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3032, pruned_loss=0.06444, over 2445991.40 frames. utt_duration=1228 frames, utt_pad_proportion=0.06727, over 7978.18 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2966, pruned_loss=0.05984, over 2479087.31 frames. utt_duration=397 frames, utt_pad_proportion=0.06195, over 25055.43 utterances.], batch size: 58, lr: 4.80e-04
2022-08-24 04:36:42,121 INFO [train.py:927] (5/8) Epoch 7, batch 9650, giga_loss[loss=0.2222, simple_loss=0.3025, pruned_loss=0.07091, over 12347.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02973, over 85.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2974, pruned_loss=0.06, over 2477792.08 frames. utt_duration=431.4 frames, utt_pad_proportion=0.06328, over 23038.35 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3032, pruned_loss=0.0645, over 2446891.55 frames. utt_duration=1220 frames, utt_pad_proportion=0.07027, over 8031.70 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2972, pruned_loss=0.0597, over 2478819.70 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06205, over 24683.06 utterances.], batch size: 85, lr: 4.79e-04
2022-08-24 04:39:07,839 INFO [train.py:927] (5/8) Epoch 7, batch 9700, giga_loss[loss=0.2436, simple_loss=0.3169, pruned_loss=0.08519, over 12414.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09987, over 257.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2997, pruned_loss=0.06069, over 2477681.98 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06608, over 23474.44 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3034, pruned_loss=0.06431, over 2447028.02 frames. utt_duration=1224 frames, utt_pad_proportion=0.06968, over 8008.29 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2993, pruned_loss=0.06057, over 2478786.44 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06514, over 25007.84 utterances.], batch size: 257, lr: 4.79e-04
2022-08-24 04:41:28,941 INFO [train.py:927] (5/8) Epoch 7, batch 9750, giga_loss[loss=0.217, simple_loss=0.292, pruned_loss=0.07097, over 12397.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1648, over 352.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2985, pruned_loss=0.06054, over 2477806.20 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06619, over 23541.62 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3033, pruned_loss=0.0643, over 2447155.32 frames. utt_duration=1225 frames, utt_pad_proportion=0.06902, over 7999.18 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2982, pruned_loss=0.06042, over 2478965.44 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0656, over 24958.98 utterances.], batch size: 352, lr: 4.79e-04
2022-08-24 04:43:34,866 INFO [train.py:927] (5/8) Epoch 7, batch 9800, giga_loss[loss=0.2147, simple_loss=0.3004, pruned_loss=0.06454, over 12384.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02852, over 85.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2971, pruned_loss=0.05973, over 2477664.91 frames. utt_duration=435.3 frames, utt_pad_proportion=0.0622, over 22828.86 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3033, pruned_loss=0.06424, over 2447369.28 frames. utt_duration=1228 frames, utt_pad_proportion=0.06795, over 7981.30 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2968, pruned_loss=0.0596, over 2478953.38 frames. utt_duration=410.1 frames, utt_pad_proportion=0.0622, over 24246.18 utterances.], batch size: 85, lr: 4.79e-04
2022-08-24 04:45:35,660 INFO [train.py:927] (5/8) Epoch 7, batch 9850, giga_loss[loss=0.2428, simple_loss=0.3186, pruned_loss=0.08348, over 12381.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09519, over 255.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2985, pruned_loss=0.06072, over 2477056.13 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06833, over 24031.08 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3035, pruned_loss=0.06437, over 2447990.90 frames. utt_duration=1227 frames, utt_pad_proportion=0.06741, over 7987.58 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2979, pruned_loss=0.0604, over 2478218.83 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06818, over 25515.13 utterances.], batch size: 255, lr: 4.79e-04
2022-08-24 04:47:35,196 INFO [train.py:927] (5/8) Epoch 7, batch 9900, libri_loss[loss=0.1916, simple_loss=0.277, pruned_loss=0.05306, over 12452.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.0104, over 29.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2977, pruned_loss=0.06039, over 2477871.69 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06516, over 24200.14 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3035, pruned_loss=0.06435, over 2448408.21 frames. utt_duration=1228 frames, utt_pad_proportion=0.06692, over 7985.73 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2972, pruned_loss=0.06011, over 2478814.44 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06533, over 25612.53 utterances.], batch size: 29, lr: 4.79e-04
2022-08-24 04:49:33,445 INFO [train.py:927] (5/8) Epoch 7, batch 9950, giga_loss[loss=0.2022, simple_loss=0.2859, pruned_loss=0.05922, over 12486.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03366, over 43.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2976, pruned_loss=0.06132, over 2477849.34 frames. utt_duration=397.1 frames, utt_pad_proportion=0.0669, over 25034.07 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3038, pruned_loss=0.06451, over 2448520.92 frames. utt_duration=1229 frames, utt_pad_proportion=0.06637, over 7978.89 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2969, pruned_loss=0.06094, over 2478741.24 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06708, over 26284.00 utterances.], batch size: 43, lr: 4.79e-04
2022-08-24 04:51:15,170 INFO [train.py:927] (5/8) Epoch 7, batch 10000, giga_loss[loss=0.2158, simple_loss=0.3, pruned_loss=0.0658, over 12186.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0336, over 39.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3043, pruned_loss=0.0657, over 2476784.63 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06584, over 23607.03 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.303, pruned_loss=0.06421, over 2449075.78 frames. utt_duration=1236 frames, utt_pad_proportion=0.06512, over 7934.96 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3044, pruned_loss=0.06563, over 2477789.44 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06637, over 25084.54 utterances.], batch size: 39, lr: 4.79e-04
2022-08-24 04:53:00,200 INFO [train.py:927] (5/8) Epoch 7, batch 10050, giga_loss[loss=0.179, simple_loss=0.2715, pruned_loss=0.04321, over 12389.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.0305, over 62.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3056, pruned_loss=0.0671, over 2476315.92 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06351, over 22846.17 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3032, pruned_loss=0.06427, over 2449376.57 frames. utt_duration=1238 frames, utt_pad_proportion=0.06461, over 7923.65 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3054, pruned_loss=0.06701, over 2477076.94 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06422, over 24165.64 utterances.], batch size: 62, lr: 4.79e-04
2022-08-24 04:54:43,517 INFO [train.py:927] (5/8) Epoch 7, batch 10100, giga_loss[loss=0.1831, simple_loss=0.2535, pruned_loss=0.05629, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02905, over 48.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3012, pruned_loss=0.06515, over 2475655.02 frames. utt_duration=458.2 frames, utt_pad_proportion=0.06226, over 21674.90 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3055, pruned_loss=0.06457, over 2449245.98 frames. utt_duration=1242 frames, utt_pad_proportion=0.06364, over 7896.38 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2991, pruned_loss=0.06486, over 2476844.88 frames. utt_duration=432 frames, utt_pad_proportion=0.06322, over 23003.87 utterances.], batch size: 48, lr: 4.79e-04
2022-08-24 04:56:25,687 INFO [train.py:927] (5/8) Epoch 7, batch 10150, giga_loss[loss=0.1596, simple_loss=0.2416, pruned_loss=0.0388, over 12308.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02696, over 45.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2941, pruned_loss=0.06288, over 2474716.36 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06223, over 21040.69 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3057, pruned_loss=0.06466, over 2450015.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.06186, over 7861.40 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.292, pruned_loss=0.06254, over 2475890.28 frames. utt_duration=439.2 frames, utt_pad_proportion=0.06356, over 22618.07 utterances.], batch size: 45, lr: 4.79e-04
2022-08-24 04:58:12,058 INFO [train.py:927] (5/8) Epoch 7, batch 10200, giga_loss[loss=0.1812, simple_loss=0.261, pruned_loss=0.0507, over 12443.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.0349, over 98.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2868, pruned_loss=0.06019, over 2474382.50 frames. utt_duration=500.3 frames, utt_pad_proportion=0.05844, over 19839.90 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.305, pruned_loss=0.06442, over 2450057.19 frames. utt_duration=1253 frames, utt_pad_proportion=0.06098, over 7830.41 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2854, pruned_loss=0.06008, over 2475707.31 frames. utt_duration=465.4 frames, utt_pad_proportion=0.06009, over 21341.64 utterances.], batch size: 98, lr: 4.79e-04
2022-08-24 04:59:54,358 INFO [train.py:927] (5/8) Epoch 7, batch 10250, giga_loss[loss=0.1946, simple_loss=0.2776, pruned_loss=0.05582, over 12341.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02932, over 66.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2814, pruned_loss=0.05826, over 2473653.01 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06009, over 19657.80 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3051, pruned_loss=0.06443, over 2450321.19 frames. utt_duration=1256 frames, utt_pad_proportion=0.06001, over 7815.93 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2799, pruned_loss=0.05807, over 2474904.91 frames. utt_duration=471.2 frames, utt_pad_proportion=0.0616, over 21070.41 utterances.], batch size: 66, lr: 4.79e-04
2022-08-24 05:01:37,399 INFO [train.py:927] (5/8) Epoch 7, batch 10300, giga_loss[loss=0.1686, simple_loss=0.2478, pruned_loss=0.04473, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02731, over 45.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2764, pruned_loss=0.05647, over 2474097.44 frames. utt_duration=529.5 frames, utt_pad_proportion=0.05772, over 18741.18 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3051, pruned_loss=0.06451, over 2450709.07 frames. utt_duration=1257 frames, utt_pad_proportion=0.05917, over 7810.70 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2747, pruned_loss=0.05612, over 2475172.32 frames. utt_duration=494.6 frames, utt_pad_proportion=0.05942, over 20076.89 utterances.], batch size: 45, lr: 4.79e-04
2022-08-24 05:03:21,230 INFO [train.py:927] (5/8) Epoch 7, batch 10350, giga_loss[loss=0.17, simple_loss=0.2492, pruned_loss=0.04542, over 12398.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03872, over 113.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.271, pruned_loss=0.05425, over 2473576.02 frames. utt_duration=526 frames, utt_pad_proportion=0.06084, over 18862.18 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3044, pruned_loss=0.06422, over 2450837.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.05791, over 7773.95 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2694, pruned_loss=0.05399, over 2474935.64 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06244, over 20260.07 utterances.], batch size: 113, lr: 4.78e-04
2022-08-24 05:05:04,617 INFO [train.py:927] (5/8) Epoch 7, batch 10400, libri_loss[loss=0.19, simple_loss=0.2804, pruned_loss=0.04985, over 12267.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.04655, over 27.00 utterances.], tot_loss[loss=0.185, simple_loss=0.2661, pruned_loss=0.052, over 2473435.09 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05986, over 18327.86 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3039, pruned_loss=0.06391, over 2451067.40 frames. utt_duration=1269 frames, utt_pad_proportion=0.05696, over 7733.23 utterances.], giga_tot_loss[loss=0.1839, simple_loss=0.2643, pruned_loss=0.05177, over 2474950.58 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06162, over 19792.26 utterances.], batch size: 27, lr: 4.78e-04
2022-08-24 05:06:44,451 INFO [train.py:927] (5/8) Epoch 7, batch 10450, giga_loss[loss=0.1462, simple_loss=0.2325, pruned_loss=0.02997, over 12444.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0315, over 75.00 utterances.], tot_loss[loss=0.1871, simple_loss=0.2677, pruned_loss=0.05322, over 2473592.64 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06477, over 18923.32 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3039, pruned_loss=0.06389, over 2451318.58 frames. utt_duration=1259 frames, utt_pad_proportion=0.06074, over 7798.70 utterances.], giga_tot_loss[loss=0.1852, simple_loss=0.2651, pruned_loss=0.05268, over 2475277.96 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06474, over 20389.03 utterances.], batch size: 75, lr: 4.78e-04
2022-08-24 05:08:25,636 INFO [train.py:927] (5/8) Epoch 7, batch 10500, giga_loss[loss=0.2254, simple_loss=0.3161, pruned_loss=0.0673, over 12318.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.0287, over 74.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2799, pruned_loss=0.05934, over 2474141.17 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06857, over 19137.49 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3037, pruned_loss=0.06402, over 2452039.69 frames. utt_duration=1250 frames, utt_pad_proportion=0.06401, over 7854.37 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2771, pruned_loss=0.05859, over 2475457.79 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06732, over 20579.98 utterances.], batch size: 74, lr: 4.78e-04
2022-08-24 05:10:09,033 INFO [train.py:927] (5/8) Epoch 7, batch 10550, giga_loss[loss=0.2399, simple_loss=0.3146, pruned_loss=0.08261, over 12354.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03174, over 85.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2875, pruned_loss=0.06237, over 2474067.01 frames. utt_duration=537 frames, utt_pad_proportion=0.06462, over 18480.04 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3033, pruned_loss=0.06386, over 2452729.59 frames. utt_duration=1244 frames, utt_pad_proportion=0.06658, over 7896.66 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.285, pruned_loss=0.06181, over 2475176.35 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06287, over 19947.08 utterances.], batch size: 85, lr: 4.78e-04
2022-08-24 05:11:51,717 INFO [train.py:927] (5/8) Epoch 7, batch 10600, giga_loss[loss=0.1699, simple_loss=0.2679, pruned_loss=0.03592, over 12089.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03395, over 30.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2918, pruned_loss=0.06331, over 2474356.75 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06082, over 17892.06 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3034, pruned_loss=0.06385, over 2453297.31 frames. utt_duration=1248 frames, utt_pad_proportion=0.06494, over 7874.32 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2893, pruned_loss=0.06284, over 2475409.79 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06018, over 19405.55 utterances.], batch size: 30, lr: 4.78e-04
2022-08-24 05:13:35,482 INFO [train.py:927] (5/8) Epoch 7, batch 10650, giga_loss[loss=0.2347, simple_loss=0.3176, pruned_loss=0.07596, over 12387.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04087, over 133.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2961, pruned_loss=0.06582, over 2475263.57 frames. utt_duration=552 frames, utt_pad_proportion=0.06053, over 17984.05 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3033, pruned_loss=0.0637, over 2453610.40 frames. utt_duration=1250 frames, utt_pad_proportion=0.06445, over 7861.60 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2941, pruned_loss=0.06559, over 2476008.67 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06019, over 19272.79 utterances.], batch size: 133, lr: 4.78e-04
2022-08-24 05:15:20,311 INFO [train.py:927] (5/8) Epoch 7, batch 10700, giga_loss[loss=0.2626, simple_loss=0.3341, pruned_loss=0.09556, over 12386.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07432, over 212.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3015, pruned_loss=0.06788, over 2474109.25 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06018, over 17580.23 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3045, pruned_loss=0.06394, over 2453537.23 frames. utt_duration=1250 frames, utt_pad_proportion=0.06376, over 7858.34 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2989, pruned_loss=0.06752, over 2475134.54 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06015, over 18778.82 utterances.], batch size: 212, lr: 4.78e-04
2022-08-24 05:17:01,101 INFO [train.py:927] (5/8) Epoch 7, batch 10750, libri_loss[loss=0.1912, simple_loss=0.2786, pruned_loss=0.05187, over 12205.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.006769, over 31.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3046, pruned_loss=0.06843, over 2474405.20 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05977, over 17613.16 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3045, pruned_loss=0.06392, over 2453369.60 frames. utt_duration=1253 frames, utt_pad_proportion=0.06303, over 7841.53 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3024, pruned_loss=0.06823, over 2475629.60 frames. utt_duration=531 frames, utt_pad_proportion=0.06002, over 18701.02 utterances.], batch size: 31, lr: 4.78e-04
2022-08-24 05:18:43,921 INFO [train.py:927] (5/8) Epoch 7, batch 10800, libri_loss[loss=0.221, simple_loss=0.3076, pruned_loss=0.06721, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01315, over 40.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3053, pruned_loss=0.06798, over 2473777.92 frames. utt_duration=598.5 frames, utt_pad_proportion=0.05633, over 16574.24 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3035, pruned_loss=0.06357, over 2454038.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.06123, over 7788.81 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3045, pruned_loss=0.06829, over 2474899.18 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05739, over 17836.12 utterances.], batch size: 40, lr: 4.78e-04
2022-08-24 05:20:25,934 INFO [train.py:927] (5/8) Epoch 7, batch 10850, giga_loss[loss=0.1936, simple_loss=0.2861, pruned_loss=0.05057, over 12396.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03828, over 113.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3059, pruned_loss=0.06777, over 2474452.37 frames. utt_duration=613.4 frames, utt_pad_proportion=0.05401, over 16175.21 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3037, pruned_loss=0.06377, over 2454767.75 frames. utt_duration=1266 frames, utt_pad_proportion=0.05924, over 7767.67 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3052, pruned_loss=0.06799, over 2475416.11 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05577, over 17529.90 utterances.], batch size: 113, lr: 4.78e-04
2022-08-24 05:22:09,992 INFO [train.py:927] (5/8) Epoch 7, batch 10900, giga_loss[loss=0.2926, simple_loss=0.354, pruned_loss=0.1156, over 12446.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04741, over 147.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3065, pruned_loss=0.06838, over 2473409.12 frames. utt_duration=640.7 frames, utt_pad_proportion=0.05233, over 15478.11 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3028, pruned_loss=0.06328, over 2454757.58 frames. utt_duration=1273 frames, utt_pad_proportion=0.05809, over 7723.21 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3067, pruned_loss=0.06908, over 2474666.82 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05434, over 16810.76 utterances.], batch size: 147, lr: 4.78e-04
2022-08-24 05:23:54,879 INFO [train.py:927] (5/8) Epoch 7, batch 10950, giga_loss[loss=0.2195, simple_loss=0.2856, pruned_loss=0.07671, over 12333.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2022, over 368.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3091, pruned_loss=0.07135, over 2473223.59 frames. utt_duration=618.6 frames, utt_pad_proportion=0.05462, over 16030.85 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3031, pruned_loss=0.06325, over 2454753.61 frames. utt_duration=1272 frames, utt_pad_proportion=0.05819, over 7730.75 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3091, pruned_loss=0.07203, over 2474542.80 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05592, over 17214.68 utterances.], batch size: 368, lr: 4.78e-04
2022-08-24 05:25:39,803 INFO [train.py:927] (5/8) Epoch 7, batch 11000, giga_loss[loss=0.1993, simple_loss=0.2887, pruned_loss=0.05499, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04119, over 113.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3074, pruned_loss=0.0712, over 2472893.74 frames. utt_duration=637.8 frames, utt_pad_proportion=0.05214, over 15544.61 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3025, pruned_loss=0.0629, over 2455194.12 frames. utt_duration=1279 frames, utt_pad_proportion=0.05717, over 7688.37 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.308, pruned_loss=0.07229, over 2474034.73 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05377, over 16751.37 utterances.], batch size: 113, lr: 4.78e-04
2022-08-24 05:27:22,908 INFO [train.py:927] (5/8) Epoch 7, batch 11050, giga_loss[loss=0.2272, simple_loss=0.3062, pruned_loss=0.0741, over 12365.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06542, over 183.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3057, pruned_loss=0.07055, over 2472184.48 frames. utt_duration=597.3 frames, utt_pad_proportion=0.0591, over 16597.96 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3019, pruned_loss=0.0628, over 2455539.19 frames. utt_duration=1285 frames, utt_pad_proportion=0.0557, over 7652.79 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3069, pruned_loss=0.07176, over 2473357.18 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06048, over 17869.36 utterances.], batch size: 183, lr: 4.77e-04
2022-08-24 05:29:07,974 INFO [train.py:927] (5/8) Epoch 7, batch 11100, giga_loss[loss=0.1873, simple_loss=0.2681, pruned_loss=0.05325, over 12245.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02997, over 45.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3038, pruned_loss=0.07, over 2471930.92 frames. utt_duration=580.1 frames, utt_pad_proportion=0.0611, over 17087.75 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3016, pruned_loss=0.06267, over 2455837.35 frames. utt_duration=1287 frames, utt_pad_proportion=0.05458, over 7641.42 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3052, pruned_loss=0.0713, over 2473038.35 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06256, over 18367.88 utterances.], batch size: 45, lr: 4.77e-04
2022-08-24 05:30:51,766 INFO [train.py:927] (5/8) Epoch 7, batch 11150, giga_loss[loss=0.1923, simple_loss=0.2724, pruned_loss=0.05614, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03572, over 122.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.299, pruned_loss=0.06788, over 2472758.68 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06337, over 17659.56 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3015, pruned_loss=0.06265, over 2456020.00 frames. utt_duration=1286 frames, utt_pad_proportion=0.05456, over 7650.32 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3002, pruned_loss=0.06903, over 2473770.53 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06449, over 18848.63 utterances.], batch size: 122, lr: 4.77e-04
2022-08-24 05:32:35,454 INFO [train.py:927] (5/8) Epoch 7, batch 11200, giga_loss[loss=0.2098, simple_loss=0.2917, pruned_loss=0.06397, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02746, over 48.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2974, pruned_loss=0.0672, over 2473539.72 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06541, over 18409.57 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3014, pruned_loss=0.06255, over 2456207.02 frames. utt_duration=1288 frames, utt_pad_proportion=0.05393, over 7636.61 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2983, pruned_loss=0.06827, over 2474416.74 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06646, over 19507.96 utterances.], batch size: 48, lr: 4.77e-04
2022-08-24 05:34:16,871 INFO [train.py:927] (5/8) Epoch 7, batch 11250, giga_loss[loss=0.1742, simple_loss=0.2574, pruned_loss=0.04544, over 12366.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04741, over 26.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2968, pruned_loss=0.06725, over 2473718.46 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06396, over 18403.00 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3017, pruned_loss=0.06254, over 2456529.03 frames. utt_duration=1290 frames, utt_pad_proportion=0.05331, over 7628.05 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2973, pruned_loss=0.06817, over 2474359.98 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06511, over 19415.55 utterances.], batch size: 26, lr: 4.77e-04
2022-08-24 05:36:01,299 INFO [train.py:927] (5/8) Epoch 7, batch 11300, giga_loss[loss=0.1814, simple_loss=0.2593, pruned_loss=0.0518, over 12286.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02612, over 54.00 utterances.], tot_loss[loss=0.212, simple_loss=0.293, pruned_loss=0.06551, over 2473232.14 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06348, over 18266.31 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3017, pruned_loss=0.0625, over 2456874.47 frames. utt_duration=1291 frames, utt_pad_proportion=0.05267, over 7619.70 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2932, pruned_loss=0.06632, over 2473660.12 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06473, over 19224.54 utterances.], batch size: 54, lr: 4.77e-04
2022-08-24 05:37:42,157 INFO [train.py:927] (5/8) Epoch 7, batch 11350, giga_loss[loss=0.2146, simple_loss=0.2977, pruned_loss=0.06575, over 12444.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03653, over 133.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2915, pruned_loss=0.06521, over 2473375.57 frames. utt_duration=551.9 frames, utt_pad_proportion=0.0645, over 17976.43 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3025, pruned_loss=0.06284, over 2457334.10 frames. utt_duration=1279 frames, utt_pad_proportion=0.05614, over 7692.68 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2908, pruned_loss=0.06562, over 2473675.75 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06437, over 18903.88 utterances.], batch size: 133, lr: 4.77e-04
2022-08-24 05:39:26,007 INFO [train.py:927] (5/8) Epoch 7, batch 11400, giga_loss[loss=0.2131, simple_loss=0.2905, pruned_loss=0.0678, over 12413.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03225, over 80.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.288, pruned_loss=0.06413, over 2473716.97 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06414, over 17697.17 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3022, pruned_loss=0.06275, over 2457351.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.05581, over 7689.40 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2875, pruned_loss=0.06455, over 2474161.35 frames. utt_duration=534.6 frames, utt_pad_proportion=0.0642, over 18563.71 utterances.], batch size: 80, lr: 4.77e-04
2022-08-24 05:41:06,704 INFO [train.py:927] (5/8) Epoch 7, batch 11450, giga_loss[loss=0.2147, simple_loss=0.2936, pruned_loss=0.06791, over 12422.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04927, over 161.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2853, pruned_loss=0.06311, over 2474310.99 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06088, over 17453.97 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3017, pruned_loss=0.06256, over 2457887.00 frames. utt_duration=1285 frames, utt_pad_proportion=0.05481, over 7658.42 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2851, pruned_loss=0.06364, over 2474557.40 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06149, over 18387.01 utterances.], batch size: 161, lr: 4.77e-04
2022-08-24 05:42:49,284 INFO [train.py:927] (5/8) Epoch 7, batch 11500, giga_loss[loss=0.2494, simple_loss=0.325, pruned_loss=0.08692, over 12404.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05855, over 182.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2847, pruned_loss=0.06331, over 2473106.90 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05982, over 17156.49 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3016, pruned_loss=0.06269, over 2457948.92 frames. utt_duration=1272 frames, utt_pad_proportion=0.05936, over 7738.31 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2842, pruned_loss=0.06361, over 2473514.87 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05861, over 17989.43 utterances.], batch size: 182, lr: 4.77e-04
2022-08-24 05:44:33,486 INFO [train.py:927] (5/8) Epoch 7, batch 11550, giga_loss[loss=0.2245, simple_loss=0.3029, pruned_loss=0.07307, over 12387.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03733, over 113.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2879, pruned_loss=0.06517, over 2472192.41 frames. utt_duration=582.8 frames, utt_pad_proportion=0.06299, over 17010.61 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3018, pruned_loss=0.06286, over 2457837.57 frames. utt_duration=1276 frames, utt_pad_proportion=0.05789, over 7712.22 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2868, pruned_loss=0.06531, over 2473134.99 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06249, over 18049.96 utterances.], batch size: 113, lr: 4.77e-04
2022-08-24 05:46:13,123 INFO [train.py:927] (5/8) Epoch 7, batch 11600, libri_loss[loss=0.174, simple_loss=0.2618, pruned_loss=0.04308, over 12204.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01057, over 29.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2939, pruned_loss=0.06852, over 2472597.09 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06714, over 17451.62 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3013, pruned_loss=0.06269, over 2458205.78 frames. utt_duration=1285 frames, utt_pad_proportion=0.05557, over 7660.26 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2929, pruned_loss=0.06905, over 2473805.26 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06758, over 18861.43 utterances.], batch size: 29, lr: 4.77e-04
2022-08-24 05:47:57,516 INFO [train.py:927] (5/8) Epoch 7, batch 11650, giga_loss[loss=0.2435, simple_loss=0.3381, pruned_loss=0.07449, over 12459.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03092, over 75.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.2995, pruned_loss=0.07053, over 2472557.82 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06758, over 17578.02 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3011, pruned_loss=0.06257, over 2458079.43 frames. utt_duration=1289 frames, utt_pad_proportion=0.05474, over 7637.25 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.299, pruned_loss=0.07119, over 2473873.24 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06828, over 18893.02 utterances.], batch size: 75, lr: 4.77e-04
2022-08-24 05:49:38,995 INFO [train.py:927] (5/8) Epoch 7, batch 11700, libri_loss[loss=0.221, simple_loss=0.3068, pruned_loss=0.06758, over 12458.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009744, over 39.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3052, pruned_loss=0.0727, over 2472996.16 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06655, over 17733.45 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3009, pruned_loss=0.06263, over 2458886.12 frames. utt_duration=1277 frames, utt_pad_proportion=0.0577, over 7709.92 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.305, pruned_loss=0.07358, over 2473976.87 frames. utt_duration=517 frames, utt_pad_proportion=0.06644, over 19195.98 utterances.], batch size: 39, lr: 4.77e-04
2022-08-24 05:51:20,887 INFO [train.py:927] (5/8) Epoch 7, batch 11750, giga_loss[loss=0.2316, simple_loss=0.3128, pruned_loss=0.07526, over 12432.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03831, over 105.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.304, pruned_loss=0.07071, over 2473407.17 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06363, over 17804.66 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3007, pruned_loss=0.06266, over 2458949.48 frames. utt_duration=1269 frames, utt_pad_proportion=0.06123, over 7758.21 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.304, pruned_loss=0.0716, over 2474448.23 frames. utt_duration=518 frames, utt_pad_proportion=0.0626, over 19164.24 utterances.], batch size: 105, lr: 4.76e-04
2022-08-24 05:53:03,511 INFO [train.py:927] (5/8) Epoch 7, batch 11800, libri_loss[loss=0.1735, simple_loss=0.2646, pruned_loss=0.04125, over 12235.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.04563, over 27.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3033, pruned_loss=0.06936, over 2473294.18 frames. utt_duration=546 frames, utt_pad_proportion=0.06237, over 18170.55 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3007, pruned_loss=0.06268, over 2458727.80 frames. utt_duration=1270 frames, utt_pad_proportion=0.06097, over 7754.81 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3034, pruned_loss=0.07015, over 2474505.14 frames. utt_duration=512 frames, utt_pad_proportion=0.06173, over 19388.73 utterances.], batch size: 27, lr: 4.76e-04
2022-08-24 05:54:47,499 INFO [train.py:927] (5/8) Epoch 7, batch 11850, giga_loss[loss=0.2496, simple_loss=0.3239, pruned_loss=0.08767, over 12367.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07939, over 213.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3051, pruned_loss=0.07023, over 2473852.51 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06561, over 18265.08 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3003, pruned_loss=0.06243, over 2459228.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.06404, over 7796.56 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3056, pruned_loss=0.07133, over 2474854.13 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06376, over 19553.72 utterances.], batch size: 213, lr: 4.76e-04
2022-08-24 05:56:38,362 INFO [train.py:927] (5/8) Epoch 7, batch 11900, giga_loss[loss=0.2279, simple_loss=0.3056, pruned_loss=0.07507, over 12452.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03212, over 40.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3077, pruned_loss=0.07222, over 2473199.70 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06117, over 17667.70 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3006, pruned_loss=0.06269, over 2459402.39 frames. utt_duration=1267 frames, utt_pad_proportion=0.06279, over 7772.88 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3081, pruned_loss=0.07306, over 2474149.75 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06036, over 18942.96 utterances.], batch size: 40, lr: 4.76e-04
2022-08-24 05:58:22,693 INFO [train.py:927] (5/8) Epoch 7, batch 11950, giga_loss[loss=0.2524, simple_loss=0.3271, pruned_loss=0.08888, over 12352.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3083, pruned_loss=0.07316, over 2473149.78 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05743, over 17300.30 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3004, pruned_loss=0.0626, over 2459374.83 frames. utt_duration=1270 frames, utt_pad_proportion=0.06159, over 7753.67 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.309, pruned_loss=0.07415, over 2474236.79 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05743, over 18557.62 utterances.], batch size: 85, lr: 4.76e-04
2022-08-24 06:00:07,837 INFO [train.py:927] (5/8) Epoch 7, batch 12000, giga_loss[loss=0.2311, simple_loss=0.3156, pruned_loss=0.07335, over 12365.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04664, over 146.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3094, pruned_loss=0.07333, over 2472245.40 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05812, over 17423.58 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2998, pruned_loss=0.06239, over 2459297.64 frames. utt_duration=1277 frames, utt_pad_proportion=0.06026, over 7713.56 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3107, pruned_loss=0.07456, over 2473522.96 frames. utt_duration=530.5 frames, utt_pad_proportion=0.05849, over 18704.35 utterances.], batch size: 146, lr: 4.76e-04
2022-08-24 06:00:07,837 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 06:00:22,671 INFO [train.py:967] (5/8) 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 06:02:07,491 INFO [train.py:927] (5/8) Epoch 7, batch 12050, giga_loss[loss=0.2397, simple_loss=0.3198, pruned_loss=0.0798, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03294, over 40.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3123, pruned_loss=0.07411, over 2472592.29 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05509, over 16909.39 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3009, pruned_loss=0.06283, over 2459916.35 frames. utt_duration=1278 frames, utt_pad_proportion=0.05877, over 7710.36 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3127, pruned_loss=0.07506, over 2473463.49 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05611, over 18246.31 utterances.], batch size: 40, lr: 4.76e-04
2022-08-24 06:03:49,474 INFO [train.py:927] (5/8) Epoch 7, batch 12100, giga_loss[loss=0.2252, simple_loss=0.3085, pruned_loss=0.07097, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.0301, over 58.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3122, pruned_loss=0.07505, over 2472265.40 frames. utt_duration=559 frames, utt_pad_proportion=0.06227, over 17739.55 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3012, pruned_loss=0.06307, over 2460200.51 frames. utt_duration=1275 frames, utt_pad_proportion=0.05773, over 7724.44 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3125, pruned_loss=0.07594, over 2473082.75 frames. utt_duration=519.6 frames, utt_pad_proportion=0.063, over 19092.96 utterances.], batch size: 58, lr: 4.76e-04
2022-08-24 06:05:32,332 INFO [train.py:927] (5/8) Epoch 7, batch 12150, giga_loss[loss=0.2515, simple_loss=0.3286, pruned_loss=0.08718, over 12364.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03599, over 122.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3103, pruned_loss=0.07424, over 2472226.38 frames. utt_duration=597.3 frames, utt_pad_proportion=0.05745, over 16597.90 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3013, pruned_loss=0.06328, over 2460446.83 frames. utt_duration=1275 frames, utt_pad_proportion=0.05708, over 7730.66 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3108, pruned_loss=0.07512, over 2473024.25 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05872, over 17980.09 utterances.], batch size: 122, lr: 4.76e-04
2022-08-24 06:07:15,241 INFO [train.py:927] (5/8) Epoch 7, batch 12200, giga_loss[loss=0.2179, simple_loss=0.3052, pruned_loss=0.06529, over 12414.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02721, over 62.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3103, pruned_loss=0.07426, over 2471723.65 frames. utt_duration=622.9 frames, utt_pad_proportion=0.05724, over 15911.25 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3013, pruned_loss=0.06344, over 2460464.28 frames. utt_duration=1273 frames, utt_pad_proportion=0.05671, over 7738.52 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3109, pruned_loss=0.07506, over 2472587.98 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05843, over 17188.92 utterances.], batch size: 62, lr: 4.76e-04
2022-08-24 06:08:57,989 INFO [train.py:927] (5/8) Epoch 7, batch 12250, giga_loss[loss=0.216, simple_loss=0.3112, pruned_loss=0.06038, over 12391.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04054, over 133.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3107, pruned_loss=0.07401, over 2472009.06 frames. utt_duration=622.7 frames, utt_pad_proportion=0.05757, over 15917.58 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3014, pruned_loss=0.06359, over 2460795.22 frames. utt_duration=1276 frames, utt_pad_proportion=0.05532, over 7721.08 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3113, pruned_loss=0.07484, over 2472764.35 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05909, over 17210.86 utterances.], batch size: 133, lr: 4.76e-04
2022-08-24 06:10:40,416 INFO [train.py:927] (5/8) Epoch 7, batch 12300, giga_loss[loss=0.207, simple_loss=0.2935, pruned_loss=0.06029, over 12448.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.043, over 34.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3108, pruned_loss=0.0747, over 2471894.47 frames. utt_duration=626.9 frames, utt_pad_proportion=0.06032, over 15809.13 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3022, pruned_loss=0.06455, over 2461243.32 frames. utt_duration=1259 frames, utt_pad_proportion=0.05953, over 7829.98 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3111, pruned_loss=0.07496, over 2472548.23 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05974, over 17087.44 utterances.], batch size: 34, lr: 4.76e-04
2022-08-24 06:12:23,783 INFO [train.py:927] (5/8) Epoch 7, batch 12350, giga_loss[loss=0.2017, simple_loss=0.2897, pruned_loss=0.05682, over 12332.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03407, over 51.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3082, pruned_loss=0.07399, over 2472882.85 frames. utt_duration=617.6 frames, utt_pad_proportion=0.06301, over 16055.04 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3018, pruned_loss=0.06455, over 2461274.34 frames. utt_duration=1263 frames, utt_pad_proportion=0.05866, over 7806.57 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3089, pruned_loss=0.07436, over 2473561.77 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06271, over 17226.85 utterances.], batch size: 51, lr: 4.76e-04
2022-08-24 06:14:06,303 INFO [train.py:927] (5/8) Epoch 7, batch 12400, libri_loss[loss=0.2881, simple_loss=0.3941, pruned_loss=0.09104, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007438, over 37.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3065, pruned_loss=0.07318, over 2472642.81 frames. utt_duration=636.8 frames, utt_pad_proportion=0.06291, over 15567.57 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3028, pruned_loss=0.06502, over 2461406.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.05774, over 7790.57 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3061, pruned_loss=0.07318, over 2473264.26 frames. utt_duration=595.3 frames, utt_pad_proportion=0.06311, over 16659.74 utterances.], batch size: 37, lr: 4.76e-04
2022-08-24 06:15:44,718 INFO [train.py:927] (5/8) Epoch 7, batch 12450, giga_loss[loss=0.2138, simple_loss=0.2887, pruned_loss=0.06949, over 12378.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03036, over 97.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3038, pruned_loss=0.07242, over 2471886.01 frames. utt_duration=630.6 frames, utt_pad_proportion=0.06519, over 15717.39 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.303, pruned_loss=0.06559, over 2460865.95 frames. utt_duration=1273 frames, utt_pad_proportion=0.05577, over 7744.03 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3034, pruned_loss=0.07218, over 2473338.47 frames. utt_duration=584.2 frames, utt_pad_proportion=0.06618, over 16977.73 utterances.], batch size: 97, lr: 4.76e-04
2022-08-24 06:17:26,000 INFO [train.py:927] (5/8) Epoch 7, batch 12500, giga_loss[loss=0.195, simple_loss=0.2752, pruned_loss=0.05741, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02942, over 91.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3002, pruned_loss=0.07063, over 2472298.13 frames. utt_duration=647.9 frames, utt_pad_proportion=0.06013, over 15299.83 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3028, pruned_loss=0.06561, over 2461615.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.05461, over 7753.18 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2999, pruned_loss=0.07069, over 2473307.70 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06195, over 16680.18 utterances.], batch size: 91, lr: 4.75e-04
2022-08-24 06:19:08,165 INFO [train.py:927] (5/8) Epoch 7, batch 12550, giga_loss[loss=0.2125, simple_loss=0.2963, pruned_loss=0.06431, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03222, over 97.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2984, pruned_loss=0.06992, over 2471846.09 frames. utt_duration=649.6 frames, utt_pad_proportion=0.06007, over 15257.20 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3029, pruned_loss=0.06606, over 2462067.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.05427, over 7752.27 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.298, pruned_loss=0.06968, over 2472523.67 frames. utt_duration=598.5 frames, utt_pad_proportion=0.06174, over 16567.31 utterances.], batch size: 97, lr: 4.75e-04
2022-08-24 06:20:51,475 INFO [train.py:927] (5/8) Epoch 7, batch 12600, giga_loss[loss=0.2178, simple_loss=0.3069, pruned_loss=0.06436, over 12355.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03314, over 104.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.299, pruned_loss=0.06965, over 2471421.15 frames. utt_duration=641.3 frames, utt_pad_proportion=0.05768, over 15452.53 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.303, pruned_loss=0.06634, over 2461971.96 frames. utt_duration=1278 frames, utt_pad_proportion=0.05309, over 7717.55 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2984, pruned_loss=0.06932, over 2472359.71 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05972, over 16778.05 utterances.], batch size: 104, lr: 4.75e-04
2022-08-24 06:22:32,984 INFO [train.py:927] (5/8) Epoch 7, batch 12650, giga_loss[loss=0.2158, simple_loss=0.303, pruned_loss=0.06433, over 12364.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07133, over 211.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3009, pruned_loss=0.06953, over 2472313.10 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05933, over 16941.04 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3032, pruned_loss=0.06639, over 2462054.10 frames. utt_duration=1278 frames, utt_pad_proportion=0.05288, over 7712.96 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3002, pruned_loss=0.06925, over 2473017.85 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06082, over 18018.86 utterances.], batch size: 211, lr: 4.75e-04
2022-08-24 06:24:14,281 INFO [train.py:927] (5/8) Epoch 7, batch 12700, giga_loss[loss=0.2286, simple_loss=0.3034, pruned_loss=0.07689, over 12363.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1881, over 362.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3011, pruned_loss=0.06903, over 2473281.62 frames. utt_duration=551.1 frames, utt_pad_proportion=0.0597, over 18002.16 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3039, pruned_loss=0.06671, over 2461978.42 frames. utt_duration=1281 frames, utt_pad_proportion=0.05242, over 7697.31 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2998, pruned_loss=0.06853, over 2474071.72 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06098, over 19009.93 utterances.], batch size: 362, lr: 4.75e-04
2022-08-24 06:25:57,453 INFO [train.py:927] (5/8) Epoch 7, batch 12750, giga_loss[loss=0.2218, simple_loss=0.2968, pruned_loss=0.0734, over 12185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03486, over 39.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3007, pruned_loss=0.06875, over 2473714.79 frames. utt_duration=547.7 frames, utt_pad_proportion=0.0617, over 18114.58 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3041, pruned_loss=0.06689, over 2462222.33 frames. utt_duration=1282 frames, utt_pad_proportion=0.05178, over 7689.91 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2996, pruned_loss=0.06823, over 2474275.40 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06286, over 19041.75 utterances.], batch size: 39, lr: 4.75e-04
2022-08-24 06:27:39,778 INFO [train.py:927] (5/8) Epoch 7, batch 12800, giga_loss[loss=0.2255, simple_loss=0.3103, pruned_loss=0.07036, over 12433.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03773, over 105.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3012, pruned_loss=0.06889, over 2473774.81 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05716, over 17422.75 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3035, pruned_loss=0.06678, over 2462441.79 frames. utt_duration=1288 frames, utt_pad_proportion=0.05088, over 7654.00 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3007, pruned_loss=0.06862, over 2474278.19 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05872, over 18418.25 utterances.], batch size: 105, lr: 4.75e-04
2022-08-24 06:29:24,664 INFO [train.py:927] (5/8) Epoch 7, batch 12850, giga_loss[loss=0.2328, simple_loss=0.3113, pruned_loss=0.07718, over 12354.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1929, over 364.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3038, pruned_loss=0.07039, over 2473690.28 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06333, over 18019.50 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3038, pruned_loss=0.06712, over 2462251.94 frames. utt_duration=1291 frames, utt_pad_proportion=0.04988, over 7636.83 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3031, pruned_loss=0.06993, over 2474489.62 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06466, over 19047.46 utterances.], batch size: 364, lr: 4.75e-04
2022-08-24 06:31:05,365 INFO [train.py:927] (5/8) Epoch 7, batch 12900, giga_loss[loss=0.2247, simple_loss=0.3079, pruned_loss=0.07075, over 12385.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03105, over 62.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3046, pruned_loss=0.07101, over 2473672.50 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06398, over 17377.13 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3045, pruned_loss=0.06804, over 2462501.61 frames. utt_duration=1276 frames, utt_pad_proportion=0.05512, over 7729.46 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3034, pruned_loss=0.0699, over 2474391.08 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06321, over 18392.60 utterances.], batch size: 62, lr: 4.75e-04
2022-08-24 06:32:46,562 INFO [train.py:927] (5/8) Epoch 7, batch 12950, giga_loss[loss=0.1939, simple_loss=0.2727, pruned_loss=0.05753, over 12162.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.0441, over 28.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3035, pruned_loss=0.07055, over 2473609.59 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06297, over 16646.32 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3049, pruned_loss=0.06864, over 2463041.84 frames. utt_duration=1267 frames, utt_pad_proportion=0.05847, over 7787.50 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3023, pruned_loss=0.06919, over 2473967.49 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06113, over 17602.70 utterances.], batch size: 28, lr: 4.75e-04
2022-08-24 06:34:27,115 INFO [train.py:927] (5/8) Epoch 7, batch 13000, giga_loss[loss=0.202, simple_loss=0.2874, pruned_loss=0.05824, over 12285.00 frames. utt_duration=911.3 frames, utt_pad_proportion=0.02639, over 54.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3006, pruned_loss=0.06905, over 2473544.44 frames. utt_duration=614.1 frames, utt_pad_proportion=0.063, over 16151.95 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.305, pruned_loss=0.06877, over 2463605.73 frames. utt_duration=1266 frames, utt_pad_proportion=0.0573, over 7793.87 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2994, pruned_loss=0.0679, over 2473672.14 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06203, over 17182.34 utterances.], batch size: 54, lr: 4.75e-04
2022-08-24 06:36:07,037 INFO [train.py:927] (5/8) Epoch 7, batch 13050, giga_loss[loss=0.2344, simple_loss=0.3308, pruned_loss=0.06902, over 12351.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03378, over 62.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3003, pruned_loss=0.06823, over 2472727.71 frames. utt_duration=613.7 frames, utt_pad_proportion=0.06052, over 16157.20 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3051, pruned_loss=0.06907, over 2463445.44 frames. utt_duration=1267 frames, utt_pad_proportion=0.05642, over 7786.98 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2991, pruned_loss=0.06703, over 2473201.95 frames. utt_duration=577.3 frames, utt_pad_proportion=0.0603, over 17180.34 utterances.], batch size: 62, lr: 4.75e-04
2022-08-24 06:37:49,594 INFO [train.py:927] (5/8) Epoch 7, batch 13100, giga_loss[loss=0.227, simple_loss=0.3091, pruned_loss=0.07245, over 12423.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04923, over 161.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3019, pruned_loss=0.06846, over 2473279.45 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05747, over 17257.62 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3052, pruned_loss=0.06915, over 2463523.21 frames. utt_duration=1268 frames, utt_pad_proportion=0.05622, over 7779.05 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3009, pruned_loss=0.06746, over 2473624.98 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05753, over 18100.11 utterances.], batch size: 161, lr: 4.75e-04
2022-08-24 06:39:30,338 INFO [train.py:927] (5/8) Epoch 7, batch 13150, giga_loss[loss=0.193, simple_loss=0.28, pruned_loss=0.05299, over 12377.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04601, over 146.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3003, pruned_loss=0.0683, over 2474059.74 frames. utt_duration=575.6 frames, utt_pad_proportion=0.0556, over 17238.60 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.306, pruned_loss=0.0695, over 2464058.72 frames. utt_duration=1256 frames, utt_pad_proportion=0.05975, over 7853.73 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2987, pruned_loss=0.06719, over 2474045.53 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05442, over 18004.67 utterances.], batch size: 146, lr: 4.75e-04
2022-08-24 06:41:11,257 INFO [train.py:927] (5/8) Epoch 7, batch 13200, giga_loss[loss=0.2154, simple_loss=0.295, pruned_loss=0.06796, over 12402.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02535, over 91.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.299, pruned_loss=0.06877, over 2473280.47 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05517, over 17237.59 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3057, pruned_loss=0.06965, over 2464250.84 frames. utt_duration=1260 frames, utt_pad_proportion=0.05889, over 7833.50 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2977, pruned_loss=0.0677, over 2473486.30 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05458, over 18288.38 utterances.], batch size: 91, lr: 4.74e-04
2022-08-24 06:42:49,456 INFO [train.py:927] (5/8) Epoch 7, batch 13250, giga_loss[loss=0.2151, simple_loss=0.2944, pruned_loss=0.06783, over 12405.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03823, over 105.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2965, pruned_loss=0.06816, over 2473540.09 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05483, over 16497.88 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3056, pruned_loss=0.07012, over 2464657.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.06254, over 7872.86 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2954, pruned_loss=0.06679, over 2473671.43 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05271, over 17644.65 utterances.], batch size: 105, lr: 4.74e-04
2022-08-24 06:44:28,858 INFO [train.py:927] (5/8) Epoch 7, batch 13300, giga_loss[loss=0.1889, simple_loss=0.2645, pruned_loss=0.05669, over 12340.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.05388, over 34.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2922, pruned_loss=0.0664, over 2474128.42 frames. utt_duration=624.2 frames, utt_pad_proportion=0.05126, over 15892.40 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.306, pruned_loss=0.0705, over 2464870.59 frames. utt_duration=1255 frames, utt_pad_proportion=0.06153, over 7863.46 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2906, pruned_loss=0.0649, over 2474208.60 frames. utt_duration=584.9 frames, utt_pad_proportion=0.05007, over 16963.78 utterances.], batch size: 34, lr: 4.74e-04
2022-08-24 06:46:09,681 INFO [train.py:927] (5/8) Epoch 7, batch 13350, libri_loss[loss=0.2218, simple_loss=0.3029, pruned_loss=0.07033, over 12397.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008905, over 38.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2931, pruned_loss=0.06707, over 2473862.43 frames. utt_duration=614.2 frames, utt_pad_proportion=0.0533, over 16150.25 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3067, pruned_loss=0.0712, over 2465255.07 frames. utt_duration=1241 frames, utt_pad_proportion=0.06491, over 7958.18 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2907, pruned_loss=0.06506, over 2473883.59 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05045, over 17217.93 utterances.], batch size: 38, lr: 4.74e-04
2022-08-24 06:47:49,391 INFO [train.py:927] (5/8) Epoch 7, batch 13400, giga_loss[loss=0.2204, simple_loss=0.3082, pruned_loss=0.06628, over 12362.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03163, over 97.00 utterances.], tot_loss[loss=0.216, simple_loss=0.296, pruned_loss=0.06795, over 2473758.90 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05609, over 16546.73 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3069, pruned_loss=0.07134, over 2465290.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.06387, over 7947.12 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2937, pruned_loss=0.06616, over 2473891.18 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05403, over 17548.79 utterances.], batch size: 97, lr: 4.74e-04
2022-08-24 06:49:30,764 INFO [train.py:927] (5/8) Epoch 7, batch 13450, giga_loss[loss=0.1954, simple_loss=0.2773, pruned_loss=0.0567, over 12323.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.02978, over 28.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2995, pruned_loss=0.06932, over 2473736.59 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05536, over 16681.62 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3072, pruned_loss=0.0715, over 2465253.45 frames. utt_duration=1239 frames, utt_pad_proportion=0.06403, over 7966.95 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2973, pruned_loss=0.06773, over 2473982.22 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05364, over 17563.98 utterances.], batch size: 28, lr: 4.74e-04
2022-08-24 06:51:18,616 INFO [train.py:927] (5/8) Epoch 7, batch 13500, giga_loss[loss=0.2387, simple_loss=0.3101, pruned_loss=0.08363, over 12461.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.0331, over 86.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3037, pruned_loss=0.07231, over 2474321.53 frames. utt_duration=591.2 frames, utt_pad_proportion=0.0574, over 16784.21 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3075, pruned_loss=0.072, over 2465274.85 frames. utt_duration=1228 frames, utt_pad_proportion=0.06768, over 8040.15 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3014, pruned_loss=0.07052, over 2474824.96 frames. utt_duration=558.9 frames, utt_pad_proportion=0.05409, over 17759.32 utterances.], batch size: 86, lr: 4.74e-04
2022-08-24 06:53:02,968 INFO [train.py:927] (5/8) Epoch 7, batch 13550, giga_loss[loss=0.2384, simple_loss=0.318, pruned_loss=0.0794, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03239, over 51.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3108, pruned_loss=0.077, over 2474376.07 frames. utt_duration=572.3 frames, utt_pad_proportion=0.0594, over 17338.24 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3078, pruned_loss=0.07229, over 2465429.31 frames. utt_duration=1230 frames, utt_pad_proportion=0.06677, over 8029.29 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3087, pruned_loss=0.07537, over 2474810.53 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05706, over 18286.21 utterances.], batch size: 51, lr: 4.74e-04
2022-08-24 06:54:47,153 INFO [train.py:927] (5/8) Epoch 7, batch 13600, giga_loss[loss=0.2663, simple_loss=0.3344, pruned_loss=0.09916, over 12390.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02958, over 97.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3183, pruned_loss=0.08316, over 2474563.83 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06562, over 18740.25 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3078, pruned_loss=0.07242, over 2465282.44 frames. utt_duration=1233 frames, utt_pad_proportion=0.06524, over 8008.80 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08196, over 2475319.72 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06409, over 19836.88 utterances.], batch size: 97, lr: 4.74e-04
2022-08-24 06:56:30,733 INFO [train.py:927] (5/8) Epoch 7, batch 13650, giga_loss[loss=0.2504, simple_loss=0.3283, pruned_loss=0.08624, over 12450.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3249, pruned_loss=0.08828, over 2475125.33 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06303, over 19388.37 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3079, pruned_loss=0.07267, over 2465533.96 frames. utt_duration=1233 frames, utt_pad_proportion=0.06442, over 8010.69 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.324, pruned_loss=0.0875, over 2475800.65 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06221, over 20612.25 utterances.], batch size: 105, lr: 4.74e-04
2022-08-24 06:58:18,365 INFO [train.py:927] (5/8) Epoch 7, batch 13700, giga_loss[loss=0.2721, simple_loss=0.3422, pruned_loss=0.101, over 12394.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04106, over 133.00 utterances.], tot_loss[loss=0.258, simple_loss=0.33, pruned_loss=0.093, over 2475451.93 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06205, over 19945.77 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3079, pruned_loss=0.07272, over 2465726.98 frames. utt_duration=1235 frames, utt_pad_proportion=0.06394, over 7996.63 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3294, pruned_loss=0.0925, over 2475902.55 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06164, over 21023.63 utterances.], batch size: 133, lr: 4.74e-04
2022-08-24 07:00:07,640 INFO [train.py:927] (5/8) Epoch 7, batch 13750, giga_loss[loss=0.2482, simple_loss=0.321, pruned_loss=0.0877, over 12424.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03638, over 113.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3346, pruned_loss=0.09686, over 2476069.97 frames. utt_duration=489 frames, utt_pad_proportion=0.06463, over 20315.65 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3088, pruned_loss=0.07367, over 2466117.67 frames. utt_duration=1234 frames, utt_pad_proportion=0.06251, over 8004.36 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3344, pruned_loss=0.09648, over 2476502.06 frames. utt_duration=458.2 frames, utt_pad_proportion=0.06465, over 21691.02 utterances.], batch size: 113, lr: 4.74e-04
2022-08-24 07:01:54,534 INFO [train.py:927] (5/8) Epoch 7, batch 13800, giga_loss[loss=0.2834, simple_loss=0.3532, pruned_loss=0.1068, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03016, over 80.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3352, pruned_loss=0.09837, over 2475723.61 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06884, over 20333.25 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3091, pruned_loss=0.07407, over 2465776.93 frames. utt_duration=1239 frames, utt_pad_proportion=0.06055, over 7972.75 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3358, pruned_loss=0.09859, over 2476752.28 frames. utt_duration=453 frames, utt_pad_proportion=0.06943, over 21942.87 utterances.], batch size: 80, lr: 4.74e-04
2022-08-24 07:03:40,711 INFO [train.py:927] (5/8) Epoch 7, batch 13850, libri_loss[loss=0.2867, simple_loss=0.3614, pruned_loss=0.1059, over 12386.00 frames. utt_duration=954.4 frames, utt_pad_proportion=0.07521, over 52.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3362, pruned_loss=0.09941, over 2476024.22 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07309, over 21156.16 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3095, pruned_loss=0.0744, over 2466169.84 frames. utt_duration=1228 frames, utt_pad_proportion=0.06395, over 8042.06 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3369, pruned_loss=0.09985, over 2476725.76 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0724, over 22662.65 utterances.], batch size: 52, lr: 4.74e-04
2022-08-24 07:05:33,877 INFO [train.py:927] (5/8) Epoch 7, batch 13900, giga_loss[loss=0.299, simple_loss=0.358, pruned_loss=0.12, over 12452.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04071, over 114.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3378, pruned_loss=0.1, over 2476616.58 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07622, over 22138.91 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3093, pruned_loss=0.07437, over 2466260.91 frames. utt_duration=1229 frames, utt_pad_proportion=0.06352, over 8034.69 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3387, pruned_loss=0.1006, over 2477177.65 frames. utt_duration=423.9 frames, utt_pad_proportion=0.07571, over 23454.89 utterances.], batch size: 114, lr: 4.74e-04
2022-08-24 07:07:20,646 INFO [train.py:927] (5/8) Epoch 7, batch 13950, giga_loss[loss=0.225, simple_loss=0.3202, pruned_loss=0.06489, over 12107.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03307, over 30.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3341, pruned_loss=0.09615, over 2474218.15 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07946, over 21521.83 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3085, pruned_loss=0.07416, over 2466144.31 frames. utt_duration=1236 frames, utt_pad_proportion=0.06193, over 7992.99 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3365, pruned_loss=0.09759, over 2475090.30 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07962, over 23074.36 utterances.], batch size: 30, lr: 4.73e-04
2022-08-24 07:09:06,660 INFO [train.py:927] (5/8) Epoch 7, batch 14000, giga_loss[loss=0.2328, simple_loss=0.3085, pruned_loss=0.07853, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03163, over 97.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3317, pruned_loss=0.09339, over 2473945.25 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08226, over 21595.91 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3086, pruned_loss=0.07437, over 2466303.86 frames. utt_duration=1238 frames, utt_pad_proportion=0.06105, over 7981.10 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3338, pruned_loss=0.0947, over 2474639.41 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08254, over 23061.19 utterances.], batch size: 97, lr: 4.73e-04
2022-08-24 07:10:52,148 INFO [train.py:927] (5/8) Epoch 7, batch 14050, libri_loss[loss=0.2038, simple_loss=0.2739, pruned_loss=0.06687, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01071, over 28.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3277, pruned_loss=0.09071, over 2474515.50 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07837, over 20610.09 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3085, pruned_loss=0.07481, over 2466274.76 frames. utt_duration=1231 frames, utt_pad_proportion=0.06462, over 8022.71 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3303, pruned_loss=0.09194, over 2475352.51 frames. utt_duration=448 frames, utt_pad_proportion=0.07805, over 22172.58 utterances.], batch size: 28, lr: 4.73e-04
2022-08-24 07:12:42,326 INFO [train.py:927] (5/8) Epoch 7, batch 14100, giga_loss[loss=0.2381, simple_loss=0.3227, pruned_loss=0.07678, over 12367.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03134, over 58.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.329, pruned_loss=0.0914, over 2474589.21 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07412, over 20594.86 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3088, pruned_loss=0.07506, over 2466395.28 frames. utt_duration=1232 frames, utt_pad_proportion=0.06409, over 8015.50 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3309, pruned_loss=0.0923, over 2475221.70 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07431, over 21938.27 utterances.], batch size: 58, lr: 4.73e-04
2022-08-24 07:14:36,581 INFO [train.py:927] (5/8) Epoch 7, batch 14150, giga_loss[loss=0.2349, simple_loss=0.3198, pruned_loss=0.07496, over 12370.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02849, over 70.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.328, pruned_loss=0.08951, over 2474369.40 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07791, over 21300.35 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3085, pruned_loss=0.07494, over 2466552.33 frames. utt_duration=1237 frames, utt_pad_proportion=0.06329, over 7982.44 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3301, pruned_loss=0.09059, over 2474862.08 frames. utt_duration=439 frames, utt_pad_proportion=0.07817, over 22626.01 utterances.], batch size: 70, lr: 4.73e-04
2022-08-24 07:16:23,212 INFO [train.py:927] (5/8) Epoch 7, batch 14200, giga_loss[loss=0.2754, simple_loss=0.3445, pruned_loss=0.1031, over 12435.00 frames. utt_duration=905.9 frames, utt_pad_proportion=0.03221, over 55.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3283, pruned_loss=0.08898, over 2474303.81 frames. utt_duration=468 frames, utt_pad_proportion=0.07776, over 21211.73 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3088, pruned_loss=0.07546, over 2466260.34 frames. utt_duration=1239 frames, utt_pad_proportion=0.06252, over 7972.24 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3304, pruned_loss=0.08985, over 2475210.40 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07839, over 22725.55 utterances.], batch size: 55, lr: 4.73e-04
2022-08-24 07:18:11,547 INFO [train.py:927] (5/8) Epoch 7, batch 14250, libri_loss[loss=0.1867, simple_loss=0.2622, pruned_loss=0.05556, over 12213.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009962, over 29.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3279, pruned_loss=0.08935, over 2474036.07 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07503, over 21631.06 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3086, pruned_loss=0.07549, over 2466257.53 frames. utt_duration=1242 frames, utt_pad_proportion=0.06156, over 7950.90 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3301, pruned_loss=0.09028, over 2474908.19 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07603, over 23095.96 utterances.], batch size: 29, lr: 4.73e-04
2022-08-24 07:19:59,185 INFO [train.py:927] (5/8) Epoch 7, batch 14300, giga_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07992, over 12378.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03085, over 97.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3251, pruned_loss=0.08811, over 2473538.57 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07263, over 20524.37 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3088, pruned_loss=0.0758, over 2466590.44 frames. utt_duration=1233 frames, utt_pad_proportion=0.06489, over 8011.94 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.327, pruned_loss=0.08877, over 2474027.93 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07275, over 21810.31 utterances.], batch size: 97, lr: 4.73e-04
2022-08-24 07:21:47,589 INFO [train.py:927] (5/8) Epoch 7, batch 14350, giga_loss[loss=0.2151, simple_loss=0.3092, pruned_loss=0.06049, over 12404.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02952, over 62.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3243, pruned_loss=0.08609, over 2473704.63 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06714, over 19822.87 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.309, pruned_loss=0.07582, over 2466354.40 frames. utt_duration=1234 frames, utt_pad_proportion=0.06437, over 8003.85 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3258, pruned_loss=0.08669, over 2474342.55 frames. utt_duration=474 frames, utt_pad_proportion=0.06771, over 20944.59 utterances.], batch size: 62, lr: 4.73e-04
2022-08-24 07:23:35,221 INFO [train.py:927] (5/8) Epoch 7, batch 14400, giga_loss[loss=0.2596, simple_loss=0.3304, pruned_loss=0.09438, over 12413.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06255, over 183.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3246, pruned_loss=0.08619, over 2473881.78 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06484, over 19484.62 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3097, pruned_loss=0.07646, over 2466459.97 frames. utt_duration=1224 frames, utt_pad_proportion=0.06766, over 8071.95 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3255, pruned_loss=0.08635, over 2474491.91 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06422, over 20648.28 utterances.], batch size: 183, lr: 4.73e-04
2022-08-24 07:25:22,264 INFO [train.py:927] (5/8) Epoch 7, batch 14450, giga_loss[loss=0.2342, simple_loss=0.3064, pruned_loss=0.08102, over 12424.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04654, over 161.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3236, pruned_loss=0.08635, over 2474524.35 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07048, over 20562.58 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.31, pruned_loss=0.0768, over 2466715.54 frames. utt_duration=1226 frames, utt_pad_proportion=0.06635, over 8059.22 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3243, pruned_loss=0.08639, over 2474982.07 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07016, over 21777.38 utterances.], batch size: 161, lr: 4.73e-04
2022-08-24 07:27:08,631 INFO [train.py:927] (5/8) Epoch 7, batch 14500, giga_loss[loss=0.313, simple_loss=0.3536, pruned_loss=0.1362, over 12339.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1962, over 365.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3225, pruned_loss=0.08679, over 2474438.28 frames. utt_duration=488 frames, utt_pad_proportion=0.06898, over 20340.97 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3098, pruned_loss=0.07692, over 2466965.42 frames. utt_duration=1232 frames, utt_pad_proportion=0.06515, over 8021.10 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3236, pruned_loss=0.08694, over 2474747.47 frames. utt_duration=459.4 frames, utt_pad_proportion=0.0692, over 21615.35 utterances.], batch size: 365, lr: 4.73e-04
2022-08-24 07:28:52,740 INFO [train.py:927] (5/8) Epoch 7, batch 14550, giga_loss[loss=0.2308, simple_loss=0.3086, pruned_loss=0.0765, over 12445.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.02543, over 55.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3205, pruned_loss=0.08605, over 2474994.92 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06694, over 19710.41 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3099, pruned_loss=0.07685, over 2467011.85 frames. utt_duration=1234 frames, utt_pad_proportion=0.06392, over 8008.68 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3217, pruned_loss=0.0865, over 2475407.65 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06769, over 21079.00 utterances.], batch size: 55, lr: 4.73e-04
2022-08-24 07:30:36,985 INFO [train.py:927] (5/8) Epoch 7, batch 14600, giga_loss[loss=0.2344, simple_loss=0.3195, pruned_loss=0.0747, over 12385.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.0297, over 62.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3206, pruned_loss=0.08649, over 2473890.27 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07149, over 19504.76 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.309, pruned_loss=0.07689, over 2467248.44 frames. utt_duration=1234 frames, utt_pad_proportion=0.06651, over 8010.24 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3227, pruned_loss=0.08719, over 2474351.32 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0708, over 21133.37 utterances.], batch size: 62, lr: 4.73e-04
2022-08-24 07:32:22,654 INFO [train.py:927] (5/8) Epoch 7, batch 14650, giga_loss[loss=0.2349, simple_loss=0.3207, pruned_loss=0.07459, over 12391.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04279, over 37.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3207, pruned_loss=0.08558, over 2473655.54 frames. utt_duration=512.3 frames, utt_pad_proportion=0.07141, over 19368.53 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.309, pruned_loss=0.07695, over 2467351.95 frames. utt_duration=1235 frames, utt_pad_proportion=0.06575, over 7998.12 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3226, pruned_loss=0.0862, over 2474008.86 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07117, over 20825.06 utterances.], batch size: 37, lr: 4.72e-04
2022-08-24 07:34:11,615 INFO [train.py:927] (5/8) Epoch 7, batch 14700, giga_loss[loss=0.244, simple_loss=0.3183, pruned_loss=0.08482, over 12447.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03436, over 98.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3232, pruned_loss=0.08725, over 2474249.16 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07502, over 20456.97 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3094, pruned_loss=0.077, over 2467479.19 frames. utt_duration=1235 frames, utt_pad_proportion=0.06549, over 8001.13 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3244, pruned_loss=0.08774, over 2474444.27 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07474, over 21645.52 utterances.], batch size: 98, lr: 4.72e-04
2022-08-24 07:35:56,752 INFO [train.py:927] (5/8) Epoch 7, batch 14750, giga_loss[loss=0.2218, simple_loss=0.303, pruned_loss=0.0703, over 12422.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02409, over 48.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3238, pruned_loss=0.08817, over 2474579.23 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07613, over 20203.59 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3101, pruned_loss=0.07728, over 2467705.82 frames. utt_duration=1237 frames, utt_pad_proportion=0.06468, over 7991.14 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3242, pruned_loss=0.08844, over 2474621.25 frames. utt_duration=465.6 frames, utt_pad_proportion=0.0762, over 21324.60 utterances.], batch size: 48, lr: 4.72e-04
2022-08-24 07:37:42,971 INFO [train.py:927] (5/8) Epoch 7, batch 14800, giga_loss[loss=0.2694, simple_loss=0.3277, pruned_loss=0.1056, over 12482.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04491, over 34.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3245, pruned_loss=0.08942, over 2475009.52 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07841, over 20449.66 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3103, pruned_loss=0.07746, over 2467747.28 frames. utt_duration=1225 frames, utt_pad_proportion=0.06795, over 8067.31 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3249, pruned_loss=0.08966, over 2475129.18 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07722, over 21490.19 utterances.], batch size: 34, lr: 4.72e-04
2022-08-24 07:39:28,012 INFO [train.py:927] (5/8) Epoch 7, batch 14850, giga_loss[loss=0.2385, simple_loss=0.3149, pruned_loss=0.08103, over 12393.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02909, over 97.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3234, pruned_loss=0.08831, over 2474429.46 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07642, over 20365.98 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3105, pruned_loss=0.07769, over 2468130.34 frames. utt_duration=1228 frames, utt_pad_proportion=0.06662, over 8051.82 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3239, pruned_loss=0.08856, over 2474308.10 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07613, over 21505.69 utterances.], batch size: 97, lr: 4.72e-04
2022-08-24 07:41:13,226 INFO [train.py:927] (5/8) Epoch 7, batch 14900, giga_loss[loss=0.2113, simple_loss=0.2922, pruned_loss=0.06514, over 12370.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04013, over 113.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3205, pruned_loss=0.08641, over 2475105.14 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07623, over 20767.33 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3101, pruned_loss=0.07752, over 2468087.88 frames. utt_duration=1232 frames, utt_pad_proportion=0.06605, over 8021.20 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3215, pruned_loss=0.08688, over 2475127.94 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07625, over 21861.45 utterances.], batch size: 113, lr: 4.72e-04
2022-08-24 07:43:01,005 INFO [train.py:927] (5/8) Epoch 7, batch 14950, giga_loss[loss=0.2447, simple_loss=0.3201, pruned_loss=0.08467, over 12456.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02924, over 80.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3197, pruned_loss=0.08673, over 2475221.74 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07422, over 20875.76 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3104, pruned_loss=0.07784, over 2468199.47 frames. utt_duration=1223 frames, utt_pad_proportion=0.06938, over 8083.64 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3204, pruned_loss=0.08708, over 2475317.17 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07342, over 22031.16 utterances.], batch size: 80, lr: 4.72e-04
2022-08-24 07:44:47,949 INFO [train.py:927] (5/8) Epoch 7, batch 15000, giga_loss[loss=0.238, simple_loss=0.334, pruned_loss=0.07099, over 12477.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02889, over 55.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3234, pruned_loss=0.08873, over 2475329.88 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07585, over 20803.60 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3108, pruned_loss=0.07815, over 2468586.36 frames. utt_duration=1214 frames, utt_pad_proportion=0.07224, over 8141.27 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3238, pruned_loss=0.08893, over 2475156.03 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07415, over 21908.07 utterances.], batch size: 55, lr: 4.72e-04
2022-08-24 07:44:47,950 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 07:45:02,964 INFO [train.py:967] (5/8) Epoch 7, validation: loss=0.1868, simple_loss=0.3016, pruned_loss=0.03596, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 07:46:47,089 INFO [train.py:927] (5/8) Epoch 7, batch 15050, giga_loss[loss=0.2466, simple_loss=0.3308, pruned_loss=0.08124, over 12366.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04664, over 146.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3245, pruned_loss=0.08858, over 2474565.38 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07734, over 20777.86 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3101, pruned_loss=0.07827, over 2468012.41 frames. utt_duration=1228 frames, utt_pad_proportion=0.06946, over 8049.87 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3262, pruned_loss=0.08919, over 2475315.80 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07698, over 22464.14 utterances.], batch size: 146, lr: 4.72e-04
2022-08-24 07:48:32,951 INFO [train.py:927] (5/8) Epoch 7, batch 15100, libri_loss[loss=0.2993, simple_loss=0.3632, pruned_loss=0.1177, over 12374.00 frames. utt_duration=424.6 frames, utt_pad_proportion=0.3376, over 117.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3257, pruned_loss=0.08957, over 2474246.95 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07761, over 20706.43 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.31, pruned_loss=0.0784, over 2468012.89 frames. utt_duration=1223 frames, utt_pad_proportion=0.07185, over 8083.80 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3277, pruned_loss=0.09028, over 2475070.61 frames. utt_duration=442.6 frames, utt_pad_proportion=0.0765, over 22441.42 utterances.], batch size: 117, lr: 4.72e-04
2022-08-24 07:50:21,766 INFO [train.py:927] (5/8) Epoch 7, batch 15150, giga_loss[loss=0.2525, simple_loss=0.3298, pruned_loss=0.08758, over 12416.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04248, over 146.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3272, pruned_loss=0.09112, over 2474083.94 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07797, over 21223.85 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3097, pruned_loss=0.07821, over 2467748.50 frames. utt_duration=1226 frames, utt_pad_proportion=0.07139, over 8062.01 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3292, pruned_loss=0.09195, over 2475019.06 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07723, over 22720.56 utterances.], batch size: 146, lr: 4.72e-04
2022-08-24 07:52:06,091 INFO [train.py:927] (5/8) Epoch 7, batch 15200, giga_loss[loss=0.2789, simple_loss=0.3363, pruned_loss=0.1107, over 12366.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2117, over 373.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3257, pruned_loss=0.08985, over 2473673.94 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07651, over 20856.78 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3098, pruned_loss=0.07802, over 2467322.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06949, over 8019.52 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3277, pruned_loss=0.09107, over 2475011.35 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07662, over 22503.33 utterances.], batch size: 373, lr: 4.72e-04
2022-08-24 07:53:52,202 INFO [train.py:927] (5/8) Epoch 7, batch 15250, giga_loss[loss=0.3727, simple_loss=0.4038, pruned_loss=0.1708, over 12381.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3256, pruned_loss=0.09021, over 2473491.75 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07133, over 20517.76 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3097, pruned_loss=0.0781, over 2467084.06 frames. utt_duration=1237 frames, utt_pad_proportion=0.06829, over 7987.25 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3277, pruned_loss=0.09139, over 2474929.14 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07218, over 22152.93 utterances.], batch size: 259, lr: 4.72e-04
2022-08-24 07:55:37,444 INFO [train.py:927] (5/8) Epoch 7, batch 15300, giga_loss[loss=0.233, simple_loss=0.3064, pruned_loss=0.07977, over 12453.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03659, over 105.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3252, pruned_loss=0.09089, over 2474496.75 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07199, over 20943.90 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3098, pruned_loss=0.07829, over 2467189.93 frames. utt_duration=1226 frames, utt_pad_proportion=0.07229, over 8058.43 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3269, pruned_loss=0.09176, over 2475595.87 frames. utt_duration=446 frames, utt_pad_proportion=0.07126, over 22278.57 utterances.], batch size: 105, lr: 4.72e-04
2022-08-24 07:57:23,455 INFO [train.py:927] (5/8) Epoch 7, batch 15350, giga_loss[loss=0.2538, simple_loss=0.3336, pruned_loss=0.08699, over 12393.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02915, over 58.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3242, pruned_loss=0.09044, over 2474254.30 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07622, over 21224.54 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3101, pruned_loss=0.07851, over 2467301.69 frames. utt_duration=1228 frames, utt_pad_proportion=0.07117, over 8046.38 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3255, pruned_loss=0.09114, over 2475147.95 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07576, over 22519.49 utterances.], batch size: 58, lr: 4.72e-04
2022-08-24 07:59:09,799 INFO [train.py:927] (5/8) Epoch 7, batch 15400, giga_loss[loss=0.3576, simple_loss=0.3986, pruned_loss=0.1583, over 12358.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1053, over 258.00 utterances.], tot_loss[loss=0.256, simple_loss=0.327, pruned_loss=0.09245, over 2474070.36 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08006, over 22025.84 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3105, pruned_loss=0.07878, over 2467382.45 frames. utt_duration=1228 frames, utt_pad_proportion=0.07005, over 8045.17 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3281, pruned_loss=0.09308, over 2474889.53 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07991, over 23364.40 utterances.], batch size: 258, lr: 4.71e-04
2022-08-24 08:00:54,598 INFO [train.py:927] (5/8) Epoch 7, batch 15450, giga_loss[loss=0.2077, simple_loss=0.3123, pruned_loss=0.05152, over 12419.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.0498, over 34.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3272, pruned_loss=0.09069, over 2473226.87 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07655, over 20945.51 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3104, pruned_loss=0.07895, over 2467193.88 frames. utt_duration=1220 frames, utt_pad_proportion=0.0733, over 8099.32 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3285, pruned_loss=0.09135, over 2474199.29 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07551, over 22319.44 utterances.], batch size: 34, lr: 4.71e-04
2022-08-24 08:02:41,703 INFO [train.py:927] (5/8) Epoch 7, batch 15500, giga_loss[loss=0.2162, simple_loss=0.3028, pruned_loss=0.06483, over 12364.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.02991, over 62.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3301, pruned_loss=0.09064, over 2473224.28 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07409, over 20788.37 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3104, pruned_loss=0.07897, over 2467147.47 frames. utt_duration=1222 frames, utt_pad_proportion=0.07278, over 8088.33 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3313, pruned_loss=0.09125, over 2474089.54 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07355, over 21983.21 utterances.], batch size: 62, lr: 4.71e-04
2022-08-24 08:04:24,735 INFO [train.py:927] (5/8) Epoch 7, batch 15550, giga_loss[loss=0.2942, simple_loss=0.3612, pruned_loss=0.1136, over 12430.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03761, over 133.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3324, pruned_loss=0.09243, over 2472942.52 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07309, over 20435.19 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.311, pruned_loss=0.07912, over 2467079.75 frames. utt_duration=1220 frames, utt_pad_proportion=0.07235, over 8096.34 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3331, pruned_loss=0.09299, over 2473802.06 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07286, over 21605.51 utterances.], batch size: 133, lr: 4.71e-04
2022-08-24 08:06:08,652 INFO [train.py:927] (5/8) Epoch 7, batch 15600, giga_loss[loss=0.3178, simple_loss=0.3609, pruned_loss=0.1374, over 12346.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3322, pruned_loss=0.09288, over 2473233.54 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07551, over 20905.11 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3111, pruned_loss=0.07912, over 2466724.96 frames. utt_duration=1229 frames, utt_pad_proportion=0.06994, over 8037.10 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3336, pruned_loss=0.09387, over 2474473.98 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07597, over 22395.87 utterances.], batch size: 370, lr: 4.71e-04
2022-08-24 08:07:52,487 INFO [train.py:927] (5/8) Epoch 7, batch 15650, giga_loss[loss=0.2395, simple_loss=0.3279, pruned_loss=0.07552, over 12452.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.03086, over 80.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3314, pruned_loss=0.09161, over 2473900.59 frames. utt_duration=471.7 frames, utt_pad_proportion=0.0787, over 21044.01 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3112, pruned_loss=0.07931, over 2466963.28 frames. utt_duration=1227 frames, utt_pad_proportion=0.06995, over 8050.61 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3326, pruned_loss=0.0924, over 2474766.54 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07893, over 22378.90 utterances.], batch size: 80, lr: 4.71e-04
2022-08-24 08:09:35,597 INFO [train.py:927] (5/8) Epoch 7, batch 15700, giga_loss[loss=0.2601, simple_loss=0.3353, pruned_loss=0.09248, over 12449.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03685, over 43.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3311, pruned_loss=0.09117, over 2473788.60 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07827, over 20707.55 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3111, pruned_loss=0.07946, over 2466903.34 frames. utt_duration=1221 frames, utt_pad_proportion=0.07263, over 8090.12 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3329, pruned_loss=0.09206, over 2474756.84 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07766, over 22163.62 utterances.], batch size: 43, lr: 4.71e-04
2022-08-24 08:11:20,047 INFO [train.py:927] (5/8) Epoch 7, batch 15750, libri_loss[loss=0.2704, simple_loss=0.3329, pruned_loss=0.1039, over 12259.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.01, over 37.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3311, pruned_loss=0.09124, over 2473891.27 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07478, over 20358.32 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3119, pruned_loss=0.08017, over 2467107.20 frames. utt_duration=1207 frames, utt_pad_proportion=0.07538, over 8183.13 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3323, pruned_loss=0.09161, over 2474674.88 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07361, over 21773.03 utterances.], batch size: 37, lr: 4.71e-04
2022-08-24 08:13:04,327 INFO [train.py:927] (5/8) Epoch 7, batch 15800, giga_loss[loss=0.2693, simple_loss=0.3362, pruned_loss=0.1012, over 12437.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03806, over 105.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3287, pruned_loss=0.09084, over 2474280.27 frames. utt_duration=481 frames, utt_pad_proportion=0.07686, over 20640.45 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3114, pruned_loss=0.08001, over 2467247.23 frames. utt_duration=1212 frames, utt_pad_proportion=0.0735, over 8149.51 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3307, pruned_loss=0.09167, over 2475054.13 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07645, over 22267.97 utterances.], batch size: 105, lr: 4.71e-04
2022-08-24 08:14:51,619 INFO [train.py:927] (5/8) Epoch 7, batch 15850, giga_loss[loss=0.2201, simple_loss=0.3026, pruned_loss=0.06881, over 12383.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02699, over 91.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3276, pruned_loss=0.09153, over 2474511.35 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07684, over 21305.08 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3117, pruned_loss=0.08024, over 2467358.57 frames. utt_duration=1213 frames, utt_pad_proportion=0.07302, over 8147.99 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3291, pruned_loss=0.09207, over 2475081.35 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07668, over 22702.62 utterances.], batch size: 91, lr: 4.71e-04
2022-08-24 08:16:41,485 INFO [train.py:927] (5/8) Epoch 7, batch 15900, giga_loss[loss=0.2207, simple_loss=0.3037, pruned_loss=0.06881, over 12237.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03268, over 45.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3251, pruned_loss=0.08945, over 2474446.41 frames. utt_duration=468 frames, utt_pad_proportion=0.07522, over 21217.00 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3118, pruned_loss=0.08035, over 2467346.87 frames. utt_duration=1217 frames, utt_pad_proportion=0.07141, over 8121.76 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3267, pruned_loss=0.09007, over 2475107.66 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07575, over 22715.46 utterances.], batch size: 45, lr: 4.71e-04
2022-08-24 08:18:21,962 INFO [train.py:927] (5/8) Epoch 7, batch 15950, giga_loss[loss=0.2643, simple_loss=0.3354, pruned_loss=0.09659, over 12423.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 183.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.322, pruned_loss=0.08652, over 2474653.37 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07224, over 20976.31 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3117, pruned_loss=0.08042, over 2467353.34 frames. utt_duration=1221 frames, utt_pad_proportion=0.07035, over 8093.51 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3236, pruned_loss=0.08706, over 2475311.42 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07322, over 22430.10 utterances.], batch size: 183, lr: 4.71e-04
2022-08-24 08:20:10,500 INFO [train.py:927] (5/8) Epoch 7, batch 16000, giga_loss[loss=0.2371, simple_loss=0.3124, pruned_loss=0.08086, over 12418.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03367, over 75.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3203, pruned_loss=0.08654, over 2474577.45 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07678, over 21677.50 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3118, pruned_loss=0.08055, over 2467727.91 frames. utt_duration=1223 frames, utt_pad_proportion=0.06881, over 8081.87 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3217, pruned_loss=0.08703, over 2474958.79 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07782, over 23229.20 utterances.], batch size: 75, lr: 4.71e-04
2022-08-24 08:21:52,851 INFO [train.py:927] (5/8) Epoch 7, batch 16050, giga_loss[loss=0.2624, simple_loss=0.338, pruned_loss=0.09337, over 12284.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02883, over 45.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3209, pruned_loss=0.08649, over 2474716.63 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07162, over 21041.12 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3118, pruned_loss=0.08058, over 2467853.27 frames. utt_duration=1223 frames, utt_pad_proportion=0.06852, over 8078.46 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.322, pruned_loss=0.08687, over 2474939.85 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07285, over 22313.61 utterances.], batch size: 45, lr: 4.71e-04
2022-08-24 08:23:38,176 INFO [train.py:927] (5/8) Epoch 7, batch 16100, giga_loss[loss=0.2261, simple_loss=0.3065, pruned_loss=0.07288, over 12423.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03723, over 123.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3217, pruned_loss=0.08699, over 2474596.12 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06938, over 21040.72 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3118, pruned_loss=0.08063, over 2467858.81 frames. utt_duration=1229 frames, utt_pad_proportion=0.0671, over 8042.66 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3228, pruned_loss=0.0874, over 2474924.18 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07097, over 22452.89 utterances.], batch size: 123, lr: 4.71e-04
2022-08-24 08:25:24,080 INFO [train.py:927] (5/8) Epoch 7, batch 16150, giga_loss[loss=0.2709, simple_loss=0.3517, pruned_loss=0.09504, over 12353.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03245, over 58.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3217, pruned_loss=0.08733, over 2474279.97 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07175, over 20954.25 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3118, pruned_loss=0.08053, over 2467960.17 frames. utt_duration=1231 frames, utt_pad_proportion=0.06635, over 8028.05 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3227, pruned_loss=0.08785, over 2474544.42 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07316, over 22263.45 utterances.], batch size: 58, lr: 4.70e-04
2022-08-24 08:27:12,105 INFO [train.py:927] (5/8) Epoch 7, batch 16200, giga_loss[loss=0.2675, simple_loss=0.3364, pruned_loss=0.09924, over 12374.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03572, over 122.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3214, pruned_loss=0.08703, over 2473578.04 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07112, over 20862.26 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3111, pruned_loss=0.08027, over 2467575.16 frames. utt_duration=1238 frames, utt_pad_proportion=0.06523, over 7981.78 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3231, pruned_loss=0.08785, over 2474297.73 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07269, over 22242.88 utterances.], batch size: 122, lr: 4.70e-04
2022-08-24 08:28:59,495 INFO [train.py:927] (5/8) Epoch 7, batch 16250, giga_loss[loss=0.2196, simple_loss=0.3066, pruned_loss=0.06632, over 12345.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3237, pruned_loss=0.08853, over 2473757.21 frames. utt_duration=482 frames, utt_pad_proportion=0.06763, over 20590.38 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3116, pruned_loss=0.08067, over 2467618.00 frames. utt_duration=1228 frames, utt_pad_proportion=0.06844, over 8044.73 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3247, pruned_loss=0.08892, over 2474383.33 frames. utt_duration=455.4 frames, utt_pad_proportion=0.068, over 21804.60 utterances.], batch size: 62, lr: 4.70e-04
2022-08-24 08:30:46,890 INFO [train.py:927] (5/8) Epoch 7, batch 16300, giga_loss[loss=0.2524, simple_loss=0.3294, pruned_loss=0.08767, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03757, over 105.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3246, pruned_loss=0.08784, over 2473653.42 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07036, over 21225.62 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3116, pruned_loss=0.08062, over 2467484.61 frames. utt_duration=1228 frames, utt_pad_proportion=0.0679, over 8048.13 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3256, pruned_loss=0.0883, over 2474344.49 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07068, over 22350.45 utterances.], batch size: 105, lr: 4.70e-04
2022-08-24 08:32:33,873 INFO [train.py:927] (5/8) Epoch 7, batch 16350, giga_loss[loss=0.2303, simple_loss=0.3115, pruned_loss=0.07455, over 12392.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02934, over 58.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3241, pruned_loss=0.08806, over 2473693.20 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07034, over 20705.95 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3119, pruned_loss=0.08096, over 2467526.47 frames. utt_duration=1227 frames, utt_pad_proportion=0.06786, over 8052.00 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3248, pruned_loss=0.08824, over 2474324.97 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07061, over 21828.90 utterances.], batch size: 58, lr: 4.70e-04
2022-08-24 08:34:21,434 INFO [train.py:927] (5/8) Epoch 7, batch 16400, giga_loss[loss=0.2243, simple_loss=0.2953, pruned_loss=0.07658, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02378, over 48.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3214, pruned_loss=0.08632, over 2473602.70 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06997, over 20349.79 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3115, pruned_loss=0.0804, over 2467262.68 frames. utt_duration=1236 frames, utt_pad_proportion=0.06638, over 7994.98 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3227, pruned_loss=0.0872, over 2474536.91 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07074, over 21716.05 utterances.], batch size: 48, lr: 4.70e-04
2022-08-24 08:36:06,265 INFO [train.py:927] (5/8) Epoch 7, batch 16450, libri_loss[loss=0.2526, simple_loss=0.3206, pruned_loss=0.09231, over 12277.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00765, over 37.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3212, pruned_loss=0.087, over 2474211.02 frames. utt_duration=479.4 frames, utt_pad_proportion=0.0735, over 20706.73 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3114, pruned_loss=0.0805, over 2467232.74 frames. utt_duration=1239 frames, utt_pad_proportion=0.06461, over 7975.27 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3227, pruned_loss=0.08785, over 2475251.69 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07458, over 22301.18 utterances.], batch size: 37, lr: 4.70e-04
2022-08-24 08:37:52,473 INFO [train.py:927] (5/8) Epoch 7, batch 16500, giga_loss[loss=0.2212, simple_loss=0.2917, pruned_loss=0.07535, over 12347.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02809, over 48.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3219, pruned_loss=0.08779, over 2474419.25 frames. utt_duration=471.1 frames, utt_pad_proportion=0.0729, over 21076.83 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3118, pruned_loss=0.08069, over 2467200.11 frames. utt_duration=1228 frames, utt_pad_proportion=0.06837, over 8047.13 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3229, pruned_loss=0.08837, over 2475325.12 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07272, over 22379.37 utterances.], batch size: 48, lr: 4.70e-04
2022-08-24 08:39:36,207 INFO [train.py:927] (5/8) Epoch 7, batch 16550, libri_loss[loss=0.2517, simple_loss=0.3226, pruned_loss=0.09041, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01478, over 40.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3235, pruned_loss=0.08958, over 2474641.63 frames. utt_duration=457 frames, utt_pad_proportion=0.07762, over 21729.80 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3116, pruned_loss=0.08067, over 2467330.23 frames. utt_duration=1233 frames, utt_pad_proportion=0.06654, over 8012.13 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3248, pruned_loss=0.0903, over 2475479.06 frames. utt_duration=427.8 frames, utt_pad_proportion=0.0778, over 23227.09 utterances.], batch size: 40, lr: 4.70e-04
2022-08-24 08:41:21,852 INFO [train.py:927] (5/8) Epoch 7, batch 16600, giga_loss[loss=0.2254, simple_loss=0.2968, pruned_loss=0.07694, over 12359.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03141, over 85.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.324, pruned_loss=0.09075, over 2474488.05 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08066, over 21557.39 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.312, pruned_loss=0.08104, over 2467573.57 frames. utt_duration=1224 frames, utt_pad_proportion=0.06899, over 8074.49 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3251, pruned_loss=0.09129, over 2475166.18 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07992, over 23137.91 utterances.], batch size: 85, lr: 4.70e-04
2022-08-24 08:43:04,885 INFO [train.py:927] (5/8) Epoch 7, batch 16650, giga_loss[loss=0.2996, simple_loss=0.3473, pruned_loss=0.1259, over 12355.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.203, over 373.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3251, pruned_loss=0.09142, over 2475108.07 frames. utt_duration=442.8 frames, utt_pad_proportion=0.08254, over 22434.75 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3118, pruned_loss=0.08092, over 2467725.65 frames. utt_duration=1224 frames, utt_pad_proportion=0.06879, over 8074.69 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3263, pruned_loss=0.09204, over 2475566.57 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08196, over 23799.35 utterances.], batch size: 373, lr: 4.70e-04
2022-08-24 08:44:50,175 INFO [train.py:927] (5/8) Epoch 7, batch 16700, giga_loss[loss=0.2532, simple_loss=0.3091, pruned_loss=0.09867, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03738, over 40.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3248, pruned_loss=0.09092, over 2475486.84 frames. utt_duration=465.4 frames, utt_pad_proportion=0.08043, over 21343.68 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.312, pruned_loss=0.08111, over 2467919.90 frames. utt_duration=1211 frames, utt_pad_proportion=0.07242, over 8164.45 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3259, pruned_loss=0.0915, over 2475912.76 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07896, over 22729.08 utterances.], batch size: 40, lr: 4.70e-04
2022-08-24 08:46:32,935 INFO [train.py:927] (5/8) Epoch 7, batch 16750, giga_loss[loss=0.2777, simple_loss=0.3396, pruned_loss=0.1079, over 12434.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04169, over 114.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3246, pruned_loss=0.0906, over 2475896.43 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07342, over 20031.91 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3113, pruned_loss=0.08078, over 2468208.47 frames. utt_duration=1219 frames, utt_pad_proportion=0.07004, over 8106.38 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3266, pruned_loss=0.09175, over 2476273.67 frames. utt_duration=457.7 frames, utt_pad_proportion=0.0735, over 21712.84 utterances.], batch size: 114, lr: 4.70e-04
2022-08-24 08:48:16,021 INFO [train.py:927] (5/8) Epoch 7, batch 16800, giga_loss[loss=0.2399, simple_loss=0.3248, pruned_loss=0.07756, over 12456.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03094, over 75.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3254, pruned_loss=0.09027, over 2475763.29 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07264, over 20316.31 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3113, pruned_loss=0.08075, over 2467894.23 frames. utt_duration=1215 frames, utt_pad_proportion=0.07229, over 8136.41 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3273, pruned_loss=0.09144, over 2476533.14 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07199, over 21904.71 utterances.], batch size: 75, lr: 4.70e-04
2022-08-24 08:50:00,312 INFO [train.py:927] (5/8) Epoch 7, batch 16850, giga_loss[loss=0.2359, simple_loss=0.3124, pruned_loss=0.07967, over 12450.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03312, over 105.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3247, pruned_loss=0.08941, over 2476351.69 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07138, over 19921.76 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3115, pruned_loss=0.08077, over 2468181.30 frames. utt_duration=1204 frames, utt_pad_proportion=0.07489, over 8208.70 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3265, pruned_loss=0.0906, over 2476961.42 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06999, over 21502.34 utterances.], batch size: 105, lr: 4.69e-04
2022-08-24 08:51:43,781 INFO [train.py:927] (5/8) Epoch 7, batch 16900, giga_loss[loss=0.2269, simple_loss=0.3051, pruned_loss=0.07439, over 12350.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03168, over 51.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3238, pruned_loss=0.08859, over 2475706.09 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06827, over 19389.94 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3114, pruned_loss=0.08077, over 2468522.95 frames. utt_duration=1204 frames, utt_pad_proportion=0.07463, over 8208.23 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3256, pruned_loss=0.0897, over 2476018.69 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06741, over 20858.09 utterances.], batch size: 51, lr: 4.69e-04
2022-08-24 08:53:32,434 INFO [train.py:927] (5/8) Epoch 7, batch 16950, giga_loss[loss=0.2143, simple_loss=0.2909, pruned_loss=0.0688, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02921, over 45.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3232, pruned_loss=0.08864, over 2474443.43 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06927, over 19139.24 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.311, pruned_loss=0.08056, over 2468253.44 frames. utt_duration=1208 frames, utt_pad_proportion=0.07362, over 8181.18 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3252, pruned_loss=0.08986, over 2475063.63 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06883, over 20529.28 utterances.], batch size: 45, lr: 4.69e-04
2022-08-24 08:55:19,960 INFO [train.py:927] (5/8) Epoch 7, batch 17000, giga_loss[loss=0.2542, simple_loss=0.3307, pruned_loss=0.08885, over 12344.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04336, over 26.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3246, pruned_loss=0.09016, over 2474398.13 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07278, over 19480.14 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.311, pruned_loss=0.08047, over 2468407.66 frames. utt_duration=1211 frames, utt_pad_proportion=0.07275, over 8165.55 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3263, pruned_loss=0.09131, over 2474829.43 frames. utt_duration=479 frames, utt_pad_proportion=0.07251, over 20730.48 utterances.], batch size: 26, lr: 4.69e-04
2022-08-24 08:57:03,623 INFO [train.py:927] (5/8) Epoch 7, batch 17050, giga_loss[loss=0.2214, simple_loss=0.3072, pruned_loss=0.06778, over 12391.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02663, over 70.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3258, pruned_loss=0.0912, over 2474179.24 frames. utt_duration=489.5 frames, utt_pad_proportion=0.08229, over 20277.77 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3115, pruned_loss=0.08049, over 2468248.25 frames. utt_duration=1214 frames, utt_pad_proportion=0.07106, over 8139.93 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.327, pruned_loss=0.09236, over 2474825.36 frames. utt_duration=459.5 frames, utt_pad_proportion=0.08213, over 21613.08 utterances.], batch size: 70, lr: 4.69e-04
2022-08-24 08:58:49,097 INFO [train.py:927] (5/8) Epoch 7, batch 17100, giga_loss[loss=0.2246, simple_loss=0.3091, pruned_loss=0.07005, over 12347.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04599, over 26.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3251, pruned_loss=0.0903, over 2474528.51 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07826, over 20167.21 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3114, pruned_loss=0.08039, over 2468455.38 frames. utt_duration=1212 frames, utt_pad_proportion=0.07083, over 8157.07 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3266, pruned_loss=0.09158, over 2475006.69 frames. utt_duration=462 frames, utt_pad_proportion=0.07852, over 21495.03 utterances.], batch size: 26, lr: 4.69e-04
2022-08-24 09:00:35,116 INFO [train.py:927] (5/8) Epoch 7, batch 17150, giga_loss[loss=0.2991, simple_loss=0.359, pruned_loss=0.1196, over 12419.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03838, over 133.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3249, pruned_loss=0.08979, over 2474974.23 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07575, over 20179.22 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3115, pruned_loss=0.08051, over 2468517.60 frames. utt_duration=1213 frames, utt_pad_proportion=0.07006, over 8149.79 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3262, pruned_loss=0.09082, over 2475365.99 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07638, over 21387.53 utterances.], batch size: 133, lr: 4.69e-04
2022-08-24 09:02:19,672 INFO [train.py:927] (5/8) Epoch 7, batch 17200, giga_loss[loss=0.2164, simple_loss=0.2988, pruned_loss=0.06702, over 12413.00 frames. utt_duration=578.9 frames, utt_pad_proportion=0.0367, over 86.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3248, pruned_loss=0.09021, over 2475383.98 frames. utt_duration=464.7 frames, utt_pad_proportion=0.08073, over 21373.70 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.312, pruned_loss=0.08083, over 2468651.18 frames. utt_duration=1211 frames, utt_pad_proportion=0.07, over 8164.35 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3256, pruned_loss=0.0909, over 2475664.70 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08108, over 22486.06 utterances.], batch size: 86, lr: 4.69e-04
2022-08-24 09:04:06,865 INFO [train.py:927] (5/8) Epoch 7, batch 17250, libri_loss[loss=0.2702, simple_loss=0.3672, pruned_loss=0.08662, over 12269.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008336, over 37.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3212, pruned_loss=0.08805, over 2475180.87 frames. utt_duration=482 frames, utt_pad_proportion=0.07894, over 20604.97 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3121, pruned_loss=0.08065, over 2468528.44 frames. utt_duration=1218 frames, utt_pad_proportion=0.06849, over 8118.98 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.322, pruned_loss=0.08898, over 2475694.85 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07988, over 21876.48 utterances.], batch size: 37, lr: 4.69e-04
2022-08-24 09:05:51,178 INFO [train.py:927] (5/8) Epoch 7, batch 17300, giga_loss[loss=0.2774, simple_loss=0.343, pruned_loss=0.1059, over 12409.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06915, over 212.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3205, pruned_loss=0.08866, over 2475275.25 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07638, over 21207.87 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3115, pruned_loss=0.08042, over 2468347.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.06775, over 8085.95 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3217, pruned_loss=0.08973, over 2475959.63 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07753, over 22478.00 utterances.], batch size: 212, lr: 4.69e-04
2022-08-24 09:07:36,234 INFO [train.py:927] (5/8) Epoch 7, batch 17350, giga_loss[loss=0.2168, simple_loss=0.3129, pruned_loss=0.06029, over 12417.00 frames. utt_duration=344.1 frames, utt_pad_proportion=0.03622, over 145.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3196, pruned_loss=0.08636, over 2475214.99 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07636, over 21821.18 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3117, pruned_loss=0.08057, over 2468206.45 frames. utt_duration=1222 frames, utt_pad_proportion=0.06682, over 8088.71 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3208, pruned_loss=0.08732, over 2476091.82 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07765, over 23234.12 utterances.], batch size: 145, lr: 4.69e-04
2022-08-24 09:09:20,802 INFO [train.py:927] (5/8) Epoch 7, batch 17400, giga_loss[loss=0.214, simple_loss=0.3014, pruned_loss=0.06334, over 12462.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03055, over 75.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3174, pruned_loss=0.08275, over 2475501.14 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07699, over 23044.75 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3119, pruned_loss=0.08066, over 2468329.42 frames. utt_duration=1222 frames, utt_pad_proportion=0.06655, over 8088.26 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3182, pruned_loss=0.08345, over 2476105.56 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07803, over 24220.54 utterances.], batch size: 75, lr: 4.69e-04
2022-08-24 09:11:03,164 INFO [train.py:927] (5/8) Epoch 7, batch 17450, giga_loss[loss=0.216, simple_loss=0.319, pruned_loss=0.05654, over 12393.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03054, over 62.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.315, pruned_loss=0.0791, over 2475714.30 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07203, over 22884.96 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3116, pruned_loss=0.08056, over 2468566.71 frames. utt_duration=1226 frames, utt_pad_proportion=0.06523, over 8067.22 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3159, pruned_loss=0.07974, over 2476136.37 frames. utt_duration=410.9 frames, utt_pad_proportion=0.07356, over 24187.74 utterances.], batch size: 62, lr: 4.69e-04
2022-08-24 09:12:48,379 INFO [train.py:927] (5/8) Epoch 7, batch 17500, giga_loss[loss=0.2358, simple_loss=0.3153, pruned_loss=0.07817, over 12396.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04843, over 161.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3158, pruned_loss=0.07845, over 2475908.34 frames. utt_duration=437 frames, utt_pad_proportion=0.06717, over 22738.36 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3118, pruned_loss=0.08076, over 2468659.83 frames. utt_duration=1222 frames, utt_pad_proportion=0.06513, over 8090.15 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3164, pruned_loss=0.07873, over 2476312.02 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06871, over 24085.15 utterances.], batch size: 161, lr: 4.69e-04
2022-08-24 09:14:30,227 INFO [train.py:927] (5/8) Epoch 7, batch 17550, giga_loss[loss=0.1948, simple_loss=0.2878, pruned_loss=0.05091, over 12379.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04038, over 113.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.313, pruned_loss=0.07589, over 2476336.13 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06694, over 23594.41 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3119, pruned_loss=0.08075, over 2468401.46 frames. utt_duration=1220 frames, utt_pad_proportion=0.06521, over 8100.89 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3135, pruned_loss=0.07606, over 2476999.10 frames. utt_duration=400 frames, utt_pad_proportion=0.06812, over 24861.57 utterances.], batch size: 113, lr: 4.69e-04
2022-08-24 09:16:16,196 INFO [train.py:927] (5/8) Epoch 7, batch 17600, giga_loss[loss=0.2013, simple_loss=0.2909, pruned_loss=0.05579, over 12344.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03011, over 91.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3118, pruned_loss=0.07452, over 2476169.80 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06895, over 24269.43 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3121, pruned_loss=0.08085, over 2468580.25 frames. utt_duration=1220 frames, utt_pad_proportion=0.06481, over 8101.86 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.312, pruned_loss=0.07454, over 2476602.95 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06991, over 25399.20 utterances.], batch size: 91, lr: 4.68e-04
2022-08-24 09:17:59,893 INFO [train.py:927] (5/8) Epoch 7, batch 17650, giga_loss[loss=0.214, simple_loss=0.3024, pruned_loss=0.06287, over 12361.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02876, over 91.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3093, pruned_loss=0.07185, over 2476068.95 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06517, over 23481.64 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3119, pruned_loss=0.08076, over 2468514.07 frames. utt_duration=1224 frames, utt_pad_proportion=0.06375, over 8074.68 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3096, pruned_loss=0.07176, over 2476655.51 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06645, over 24773.88 utterances.], batch size: 91, lr: 4.68e-04
2022-08-24 09:19:47,640 INFO [train.py:927] (5/8) Epoch 7, batch 17700, giga_loss[loss=0.2181, simple_loss=0.2971, pruned_loss=0.06956, over 12371.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03553, over 122.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3051, pruned_loss=0.06932, over 2476201.63 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06676, over 24025.58 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3122, pruned_loss=0.08097, over 2468445.76 frames. utt_duration=1225 frames, utt_pad_proportion=0.06325, over 8068.93 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.305, pruned_loss=0.06897, over 2476792.25 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06784, over 25191.20 utterances.], batch size: 122, lr: 4.68e-04
2022-08-24 09:21:33,194 INFO [train.py:927] (5/8) Epoch 7, batch 17750, giga_loss[loss=0.2238, simple_loss=0.3102, pruned_loss=0.06867, over 12466.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0344, over 86.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.308, pruned_loss=0.06914, over 2477013.65 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06664, over 23994.71 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3157, pruned_loss=0.08074, over 2468429.93 frames. utt_duration=1232 frames, utt_pad_proportion=0.06219, over 8023.63 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3044, pruned_loss=0.06879, over 2477636.65 frames. utt_duration=393 frames, utt_pad_proportion=0.06782, over 25309.57 utterances.], batch size: 86, lr: 4.68e-04
2022-08-24 09:23:30,126 INFO [train.py:927] (5/8) Epoch 7, batch 17800, giga_loss[loss=0.2177, simple_loss=0.3086, pruned_loss=0.06344, over 12445.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04113, over 114.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3086, pruned_loss=0.06871, over 2476489.84 frames. utt_duration=407 frames, utt_pad_proportion=0.0663, over 24427.95 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3158, pruned_loss=0.08068, over 2468294.97 frames. utt_duration=1231 frames, utt_pad_proportion=0.0624, over 8029.42 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3056, pruned_loss=0.06834, over 2477194.85 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06719, over 25658.69 utterances.], batch size: 114, lr: 4.68e-04
2022-08-24 09:25:37,801 INFO [train.py:927] (5/8) Epoch 7, batch 17850, giga_loss[loss=0.2767, simple_loss=0.3356, pruned_loss=0.1089, over 12368.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09948, over 256.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3062, pruned_loss=0.0679, over 2476972.40 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06671, over 24585.16 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3158, pruned_loss=0.08077, over 2468273.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.06169, over 8011.05 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3037, pruned_loss=0.06736, over 2477664.07 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06762, over 25795.40 utterances.], batch size: 256, lr: 4.68e-04
2022-08-24 09:27:46,997 INFO [train.py:927] (5/8) Epoch 7, batch 17900, giga_loss[loss=0.2301, simple_loss=0.3286, pruned_loss=0.06585, over 12425.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04884, over 147.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3032, pruned_loss=0.06575, over 2477290.06 frames. utt_duration=399 frames, utt_pad_proportion=0.06753, over 24919.97 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3151, pruned_loss=0.08055, over 2468171.66 frames. utt_duration=1240 frames, utt_pad_proportion=0.06033, over 7970.20 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3016, pruned_loss=0.06517, over 2478180.18 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06858, over 26354.84 utterances.], batch size: 147, lr: 4.68e-04
2022-08-24 09:29:51,425 INFO [train.py:927] (5/8) Epoch 7, batch 17950, giga_loss[loss=0.2169, simple_loss=0.2966, pruned_loss=0.06854, over 12368.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2994, pruned_loss=0.06437, over 2476597.50 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06602, over 23827.48 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3148, pruned_loss=0.08039, over 2467497.33 frames. utt_duration=1234 frames, utt_pad_proportion=0.06328, over 8006.43 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2981, pruned_loss=0.06366, over 2478128.44 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06625, over 25379.95 utterances.], batch size: 91, lr: 4.68e-04
2022-08-24 09:31:46,279 INFO [train.py:927] (5/8) Epoch 7, batch 18000, libri_loss[loss=0.2311, simple_loss=0.3088, pruned_loss=0.07669, over 12315.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.0189, over 41.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2991, pruned_loss=0.06448, over 2477113.74 frames. utt_duration=424.7 frames, utt_pad_proportion=0.06326, over 23402.67 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3146, pruned_loss=0.08042, over 2467534.42 frames. utt_duration=1237 frames, utt_pad_proportion=0.06187, over 7986.50 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2978, pruned_loss=0.06347, over 2478601.38 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06404, over 25098.74 utterances.], batch size: 41, lr: 4.68e-04
2022-08-24 09:31:46,281 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 09:32:01,610 INFO [train.py:967] (5/8) 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] (5/8) Epoch 7, batch 18050, giga_loss[loss=0.221, simple_loss=0.2961, pruned_loss=0.07299, over 12381.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09062, over 255.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2995, pruned_loss=0.06435, over 2477441.46 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06595, over 24033.47 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3143, pruned_loss=0.08037, over 2467493.97 frames. utt_duration=1239 frames, utt_pad_proportion=0.06129, over 7977.82 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2982, pruned_loss=0.06314, over 2478946.16 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06661, over 25833.99 utterances.], batch size: 255, lr: 4.68e-04
2022-08-24 09:36:22,611 INFO [train.py:927] (5/8) Epoch 7, batch 18100, giga_loss[loss=0.2307, simple_loss=0.3118, pruned_loss=0.07483, over 12418.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.04956, over 147.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2988, pruned_loss=0.06425, over 2477178.78 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06446, over 24276.33 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3143, pruned_loss=0.08047, over 2467390.42 frames. utt_duration=1243 frames, utt_pad_proportion=0.0602, over 7952.68 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2975, pruned_loss=0.06281, over 2478683.97 frames. utt_duration=381 frames, utt_pad_proportion=0.06541, over 26111.44 utterances.], batch size: 147, lr: 4.68e-04
2022-08-24 09:38:27,131 INFO [train.py:927] (5/8) Epoch 7, batch 18150, giga_loss[loss=0.1965, simple_loss=0.3021, pruned_loss=0.04548, over 12458.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3014, pruned_loss=0.06405, over 2478479.75 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06443, over 24781.96 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3144, pruned_loss=0.08056, over 2467591.89 frames. utt_duration=1243 frames, utt_pad_proportion=0.05975, over 7953.16 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.3002, pruned_loss=0.06269, over 2479581.11 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06531, over 26370.54 utterances.], batch size: 75, lr: 4.68e-04
2022-08-24 09:40:33,207 INFO [train.py:927] (5/8) Epoch 7, batch 18200, libri_loss[loss=0.1832, simple_loss=0.2658, pruned_loss=0.05037, over 12264.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03786, over 27.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.3011, pruned_loss=0.0632, over 2478194.54 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06608, over 25127.37 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3138, pruned_loss=0.08027, over 2467500.92 frames. utt_duration=1248 frames, utt_pad_proportion=0.05903, over 7918.34 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.3004, pruned_loss=0.06208, over 2479350.23 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06691, over 26743.80 utterances.], batch size: 27, lr: 4.68e-04
2022-08-24 09:42:37,402 INFO [train.py:927] (5/8) Epoch 7, batch 18250, giga_loss[loss=0.1976, simple_loss=0.2746, pruned_loss=0.0603, over 12388.00 frames. utt_duration=142 frames, utt_pad_proportion=0.1647, over 352.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.3016, pruned_loss=0.06343, over 2477935.44 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06402, over 24183.35 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3147, pruned_loss=0.08063, over 2467663.45 frames. utt_duration=1250 frames, utt_pad_proportion=0.05822, over 7908.03 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.3, pruned_loss=0.06191, over 2478893.49 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06506, over 25779.12 utterances.], batch size: 352, lr: 4.68e-04
2022-08-24 09:45:11,595 INFO [train.py:927] (5/8) Epoch 7, batch 18300, giga_loss[loss=0.1929, simple_loss=0.2872, pruned_loss=0.04924, over 12419.00 frames. utt_duration=275.6 frames, utt_pad_proportion=0.05301, over 181.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3016, pruned_loss=0.06387, over 2478576.58 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06349, over 24157.42 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3143, pruned_loss=0.08044, over 2467676.26 frames. utt_duration=1255 frames, utt_pad_proportion=0.05717, over 7872.75 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.3003, pruned_loss=0.06243, over 2479552.99 frames. utt_duration=385.5 frames, utt_pad_proportion=0.06466, over 25810.94 utterances.], batch size: 181, lr: 4.68e-04
2022-08-24 09:47:19,871 INFO [train.py:927] (5/8) Epoch 7, batch 18350, giga_loss[loss=0.1751, simple_loss=0.2663, pruned_loss=0.04195, over 12301.00 frames. utt_duration=704.1 frames, utt_pad_proportion=0.03414, over 70.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2982, pruned_loss=0.06196, over 2478671.90 frames. utt_duration=427.6 frames, utt_pad_proportion=0.05971, over 23252.41 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3143, pruned_loss=0.0804, over 2467819.79 frames. utt_duration=1255 frames, utt_pad_proportion=0.05681, over 7872.99 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2971, pruned_loss=0.0607, over 2479408.46 frames. utt_duration=402.7 frames, utt_pad_proportion=0.061, over 24700.53 utterances.], batch size: 70, lr: 4.67e-04
2022-08-24 09:49:24,039 INFO [train.py:927] (5/8) Epoch 7, batch 18400, giga_loss[loss=0.231, simple_loss=0.3225, pruned_loss=0.06981, over 12374.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.03029, over 51.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2985, pruned_loss=0.06227, over 2478357.50 frames. utt_duration=421 frames, utt_pad_proportion=0.06144, over 23613.59 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3144, pruned_loss=0.08056, over 2467487.01 frames. utt_duration=1258 frames, utt_pad_proportion=0.05619, over 7853.97 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2973, pruned_loss=0.0609, over 2479360.13 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06253, over 24966.03 utterances.], batch size: 51, lr: 4.67e-04
2022-08-24 09:51:30,742 INFO [train.py:927] (5/8) Epoch 7, batch 18450, giga_loss[loss=0.2133, simple_loss=0.3046, pruned_loss=0.06099, over 12430.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.0568, over 182.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2979, pruned_loss=0.0628, over 2478158.11 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06237, over 24053.87 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3145, pruned_loss=0.0806, over 2467120.18 frames. utt_duration=1260 frames, utt_pad_proportion=0.05577, over 7840.47 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2967, pruned_loss=0.06153, over 2479370.11 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06329, over 25270.10 utterances.], batch size: 182, lr: 4.67e-04
2022-08-24 09:53:34,462 INFO [train.py:927] (5/8) Epoch 7, batch 18500, giga_loss[loss=0.2328, simple_loss=0.3165, pruned_loss=0.07457, over 12372.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04662, over 146.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2994, pruned_loss=0.06449, over 2478255.89 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06141, over 24225.82 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3146, pruned_loss=0.08075, over 2467032.31 frames. utt_duration=1262 frames, utt_pad_proportion=0.055, over 7826.71 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2981, pruned_loss=0.06306, over 2479480.12 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06242, over 25488.25 utterances.], batch size: 146, lr: 4.67e-04
2022-08-24 09:55:56,852 INFO [train.py:927] (5/8) Epoch 7, batch 18550, giga_loss[loss=0.2118, simple_loss=0.3046, pruned_loss=0.05954, over 12398.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03023, over 122.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3019, pruned_loss=0.065, over 2478886.50 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06631, over 25041.96 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3159, pruned_loss=0.08113, over 2467113.67 frames. utt_duration=1248 frames, utt_pad_proportion=0.05898, over 7914.80 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2995, pruned_loss=0.06331, over 2479938.17 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06591, over 26198.92 utterances.], batch size: 122, lr: 4.67e-04
2022-08-24 09:58:06,261 INFO [train.py:927] (5/8) Epoch 7, batch 18600, giga_loss[loss=0.1804, simple_loss=0.2687, pruned_loss=0.04603, over 12449.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04608, over 161.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2984, pruned_loss=0.06436, over 2478586.68 frames. utt_duration=384.2 frames, utt_pad_proportion=0.0725, over 25884.38 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3156, pruned_loss=0.08096, over 2467317.97 frames. utt_duration=1250 frames, utt_pad_proportion=0.05778, over 7903.10 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2963, pruned_loss=0.06265, over 2479599.42 frames. utt_duration=363.7 frames, utt_pad_proportion=0.07232, over 27359.18 utterances.], batch size: 161, lr: 4.67e-04
2022-08-24 10:00:01,866 INFO [train.py:927] (5/8) Epoch 7, batch 18650, giga_loss[loss=0.2404, simple_loss=0.3095, pruned_loss=0.0856, over 12413.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05848, over 182.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2948, pruned_loss=0.06316, over 2478302.56 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06952, over 25284.58 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3156, pruned_loss=0.081, over 2467267.83 frames. utt_duration=1254 frames, utt_pad_proportion=0.05641, over 7878.30 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2926, pruned_loss=0.06129, over 2479440.82 frames. utt_duration=369.2 frames, utt_pad_proportion=0.06997, over 26948.82 utterances.], batch size: 182, lr: 4.67e-04
2022-08-24 10:01:58,058 INFO [train.py:927] (5/8) Epoch 7, batch 18700, giga_loss[loss=0.1826, simple_loss=0.2744, pruned_loss=0.0454, over 12334.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.02828, over 62.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2941, pruned_loss=0.06292, over 2478015.12 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06919, over 24643.33 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3149, pruned_loss=0.08078, over 2467195.60 frames. utt_duration=1261 frames, utt_pad_proportion=0.05502, over 7833.16 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2923, pruned_loss=0.06107, over 2479355.21 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0701, over 26571.00 utterances.], batch size: 62, lr: 4.67e-04
2022-08-24 10:04:01,909 INFO [train.py:927] (5/8) Epoch 7, batch 18750, giga_loss[loss=0.2078, simple_loss=0.2857, pruned_loss=0.06496, over 12456.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03304, over 105.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2921, pruned_loss=0.06162, over 2477480.45 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07042, over 24804.21 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3146, pruned_loss=0.0807, over 2466911.28 frames. utt_duration=1261 frames, utt_pad_proportion=0.0547, over 7831.77 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2906, pruned_loss=0.05998, over 2478928.76 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07119, over 26548.05 utterances.], batch size: 105, lr: 4.67e-04
2022-08-24 10:06:17,672 INFO [train.py:927] (5/8) Epoch 7, batch 18800, libri_loss[loss=0.2685, simple_loss=0.3458, pruned_loss=0.09559, over 12306.00 frames. utt_duration=758.8 frames, utt_pad_proportion=0.1347, over 65.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2922, pruned_loss=0.06103, over 2477204.24 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06864, over 24168.68 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.315, pruned_loss=0.08082, over 2466981.07 frames. utt_duration=1259 frames, utt_pad_proportion=0.05473, over 7849.21 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2902, pruned_loss=0.05923, over 2478491.90 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06945, over 25845.05 utterances.], batch size: 65, lr: 4.67e-04
2022-08-24 10:08:18,977 INFO [train.py:927] (5/8) Epoch 7, batch 18850, giga_loss[loss=0.1731, simple_loss=0.2619, pruned_loss=0.04215, over 12379.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02818, over 70.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2916, pruned_loss=0.06094, over 2477261.96 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07088, over 24755.42 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.315, pruned_loss=0.08074, over 2466851.69 frames. utt_duration=1259 frames, utt_pad_proportion=0.05477, over 7848.78 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2898, pruned_loss=0.05943, over 2478467.51 frames. utt_duration=379.4 frames, utt_pad_proportion=0.07142, over 26212.79 utterances.], batch size: 70, lr: 4.67e-04
2022-08-24 10:10:14,310 INFO [train.py:927] (5/8) Epoch 7, batch 18900, giga_loss[loss=0.1802, simple_loss=0.2713, pruned_loss=0.04451, over 12419.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04772, over 161.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2916, pruned_loss=0.06019, over 2477770.08 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06862, over 24866.36 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3151, pruned_loss=0.08074, over 2466930.39 frames. utt_duration=1262 frames, utt_pad_proportion=0.05391, over 7829.95 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2897, pruned_loss=0.05866, over 2478846.10 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06947, over 26330.76 utterances.], batch size: 161, lr: 4.67e-04
2022-08-24 10:12:09,282 INFO [train.py:927] (5/8) Epoch 7, batch 18950, giga_loss[loss=0.2384, simple_loss=0.3153, pruned_loss=0.08077, over 12425.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04986, over 161.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2945, pruned_loss=0.06132, over 2477648.22 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07002, over 25316.55 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3148, pruned_loss=0.08063, over 2467072.42 frames. utt_duration=1262 frames, utt_pad_proportion=0.05309, over 7829.73 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2926, pruned_loss=0.05966, over 2478672.95 frames. utt_duration=369.2 frames, utt_pad_proportion=0.07096, over 26940.88 utterances.], batch size: 161, lr: 4.67e-04
2022-08-24 10:14:09,234 INFO [train.py:927] (5/8) Epoch 7, batch 19000, giga_loss[loss=0.1923, simple_loss=0.2847, pruned_loss=0.04996, over 12442.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2952, pruned_loss=0.06175, over 2478070.96 frames. utt_duration=386 frames, utt_pad_proportion=0.0721, over 25759.52 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.315, pruned_loss=0.08072, over 2467163.96 frames. utt_duration=1252 frames, utt_pad_proportion=0.05645, over 7890.59 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2932, pruned_loss=0.05992, over 2479017.05 frames. utt_duration=363 frames, utt_pad_proportion=0.0721, over 27404.88 utterances.], batch size: 105, lr: 4.67e-04
2022-08-24 10:16:08,406 INFO [train.py:927] (5/8) Epoch 7, batch 19050, giga_loss[loss=0.213, simple_loss=0.2979, pruned_loss=0.06401, over 12367.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03925, over 113.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2927, pruned_loss=0.06014, over 2476884.79 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06835, over 25076.10 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3141, pruned_loss=0.08013, over 2466331.23 frames. utt_duration=1258 frames, utt_pad_proportion=0.05506, over 7851.97 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2912, pruned_loss=0.05856, over 2478775.29 frames. utt_duration=368.3 frames, utt_pad_proportion=0.06907, over 27008.98 utterances.], batch size: 113, lr: 4.67e-04
2022-08-24 10:18:07,569 INFO [train.py:927] (5/8) Epoch 7, batch 19100, giga_loss[loss=0.1974, simple_loss=0.2918, pruned_loss=0.05151, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02692, over 45.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2907, pruned_loss=0.05963, over 2476122.30 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07209, over 25080.32 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3137, pruned_loss=0.07999, over 2465964.02 frames. utt_duration=1257 frames, utt_pad_proportion=0.05524, over 7859.31 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2895, pruned_loss=0.05824, over 2478073.88 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07244, over 26832.44 utterances.], batch size: 45, lr: 4.67e-04
2022-08-24 10:20:05,880 INFO [train.py:927] (5/8) Epoch 7, batch 19150, giga_loss[loss=0.2185, simple_loss=0.3073, pruned_loss=0.06489, over 12410.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03672, over 105.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2923, pruned_loss=0.06062, over 2476087.46 frames. utt_duration=400 frames, utt_pad_proportion=0.07136, over 24836.59 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3135, pruned_loss=0.07996, over 2465780.82 frames. utt_duration=1261 frames, utt_pad_proportion=0.05404, over 7830.79 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2909, pruned_loss=0.05888, over 2478169.64 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07215, over 26833.03 utterances.], batch size: 105, lr: 4.66e-04
2022-08-24 10:22:02,007 INFO [train.py:927] (5/8) Epoch 7, batch 19200, giga_loss[loss=0.2184, simple_loss=0.3124, pruned_loss=0.06223, over 12416.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03997, over 105.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2952, pruned_loss=0.06183, over 2476599.76 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07011, over 24754.14 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3135, pruned_loss=0.0799, over 2465787.34 frames. utt_duration=1261 frames, utt_pad_proportion=0.05351, over 7831.26 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2937, pruned_loss=0.06024, over 2478394.72 frames. utt_duration=374.2 frames, utt_pad_proportion=0.07105, over 26577.31 utterances.], batch size: 105, lr: 4.66e-04
2022-08-24 10:24:14,817 INFO [train.py:927] (5/8) Epoch 7, batch 19250, giga_loss[loss=0.1821, simple_loss=0.2665, pruned_loss=0.0488, over 12452.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03774, over 37.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2958, pruned_loss=0.06224, over 2476874.74 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07761, over 25339.71 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3136, pruned_loss=0.0801, over 2466272.32 frames. utt_duration=1244 frames, utt_pad_proportion=0.05844, over 7940.67 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.294, pruned_loss=0.06022, over 2478230.20 frames. utt_duration=364.8 frames, utt_pad_proportion=0.0769, over 27262.87 utterances.], batch size: 37, lr: 4.66e-04
2022-08-24 10:26:17,725 INFO [train.py:927] (5/8) Epoch 7, batch 19300, giga_loss[loss=0.2144, simple_loss=0.3021, pruned_loss=0.06332, over 12435.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.0494, over 161.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2946, pruned_loss=0.06194, over 2477530.77 frames. utt_duration=394.1 frames, utt_pad_proportion=0.07577, over 25221.35 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3134, pruned_loss=0.07999, over 2466455.41 frames. utt_duration=1246 frames, utt_pad_proportion=0.05792, over 7928.09 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2931, pruned_loss=0.06011, over 2478639.64 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07553, over 27065.72 utterances.], batch size: 161, lr: 4.66e-04
2022-08-24 10:28:27,286 INFO [train.py:927] (5/8) Epoch 7, batch 19350, libri_loss[loss=0.1943, simple_loss=0.2835, pruned_loss=0.0525, over 12443.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01096, over 29.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2945, pruned_loss=0.06233, over 2477759.16 frames. utt_duration=385.1 frames, utt_pad_proportion=0.07785, over 25814.76 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3134, pruned_loss=0.07988, over 2466578.79 frames. utt_duration=1247 frames, utt_pad_proportion=0.05754, over 7918.80 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2931, pruned_loss=0.06083, over 2478611.34 frames. utt_duration=362.6 frames, utt_pad_proportion=0.07769, over 27434.37 utterances.], batch size: 29, lr: 4.66e-04
2022-08-24 10:30:27,632 INFO [train.py:927] (5/8) Epoch 7, batch 19400, giga_loss[loss=0.2248, simple_loss=0.3094, pruned_loss=0.07009, over 12394.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03672, over 113.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2936, pruned_loss=0.06128, over 2477021.46 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07566, over 25282.33 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3138, pruned_loss=0.07993, over 2466355.57 frames. utt_duration=1245 frames, utt_pad_proportion=0.05731, over 7932.24 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2918, pruned_loss=0.05973, over 2478101.07 frames. utt_duration=370 frames, utt_pad_proportion=0.07582, over 26874.43 utterances.], batch size: 113, lr: 4.66e-04
2022-08-24 10:32:27,640 INFO [train.py:927] (5/8) Epoch 7, batch 19450, giga_loss[loss=0.1907, simple_loss=0.2944, pruned_loss=0.04356, over 12375.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02511, over 66.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.294, pruned_loss=0.06015, over 2477147.61 frames. utt_duration=393.5 frames, utt_pad_proportion=0.07417, over 25255.95 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.314, pruned_loss=0.07988, over 2466236.49 frames. utt_duration=1247 frames, utt_pad_proportion=0.05666, over 7922.35 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2922, pruned_loss=0.05871, over 2478246.66 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07462, over 26757.35 utterances.], batch size: 66, lr: 4.66e-04
2022-08-24 10:34:22,743 INFO [train.py:927] (5/8) Epoch 7, batch 19500, giga_loss[loss=0.1748, simple_loss=0.2711, pruned_loss=0.03926, over 12368.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02629, over 66.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2952, pruned_loss=0.05962, over 2477820.31 frames. utt_duration=406.8 frames, utt_pad_proportion=0.0734, over 24434.41 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3145, pruned_loss=0.08025, over 2466430.98 frames. utt_duration=1219 frames, utt_pad_proportion=0.06603, over 8103.46 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2927, pruned_loss=0.05767, over 2478774.20 frames. utt_duration=384.8 frames, utt_pad_proportion=0.07124, over 25846.07 utterances.], batch size: 66, lr: 4.66e-04
2022-08-24 10:36:29,309 INFO [train.py:927] (5/8) Epoch 7, batch 19550, giga_loss[loss=0.2057, simple_loss=0.2933, pruned_loss=0.05908, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03176, over 43.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2946, pruned_loss=0.05958, over 2478086.06 frames. utt_duration=401 frames, utt_pad_proportion=0.07351, over 24793.06 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3141, pruned_loss=0.0801, over 2466921.75 frames. utt_duration=1222 frames, utt_pad_proportion=0.06454, over 8084.64 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2925, pruned_loss=0.05761, over 2478711.32 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07229, over 26391.51 utterances.], batch size: 43, lr: 4.66e-04
2022-08-24 10:38:43,476 INFO [train.py:927] (5/8) Epoch 7, batch 19600, giga_loss[loss=0.1972, simple_loss=0.3026, pruned_loss=0.04588, over 12383.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.02815, over 58.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2955, pruned_loss=0.06008, over 2477303.17 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07277, over 24937.12 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3139, pruned_loss=0.07995, over 2466519.86 frames. utt_duration=1227 frames, utt_pad_proportion=0.06293, over 8048.36 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2935, pruned_loss=0.058, over 2478503.19 frames. utt_duration=371.2 frames, utt_pad_proportion=0.07237, over 26794.12 utterances.], batch size: 58, lr: 4.66e-04
2022-08-24 10:40:55,342 INFO [train.py:927] (5/8) Epoch 7, batch 19650, giga_loss[loss=0.2109, simple_loss=0.3045, pruned_loss=0.05867, over 12341.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03297, over 51.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2993, pruned_loss=0.0626, over 2477527.87 frames. utt_duration=393.5 frames, utt_pad_proportion=0.07462, over 25259.34 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3143, pruned_loss=0.08037, over 2466738.70 frames. utt_duration=1212 frames, utt_pad_proportion=0.06683, over 8153.00 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2966, pruned_loss=0.05993, over 2478634.64 frames. utt_duration=365.9 frames, utt_pad_proportion=0.07314, over 27184.98 utterances.], batch size: 51, lr: 4.66e-04
2022-08-24 10:43:18,586 INFO [train.py:927] (5/8) Epoch 7, batch 19700, giga_loss[loss=0.1872, simple_loss=0.2775, pruned_loss=0.04842, over 12409.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03705, over 105.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2973, pruned_loss=0.06144, over 2476820.99 frames. utt_duration=401.2 frames, utt_pad_proportion=0.0718, over 24767.58 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3141, pruned_loss=0.0803, over 2466418.91 frames. utt_duration=1214 frames, utt_pad_proportion=0.06637, over 8134.52 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2952, pruned_loss=0.05925, over 2478046.92 frames. utt_duration=376.1 frames, utt_pad_proportion=0.07091, over 26436.59 utterances.], batch size: 105, lr: 4.66e-04
2022-08-24 10:45:26,911 INFO [train.py:927] (5/8) Epoch 7, batch 19750, giga_loss[loss=0.1839, simple_loss=0.2813, pruned_loss=0.04327, over 12388.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.02532, over 62.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.0602, over 2476817.77 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07284, over 24518.55 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3145, pruned_loss=0.08047, over 2466494.99 frames. utt_duration=1203 frames, utt_pad_proportion=0.06985, over 8208.97 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2938, pruned_loss=0.05798, over 2477940.79 frames. utt_duration=381.3 frames, utt_pad_proportion=0.07123, over 26073.08 utterances.], batch size: 62, lr: 4.66e-04
2022-08-24 10:47:26,691 INFO [train.py:927] (5/8) Epoch 7, batch 19800, giga_loss[loss=0.2133, simple_loss=0.3022, pruned_loss=0.06221, over 12418.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05766, over 182.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2967, pruned_loss=0.06019, over 2477499.18 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07147, over 25268.56 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3143, pruned_loss=0.0805, over 2466514.63 frames. utt_duration=1205 frames, utt_pad_proportion=0.06934, over 8194.93 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2949, pruned_loss=0.05825, over 2478458.60 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07043, over 26649.89 utterances.], batch size: 182, lr: 4.66e-04
2022-08-24 10:49:22,156 INFO [train.py:927] (5/8) Epoch 7, batch 19850, giga_loss[loss=0.1673, simple_loss=0.2615, pruned_loss=0.03655, over 12417.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03229, over 80.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2981, pruned_loss=0.06099, over 2477678.01 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06842, over 24239.13 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3148, pruned_loss=0.08062, over 2466741.16 frames. utt_duration=1209 frames, utt_pad_proportion=0.06813, over 8171.16 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2957, pruned_loss=0.05872, over 2478605.18 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06807, over 25886.83 utterances.], batch size: 80, lr: 4.66e-04
2022-08-24 10:51:22,889 INFO [train.py:927] (5/8) Epoch 7, batch 19900, giga_loss[loss=0.2394, simple_loss=0.311, pruned_loss=0.08393, over 12358.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02944, over 91.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2985, pruned_loss=0.06245, over 2477861.17 frames. utt_duration=405.3 frames, utt_pad_proportion=0.0678, over 24529.21 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3147, pruned_loss=0.08075, over 2467046.34 frames. utt_duration=1199 frames, utt_pad_proportion=0.07133, over 8241.14 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2962, pruned_loss=0.05997, over 2478602.54 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06662, over 26231.77 utterances.], batch size: 91, lr: 4.65e-04
2022-08-24 10:53:04,833 INFO [train.py:927] (5/8) Epoch 7, batch 19950, giga_loss[loss=0.2642, simple_loss=0.3471, pruned_loss=0.09064, over 12473.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02914, over 55.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3036, pruned_loss=0.06607, over 2477622.53 frames. utt_duration=413.2 frames, utt_pad_proportion=0.07032, over 24056.02 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3143, pruned_loss=0.08068, over 2467048.15 frames. utt_duration=1201 frames, utt_pad_proportion=0.07055, over 8224.31 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3018, pruned_loss=0.06369, over 2478505.78 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06937, over 25867.72 utterances.], batch size: 55, lr: 4.65e-04
2022-08-24 10:54:49,736 INFO [train.py:927] (5/8) Epoch 7, batch 20000, giga_loss[loss=0.1911, simple_loss=0.2784, pruned_loss=0.05189, over 12230.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03866, over 28.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3074, pruned_loss=0.06848, over 2476995.13 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07242, over 22892.89 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3139, pruned_loss=0.08053, over 2467386.81 frames. utt_duration=1206 frames, utt_pad_proportion=0.06895, over 8193.92 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3061, pruned_loss=0.06636, over 2477684.72 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07194, over 24780.56 utterances.], batch size: 28, lr: 4.65e-04
2022-08-24 10:56:31,698 INFO [train.py:927] (5/8) Epoch 7, batch 20050, giga_loss[loss=0.164, simple_loss=0.2545, pruned_loss=0.03672, over 12367.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03136, over 58.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3016, pruned_loss=0.06666, over 2476216.20 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07154, over 22070.33 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.314, pruned_loss=0.0807, over 2467338.48 frames. utt_duration=1195 frames, utt_pad_proportion=0.07313, over 8267.16 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3004, pruned_loss=0.0647, over 2476937.54 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07002, over 23696.36 utterances.], batch size: 58, lr: 4.65e-04
2022-08-24 10:58:15,004 INFO [train.py:927] (5/8) Epoch 7, batch 20100, giga_loss[loss=0.1726, simple_loss=0.2494, pruned_loss=0.04794, over 12175.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03516, over 39.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.295, pruned_loss=0.0648, over 2474611.55 frames. utt_duration=452.6 frames, utt_pad_proportion=0.0741, over 21937.54 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3139, pruned_loss=0.08056, over 2467411.13 frames. utt_duration=1201 frames, utt_pad_proportion=0.07121, over 8227.44 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2937, pruned_loss=0.06286, over 2475370.84 frames. utt_duration=418.7 frames, utt_pad_proportion=0.0733, over 23722.51 utterances.], batch size: 39, lr: 4.65e-04
2022-08-24 10:59:56,508 INFO [train.py:927] (5/8) Epoch 7, batch 20150, giga_loss[loss=0.1814, simple_loss=0.2574, pruned_loss=0.05267, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03478, over 123.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2884, pruned_loss=0.06265, over 2473992.69 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07287, over 20961.63 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3137, pruned_loss=0.08048, over 2467918.85 frames. utt_duration=1187 frames, utt_pad_proportion=0.07431, over 8326.66 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2865, pruned_loss=0.06051, over 2474368.47 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07128, over 22799.57 utterances.], batch size: 123, lr: 4.65e-04
2022-08-24 11:01:39,854 INFO [train.py:927] (5/8) Epoch 7, batch 20200, giga_loss[loss=0.1841, simple_loss=0.2573, pruned_loss=0.05541, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02833, over 45.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.282, pruned_loss=0.05992, over 2473430.87 frames. utt_duration=504.3 frames, utt_pad_proportion=0.06776, over 19674.15 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.313, pruned_loss=0.0801, over 2467659.26 frames. utt_duration=1194 frames, utt_pad_proportion=0.07302, over 8278.89 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2805, pruned_loss=0.05814, over 2474114.11 frames. utt_duration=462.6 frames, utt_pad_proportion=0.06721, over 21455.43 utterances.], batch size: 45, lr: 4.65e-04
2022-08-24 11:03:22,748 INFO [train.py:927] (5/8) Epoch 7, batch 20250, giga_loss[loss=0.1734, simple_loss=0.2506, pruned_loss=0.04815, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03674, over 43.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.278, pruned_loss=0.05834, over 2473547.38 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06312, over 18760.74 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3128, pruned_loss=0.07994, over 2467814.81 frames. utt_duration=1195 frames, utt_pad_proportion=0.07172, over 8267.90 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2763, pruned_loss=0.0566, over 2474105.48 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06342, over 20436.32 utterances.], batch size: 43, lr: 4.65e-04
2022-08-24 11:05:06,393 INFO [train.py:927] (5/8) Epoch 7, batch 20300, giga_loss[loss=0.1571, simple_loss=0.2516, pruned_loss=0.03135, over 12432.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03259, over 75.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2748, pruned_loss=0.05703, over 2474282.15 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06453, over 18803.08 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3134, pruned_loss=0.08013, over 2468319.12 frames. utt_duration=1199 frames, utt_pad_proportion=0.06987, over 8243.47 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2717, pruned_loss=0.05467, over 2474477.17 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06525, over 20557.89 utterances.], batch size: 75, lr: 4.65e-04
2022-08-24 11:06:51,144 INFO [train.py:927] (5/8) Epoch 7, batch 20350, giga_loss[loss=0.1901, simple_loss=0.2602, pruned_loss=0.05993, over 12456.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03496, over 86.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2703, pruned_loss=0.05519, over 2474273.39 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06303, over 19006.91 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3136, pruned_loss=0.08042, over 2468347.59 frames. utt_duration=1200 frames, utt_pad_proportion=0.06908, over 8234.89 utterances.], giga_tot_loss[loss=0.1863, simple_loss=0.267, pruned_loss=0.05277, over 2474469.14 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06395, over 20538.55 utterances.], batch size: 86, lr: 4.65e-04
2022-08-24 11:08:35,774 INFO [train.py:927] (5/8) Epoch 7, batch 20400, giga_loss[loss=0.1547, simple_loss=0.228, pruned_loss=0.04066, over 12393.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.0296, over 58.00 utterances.], tot_loss[loss=0.1861, simple_loss=0.2655, pruned_loss=0.05334, over 2475037.01 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06286, over 18747.51 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3135, pruned_loss=0.08038, over 2468323.68 frames. utt_duration=1196 frames, utt_pad_proportion=0.0695, over 8265.02 utterances.], giga_tot_loss[loss=0.182, simple_loss=0.2622, pruned_loss=0.05096, over 2475314.86 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06336, over 20122.10 utterances.], batch size: 58, lr: 4.65e-04
2022-08-24 11:10:19,238 INFO [train.py:927] (5/8) Epoch 7, batch 20450, giga_loss[loss=0.2397, simple_loss=0.329, pruned_loss=0.07513, over 12406.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.0377, over 113.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2747, pruned_loss=0.05796, over 2475496.49 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06227, over 19055.08 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3136, pruned_loss=0.08055, over 2468316.58 frames. utt_duration=1194 frames, utt_pad_proportion=0.06951, over 8282.66 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2712, pruned_loss=0.05548, over 2475826.70 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06265, over 20306.42 utterances.], batch size: 113, lr: 4.65e-04
2022-08-24 11:12:02,893 INFO [train.py:927] (5/8) Epoch 7, batch 20500, giga_loss[loss=0.1836, simple_loss=0.2761, pruned_loss=0.04554, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03583, over 28.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2843, pruned_loss=0.06211, over 2474629.46 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05904, over 18099.21 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3132, pruned_loss=0.0805, over 2468434.44 frames. utt_duration=1199 frames, utt_pad_proportion=0.06853, over 8248.30 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2813, pruned_loss=0.05984, over 2474896.49 frames. utt_duration=514.1 frames, utt_pad_proportion=0.05986, over 19311.29 utterances.], batch size: 28, lr: 4.65e-04
2022-08-24 11:13:49,436 INFO [train.py:927] (5/8) Epoch 7, batch 20550, giga_loss[loss=0.1889, simple_loss=0.2818, pruned_loss=0.04798, over 12374.00 frames. utt_duration=972.1 frames, utt_pad_proportion=0.02988, over 51.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2898, pruned_loss=0.06349, over 2474639.12 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05726, over 18257.54 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3132, pruned_loss=0.08037, over 2468370.28 frames. utt_duration=1200 frames, utt_pad_proportion=0.06808, over 8240.51 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2871, pruned_loss=0.06158, over 2475005.41 frames. utt_duration=512.9 frames, utt_pad_proportion=0.05813, over 19357.09 utterances.], batch size: 51, lr: 4.65e-04
2022-08-24 11:15:35,247 INFO [train.py:927] (5/8) Epoch 7, batch 20600, giga_loss[loss=0.3475, simple_loss=0.3892, pruned_loss=0.1529, over 12368.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2943, pruned_loss=0.06618, over 2473748.99 frames. utt_duration=559 frames, utt_pad_proportion=0.05748, over 17748.59 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3129, pruned_loss=0.0804, over 2468471.40 frames. utt_duration=1194 frames, utt_pad_proportion=0.07158, over 8280.74 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.292, pruned_loss=0.06439, over 2474064.69 frames. utt_duration=529 frames, utt_pad_proportion=0.05681, over 18761.25 utterances.], batch size: 257, lr: 4.65e-04
2022-08-24 11:17:17,075 INFO [train.py:927] (5/8) Epoch 7, batch 20650, giga_loss[loss=0.2494, simple_loss=0.3301, pruned_loss=0.08435, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03576, over 122.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2987, pruned_loss=0.06867, over 2473786.24 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06308, over 18165.64 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3125, pruned_loss=0.08022, over 2467999.82 frames. utt_duration=1200 frames, utt_pad_proportion=0.07042, over 8238.11 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.297, pruned_loss=0.06711, over 2474599.65 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06262, over 19226.18 utterances.], batch size: 122, lr: 4.64e-04
2022-08-24 11:18:59,612 INFO [train.py:927] (5/8) Epoch 7, batch 20700, giga_loss[loss=0.2605, simple_loss=0.3277, pruned_loss=0.09668, over 12375.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07454, over 212.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3037, pruned_loss=0.07077, over 2473729.90 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06373, over 18235.42 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3128, pruned_loss=0.08044, over 2468034.21 frames. utt_duration=1197 frames, utt_pad_proportion=0.07008, over 8257.00 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3017, pruned_loss=0.0691, over 2474470.42 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06335, over 19277.42 utterances.], batch size: 212, lr: 4.64e-04
2022-08-24 11:20:42,211 INFO [train.py:927] (5/8) Epoch 7, batch 20750, giga_loss[loss=0.2518, simple_loss=0.3289, pruned_loss=0.08738, over 12441.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03505, over 40.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3068, pruned_loss=0.07141, over 2473803.93 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06493, over 17924.05 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3125, pruned_loss=0.08026, over 2467807.87 frames. utt_duration=1204 frames, utt_pad_proportion=0.06889, over 8212.10 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3053, pruned_loss=0.07004, over 2474701.88 frames. utt_duration=522 frames, utt_pad_proportion=0.06505, over 19018.71 utterances.], batch size: 40, lr: 4.64e-04
2022-08-24 11:22:26,055 INFO [train.py:927] (5/8) Epoch 7, batch 20800, libri_loss[loss=0.1923, simple_loss=0.265, pruned_loss=0.05978, over 12466.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008879, over 29.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3069, pruned_loss=0.0706, over 2473575.26 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06377, over 17521.89 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3119, pruned_loss=0.08009, over 2467704.02 frames. utt_duration=1211 frames, utt_pad_proportion=0.06759, over 8161.28 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3062, pruned_loss=0.06943, over 2474549.27 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06441, over 18708.53 utterances.], batch size: 29, lr: 4.64e-04
2022-08-24 11:24:09,837 INFO [train.py:927] (5/8) Epoch 7, batch 20850, giga_loss[loss=0.2891, simple_loss=0.3581, pruned_loss=0.11, over 12403.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04388, over 146.00 utterances.], tot_loss[loss=0.224, simple_loss=0.307, pruned_loss=0.07044, over 2472934.46 frames. utt_duration=590 frames, utt_pad_proportion=0.06233, over 16807.75 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3115, pruned_loss=0.0798, over 2467018.82 frames. utt_duration=1219 frames, utt_pad_proportion=0.0663, over 8104.22 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3066, pruned_loss=0.0695, over 2474488.61 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06346, over 18059.56 utterances.], batch size: 146, lr: 4.64e-04
2022-08-24 11:25:54,034 INFO [train.py:927] (5/8) Epoch 7, batch 20900, giga_loss[loss=0.2494, simple_loss=0.3261, pruned_loss=0.08633, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03899, over 123.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3093, pruned_loss=0.07376, over 2472816.48 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06633, over 17120.45 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3114, pruned_loss=0.07995, over 2466892.26 frames. utt_duration=1213 frames, utt_pad_proportion=0.06917, over 8147.22 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.309, pruned_loss=0.07268, over 2474336.36 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06584, over 18334.73 utterances.], batch size: 123, lr: 4.64e-04
2022-08-24 11:27:37,971 INFO [train.py:927] (5/8) Epoch 7, batch 20950, giga_loss[loss=0.1949, simple_loss=0.2809, pruned_loss=0.05442, over 12324.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.03195, over 66.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3076, pruned_loss=0.07354, over 2472857.64 frames. utt_duration=585.8 frames, utt_pad_proportion=0.06402, over 16928.58 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3108, pruned_loss=0.0796, over 2466747.86 frames. utt_duration=1214 frames, utt_pad_proportion=0.06824, over 8135.00 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3078, pruned_loss=0.07279, over 2474385.05 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06408, over 18184.25 utterances.], batch size: 66, lr: 4.64e-04
2022-08-24 11:29:22,162 INFO [train.py:927] (5/8) Epoch 7, batch 21000, libri_loss[loss=0.1957, simple_loss=0.2765, pruned_loss=0.05743, over 12404.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006063, over 31.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3067, pruned_loss=0.07358, over 2472833.64 frames. utt_duration=588.7 frames, utt_pad_proportion=0.06128, over 16844.63 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3095, pruned_loss=0.07909, over 2466944.28 frames. utt_duration=1217 frames, utt_pad_proportion=0.06988, over 8119.91 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3079, pruned_loss=0.07316, over 2474176.62 frames. utt_duration=543 frames, utt_pad_proportion=0.06074, over 18276.12 utterances.], batch size: 31, lr: 4.64e-04
2022-08-24 11:29:22,163 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 11:29:37,318 INFO [train.py:967] (5/8) 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 11:31:22,728 INFO [train.py:927] (5/8) Epoch 7, batch 21050, giga_loss[loss=0.2409, simple_loss=0.3081, pruned_loss=0.08688, over 12431.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03753, over 40.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3049, pruned_loss=0.07198, over 2473014.91 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06307, over 17063.62 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3102, pruned_loss=0.07918, over 2467152.18 frames. utt_duration=1220 frames, utt_pad_proportion=0.0688, over 8099.62 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3052, pruned_loss=0.07147, over 2474019.12 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06289, over 18379.78 utterances.], batch size: 40, lr: 4.64e-04
2022-08-24 11:33:07,803 INFO [train.py:927] (5/8) Epoch 7, batch 21100, libri_loss[loss=0.2199, simple_loss=0.3009, pruned_loss=0.06944, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01472, over 40.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3007, pruned_loss=0.07024, over 2473683.91 frames. utt_duration=535.3 frames, utt_pad_proportion=0.07318, over 18536.98 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3101, pruned_loss=0.07916, over 2467108.12 frames. utt_duration=1220 frames, utt_pad_proportion=0.06778, over 8096.93 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3008, pruned_loss=0.06963, over 2474680.88 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07275, over 19841.41 utterances.], batch size: 40, lr: 4.64e-04
2022-08-24 11:34:53,298 INFO [train.py:927] (5/8) Epoch 7, batch 21150, giga_loss[loss=0.2049, simple_loss=0.2954, pruned_loss=0.05726, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02558, over 48.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2976, pruned_loss=0.06865, over 2473937.45 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06689, over 18119.75 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3101, pruned_loss=0.07926, over 2467272.92 frames. utt_duration=1222 frames, utt_pad_proportion=0.06643, over 8089.32 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2972, pruned_loss=0.06768, over 2474829.10 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06747, over 19561.73 utterances.], batch size: 48, lr: 4.64e-04
2022-08-24 11:36:37,234 INFO [train.py:927] (5/8) Epoch 7, batch 21200, giga_loss[loss=0.1968, simple_loss=0.2862, pruned_loss=0.05373, over 12399.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02612, over 70.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2968, pruned_loss=0.06803, over 2473654.52 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06481, over 17529.98 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3101, pruned_loss=0.07922, over 2467335.41 frames. utt_duration=1224 frames, utt_pad_proportion=0.06594, over 8075.45 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2964, pruned_loss=0.0672, over 2474351.87 frames. utt_duration=529 frames, utt_pad_proportion=0.06559, over 18763.39 utterances.], batch size: 70, lr: 4.64e-04
2022-08-24 11:38:17,552 INFO [train.py:927] (5/8) Epoch 7, batch 21250, giga_loss[loss=0.1821, simple_loss=0.2607, pruned_loss=0.05173, over 12416.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04608, over 34.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.295, pruned_loss=0.06793, over 2472836.13 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06277, over 16883.15 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3103, pruned_loss=0.07963, over 2467327.71 frames. utt_duration=1220 frames, utt_pad_proportion=0.06575, over 8100.61 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2939, pruned_loss=0.06646, over 2473617.03 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06362, over 18182.81 utterances.], batch size: 34, lr: 4.64e-04
2022-08-24 11:40:00,830 INFO [train.py:927] (5/8) Epoch 7, batch 21300, giga_loss[loss=0.2168, simple_loss=0.2922, pruned_loss=0.07066, over 12411.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04933, over 161.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2918, pruned_loss=0.06644, over 2473448.68 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06084, over 16567.08 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3111, pruned_loss=0.0799, over 2467451.32 frames. utt_duration=1223 frames, utt_pad_proportion=0.06503, over 8083.24 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.29, pruned_loss=0.06485, over 2474024.17 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06194, over 17728.53 utterances.], batch size: 161, lr: 4.64e-04
2022-08-24 11:41:40,108 INFO [train.py:927] (5/8) Epoch 7, batch 21350, giga_loss[loss=0.1847, simple_loss=0.2587, pruned_loss=0.05531, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03723, over 28.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2881, pruned_loss=0.06515, over 2472991.69 frames. utt_duration=633.4 frames, utt_pad_proportion=0.05646, over 15654.69 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3108, pruned_loss=0.07978, over 2467676.09 frames. utt_duration=1221 frames, utt_pad_proportion=0.06454, over 8094.84 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2862, pruned_loss=0.06353, over 2473422.09 frames. utt_duration=589.3 frames, utt_pad_proportion=0.05774, over 16831.09 utterances.], batch size: 28, lr: 4.64e-04
2022-08-24 11:43:25,204 INFO [train.py:927] (5/8) Epoch 7, batch 21400, giga_loss[loss=0.191, simple_loss=0.269, pruned_loss=0.05654, over 12336.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03197, over 51.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2854, pruned_loss=0.06417, over 2472714.56 frames. utt_duration=642.5 frames, utt_pad_proportion=0.05324, over 15430.90 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3107, pruned_loss=0.07972, over 2467824.87 frames. utt_duration=1224 frames, utt_pad_proportion=0.06381, over 8076.51 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2837, pruned_loss=0.06274, over 2472983.27 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05474, over 16479.88 utterances.], batch size: 51, lr: 4.64e-04
2022-08-24 11:45:07,416 INFO [train.py:927] (5/8) Epoch 7, batch 21450, giga_loss[loss=0.1944, simple_loss=0.2758, pruned_loss=0.05656, over 12447.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03401, over 86.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2819, pruned_loss=0.06275, over 2472561.95 frames. utt_duration=652.8 frames, utt_pad_proportion=0.05419, over 15184.59 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3101, pruned_loss=0.07953, over 2467504.92 frames. utt_duration=1230 frames, utt_pad_proportion=0.0631, over 8033.30 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2806, pruned_loss=0.0615, over 2473143.31 frames. utt_duration=613 frames, utt_pad_proportion=0.05557, over 16177.69 utterances.], batch size: 86, lr: 4.63e-04
2022-08-24 11:46:52,419 INFO [train.py:927] (5/8) Epoch 7, batch 21500, giga_loss[loss=0.2035, simple_loss=0.291, pruned_loss=0.05795, over 12332.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03413, over 62.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2835, pruned_loss=0.06399, over 2472524.61 frames. utt_duration=636.1 frames, utt_pad_proportion=0.06255, over 15585.55 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3099, pruned_loss=0.07942, over 2467352.11 frames. utt_duration=1224 frames, utt_pad_proportion=0.06556, over 8070.87 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2816, pruned_loss=0.06248, over 2473330.69 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06203, over 16605.77 utterances.], batch size: 62, lr: 4.63e-04
2022-08-24 11:48:36,974 INFO [train.py:927] (5/8) Epoch 7, batch 21550, giga_loss[loss=0.2654, simple_loss=0.3379, pruned_loss=0.09647, over 12414.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03917, over 105.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2899, pruned_loss=0.06767, over 2471590.39 frames. utt_duration=612.4 frames, utt_pad_proportion=0.06187, over 16183.65 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3101, pruned_loss=0.07922, over 2466977.15 frames. utt_duration=1228 frames, utt_pad_proportion=0.06459, over 8042.66 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2879, pruned_loss=0.06641, over 2472664.62 frames. utt_duration=577.7 frames, utt_pad_proportion=0.0619, over 17165.40 utterances.], batch size: 105, lr: 4.63e-04
2022-08-24 11:50:18,576 INFO [train.py:927] (5/8) Epoch 7, batch 21600, giga_loss[loss=0.2106, simple_loss=0.2938, pruned_loss=0.06371, over 12474.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.0368, over 34.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2949, pruned_loss=0.06957, over 2471363.92 frames. utt_duration=615 frames, utt_pad_proportion=0.05737, over 16114.45 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.31, pruned_loss=0.07926, over 2466734.97 frames. utt_duration=1234 frames, utt_pad_proportion=0.06316, over 8008.76 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2928, pruned_loss=0.06823, over 2472560.98 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05818, over 17137.99 utterances.], batch size: 34, lr: 4.63e-04
2022-08-24 11:52:03,113 INFO [train.py:927] (5/8) Epoch 7, batch 21650, giga_loss[loss=0.243, simple_loss=0.3216, pruned_loss=0.08222, over 12359.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.032, over 97.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3008, pruned_loss=0.07166, over 2471265.85 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05983, over 16511.15 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3101, pruned_loss=0.07938, over 2466961.29 frames. utt_duration=1223 frames, utt_pad_proportion=0.0668, over 8080.32 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.2989, pruned_loss=0.07039, over 2472083.59 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05891, over 17367.47 utterances.], batch size: 97, lr: 4.63e-04
2022-08-24 11:53:44,744 INFO [train.py:927] (5/8) Epoch 7, batch 21700, giga_loss[loss=0.1937, simple_loss=0.2763, pruned_loss=0.05554, over 12353.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03521, over 104.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3035, pruned_loss=0.07234, over 2471452.26 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06247, over 17106.75 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3095, pruned_loss=0.07903, over 2467115.63 frames. utt_duration=1227 frames, utt_pad_proportion=0.06554, over 8051.21 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3024, pruned_loss=0.07141, over 2472091.26 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06211, over 18099.91 utterances.], batch size: 104, lr: 4.63e-04
2022-08-24 11:55:26,557 INFO [train.py:927] (5/8) Epoch 7, batch 21750, giga_loss[loss=0.2675, simple_loss=0.3406, pruned_loss=0.09715, over 12421.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06707, over 184.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3033, pruned_loss=0.07104, over 2471074.88 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06231, over 17834.63 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3091, pruned_loss=0.07871, over 2467086.15 frames. utt_duration=1233 frames, utt_pad_proportion=0.06473, over 8014.48 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3025, pruned_loss=0.07045, over 2471684.29 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06235, over 18823.55 utterances.], batch size: 184, lr: 4.63e-04
2022-08-24 11:57:10,629 INFO [train.py:927] (5/8) Epoch 7, batch 21800, giga_loss[loss=0.2153, simple_loss=0.3063, pruned_loss=0.06215, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02672, over 45.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3055, pruned_loss=0.072, over 2472145.61 frames. utt_duration=529.6 frames, utt_pad_proportion=0.0656, over 18723.37 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3093, pruned_loss=0.07878, over 2466987.24 frames. utt_duration=1231 frames, utt_pad_proportion=0.064, over 8024.74 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3046, pruned_loss=0.07132, over 2472835.83 frames. utt_duration=503.1 frames, utt_pad_proportion=0.0657, over 19720.94 utterances.], batch size: 45, lr: 4.63e-04
2022-08-24 11:58:55,437 INFO [train.py:927] (5/8) Epoch 7, batch 21850, giga_loss[loss=0.2987, simple_loss=0.3555, pruned_loss=0.1209, over 12367.00 frames. utt_duration=191 frames, utt_pad_proportion=0.1157, over 261.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3091, pruned_loss=0.07385, over 2472260.32 frames. utt_duration=532.8 frames, utt_pad_proportion=0.0658, over 18613.12 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3104, pruned_loss=0.07935, over 2467301.75 frames. utt_duration=1218 frames, utt_pad_proportion=0.06708, over 8114.16 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3073, pruned_loss=0.07267, over 2472640.18 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06463, over 19569.94 utterances.], batch size: 261, lr: 4.63e-04
2022-08-24 12:00:45,040 INFO [train.py:927] (5/8) Epoch 7, batch 21900, giga_loss[loss=0.2269, simple_loss=0.3064, pruned_loss=0.07372, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0314, over 42.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3103, pruned_loss=0.07519, over 2472542.42 frames. utt_duration=523.5 frames, utt_pad_proportion=0.07003, over 18945.13 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3105, pruned_loss=0.07934, over 2467274.75 frames. utt_duration=1210 frames, utt_pad_proportion=0.07009, over 8166.32 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3089, pruned_loss=0.07415, over 2473020.54 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06786, over 19896.71 utterances.], batch size: 42, lr: 4.63e-04
2022-08-24 12:02:26,008 INFO [train.py:927] (5/8) Epoch 7, batch 21950, giga_loss[loss=0.2347, simple_loss=0.3171, pruned_loss=0.07617, over 12399.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04051, over 31.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3107, pruned_loss=0.07587, over 2472554.67 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06719, over 18342.85 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.31, pruned_loss=0.07927, over 2466746.10 frames. utt_duration=1219 frames, utt_pad_proportion=0.06807, over 8106.76 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.31, pruned_loss=0.07495, over 2473584.51 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06628, over 19543.40 utterances.], batch size: 31, lr: 4.63e-04
2022-08-24 12:04:11,015 INFO [train.py:927] (5/8) Epoch 7, batch 22000, giga_loss[loss=0.2343, simple_loss=0.3166, pruned_loss=0.07606, over 12325.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.05056, over 26.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3121, pruned_loss=0.07576, over 2471822.07 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06423, over 17526.55 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3102, pruned_loss=0.07945, over 2466798.17 frames. utt_duration=1208 frames, utt_pad_proportion=0.07235, over 8181.28 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3113, pruned_loss=0.07485, over 2472633.90 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06204, over 18493.22 utterances.], batch size: 26, lr: 4.63e-04
2022-08-24 12:05:54,209 INFO [train.py:927] (5/8) Epoch 7, batch 22050, giga_loss[loss=0.2822, simple_loss=0.3477, pruned_loss=0.1083, over 12357.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04045, over 145.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3115, pruned_loss=0.07573, over 2471532.43 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06312, over 16895.74 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3098, pruned_loss=0.07931, over 2466703.37 frames. utt_duration=1215 frames, utt_pad_proportion=0.07042, over 8127.70 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3114, pruned_loss=0.07498, over 2472466.31 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06201, over 18054.86 utterances.], batch size: 145, lr: 4.63e-04
2022-08-24 12:07:40,110 INFO [train.py:927] (5/8) Epoch 7, batch 22100, giga_loss[loss=0.1999, simple_loss=0.2848, pruned_loss=0.05745, over 12421.00 frames. utt_duration=905 frames, utt_pad_proportion=0.03103, over 55.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3094, pruned_loss=0.07497, over 2471913.60 frames. utt_duration=596.6 frames, utt_pad_proportion=0.06485, over 16615.36 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.31, pruned_loss=0.07957, over 2466740.17 frames. utt_duration=1206 frames, utt_pad_proportion=0.07373, over 8190.37 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3091, pruned_loss=0.07403, over 2472706.22 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06221, over 17637.24 utterances.], batch size: 55, lr: 4.63e-04
2022-08-24 12:09:20,668 INFO [train.py:927] (5/8) Epoch 7, batch 22150, giga_loss[loss=0.2259, simple_loss=0.3039, pruned_loss=0.07397, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03943, over 37.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3079, pruned_loss=0.07424, over 2471279.54 frames. utt_duration=637.2 frames, utt_pad_proportion=0.0604, over 15550.41 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3087, pruned_loss=0.07885, over 2466613.84 frames. utt_duration=1218 frames, utt_pad_proportion=0.07116, over 8109.03 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3087, pruned_loss=0.07388, over 2472276.72 frames. utt_duration=587.9 frames, utt_pad_proportion=0.05935, over 16862.95 utterances.], batch size: 37, lr: 4.63e-04
2022-08-24 12:11:04,482 INFO [train.py:927] (5/8) Epoch 7, batch 22200, giga_loss[loss=0.2377, simple_loss=0.3263, pruned_loss=0.07453, over 12392.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02682, over 91.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3083, pruned_loss=0.07409, over 2470860.04 frames. utt_duration=630.8 frames, utt_pad_proportion=0.06028, over 15704.12 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3085, pruned_loss=0.07878, over 2466838.45 frames. utt_duration=1218 frames, utt_pad_proportion=0.07101, over 8112.37 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3091, pruned_loss=0.07381, over 2471504.58 frames. utt_duration=588.6 frames, utt_pad_proportion=0.05943, over 16838.65 utterances.], batch size: 91, lr: 4.62e-04
2022-08-24 12:12:45,524 INFO [train.py:927] (5/8) Epoch 7, batch 22250, giga_loss[loss=0.2677, simple_loss=0.3482, pruned_loss=0.09365, over 12282.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02655, over 54.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3076, pruned_loss=0.07348, over 2470887.92 frames. utt_duration=651.6 frames, utt_pad_proportion=0.06089, over 15202.15 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3085, pruned_loss=0.0787, over 2467099.99 frames. utt_duration=1218 frames, utt_pad_proportion=0.07059, over 8109.36 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3083, pruned_loss=0.07322, over 2471251.76 frames. utt_duration=608.4 frames, utt_pad_proportion=0.06027, over 16286.24 utterances.], batch size: 54, lr: 4.62e-04
2022-08-24 12:14:30,169 INFO [train.py:927] (5/8) Epoch 7, batch 22300, giga_loss[loss=0.2112, simple_loss=0.2947, pruned_loss=0.06385, over 12343.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03613, over 104.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3058, pruned_loss=0.073, over 2471424.34 frames. utt_duration=624.5 frames, utt_pad_proportion=0.06149, over 15868.20 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3086, pruned_loss=0.07869, over 2467146.98 frames. utt_duration=1221 frames, utt_pad_proportion=0.06989, over 8089.76 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3062, pruned_loss=0.07273, over 2471729.45 frames. utt_duration=588.4 frames, utt_pad_proportion=0.06122, over 16844.85 utterances.], batch size: 104, lr: 4.62e-04
2022-08-24 12:16:11,194 INFO [train.py:927] (5/8) Epoch 7, batch 22350, giga_loss[loss=0.2609, simple_loss=0.3392, pruned_loss=0.09127, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04295, over 34.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3046, pruned_loss=0.07273, over 2471825.33 frames. utt_duration=636.5 frames, utt_pad_proportion=0.05807, over 15570.73 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3086, pruned_loss=0.07865, over 2467064.94 frames. utt_duration=1229 frames, utt_pad_proportion=0.06847, over 8041.69 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3049, pruned_loss=0.07239, over 2472285.65 frames. utt_duration=597 frames, utt_pad_proportion=0.05856, over 16606.81 utterances.], batch size: 34, lr: 4.62e-04
2022-08-24 12:17:53,554 INFO [train.py:927] (5/8) Epoch 7, batch 22400, giga_loss[loss=0.2114, simple_loss=0.2878, pruned_loss=0.06754, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03037, over 42.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3016, pruned_loss=0.07161, over 2471354.25 frames. utt_duration=645.9 frames, utt_pad_proportion=0.05552, over 15340.03 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3083, pruned_loss=0.0786, over 2466890.97 frames. utt_duration=1230 frames, utt_pad_proportion=0.06806, over 8031.37 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.302, pruned_loss=0.07126, over 2471995.62 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05616, over 16347.50 utterances.], batch size: 42, lr: 4.62e-04
2022-08-24 12:19:37,627 INFO [train.py:927] (5/8) Epoch 7, batch 22450, giga_loss[loss=0.2172, simple_loss=0.2917, pruned_loss=0.07136, over 12374.00 frames. utt_duration=620.3 frames, utt_pad_proportion=0.03528, over 80.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.2991, pruned_loss=0.07076, over 2471947.09 frames. utt_duration=660.2 frames, utt_pad_proportion=0.05527, over 15010.84 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3087, pruned_loss=0.07884, over 2467394.38 frames. utt_duration=1220 frames, utt_pad_proportion=0.07068, over 8102.24 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2988, pruned_loss=0.07001, over 2472172.80 frames. utt_duration=618.9 frames, utt_pad_proportion=0.0542, over 16015.76 utterances.], batch size: 80, lr: 4.62e-04
2022-08-24 12:21:17,600 INFO [train.py:927] (5/8) Epoch 7, batch 22500, giga_loss[loss=0.2435, simple_loss=0.3254, pruned_loss=0.08082, over 12381.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06452, over 183.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2968, pruned_loss=0.06961, over 2470892.85 frames. utt_duration=664.6 frames, utt_pad_proportion=0.05593, over 14905.43 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3083, pruned_loss=0.07858, over 2467328.51 frames. utt_duration=1222 frames, utt_pad_proportion=0.06999, over 8086.37 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2966, pruned_loss=0.069, over 2471225.97 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05517, over 15902.05 utterances.], batch size: 183, lr: 4.62e-04
2022-08-24 12:22:59,725 INFO [train.py:927] (5/8) Epoch 7, batch 22550, giga_loss[loss=0.2148, simple_loss=0.3046, pruned_loss=0.06249, over 12451.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03269, over 105.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2983, pruned_loss=0.06976, over 2472096.44 frames. utt_duration=606.1 frames, utt_pad_proportion=0.061, over 16356.33 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3082, pruned_loss=0.07854, over 2467607.27 frames. utt_duration=1226 frames, utt_pad_proportion=0.06867, over 8057.63 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.298, pruned_loss=0.06909, over 2472197.22 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06064, over 17361.69 utterances.], batch size: 105, lr: 4.62e-04
2022-08-24 12:24:42,116 INFO [train.py:927] (5/8) Epoch 7, batch 22600, giga_loss[loss=0.2124, simple_loss=0.3038, pruned_loss=0.06046, over 12365.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03902, over 113.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3005, pruned_loss=0.06998, over 2472964.03 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06564, over 17777.54 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3085, pruned_loss=0.07877, over 2467596.13 frames. utt_duration=1215 frames, utt_pad_proportion=0.07226, over 8133.94 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2999, pruned_loss=0.06916, over 2473139.79 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06389, over 18633.29 utterances.], batch size: 113, lr: 4.62e-04
2022-08-24 12:26:23,191 INFO [train.py:927] (5/8) Epoch 7, batch 22650, giga_loss[loss=0.2228, simple_loss=0.3081, pruned_loss=0.06876, over 12427.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04863, over 147.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3005, pruned_loss=0.06912, over 2473622.78 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06281, over 18082.27 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3087, pruned_loss=0.07901, over 2467886.02 frames. utt_duration=1206 frames, utt_pad_proportion=0.07533, over 8192.37 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2996, pruned_loss=0.06797, over 2473653.29 frames. utt_duration=522.6 frames, utt_pad_proportion=0.0602, over 18988.41 utterances.], batch size: 147, lr: 4.62e-04
2022-08-24 12:28:07,757 INFO [train.py:927] (5/8) Epoch 7, batch 22700, giga_loss[loss=0.2412, simple_loss=0.3217, pruned_loss=0.08035, over 12444.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04113, over 34.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3001, pruned_loss=0.06885, over 2473699.17 frames. utt_duration=565.7 frames, utt_pad_proportion=0.0588, over 17538.57 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3084, pruned_loss=0.07888, over 2467839.11 frames. utt_duration=1207 frames, utt_pad_proportion=0.07442, over 8185.62 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2994, pruned_loss=0.06779, over 2473946.01 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05705, over 18537.89 utterances.], batch size: 34, lr: 4.62e-04
2022-08-24 12:29:49,882 INFO [train.py:927] (5/8) Epoch 7, batch 22750, giga_loss[loss=0.2152, simple_loss=0.294, pruned_loss=0.06822, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02641, over 45.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.301, pruned_loss=0.06934, over 2474034.52 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05873, over 17538.90 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3088, pruned_loss=0.07912, over 2467928.88 frames. utt_duration=1198 frames, utt_pad_proportion=0.07772, over 8248.61 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3, pruned_loss=0.0681, over 2474273.53 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05579, over 18443.63 utterances.], batch size: 45, lr: 4.62e-04
2022-08-24 12:31:31,209 INFO [train.py:927] (5/8) Epoch 7, batch 22800, giga_loss[loss=0.2317, simple_loss=0.3133, pruned_loss=0.07508, over 12365.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03279, over 51.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3044, pruned_loss=0.07069, over 2474177.02 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05627, over 17014.43 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3098, pruned_loss=0.07911, over 2468373.80 frames. utt_duration=1201 frames, utt_pad_proportion=0.07637, over 8228.36 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3025, pruned_loss=0.06948, over 2474119.28 frames. utt_duration=551.2 frames, utt_pad_proportion=0.0543, over 18002.73 utterances.], batch size: 51, lr: 4.62e-04
2022-08-24 12:33:14,937 INFO [train.py:927] (5/8) Epoch 7, batch 22850, giga_loss[loss=0.2092, simple_loss=0.2927, pruned_loss=0.06286, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02952, over 42.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3045, pruned_loss=0.07043, over 2474438.03 frames. utt_duration=584.1 frames, utt_pad_proportion=0.05628, over 16989.05 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3095, pruned_loss=0.07893, over 2468373.72 frames. utt_duration=1206 frames, utt_pad_proportion=0.07528, over 8198.94 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3032, pruned_loss=0.06949, over 2474488.02 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05501, over 17952.68 utterances.], batch size: 42, lr: 4.62e-04
2022-08-24 12:34:57,101 INFO [train.py:927] (5/8) Epoch 7, batch 22900, giga_loss[loss=0.2168, simple_loss=0.2928, pruned_loss=0.07038, over 12427.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03766, over 40.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3045, pruned_loss=0.07065, over 2474318.43 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05592, over 16666.94 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3094, pruned_loss=0.07897, over 2468200.15 frames. utt_duration=1211 frames, utt_pad_proportion=0.07332, over 8165.61 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3034, pruned_loss=0.06958, over 2474711.24 frames. utt_duration=559.2 frames, utt_pad_proportion=0.05554, over 17749.69 utterances.], batch size: 40, lr: 4.62e-04
2022-08-24 12:36:37,877 INFO [train.py:927] (5/8) Epoch 7, batch 22950, giga_loss[loss=0.2059, simple_loss=0.2844, pruned_loss=0.06371, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03549, over 40.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3015, pruned_loss=0.06945, over 2474280.63 frames. utt_duration=582.7 frames, utt_pad_proportion=0.06075, over 17029.57 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3094, pruned_loss=0.07897, over 2468261.15 frames. utt_duration=1212 frames, utt_pad_proportion=0.07304, over 8158.78 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3007, pruned_loss=0.06858, over 2474563.03 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06031, over 17918.34 utterances.], batch size: 40, lr: 4.62e-04
2022-08-24 12:38:20,870 INFO [train.py:927] (5/8) Epoch 7, batch 23000, libri_loss[loss=0.2162, simple_loss=0.2822, pruned_loss=0.07512, over 12224.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006334, over 31.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3012, pruned_loss=0.06869, over 2473964.29 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05916, over 17414.15 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.309, pruned_loss=0.07887, over 2468172.50 frames. utt_duration=1214 frames, utt_pad_proportion=0.07179, over 8139.09 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3006, pruned_loss=0.06777, over 2474448.36 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05923, over 18432.17 utterances.], batch size: 31, lr: 4.61e-04
2022-08-24 12:40:03,198 INFO [train.py:927] (5/8) Epoch 7, batch 23050, giga_loss[loss=0.2305, simple_loss=0.3177, pruned_loss=0.07168, over 12367.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04067, over 113.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3014, pruned_loss=0.06833, over 2474364.70 frames. utt_duration=567.1 frames, utt_pad_proportion=0.05999, over 17497.92 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3088, pruned_loss=0.07868, over 2468325.81 frames. utt_duration=1220 frames, utt_pad_proportion=0.07022, over 8105.37 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3009, pruned_loss=0.0675, over 2474781.04 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06052, over 18601.31 utterances.], batch size: 113, lr: 4.61e-04
2022-08-24 12:41:43,444 INFO [train.py:927] (5/8) Epoch 7, batch 23100, giga_loss[loss=0.1935, simple_loss=0.2805, pruned_loss=0.05324, over 12396.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02646, over 66.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3002, pruned_loss=0.06842, over 2474189.11 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06289, over 18086.19 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3081, pruned_loss=0.07815, over 2468501.07 frames. utt_duration=1226 frames, utt_pad_proportion=0.06899, over 8062.17 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3003, pruned_loss=0.06803, over 2474504.21 frames. utt_duration=516 frames, utt_pad_proportion=0.06359, over 19237.59 utterances.], batch size: 66, lr: 4.61e-04
2022-08-24 12:43:20,713 INFO [train.py:927] (5/8) Epoch 7, batch 23150, giga_loss[loss=0.1951, simple_loss=0.2802, pruned_loss=0.05503, over 12346.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03298, over 58.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2969, pruned_loss=0.06785, over 2473543.33 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06083, over 17326.54 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.307, pruned_loss=0.0777, over 2468427.60 frames. utt_duration=1237 frames, utt_pad_proportion=0.06755, over 7993.06 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2976, pruned_loss=0.06763, over 2474043.41 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06199, over 18607.14 utterances.], batch size: 58, lr: 4.61e-04
2022-08-24 12:45:04,781 INFO [train.py:927] (5/8) Epoch 7, batch 23200, giga_loss[loss=0.2223, simple_loss=0.2969, pruned_loss=0.07382, over 12345.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03288, over 97.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2949, pruned_loss=0.06747, over 2473818.90 frames. utt_duration=580 frames, utt_pad_proportion=0.05785, over 17103.82 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.307, pruned_loss=0.0777, over 2468427.60 frames. utt_duration=1237 frames, utt_pad_proportion=0.06755, over 7993.06 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2954, pruned_loss=0.0673, over 2474208.12 frames. utt_duration=548.3 frames, utt_pad_proportion=0.05894, over 18100.53 utterances.], batch size: 97, lr: 4.61e-04
2022-08-24 12:46:46,061 INFO [train.py:927] (5/8) Epoch 7, batch 23250, giga_loss[loss=0.1762, simple_loss=0.2588, pruned_loss=0.04683, over 12427.00 frames. utt_duration=858.4 frames, utt_pad_proportion=0.02678, over 58.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2921, pruned_loss=0.06648, over 2474203.41 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05829, over 17067.57 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3079, pruned_loss=0.07827, over 2468535.93 frames. utt_duration=1228 frames, utt_pad_proportion=0.0693, over 8052.38 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2912, pruned_loss=0.06542, over 2474559.43 frames. utt_duration=548 frames, utt_pad_proportion=0.0582, over 18113.60 utterances.], batch size: 58, lr: 4.61e-04
2022-08-24 12:48:24,561 INFO [train.py:927] (5/8) Epoch 7, batch 23300, giga_loss[loss=0.1996, simple_loss=0.2754, pruned_loss=0.06193, over 12302.00 frames. utt_duration=795.2 frames, utt_pad_proportion=0.03607, over 62.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2909, pruned_loss=0.06563, over 2473951.85 frames. utt_duration=585.1 frames, utt_pad_proportion=0.06001, over 16956.79 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3082, pruned_loss=0.07822, over 2468540.02 frames. utt_duration=1233 frames, utt_pad_proportion=0.06831, over 8020.59 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2897, pruned_loss=0.06462, over 2474324.76 frames. utt_duration=552 frames, utt_pad_proportion=0.06021, over 17978.10 utterances.], batch size: 62, lr: 4.61e-04
2022-08-24 12:50:05,550 INFO [train.py:927] (5/8) Epoch 7, batch 23350, giga_loss[loss=0.2248, simple_loss=0.3019, pruned_loss=0.07387, over 12461.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03744, over 37.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2941, pruned_loss=0.06702, over 2474049.05 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06521, over 17858.24 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3081, pruned_loss=0.07814, over 2468548.15 frames. utt_duration=1232 frames, utt_pad_proportion=0.06775, over 8022.38 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2929, pruned_loss=0.06601, over 2474461.86 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06529, over 18897.81 utterances.], batch size: 37, lr: 4.61e-04
2022-08-24 12:51:46,899 INFO [train.py:927] (5/8) Epoch 7, batch 23400, giga_loss[loss=0.2483, simple_loss=0.3248, pruned_loss=0.0859, over 12394.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05851, over 182.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2965, pruned_loss=0.0676, over 2473572.69 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06099, over 17724.80 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.308, pruned_loss=0.07812, over 2468495.31 frames. utt_duration=1232 frames, utt_pad_proportion=0.06755, over 8023.22 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2955, pruned_loss=0.06672, over 2473979.04 frames. utt_duration=532.8 frames, utt_pad_proportion=0.0613, over 18624.80 utterances.], batch size: 182, lr: 4.61e-04
2022-08-24 12:53:33,058 INFO [train.py:927] (5/8) Epoch 7, batch 23450, giga_loss[loss=0.2724, simple_loss=0.3432, pruned_loss=0.1008, over 12388.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03228, over 122.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3005, pruned_loss=0.07081, over 2473737.04 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06354, over 18098.55 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3079, pruned_loss=0.07799, over 2468513.08 frames. utt_duration=1234 frames, utt_pad_proportion=0.06652, over 8009.95 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.2996, pruned_loss=0.07005, over 2474119.45 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06401, over 18994.76 utterances.], batch size: 122, lr: 4.61e-04
2022-08-24 12:55:16,924 INFO [train.py:927] (5/8) Epoch 7, batch 23500, giga_loss[loss=0.2992, simple_loss=0.3599, pruned_loss=0.1192, over 12394.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07743, over 213.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3091, pruned_loss=0.07608, over 2474260.44 frames. utt_duration=533.3 frames, utt_pad_proportion=0.05997, over 18609.92 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3077, pruned_loss=0.07791, over 2468294.51 frames. utt_duration=1235 frames, utt_pad_proportion=0.06628, over 8001.90 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3085, pruned_loss=0.07552, over 2474755.34 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06054, over 19357.60 utterances.], batch size: 213, lr: 4.61e-04
2022-08-24 12:57:01,859 INFO [train.py:927] (5/8) Epoch 7, batch 23550, giga_loss[loss=0.2192, simple_loss=0.3075, pruned_loss=0.06544, over 12431.00 frames. utt_duration=803.4 frames, utt_pad_proportion=0.02742, over 62.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3173, pruned_loss=0.08219, over 2475047.43 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06296, over 19580.31 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3084, pruned_loss=0.07811, over 2468353.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.06553, over 8017.56 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3164, pruned_loss=0.0816, over 2475519.03 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06357, over 20423.96 utterances.], batch size: 62, lr: 4.61e-04
2022-08-24 12:58:47,614 INFO [train.py:927] (5/8) Epoch 7, batch 23600, giga_loss[loss=0.2674, simple_loss=0.3421, pruned_loss=0.0963, over 12368.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02606, over 66.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3236, pruned_loss=0.08749, over 2475607.41 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06447, over 20119.41 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.308, pruned_loss=0.0779, over 2468723.84 frames. utt_duration=1235 frames, utt_pad_proportion=0.06435, over 8003.30 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3234, pruned_loss=0.08733, over 2475799.12 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06525, over 21059.69 utterances.], batch size: 66, lr: 4.61e-04
2022-08-24 13:00:34,243 INFO [train.py:927] (5/8) Epoch 7, batch 23650, libri_loss[loss=0.1926, simple_loss=0.2667, pruned_loss=0.05923, over 12256.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.02618, over 27.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3277, pruned_loss=0.09191, over 2475212.08 frames. utt_duration=465.4 frames, utt_pad_proportion=0.077, over 21341.45 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3078, pruned_loss=0.07791, over 2468713.31 frames. utt_duration=1228 frames, utt_pad_proportion=0.06746, over 8053.33 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3284, pruned_loss=0.09219, over 2475574.48 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07635, over 22441.19 utterances.], batch size: 27, lr: 4.61e-04
2022-08-24 13:02:20,725 INFO [train.py:927] (5/8) Epoch 7, batch 23700, giga_loss[loss=0.3053, simple_loss=0.3699, pruned_loss=0.1204, over 12302.00 frames. utt_duration=912.7 frames, utt_pad_proportion=0.02485, over 54.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3332, pruned_loss=0.09638, over 2475552.43 frames. utt_duration=454.5 frames, utt_pad_proportion=0.08065, over 21855.72 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3078, pruned_loss=0.07793, over 2468598.03 frames. utt_duration=1229 frames, utt_pad_proportion=0.06705, over 8046.66 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.334, pruned_loss=0.09681, over 2476016.34 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08018, over 22913.16 utterances.], batch size: 54, lr: 4.61e-04
2022-08-24 13:04:04,711 INFO [train.py:927] (5/8) Epoch 7, batch 23750, giga_loss[loss=0.2474, simple_loss=0.3202, pruned_loss=0.08728, over 12374.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03209, over 51.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3326, pruned_loss=0.09628, over 2474664.82 frames. utt_duration=471 frames, utt_pad_proportion=0.08249, over 21082.52 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3082, pruned_loss=0.07808, over 2468598.95 frames. utt_duration=1217 frames, utt_pad_proportion=0.07075, over 8122.18 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3332, pruned_loss=0.09675, over 2475118.65 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08107, over 22033.58 utterances.], batch size: 51, lr: 4.61e-04
2022-08-24 13:05:50,587 INFO [train.py:927] (5/8) Epoch 7, batch 23800, giga_loss[loss=0.2529, simple_loss=0.325, pruned_loss=0.09036, over 12320.00 frames. utt_duration=625.4 frames, utt_pad_proportion=0.02732, over 79.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3345, pruned_loss=0.09722, over 2474610.50 frames. utt_duration=449.9 frames, utt_pad_proportion=0.0851, over 22074.43 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3087, pruned_loss=0.07831, over 2468576.72 frames. utt_duration=1207 frames, utt_pad_proportion=0.07415, over 8193.58 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3348, pruned_loss=0.09756, over 2475041.34 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08301, over 22878.50 utterances.], batch size: 79, lr: 4.60e-04
2022-08-24 13:07:32,212 INFO [train.py:927] (5/8) Epoch 7, batch 23850, giga_loss[loss=0.2989, simple_loss=0.3611, pruned_loss=0.1183, over 12404.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05085, over 161.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3343, pruned_loss=0.09691, over 2473859.17 frames. utt_duration=459 frames, utt_pad_proportion=0.08397, over 21626.88 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3088, pruned_loss=0.07851, over 2468348.49 frames. utt_duration=1205 frames, utt_pad_proportion=0.07571, over 8204.91 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3358, pruned_loss=0.09795, over 2474724.49 frames. utt_duration=432.8 frames, utt_pad_proportion=0.08183, over 22951.76 utterances.], batch size: 161, lr: 4.60e-04
2022-08-24 13:09:26,561 INFO [train.py:927] (5/8) Epoch 7, batch 23900, libri_loss[loss=0.1848, simple_loss=0.2656, pruned_loss=0.05203, over 12228.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005342, over 31.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3317, pruned_loss=0.09371, over 2473803.88 frames. utt_duration=470 frames, utt_pad_proportion=0.07893, over 21120.36 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3084, pruned_loss=0.07828, over 2468274.49 frames. utt_duration=1207 frames, utt_pad_proportion=0.07458, over 8187.91 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3336, pruned_loss=0.09506, over 2474674.91 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07787, over 22450.96 utterances.], batch size: 31, lr: 4.60e-04
2022-08-24 13:11:10,984 INFO [train.py:927] (5/8) Epoch 7, batch 23950, giga_loss[loss=0.2486, simple_loss=0.3225, pruned_loss=0.08738, over 12421.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03971, over 37.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3297, pruned_loss=0.09164, over 2473901.10 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07883, over 21363.93 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3086, pruned_loss=0.07831, over 2468308.27 frames. utt_duration=1208 frames, utt_pad_proportion=0.07344, over 8180.54 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3317, pruned_loss=0.093, over 2474669.46 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07844, over 22733.46 utterances.], batch size: 37, lr: 4.60e-04
2022-08-24 13:12:55,494 INFO [train.py:927] (5/8) Epoch 7, batch 24000, giga_loss[loss=0.2384, simple_loss=0.328, pruned_loss=0.07442, over 12359.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03292, over 62.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3287, pruned_loss=0.09063, over 2474218.48 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07669, over 21150.14 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3088, pruned_loss=0.07839, over 2468462.17 frames. utt_duration=1194 frames, utt_pad_proportion=0.07753, over 8278.48 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3303, pruned_loss=0.09179, over 2474772.42 frames. utt_duration=445 frames, utt_pad_proportion=0.07511, over 22316.82 utterances.], batch size: 62, lr: 4.60e-04
2022-08-24 13:12:55,495 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 13:13:10,167 INFO [train.py:967] (5/8) 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] (5/8) Epoch 7, batch 24050, giga_loss[loss=0.2447, simple_loss=0.3235, pruned_loss=0.08298, over 12423.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03687, over 113.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3272, pruned_loss=0.08958, over 2473278.10 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07792, over 20945.54 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3087, pruned_loss=0.07813, over 2468362.40 frames. utt_duration=1194 frames, utt_pad_proportion=0.07678, over 8278.20 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.329, pruned_loss=0.09102, over 2473943.79 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07691, over 22173.82 utterances.], batch size: 113, lr: 4.60e-04
2022-08-24 13:16:52,012 INFO [train.py:927] (5/8) Epoch 7, batch 24100, giga_loss[loss=0.2523, simple_loss=0.3309, pruned_loss=0.08686, over 12370.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07556, over 212.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3262, pruned_loss=0.087, over 2473100.33 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07228, over 20089.79 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3083, pruned_loss=0.07794, over 2468042.75 frames. utt_duration=1199 frames, utt_pad_proportion=0.076, over 8247.18 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3282, pruned_loss=0.08842, over 2473947.80 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07199, over 21239.92 utterances.], batch size: 212, lr: 4.60e-04
2022-08-24 13:18:38,238 INFO [train.py:927] (5/8) Epoch 7, batch 24150, giga_loss[loss=0.2321, simple_loss=0.3107, pruned_loss=0.07677, over 12393.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02683, over 70.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3274, pruned_loss=0.08804, over 2473733.19 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07406, over 20237.97 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3085, pruned_loss=0.07816, over 2468328.91 frames. utt_duration=1192 frames, utt_pad_proportion=0.07895, over 8293.00 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3292, pruned_loss=0.08919, over 2474280.78 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07262, over 21369.90 utterances.], batch size: 70, lr: 4.60e-04
2022-08-24 13:20:22,424 INFO [train.py:927] (5/8) Epoch 7, batch 24200, giga_loss[loss=0.3566, simple_loss=0.3913, pruned_loss=0.161, over 12361.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3259, pruned_loss=0.08783, over 2473831.86 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07126, over 19794.52 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3088, pruned_loss=0.07852, over 2468497.80 frames. utt_duration=1171 frames, utt_pad_proportion=0.08557, over 8444.90 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3275, pruned_loss=0.08869, over 2474270.84 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06769, over 20876.03 utterances.], batch size: 258, lr: 4.60e-04
2022-08-24 13:22:08,150 INFO [train.py:927] (5/8) Epoch 7, batch 24250, giga_loss[loss=0.2438, simple_loss=0.3273, pruned_loss=0.08013, over 12412.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03791, over 37.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3239, pruned_loss=0.08695, over 2474294.23 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07372, over 19869.93 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3084, pruned_loss=0.07811, over 2468970.71 frames. utt_duration=1178 frames, utt_pad_proportion=0.0837, over 8394.18 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.326, pruned_loss=0.08827, over 2474362.05 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07132, over 21095.48 utterances.], batch size: 37, lr: 4.60e-04
2022-08-24 13:23:57,031 INFO [train.py:927] (5/8) Epoch 7, batch 24300, giga_loss[loss=0.2693, simple_loss=0.3231, pruned_loss=0.1078, over 12348.00 frames. utt_duration=135 frames, utt_pad_proportion=0.206, over 370.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3234, pruned_loss=0.08538, over 2474262.62 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07302, over 19988.25 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3085, pruned_loss=0.07815, over 2469137.14 frames. utt_duration=1181 frames, utt_pad_proportion=0.08273, over 8374.34 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3252, pruned_loss=0.0865, over 2474223.76 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07145, over 21127.01 utterances.], batch size: 370, lr: 4.60e-04
2022-08-24 13:25:43,833 INFO [train.py:927] (5/8) Epoch 7, batch 24350, giga_loss[loss=0.2081, simple_loss=0.2819, pruned_loss=0.06719, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03325, over 43.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3218, pruned_loss=0.08518, over 2474040.31 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07235, over 19784.10 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3083, pruned_loss=0.07831, over 2468948.60 frames. utt_duration=1192 frames, utt_pad_proportion=0.08003, over 8297.38 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3242, pruned_loss=0.08626, over 2474422.58 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07191, over 21296.10 utterances.], batch size: 43, lr: 4.60e-04
2022-08-24 13:27:27,789 INFO [train.py:927] (5/8) Epoch 7, batch 24400, giga_loss[loss=0.28, simple_loss=0.343, pruned_loss=0.1085, over 12348.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.0327, over 58.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3201, pruned_loss=0.08494, over 2473620.05 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07381, over 19997.77 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3074, pruned_loss=0.07793, over 2468726.51 frames. utt_duration=1196 frames, utt_pad_proportion=0.07911, over 8265.94 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3231, pruned_loss=0.08633, over 2474273.72 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07356, over 21551.10 utterances.], batch size: 58, lr: 4.60e-04
2022-08-24 13:29:14,794 INFO [train.py:927] (5/8) Epoch 7, batch 24450, giga_loss[loss=0.2843, simple_loss=0.3332, pruned_loss=0.1177, over 12374.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2032, over 369.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3195, pruned_loss=0.0851, over 2474179.63 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07726, over 20436.95 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3075, pruned_loss=0.07793, over 2468489.33 frames. utt_duration=1200 frames, utt_pad_proportion=0.07791, over 8237.87 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.322, pruned_loss=0.08633, over 2475005.60 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07724, over 21914.55 utterances.], batch size: 369, lr: 4.60e-04
2022-08-24 13:31:01,711 INFO [train.py:927] (5/8) Epoch 7, batch 24500, giga_loss[loss=0.2703, simple_loss=0.3395, pruned_loss=0.1005, over 12372.00 frames. utt_duration=620.1 frames, utt_pad_proportion=0.03409, over 80.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.319, pruned_loss=0.08487, over 2473980.60 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07122, over 20480.60 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3075, pruned_loss=0.07781, over 2468084.33 frames. utt_duration=1204 frames, utt_pad_proportion=0.07632, over 8207.65 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3214, pruned_loss=0.0862, over 2475220.69 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07207, over 22091.13 utterances.], batch size: 80, lr: 4.60e-04
2022-08-24 13:32:44,164 INFO [train.py:927] (5/8) Epoch 7, batch 24550, giga_loss[loss=0.271, simple_loss=0.3276, pruned_loss=0.1072, over 12391.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3182, pruned_loss=0.08375, over 2474045.72 frames. utt_duration=488.4 frames, utt_pad_proportion=0.0706, over 20322.20 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.307, pruned_loss=0.07761, over 2468173.39 frames. utt_duration=1204 frames, utt_pad_proportion=0.07595, over 8208.28 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3207, pruned_loss=0.0851, over 2475063.10 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07143, over 21817.50 utterances.], batch size: 259, lr: 4.60e-04
2022-08-24 13:34:29,589 INFO [train.py:927] (5/8) Epoch 7, batch 24600, giga_loss[loss=0.2518, simple_loss=0.317, pruned_loss=0.09337, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03636, over 40.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3193, pruned_loss=0.08371, over 2473873.36 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06967, over 19675.37 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3073, pruned_loss=0.07771, over 2468099.85 frames. utt_duration=1201 frames, utt_pad_proportion=0.0762, over 8229.22 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3212, pruned_loss=0.08474, over 2474787.52 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07025, over 20933.08 utterances.], batch size: 40, lr: 4.59e-04
2022-08-24 13:36:14,463 INFO [train.py:927] (5/8) Epoch 7, batch 24650, giga_loss[loss=0.2371, simple_loss=0.3099, pruned_loss=0.08216, over 12328.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03523, over 51.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3224, pruned_loss=0.08628, over 2473816.73 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07571, over 20114.97 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3083, pruned_loss=0.07813, over 2468252.16 frames. utt_duration=1189 frames, utt_pad_proportion=0.07908, over 8311.67 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3234, pruned_loss=0.08693, over 2474586.20 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07476, over 21430.20 utterances.], batch size: 51, lr: 4.59e-04
2022-08-24 13:37:58,927 INFO [train.py:927] (5/8) Epoch 7, batch 24700, giga_loss[loss=0.2347, simple_loss=0.3038, pruned_loss=0.08273, over 12327.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03116, over 91.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.322, pruned_loss=0.08659, over 2474029.12 frames. utt_duration=507.7 frames, utt_pad_proportion=0.07105, over 19547.35 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3084, pruned_loss=0.07828, over 2468282.70 frames. utt_duration=1181 frames, utt_pad_proportion=0.08254, over 8370.23 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.323, pruned_loss=0.08715, over 2474729.59 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06903, over 20793.69 utterances.], batch size: 91, lr: 4.59e-04
2022-08-24 13:39:43,536 INFO [train.py:927] (5/8) Epoch 7, batch 24750, giga_loss[loss=0.2993, simple_loss=0.3446, pruned_loss=0.127, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03709, over 40.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3234, pruned_loss=0.08851, over 2474188.89 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07346, over 20210.64 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3086, pruned_loss=0.0785, over 2468226.64 frames. utt_duration=1181 frames, utt_pad_proportion=0.08219, over 8372.48 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3241, pruned_loss=0.08884, over 2474851.83 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07188, over 21293.20 utterances.], batch size: 40, lr: 4.59e-04
2022-08-24 13:41:27,883 INFO [train.py:927] (5/8) Epoch 7, batch 24800, giga_loss[loss=0.2283, simple_loss=0.3131, pruned_loss=0.07176, over 12382.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3225, pruned_loss=0.0868, over 2474141.11 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06857, over 19920.91 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3086, pruned_loss=0.07854, over 2468448.07 frames. utt_duration=1184 frames, utt_pad_proportion=0.08127, over 8350.97 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3232, pruned_loss=0.08715, over 2474546.35 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0678, over 20943.45 utterances.], batch size: 91, lr: 4.59e-04
2022-08-24 13:43:16,280 INFO [train.py:927] (5/8) Epoch 7, batch 24850, giga_loss[loss=0.2085, simple_loss=0.2913, pruned_loss=0.06289, over 12442.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03378, over 105.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3212, pruned_loss=0.08535, over 2473977.81 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06734, over 19874.11 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3095, pruned_loss=0.07876, over 2468739.32 frames. utt_duration=1186 frames, utt_pad_proportion=0.0801, over 8337.02 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3212, pruned_loss=0.08558, over 2474139.77 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06712, over 20907.53 utterances.], batch size: 105, lr: 4.59e-04
2022-08-24 13:45:00,667 INFO [train.py:927] (5/8) Epoch 7, batch 24900, libri_loss[loss=0.1752, simple_loss=0.252, pruned_loss=0.04925, over 12472.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008775, over 29.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3203, pruned_loss=0.08523, over 2474839.03 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06945, over 20073.05 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3093, pruned_loss=0.07843, over 2468902.76 frames. utt_duration=1190 frames, utt_pad_proportion=0.07893, over 8306.45 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3207, pruned_loss=0.08582, over 2474904.42 frames. utt_duration=470 frames, utt_pad_proportion=0.06952, over 21127.32 utterances.], batch size: 29, lr: 4.59e-04
2022-08-24 13:46:46,041 INFO [train.py:927] (5/8) Epoch 7, batch 24950, giga_loss[loss=0.2554, simple_loss=0.3448, pruned_loss=0.08301, over 12369.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03609, over 122.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3229, pruned_loss=0.08625, over 2475040.82 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06675, over 20085.11 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3092, pruned_loss=0.07859, over 2468823.75 frames. utt_duration=1197 frames, utt_pad_proportion=0.07665, over 8263.00 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3237, pruned_loss=0.08684, over 2475390.91 frames. utt_duration=464.3 frames, utt_pad_proportion=0.06766, over 21393.32 utterances.], batch size: 122, lr: 4.59e-04
2022-08-24 13:48:31,472 INFO [train.py:927] (5/8) Epoch 7, batch 25000, giga_loss[loss=0.2525, simple_loss=0.3236, pruned_loss=0.09071, over 12312.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03544, over 51.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3263, pruned_loss=0.08799, over 2475545.71 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07211, over 21210.68 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3094, pruned_loss=0.07869, over 2468948.08 frames. utt_duration=1194 frames, utt_pad_proportion=0.07675, over 8283.25 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.327, pruned_loss=0.08845, over 2475769.44 frames. utt_duration=444.9 frames, utt_pad_proportion=0.0725, over 22331.85 utterances.], batch size: 51, lr: 4.59e-04
2022-08-24 13:50:14,619 INFO [train.py:927] (5/8) Epoch 7, batch 25050, giga_loss[loss=0.2463, simple_loss=0.3283, pruned_loss=0.08217, over 12382.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03138, over 62.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3275, pruned_loss=0.08943, over 2475512.61 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07407, over 21048.94 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3096, pruned_loss=0.07914, over 2469401.60 frames. utt_duration=1179 frames, utt_pad_proportion=0.082, over 8388.82 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3284, pruned_loss=0.08977, over 2475530.52 frames. utt_duration=445 frames, utt_pad_proportion=0.07256, over 22326.68 utterances.], batch size: 62, lr: 4.59e-04
2022-08-24 13:52:00,526 INFO [train.py:927] (5/8) Epoch 7, batch 25100, giga_loss[loss=0.2229, simple_loss=0.3008, pruned_loss=0.07246, over 12359.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.02951, over 62.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3267, pruned_loss=0.08987, over 2475817.20 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07296, over 20864.68 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3103, pruned_loss=0.07978, over 2469512.95 frames. utt_duration=1182 frames, utt_pad_proportion=0.08027, over 8369.26 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3274, pruned_loss=0.08991, over 2475923.78 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07231, over 22309.98 utterances.], batch size: 62, lr: 4.59e-04
2022-08-24 13:53:45,079 INFO [train.py:927] (5/8) Epoch 7, batch 25150, giga_loss[loss=0.2403, simple_loss=0.3224, pruned_loss=0.07912, over 12473.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02902, over 55.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3253, pruned_loss=0.08958, over 2475383.94 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07438, over 21255.89 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.31, pruned_loss=0.0795, over 2469251.88 frames. utt_duration=1186 frames, utt_pad_proportion=0.07909, over 8336.14 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3264, pruned_loss=0.09005, over 2475830.07 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07417, over 22661.73 utterances.], batch size: 55, lr: 4.59e-04
2022-08-24 13:55:32,383 INFO [train.py:927] (5/8) Epoch 7, batch 25200, giga_loss[loss=0.2536, simple_loss=0.3156, pruned_loss=0.09582, over 12353.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1947, over 365.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3239, pruned_loss=0.08922, over 2475851.19 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07628, over 21126.58 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3097, pruned_loss=0.07924, over 2469198.75 frames. utt_duration=1187 frames, utt_pad_proportion=0.07873, over 8331.58 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3254, pruned_loss=0.08999, over 2476336.86 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07609, over 22468.65 utterances.], batch size: 365, lr: 4.59e-04
2022-08-24 13:57:15,446 INFO [train.py:927] (5/8) Epoch 7, batch 25250, giga_loss[loss=0.2055, simple_loss=0.2845, pruned_loss=0.06322, over 12381.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02721, over 91.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3238, pruned_loss=0.0897, over 2475783.02 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07513, over 21186.63 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3102, pruned_loss=0.07981, over 2469395.77 frames. utt_duration=1176 frames, utt_pad_proportion=0.08093, over 8408.57 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3249, pruned_loss=0.09017, over 2476228.16 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07412, over 22641.61 utterances.], batch size: 91, lr: 4.59e-04
2022-08-24 13:59:00,097 INFO [train.py:927] (5/8) Epoch 7, batch 25300, giga_loss[loss=0.2422, simple_loss=0.3184, pruned_loss=0.08306, over 12337.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03314, over 85.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3236, pruned_loss=0.08869, over 2475176.67 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07227, over 20473.06 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3102, pruned_loss=0.07965, over 2469206.49 frames. utt_duration=1180 frames, utt_pad_proportion=0.07972, over 8377.65 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3249, pruned_loss=0.08936, over 2475804.88 frames. utt_duration=454 frames, utt_pad_proportion=0.07196, over 21882.76 utterances.], batch size: 85, lr: 4.59e-04
2022-08-24 14:00:45,137 INFO [train.py:927] (5/8) Epoch 7, batch 25350, giga_loss[loss=0.2412, simple_loss=0.3177, pruned_loss=0.0823, over 12433.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03381, over 113.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3264, pruned_loss=0.09008, over 2474750.33 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07152, over 20667.76 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3114, pruned_loss=0.07972, over 2469385.30 frames. utt_duration=1182 frames, utt_pad_proportion=0.07813, over 8367.30 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3266, pruned_loss=0.09085, over 2475248.82 frames. utt_duration=448.5 frames, utt_pad_proportion=0.0718, over 22146.32 utterances.], batch size: 113, lr: 4.59e-04
2022-08-24 14:02:30,194 INFO [train.py:927] (5/8) Epoch 7, batch 25400, giga_loss[loss=0.3141, simple_loss=0.3764, pruned_loss=0.1259, over 12373.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07495, over 212.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3272, pruned_loss=0.08858, over 2474527.42 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07371, over 20736.56 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3115, pruned_loss=0.07954, over 2469485.69 frames. utt_duration=1185 frames, utt_pad_proportion=0.07726, over 8348.84 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3276, pruned_loss=0.08948, over 2474923.09 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07406, over 22081.00 utterances.], batch size: 212, lr: 4.58e-04
2022-08-24 14:04:14,927 INFO [train.py:927] (5/8) Epoch 7, batch 25450, giga_loss[loss=0.3601, simple_loss=0.3986, pruned_loss=0.1608, over 12373.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3296, pruned_loss=0.08961, over 2474713.16 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07541, over 21111.08 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3107, pruned_loss=0.07913, over 2469685.16 frames. utt_duration=1191 frames, utt_pad_proportion=0.07621, over 8308.13 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.331, pruned_loss=0.09088, over 2474938.11 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07595, over 22451.01 utterances.], batch size: 258, lr: 4.58e-04
2022-08-24 14:05:58,323 INFO [train.py:927] (5/8) Epoch 7, batch 25500, giga_loss[loss=0.3308, simple_loss=0.3679, pruned_loss=0.1469, over 12361.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2081, over 371.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3313, pruned_loss=0.09201, over 2474583.82 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08102, over 21939.91 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3108, pruned_loss=0.07935, over 2469532.10 frames. utt_duration=1195 frames, utt_pad_proportion=0.07459, over 8278.09 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3328, pruned_loss=0.09317, over 2475047.86 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08157, over 23447.43 utterances.], batch size: 371, lr: 4.58e-04
2022-08-24 14:07:43,886 INFO [train.py:927] (5/8) Epoch 7, batch 25550, giga_loss[loss=0.2396, simple_loss=0.3238, pruned_loss=0.07769, over 12371.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03104, over 97.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3313, pruned_loss=0.09262, over 2474597.45 frames. utt_duration=442.2 frames, utt_pad_proportion=0.08405, over 22458.54 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3105, pruned_loss=0.07919, over 2469404.37 frames. utt_duration=1197 frames, utt_pad_proportion=0.07391, over 8263.04 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3331, pruned_loss=0.09387, over 2475134.59 frames. utt_duration=416.5 frames, utt_pad_proportion=0.08457, over 23853.62 utterances.], batch size: 97, lr: 4.58e-04
2022-08-24 14:09:29,533 INFO [train.py:927] (5/8) Epoch 7, batch 25600, giga_loss[loss=0.2509, simple_loss=0.3272, pruned_loss=0.08726, over 12327.00 frames. utt_duration=1592 frames, utt_pad_proportion=0.04384, over 31.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3314, pruned_loss=0.09056, over 2474988.84 frames. utt_duration=464 frames, utt_pad_proportion=0.08228, over 21406.88 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3115, pruned_loss=0.07939, over 2469526.47 frames. utt_duration=1191 frames, utt_pad_proportion=0.07444, over 8306.27 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3323, pruned_loss=0.09161, over 2475400.37 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08274, over 22732.27 utterances.], batch size: 31, lr: 4.58e-04
2022-08-24 14:11:15,195 INFO [train.py:927] (5/8) Epoch 7, batch 25650, giga_loss[loss=0.2897, simple_loss=0.3394, pruned_loss=0.1201, over 12357.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2142, over 374.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3322, pruned_loss=0.09097, over 2474872.37 frames. utt_duration=464.8 frames, utt_pad_proportion=0.08061, over 21367.45 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3124, pruned_loss=0.07952, over 2469383.18 frames. utt_duration=1192 frames, utt_pad_proportion=0.07388, over 8296.41 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3326, pruned_loss=0.09194, over 2475455.46 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08129, over 22727.96 utterances.], batch size: 374, lr: 4.58e-04
2022-08-24 14:12:58,589 INFO [train.py:927] (5/8) Epoch 7, batch 25700, giga_loss[loss=0.2779, simple_loss=0.339, pruned_loss=0.1084, over 12397.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07743, over 213.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3295, pruned_loss=0.09033, over 2474417.99 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07803, over 21062.20 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3109, pruned_loss=0.07882, over 2469110.37 frames. utt_duration=1205 frames, utt_pad_proportion=0.07175, over 8203.89 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3319, pruned_loss=0.09218, over 2475353.42 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07946, over 22748.75 utterances.], batch size: 213, lr: 4.58e-04
2022-08-24 14:14:48,028 INFO [train.py:927] (5/8) Epoch 7, batch 25750, giga_loss[loss=0.2355, simple_loss=0.3143, pruned_loss=0.07831, over 12356.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02801, over 66.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3272, pruned_loss=0.08999, over 2474356.43 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08311, over 21812.94 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3105, pruned_loss=0.07863, over 2469024.83 frames. utt_duration=1211 frames, utt_pad_proportion=0.07044, over 8168.23 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3299, pruned_loss=0.09191, over 2475293.08 frames. utt_duration=422.4 frames, utt_pad_proportion=0.08445, over 23523.16 utterances.], batch size: 66, lr: 4.58e-04
2022-08-24 14:16:30,907 INFO [train.py:927] (5/8) Epoch 7, batch 25800, giga_loss[loss=0.2954, simple_loss=0.3418, pruned_loss=0.1245, over 12344.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2124, over 373.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3257, pruned_loss=0.09014, over 2474486.84 frames. utt_duration=449.3 frames, utt_pad_proportion=0.08649, over 22104.18 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3102, pruned_loss=0.07858, over 2469058.54 frames. utt_duration=1203 frames, utt_pad_proportion=0.07397, over 8217.12 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3284, pruned_loss=0.0919, over 2475297.91 frames. utt_duration=420 frames, utt_pad_proportion=0.08623, over 23658.71 utterances.], batch size: 373, lr: 4.58e-04
2022-08-24 14:18:12,024 INFO [train.py:927] (5/8) Epoch 7, batch 25850, giga_loss[loss=0.2168, simple_loss=0.2965, pruned_loss=0.06854, over 12242.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02694, over 45.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3243, pruned_loss=0.08806, over 2474641.08 frames. utt_duration=450.2 frames, utt_pad_proportion=0.0793, over 22057.54 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3102, pruned_loss=0.07857, over 2468952.25 frames. utt_duration=1204 frames, utt_pad_proportion=0.07369, over 8210.04 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3264, pruned_loss=0.0895, over 2475390.86 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07958, over 23340.56 utterances.], batch size: 45, lr: 4.58e-04
2022-08-24 14:20:04,338 INFO [train.py:927] (5/8) Epoch 7, batch 25900, giga_loss[loss=0.2153, simple_loss=0.2985, pruned_loss=0.06603, over 12421.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02241, over 48.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3225, pruned_loss=0.08646, over 2474916.53 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07853, over 21883.02 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.31, pruned_loss=0.07849, over 2469047.66 frames. utt_duration=1198 frames, utt_pad_proportion=0.07636, over 8250.90 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3249, pruned_loss=0.088, over 2475630.90 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07789, over 23373.40 utterances.], batch size: 48, lr: 4.58e-04
2022-08-24 14:21:51,506 INFO [train.py:927] (5/8) Epoch 7, batch 25950, giga_loss[loss=0.2233, simple_loss=0.305, pruned_loss=0.07075, over 12366.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03143, over 58.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3194, pruned_loss=0.08514, over 2475063.83 frames. utt_duration=463.1 frames, utt_pad_proportion=0.0751, over 21448.31 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3097, pruned_loss=0.07844, over 2469048.26 frames. utt_duration=1189 frames, utt_pad_proportion=0.07952, over 8318.67 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3218, pruned_loss=0.08655, over 2475747.11 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07388, over 22821.55 utterances.], batch size: 58, lr: 4.58e-04
2022-08-24 14:23:35,546 INFO [train.py:927] (5/8) Epoch 7, batch 26000, giga_loss[loss=0.2282, simple_loss=0.3073, pruned_loss=0.07454, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.0393, over 37.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3193, pruned_loss=0.08463, over 2475591.56 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07369, over 20725.67 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3099, pruned_loss=0.07852, over 2469119.51 frames. utt_duration=1177 frames, utt_pad_proportion=0.0833, over 8402.76 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3212, pruned_loss=0.08578, over 2476168.12 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07147, over 21965.45 utterances.], batch size: 37, lr: 4.58e-04
2022-08-24 14:25:19,237 INFO [train.py:927] (5/8) Epoch 7, batch 26050, giga_loss[loss=0.2433, simple_loss=0.3296, pruned_loss=0.07856, over 12442.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03208, over 75.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.32, pruned_loss=0.08524, over 2476421.03 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07682, over 20943.64 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3102, pruned_loss=0.07876, over 2469166.14 frames. utt_duration=1169 frames, utt_pad_proportion=0.08567, over 8462.17 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3214, pruned_loss=0.0861, over 2476984.97 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07403, over 22168.88 utterances.], batch size: 75, lr: 4.58e-04
2022-08-24 14:27:01,422 INFO [train.py:927] (5/8) Epoch 7, batch 26100, giga_loss[loss=0.2612, simple_loss=0.3305, pruned_loss=0.09595, over 12379.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06499, over 183.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.32, pruned_loss=0.08605, over 2474776.96 frames. utt_duration=464.7 frames, utt_pad_proportion=0.08024, over 21367.61 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3099, pruned_loss=0.07868, over 2469043.13 frames. utt_duration=1173 frames, utt_pad_proportion=0.08398, over 8430.87 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3217, pruned_loss=0.08699, over 2475504.40 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07841, over 22717.31 utterances.], batch size: 183, lr: 4.58e-04
2022-08-24 14:28:46,498 INFO [train.py:927] (5/8) Epoch 7, batch 26150, giga_loss[loss=0.2257, simple_loss=0.3097, pruned_loss=0.07082, over 12363.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03138, over 97.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3235, pruned_loss=0.08809, over 2474747.92 frames. utt_duration=445.8 frames, utt_pad_proportion=0.08272, over 22280.02 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3103, pruned_loss=0.07887, over 2469199.28 frames. utt_duration=1164 frames, utt_pad_proportion=0.08688, over 8492.69 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3246, pruned_loss=0.08878, over 2475264.78 frames. utt_duration=423.3 frames, utt_pad_proportion=0.0803, over 23473.43 utterances.], batch size: 97, lr: 4.58e-04
2022-08-24 14:30:31,897 INFO [train.py:927] (5/8) Epoch 7, batch 26200, giga_loss[loss=0.2629, simple_loss=0.3448, pruned_loss=0.09054, over 12384.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.0526, over 161.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3241, pruned_loss=0.08902, over 2474258.92 frames. utt_duration=443.7 frames, utt_pad_proportion=0.08421, over 22378.28 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.31, pruned_loss=0.07864, over 2469124.15 frames. utt_duration=1168 frames, utt_pad_proportion=0.0854, over 8464.67 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3256, pruned_loss=0.09003, over 2474866.91 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08272, over 23689.32 utterances.], batch size: 161, lr: 4.57e-04
2022-08-24 14:32:19,645 INFO [train.py:927] (5/8) Epoch 7, batch 26250, giga_loss[loss=0.2421, simple_loss=0.3199, pruned_loss=0.08221, over 12471.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03532, over 40.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3238, pruned_loss=0.08795, over 2474776.16 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08898, over 22941.40 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3097, pruned_loss=0.07852, over 2469077.39 frames. utt_duration=1172 frames, utt_pad_proportion=0.08403, over 8438.03 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3258, pruned_loss=0.08918, over 2475482.13 frames. utt_duration=405.9 frames, utt_pad_proportion=0.08808, over 24479.69 utterances.], batch size: 40, lr: 4.57e-04
2022-08-24 14:34:03,560 INFO [train.py:927] (5/8) Epoch 7, batch 26300, giga_loss[loss=0.2625, simple_loss=0.3312, pruned_loss=0.09691, over 12398.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03857, over 113.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3226, pruned_loss=0.08758, over 2474701.30 frames. utt_duration=443 frames, utt_pad_proportion=0.08583, over 22419.19 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3098, pruned_loss=0.07859, over 2468876.35 frames. utt_duration=1162 frames, utt_pad_proportion=0.08636, over 8506.15 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3245, pruned_loss=0.08872, over 2475581.79 frames. utt_duration=414.9 frames, utt_pad_proportion=0.08453, over 23950.24 utterances.], batch size: 113, lr: 4.57e-04
2022-08-24 14:35:43,897 INFO [train.py:927] (5/8) Epoch 7, batch 26350, giga_loss[loss=0.2431, simple_loss=0.3122, pruned_loss=0.08701, over 12385.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0241, over 48.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.322, pruned_loss=0.08756, over 2475596.73 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08605, over 22218.02 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3105, pruned_loss=0.07916, over 2469147.71 frames. utt_duration=1131 frames, utt_pad_proportion=0.09433, over 8743.02 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3231, pruned_loss=0.08819, over 2476222.33 frames. utt_duration=421.4 frames, utt_pad_proportion=0.08223, over 23584.85 utterances.], batch size: 48, lr: 4.57e-04
2022-08-24 14:36:56,571 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-24 14:39:29,277 INFO [train.py:927] (5/8) Epoch 8, batch 50, giga_loss[loss=0.2223, simple_loss=0.306, pruned_loss=0.06927, over 12317.00 frames. utt_duration=1591 frames, utt_pad_proportion=0.05187, over 31.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.322, pruned_loss=0.07355, over 547109.55 frames. utt_duration=605.9 frames, utt_pad_proportion=0.06005, over 3620.66 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3245, pruned_loss=0.07698, over 36844.14 frames. utt_duration=1091 frames, utt_pad_proportion=0.04837, over 135.32 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3219, pruned_loss=0.0734, over 518003.44 frames. utt_duration=589 frames, utt_pad_proportion=0.06045, over 3526.55 utterances.], batch size: 31, lr: 4.47e-04
2022-08-24 14:41:13,905 INFO [train.py:927] (5/8) Epoch 8, batch 100, giga_loss[loss=0.1736, simple_loss=0.2544, pruned_loss=0.04643, over 12142.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04082, over 33.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3011, pruned_loss=0.06705, over 973492.18 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06994, over 7327.60 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3131, pruned_loss=0.06942, over 108404.40 frames. utt_duration=1271 frames, utt_pad_proportion=0.02589, over 341.65 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3002, pruned_loss=0.06695, over 904940.80 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07165, over 7204.25 utterances.], batch size: 33, lr: 4.47e-04
2022-08-24 14:42:58,578 INFO [train.py:927] (5/8) Epoch 8, batch 150, giga_loss[loss=0.1687, simple_loss=0.2491, pruned_loss=0.04417, over 12452.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03577, over 86.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2858, pruned_loss=0.0594, over 1306915.89 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06794, over 10007.84 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3168, pruned_loss=0.0685, over 143262.37 frames. utt_duration=1298 frames, utt_pad_proportion=0.02147, over 442.02 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2836, pruned_loss=0.05888, over 1235472.23 frames. utt_duration=498.9 frames, utt_pad_proportion=0.0695, over 9936.14 utterances.], batch size: 86, lr: 4.47e-04
2022-08-24 14:44:43,164 INFO [train.py:927] (5/8) Epoch 8, batch 200, giga_loss[loss=0.1657, simple_loss=0.2432, pruned_loss=0.04415, over 12302.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03343, over 51.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2751, pruned_loss=0.05557, over 1565732.84 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06593, over 12405.54 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3085, pruned_loss=0.06561, over 177970.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.019, over 532.90 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2733, pruned_loss=0.05512, over 1495582.62 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06732, over 12410.65 utterances.], batch size: 51, lr: 4.47e-04
2022-08-24 14:46:25,566 INFO [train.py:927] (5/8) Epoch 8, batch 250, giga_loss[loss=0.1621, simple_loss=0.2399, pruned_loss=0.04215, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03699, over 40.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2709, pruned_loss=0.0541, over 1766336.44 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06683, over 13900.22 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3056, pruned_loss=0.06421, over 267806.69 frames. utt_duration=1359 frames, utt_pad_proportion=0.01565, over 789.33 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2679, pruned_loss=0.05336, over 1680929.65 frames. utt_duration=478 frames, utt_pad_proportion=0.06882, over 14109.82 utterances.], batch size: 40, lr: 4.47e-04
2022-08-24 14:48:10,423 INFO [train.py:927] (5/8) Epoch 8, batch 300, giga_loss[loss=0.171, simple_loss=0.2501, pruned_loss=0.04593, over 12440.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03649, over 86.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.267, pruned_loss=0.05207, over 1923607.54 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06314, over 14552.41 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3085, pruned_loss=0.06462, over 311307.40 frames. utt_duration=1354 frames, utt_pad_proportion=0.01531, over 920.45 utterances.], giga_tot_loss[loss=0.1829, simple_loss=0.2634, pruned_loss=0.05114, over 1844901.94 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06518, over 14841.08 utterances.], batch size: 86, lr: 4.47e-04
2022-08-24 14:49:51,051 INFO [train.py:927] (5/8) Epoch 8, batch 350, giga_loss[loss=0.1516, simple_loss=0.2253, pruned_loss=0.0389, over 12157.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.0349, over 30.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2634, pruned_loss=0.05058, over 2045674.73 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06602, over 15703.34 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3046, pruned_loss=0.0641, over 375348.10 frames. utt_duration=1373 frames, utt_pad_proportion=0.01524, over 1094.55 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.2599, pruned_loss=0.04947, over 1969532.77 frames. utt_duration=489.3 frames, utt_pad_proportion=0.068, over 16151.25 utterances.], batch size: 30, lr: 4.46e-04
2022-08-24 14:51:35,406 INFO [train.py:927] (5/8) Epoch 8, batch 400, giga_loss[loss=0.1796, simple_loss=0.2549, pruned_loss=0.05213, over 12332.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03373, over 85.00 utterances.], tot_loss[loss=0.1785, simple_loss=0.2593, pruned_loss=0.0489, over 2140412.60 frames. utt_duration=532 frames, utt_pad_proportion=0.06564, over 16139.40 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3018, pruned_loss=0.06338, over 416782.67 frames. utt_duration=1383 frames, utt_pad_proportion=0.01459, over 1206.81 utterances.], giga_tot_loss[loss=0.1759, simple_loss=0.2561, pruned_loss=0.04785, over 2073393.72 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06759, over 16652.55 utterances.], batch size: 85, lr: 4.46e-04
2022-08-24 14:53:18,731 INFO [train.py:927] (5/8) Epoch 8, batch 450, giga_loss[loss=0.2026, simple_loss=0.2767, pruned_loss=0.06424, over 12407.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04342, over 146.00 utterances.], tot_loss[loss=0.1767, simple_loss=0.2569, pruned_loss=0.04828, over 2213496.47 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06944, over 17089.06 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3014, pruned_loss=0.0638, over 487134.24 frames. utt_duration=1398 frames, utt_pad_proportion=0.01333, over 1395.68 utterances.], giga_tot_loss[loss=0.1733, simple_loss=0.2529, pruned_loss=0.04683, over 2150709.29 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07144, over 17802.83 utterances.], batch size: 146, lr: 4.46e-04
2022-08-24 14:55:00,272 INFO [train.py:927] (5/8) Epoch 8, batch 500, giga_loss[loss=0.2438, simple_loss=0.3293, pruned_loss=0.07917, over 12420.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04253, over 146.00 utterances.], tot_loss[loss=0.185, simple_loss=0.2651, pruned_loss=0.05249, over 2271979.07 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06897, over 17407.42 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2994, pruned_loss=0.06319, over 535932.94 frames. utt_duration=1402 frames, utt_pad_proportion=0.01453, over 1530.36 utterances.], giga_tot_loss[loss=0.1821, simple_loss=0.2616, pruned_loss=0.05128, over 2217041.80 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07096, over 18209.64 utterances.], batch size: 146, lr: 4.46e-04
2022-08-24 14:56:42,217 INFO [train.py:927] (5/8) Epoch 8, batch 550, giga_loss[loss=0.2441, simple_loss=0.3208, pruned_loss=0.08374, over 12350.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02943, over 48.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.276, pruned_loss=0.05728, over 2315626.82 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06662, over 17229.48 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2978, pruned_loss=0.06254, over 602513.77 frames. utt_duration=1407 frames, utt_pad_proportion=0.01369, over 1714.93 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2729, pruned_loss=0.05628, over 2265923.96 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06902, over 18203.02 utterances.], batch size: 48, lr: 4.46e-04
2022-08-24 14:58:26,059 INFO [train.py:927] (5/8) Epoch 8, batch 600, giga_loss[loss=0.2332, simple_loss=0.3197, pruned_loss=0.07334, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0754, over 212.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2828, pruned_loss=0.05943, over 2349516.09 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06395, over 16901.71 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2971, pruned_loss=0.06273, over 667136.71 frames. utt_duration=1360 frames, utt_pad_proportion=0.03365, over 1963.79 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.28, pruned_loss=0.05851, over 2304923.52 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06486, over 17945.31 utterances.], batch size: 212, lr: 4.46e-04
2022-08-24 15:00:08,438 INFO [train.py:927] (5/8) Epoch 8, batch 650, giga_loss[loss=0.2422, simple_loss=0.327, pruned_loss=0.07872, over 12413.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03796, over 105.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2873, pruned_loss=0.06079, over 2377130.19 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06115, over 17169.76 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2978, pruned_loss=0.06318, over 720265.50 frames. utt_duration=1353 frames, utt_pad_proportion=0.03312, over 2131.17 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2847, pruned_loss=0.05987, over 2338753.60 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06241, over 18269.18 utterances.], batch size: 105, lr: 4.46e-04
2022-08-24 15:01:53,721 INFO [train.py:927] (5/8) Epoch 8, batch 700, giga_loss[loss=0.2448, simple_loss=0.3268, pruned_loss=0.08142, over 12407.00 frames. utt_duration=513.1 frames, utt_pad_proportion=0.02825, over 97.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2928, pruned_loss=0.06376, over 2399139.21 frames. utt_duration=536.1 frames, utt_pad_proportion=0.059, over 17950.39 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2987, pruned_loss=0.06353, over 772186.73 frames. utt_duration=1347 frames, utt_pad_proportion=0.031, over 2295.03 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2903, pruned_loss=0.06295, over 2366116.68 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06059, over 19097.24 utterances.], batch size: 97, lr: 4.46e-04
2022-08-24 15:03:38,848 INFO [train.py:927] (5/8) Epoch 8, batch 750, giga_loss[loss=0.2297, simple_loss=0.3198, pruned_loss=0.06979, over 12425.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02383, over 48.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.297, pruned_loss=0.06598, over 2415558.73 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06298, over 18542.70 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2969, pruned_loss=0.06229, over 805663.96 frames. utt_duration=1363 frames, utt_pad_proportion=0.02987, over 2367.61 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2956, pruned_loss=0.06576, over 2388437.90 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06426, over 19673.74 utterances.], batch size: 48, lr: 4.46e-04
2022-08-24 15:05:24,648 INFO [train.py:927] (5/8) Epoch 8, batch 800, giga_loss[loss=0.2111, simple_loss=0.3071, pruned_loss=0.05753, over 12356.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02866, over 48.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3007, pruned_loss=0.06657, over 2428530.92 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05884, over 18159.31 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2971, pruned_loss=0.062, over 855119.34 frames. utt_duration=1359 frames, utt_pad_proportion=0.02885, over 2518.86 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2996, pruned_loss=0.0666, over 2405357.63 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06054, over 19348.54 utterances.], batch size: 48, lr: 4.46e-04
2022-08-24 15:07:07,608 INFO [train.py:927] (5/8) Epoch 8, batch 850, giga_loss[loss=0.2153, simple_loss=0.3061, pruned_loss=0.06228, over 12121.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04248, over 33.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3022, pruned_loss=0.0663, over 2438029.48 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05759, over 17488.27 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2977, pruned_loss=0.06205, over 879427.10 frames. utt_duration=1317 frames, utt_pad_proportion=0.04157, over 2673.27 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3012, pruned_loss=0.06636, over 2419046.10 frames. utt_duration=524.7 frames, utt_pad_proportion=0.05768, over 18493.91 utterances.], batch size: 33, lr: 4.46e-04
2022-08-24 15:08:52,793 INFO [train.py:927] (5/8) Epoch 8, batch 900, giga_loss[loss=0.1889, simple_loss=0.2886, pruned_loss=0.0446, over 12265.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03697, over 28.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3021, pruned_loss=0.0656, over 2445484.41 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05737, over 17038.03 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2974, pruned_loss=0.06188, over 895371.18 frames. utt_duration=1319 frames, utt_pad_proportion=0.04069, over 2718.44 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3014, pruned_loss=0.06574, over 2430238.10 frames. utt_duration=543.8 frames, utt_pad_proportion=0.05764, over 17924.62 utterances.], batch size: 28, lr: 4.46e-04
2022-08-24 15:10:37,329 INFO [train.py:927] (5/8) Epoch 8, batch 950, giga_loss[loss=0.2726, simple_loss=0.3365, pruned_loss=0.1043, over 12398.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06894, over 211.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3034, pruned_loss=0.06714, over 2451928.57 frames. utt_duration=598.2 frames, utt_pad_proportion=0.0545, over 16436.91 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2975, pruned_loss=0.06181, over 942158.42 frames. utt_duration=1310 frames, utt_pad_proportion=0.04067, over 2879.17 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.303, pruned_loss=0.06742, over 2439013.66 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05503, over 17385.81 utterances.], batch size: 211, lr: 4.46e-04
2022-08-24 15:12:21,622 INFO [train.py:927] (5/8) Epoch 8, batch 1000, giga_loss[loss=0.2346, simple_loss=0.3106, pruned_loss=0.0793, over 12383.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3039, pruned_loss=0.06826, over 2456710.65 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05504, over 16860.98 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2983, pruned_loss=0.06206, over 972721.63 frames. utt_duration=1314 frames, utt_pad_proportion=0.03906, over 2964.97 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3034, pruned_loss=0.06852, over 2445969.10 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05578, over 17790.23 utterances.], batch size: 161, lr: 4.46e-04
2022-08-24 15:14:05,401 INFO [train.py:927] (5/8) Epoch 8, batch 1050, giga_loss[loss=0.2246, simple_loss=0.3095, pruned_loss=0.06981, over 12446.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.044, over 31.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3028, pruned_loss=0.06829, over 2460093.37 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05492, over 17299.16 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2963, pruned_loss=0.06091, over 1009227.44 frames. utt_duration=1314 frames, utt_pad_proportion=0.04012, over 3074.79 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3033, pruned_loss=0.06907, over 2451783.67 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05548, over 18265.63 utterances.], batch size: 31, lr: 4.46e-04
2022-08-24 15:15:52,340 INFO [train.py:927] (5/8) Epoch 8, batch 1100, giga_loss[loss=0.1818, simple_loss=0.2798, pruned_loss=0.04188, over 12405.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03468, over 75.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3011, pruned_loss=0.06776, over 2464131.58 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05883, over 17641.92 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2953, pruned_loss=0.06057, over 1052766.45 frames. utt_duration=1294 frames, utt_pad_proportion=0.04699, over 3257.69 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3021, pruned_loss=0.06872, over 2456998.45 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05831, over 18651.11 utterances.], batch size: 75, lr: 4.46e-04
2022-08-24 15:17:38,648 INFO [train.py:927] (5/8) Epoch 8, batch 1150, giga_loss[loss=0.183, simple_loss=0.2714, pruned_loss=0.0473, over 12392.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04862, over 161.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2976, pruned_loss=0.06641, over 2466620.16 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06326, over 18508.31 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2954, pruned_loss=0.06116, over 1101465.34 frames. utt_duration=1275 frames, utt_pad_proportion=0.05501, over 3460.24 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2984, pruned_loss=0.06715, over 2460825.09 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06162, over 19593.84 utterances.], batch size: 161, lr: 4.46e-04
2022-08-24 15:19:23,730 INFO [train.py:927] (5/8) Epoch 8, batch 1200, giga_loss[loss=0.1944, simple_loss=0.2964, pruned_loss=0.04619, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03307, over 75.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2937, pruned_loss=0.06476, over 2468250.74 frames. utt_duration=509.8 frames, utt_pad_proportion=0.069, over 19423.46 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2947, pruned_loss=0.06058, over 1147947.06 frames. utt_duration=1282 frames, utt_pad_proportion=0.05278, over 3586.88 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2947, pruned_loss=0.06574, over 2464180.42 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06791, over 20678.04 utterances.], batch size: 75, lr: 4.45e-04
2022-08-24 15:21:07,790 INFO [train.py:927] (5/8) Epoch 8, batch 1250, giga_loss[loss=0.2243, simple_loss=0.2984, pruned_loss=0.07512, over 12331.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03228, over 85.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2924, pruned_loss=0.06422, over 2469014.29 frames. utt_duration=526 frames, utt_pad_proportion=0.0695, over 18831.00 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2934, pruned_loss=0.06018, over 1193258.43 frames. utt_duration=1297 frames, utt_pad_proportion=0.05018, over 3683.90 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2937, pruned_loss=0.06531, over 2465955.03 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06923, over 20244.97 utterances.], batch size: 85, lr: 4.45e-04
2022-08-24 15:22:52,625 INFO [train.py:927] (5/8) Epoch 8, batch 1300, giga_loss[loss=0.1678, simple_loss=0.2493, pruned_loss=0.04315, over 12368.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05342, over 34.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2909, pruned_loss=0.06379, over 2469589.11 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06711, over 17914.24 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2942, pruned_loss=0.06037, over 1224637.50 frames. utt_duration=1306 frames, utt_pad_proportion=0.04868, over 3755.20 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2915, pruned_loss=0.06467, over 2467340.62 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06744, over 19314.68 utterances.], batch size: 34, lr: 4.45e-04
2022-08-24 15:24:36,202 INFO [train.py:927] (5/8) Epoch 8, batch 1350, giga_loss[loss=0.1818, simple_loss=0.2608, pruned_loss=0.05144, over 12351.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03145, over 58.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2881, pruned_loss=0.06292, over 2469986.57 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06527, over 17537.23 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2941, pruned_loss=0.0602, over 1230957.31 frames. utt_duration=1308 frames, utt_pad_proportion=0.04832, over 3768.43 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2886, pruned_loss=0.06369, over 2468150.61 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06573, over 18678.50 utterances.], batch size: 58, lr: 4.45e-04
2022-08-24 15:26:20,100 INFO [train.py:927] (5/8) Epoch 8, batch 1400, giga_loss[loss=0.2203, simple_loss=0.2989, pruned_loss=0.07091, over 12393.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07771, over 213.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2862, pruned_loss=0.06239, over 2470520.55 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06663, over 17359.18 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2956, pruned_loss=0.0607, over 1261661.30 frames. utt_duration=1277 frames, utt_pad_proportion=0.05623, over 3956.76 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2858, pruned_loss=0.06282, over 2469016.81 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06559, over 18395.10 utterances.], batch size: 213, lr: 4.45e-04
2022-08-24 15:28:04,603 INFO [train.py:927] (5/8) Epoch 8, batch 1450, giga_loss[loss=0.1969, simple_loss=0.2737, pruned_loss=0.06009, over 12405.00 frames. utt_duration=547 frames, utt_pad_proportion=0.02503, over 91.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2829, pruned_loss=0.06106, over 2471536.84 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06373, over 17047.80 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2958, pruned_loss=0.0609, over 1297442.53 frames. utt_duration=1283 frames, utt_pad_proportion=0.05387, over 4049.97 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2822, pruned_loss=0.06133, over 2470397.36 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06363, over 18153.40 utterances.], batch size: 91, lr: 4.45e-04
2022-08-24 15:29:54,377 INFO [train.py:927] (5/8) Epoch 8, batch 1500, giga_loss[loss=0.2747, simple_loss=0.3403, pruned_loss=0.1046, over 12345.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.182, over 359.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2805, pruned_loss=0.06005, over 2471188.51 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06759, over 17151.37 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2951, pruned_loss=0.06054, over 1326232.58 frames. utt_duration=1284 frames, utt_pad_proportion=0.05341, over 4135.90 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2799, pruned_loss=0.06042, over 2470528.02 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06743, over 18236.19 utterances.], batch size: 359, lr: 4.45e-04
2022-08-24 15:31:37,261 INFO [train.py:927] (5/8) Epoch 8, batch 1550, giga_loss[loss=0.1903, simple_loss=0.2783, pruned_loss=0.05111, over 12314.00 frames. utt_duration=747.5 frames, utt_pad_proportion=0.03297, over 66.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2801, pruned_loss=0.05977, over 2470919.64 frames. utt_duration=578 frames, utt_pad_proportion=0.06865, over 17143.42 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2951, pruned_loss=0.06036, over 1348768.57 frames. utt_duration=1267 frames, utt_pad_proportion=0.06042, over 4262.59 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2793, pruned_loss=0.06015, over 2470574.01 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06725, over 18138.84 utterances.], batch size: 66, lr: 4.45e-04
2022-08-24 15:33:20,835 INFO [train.py:927] (5/8) Epoch 8, batch 1600, giga_loss[loss=0.2537, simple_loss=0.3322, pruned_loss=0.08765, over 12427.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0375, over 133.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2848, pruned_loss=0.06226, over 2471487.03 frames. utt_duration=590.1 frames, utt_pad_proportion=0.0627, over 16796.62 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2954, pruned_loss=0.06022, over 1376059.00 frames. utt_duration=1275 frames, utt_pad_proportion=0.05911, over 4322.47 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2838, pruned_loss=0.06263, over 2471617.46 frames. utt_duration=556.6 frames, utt_pad_proportion=0.0622, over 17809.43 utterances.], batch size: 133, lr: 4.45e-04
2022-08-24 15:35:05,842 INFO [train.py:927] (5/8) Epoch 8, batch 1650, giga_loss[loss=0.2255, simple_loss=0.3053, pruned_loss=0.07292, over 12302.00 frames. utt_duration=1173 frames, utt_pad_proportion=0.02664, over 42.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2921, pruned_loss=0.06577, over 2471652.02 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06284, over 17673.06 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2962, pruned_loss=0.06045, over 1392638.19 frames. utt_duration=1280 frames, utt_pad_proportion=0.05793, over 4355.48 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2908, pruned_loss=0.066, over 2471557.01 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06269, over 18603.73 utterances.], batch size: 42, lr: 4.45e-04
2022-08-24 15:36:49,173 INFO [train.py:927] (5/8) Epoch 8, batch 1700, libri_loss[loss=0.2129, simple_loss=0.3023, pruned_loss=0.0617, over 12379.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009431, over 38.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2983, pruned_loss=0.06836, over 2472079.93 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06587, over 18347.75 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2958, pruned_loss=0.0602, over 1429591.08 frames. utt_duration=1282 frames, utt_pad_proportion=0.05611, over 4465.69 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2974, pruned_loss=0.06887, over 2472230.91 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06608, over 19435.86 utterances.], batch size: 38, lr: 4.45e-04
2022-08-24 15:38:31,688 INFO [train.py:927] (5/8) Epoch 8, batch 1750, giga_loss[loss=0.1986, simple_loss=0.2867, pruned_loss=0.05522, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03934, over 113.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3027, pruned_loss=0.07026, over 2471800.73 frames. utt_duration=529 frames, utt_pad_proportion=0.06816, over 18741.89 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.06033, over 1439894.41 frames. utt_duration=1276 frames, utt_pad_proportion=0.05668, over 4519.97 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3019, pruned_loss=0.07068, over 2472007.03 frames. utt_duration=504 frames, utt_pad_proportion=0.06814, over 19676.11 utterances.], batch size: 113, lr: 4.45e-04
2022-08-24 15:40:16,459 INFO [train.py:927] (5/8) Epoch 8, batch 1800, giga_loss[loss=0.2072, simple_loss=0.2883, pruned_loss=0.06305, over 12257.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03118, over 45.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3007, pruned_loss=0.06796, over 2472445.02 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06319, over 18391.49 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.296, pruned_loss=0.06029, over 1450189.28 frames. utt_duration=1274 frames, utt_pad_proportion=0.05604, over 4557.65 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3002, pruned_loss=0.06839, over 2472612.75 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06355, over 19221.15 utterances.], batch size: 45, lr: 4.45e-04
2022-08-24 15:41:59,316 INFO [train.py:927] (5/8) Epoch 8, batch 1850, giga_loss[loss=0.206, simple_loss=0.2987, pruned_loss=0.05664, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03224, over 75.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3025, pruned_loss=0.06844, over 2473357.91 frames. utt_duration=526.6 frames, utt_pad_proportion=0.0652, over 18839.75 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2967, pruned_loss=0.0608, over 1480525.61 frames. utt_duration=1238 frames, utt_pad_proportion=0.06645, over 4790.45 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3018, pruned_loss=0.06871, over 2473460.68 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06343, over 19670.26 utterances.], batch size: 75, lr: 4.45e-04
2022-08-24 15:43:43,028 INFO [train.py:927] (5/8) Epoch 8, batch 1900, libri_loss[loss=0.2398, simple_loss=0.3386, pruned_loss=0.07047, over 12284.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007044, over 37.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3056, pruned_loss=0.0704, over 2473026.74 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06232, over 18418.11 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2977, pruned_loss=0.06092, over 1500059.77 frames. utt_duration=1239 frames, utt_pad_proportion=0.06487, over 4849.21 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3046, pruned_loss=0.0707, over 2473256.01 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06134, over 19272.14 utterances.], batch size: 37, lr: 4.45e-04
2022-08-24 15:45:28,121 INFO [train.py:927] (5/8) Epoch 8, batch 1950, giga_loss[loss=0.2188, simple_loss=0.3026, pruned_loss=0.06746, over 12110.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03813, over 30.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3064, pruned_loss=0.07123, over 2473415.61 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0663, over 18221.65 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2976, pruned_loss=0.06092, over 1519155.73 frames. utt_duration=1243 frames, utt_pad_proportion=0.06319, over 4892.92 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3058, pruned_loss=0.07164, over 2473786.30 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06569, over 19093.83 utterances.], batch size: 30, lr: 4.45e-04
2022-08-24 15:47:11,216 INFO [train.py:927] (5/8) Epoch 8, batch 2000, giga_loss[loss=0.2175, simple_loss=0.2961, pruned_loss=0.06941, over 12448.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03692, over 37.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3067, pruned_loss=0.07133, over 2473486.54 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06656, over 17759.66 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2976, pruned_loss=0.06091, over 1533356.33 frames. utt_duration=1241 frames, utt_pad_proportion=0.06318, over 4950.25 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3064, pruned_loss=0.07179, over 2473812.19 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06608, over 18566.79 utterances.], batch size: 37, lr: 4.44e-04
2022-08-24 15:48:54,723 INFO [train.py:927] (5/8) Epoch 8, batch 2050, libri_loss[loss=0.1974, simple_loss=0.2891, pruned_loss=0.05283, over 12484.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006696, over 36.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3075, pruned_loss=0.07116, over 2473337.01 frames. utt_duration=586.4 frames, utt_pad_proportion=0.06438, over 16915.23 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2975, pruned_loss=0.06083, over 1552025.61 frames. utt_duration=1242 frames, utt_pad_proportion=0.06181, over 5004.88 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3075, pruned_loss=0.07178, over 2473573.52 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06446, over 17738.46 utterances.], batch size: 36, lr: 4.44e-04
2022-08-24 15:50:39,561 INFO [train.py:927] (5/8) Epoch 8, batch 2100, giga_loss[loss=0.2233, simple_loss=0.3027, pruned_loss=0.07201, over 12277.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03021, over 45.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3061, pruned_loss=0.07096, over 2472646.05 frames. utt_duration=615.1 frames, utt_pad_proportion=0.0598, over 16118.28 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2967, pruned_loss=0.06072, over 1570030.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.06045, over 5030.62 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3067, pruned_loss=0.07169, over 2473083.18 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06043, over 16947.66 utterances.], batch size: 45, lr: 4.44e-04
2022-08-24 15:52:24,032 INFO [train.py:927] (5/8) Epoch 8, batch 2150, giga_loss[loss=0.2005, simple_loss=0.2884, pruned_loss=0.05627, over 12087.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04035, over 30.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3059, pruned_loss=0.07074, over 2472980.38 frames. utt_duration=633.4 frames, utt_pad_proportion=0.05598, over 15653.87 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2973, pruned_loss=0.0607, over 1583728.07 frames. utt_duration=1252 frames, utt_pad_proportion=0.05936, over 5064.97 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.306, pruned_loss=0.07145, over 2473129.29 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05695, over 16424.98 utterances.], batch size: 30, lr: 4.44e-04
2022-08-24 15:54:06,477 INFO [train.py:927] (5/8) Epoch 8, batch 2200, giga_loss[loss=0.2094, simple_loss=0.2861, pruned_loss=0.06641, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04338, over 34.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3071, pruned_loss=0.07198, over 2472928.00 frames. utt_duration=629.2 frames, utt_pad_proportion=0.05719, over 15758.60 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2981, pruned_loss=0.06111, over 1614058.93 frames. utt_duration=1254 frames, utt_pad_proportion=0.05728, over 5154.33 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3071, pruned_loss=0.07264, over 2473356.89 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05846, over 16634.92 utterances.], batch size: 34, lr: 4.44e-04
2022-08-24 15:55:49,377 INFO [train.py:927] (5/8) Epoch 8, batch 2250, giga_loss[loss=0.2541, simple_loss=0.3338, pruned_loss=0.08724, over 12391.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04476, over 26.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3069, pruned_loss=0.07142, over 2472424.08 frames. utt_duration=651.3 frames, utt_pad_proportion=0.0541, over 15220.02 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.298, pruned_loss=0.06107, over 1635145.69 frames. utt_duration=1258 frames, utt_pad_proportion=0.05573, over 5206.11 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3071, pruned_loss=0.07221, over 2472900.43 frames. utt_duration=615.8 frames, utt_pad_proportion=0.05572, over 16102.92 utterances.], batch size: 26, lr: 4.44e-04
2022-08-24 15:57:34,084 INFO [train.py:927] (5/8) Epoch 8, batch 2300, giga_loss[loss=0.2185, simple_loss=0.3016, pruned_loss=0.06771, over 12347.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.0303, over 70.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3059, pruned_loss=0.0711, over 2472291.49 frames. utt_duration=629.2 frames, utt_pad_proportion=0.06065, over 15753.73 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2983, pruned_loss=0.06131, over 1651659.20 frames. utt_duration=1261 frames, utt_pad_proportion=0.05451, over 5246.66 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.306, pruned_loss=0.07175, over 2472748.26 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06195, over 16595.69 utterances.], batch size: 70, lr: 4.44e-04
2022-08-24 15:59:18,235 INFO [train.py:927] (5/8) Epoch 8, batch 2350, giga_loss[loss=0.2563, simple_loss=0.3309, pruned_loss=0.09088, over 12377.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3033, pruned_loss=0.06979, over 2471627.43 frames. utt_duration=632 frames, utt_pad_proportion=0.06155, over 15680.25 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2975, pruned_loss=0.06098, over 1679117.08 frames. utt_duration=1269 frames, utt_pad_proportion=0.05312, over 5300.10 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3041, pruned_loss=0.07081, over 2472754.34 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06304, over 16643.69 utterances.], batch size: 258, lr: 4.44e-04
2022-08-24 16:00:59,770 INFO [train.py:927] (5/8) Epoch 8, batch 2400, giga_loss[loss=0.1889, simple_loss=0.269, pruned_loss=0.05438, over 12369.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02687, over 66.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3013, pruned_loss=0.06933, over 2471974.80 frames. utt_duration=640.2 frames, utt_pad_proportion=0.05795, over 15480.41 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2966, pruned_loss=0.0606, over 1698141.46 frames. utt_duration=1277 frames, utt_pad_proportion=0.0518, over 5325.46 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3026, pruned_loss=0.07056, over 2473408.59 frames. utt_duration=602.8 frames, utt_pad_proportion=0.0598, over 16453.18 utterances.], batch size: 66, lr: 4.44e-04
2022-08-24 16:02:43,748 INFO [train.py:927] (5/8) Epoch 8, batch 2450, giga_loss[loss=0.1854, simple_loss=0.2685, pruned_loss=0.05111, over 12189.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03375, over 42.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2998, pruned_loss=0.069, over 2471152.26 frames. utt_duration=629.2 frames, utt_pad_proportion=0.05916, over 15748.42 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2974, pruned_loss=0.06101, over 1720818.64 frames. utt_duration=1277 frames, utt_pad_proportion=0.05036, over 5395.93 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3003, pruned_loss=0.06996, over 2472522.88 frames. utt_duration=591.8 frames, utt_pad_proportion=0.06104, over 16754.42 utterances.], batch size: 42, lr: 4.44e-04
2022-08-24 16:04:26,857 INFO [train.py:927] (5/8) Epoch 8, batch 2500, giga_loss[loss=0.2128, simple_loss=0.278, pruned_loss=0.07376, over 12201.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0326, over 42.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2954, pruned_loss=0.06699, over 2470329.02 frames. utt_duration=611.2 frames, utt_pad_proportion=0.06216, over 16207.06 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2969, pruned_loss=0.06082, over 1731803.36 frames. utt_duration=1282 frames, utt_pad_proportion=0.04961, over 5410.94 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2962, pruned_loss=0.06795, over 2471595.17 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06369, over 17127.70 utterances.], batch size: 42, lr: 4.44e-04
2022-08-24 16:06:11,052 INFO [train.py:927] (5/8) Epoch 8, batch 2550, giga_loss[loss=0.2165, simple_loss=0.3022, pruned_loss=0.0654, over 12437.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03775, over 105.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2942, pruned_loss=0.06607, over 2470895.79 frames. utt_duration=618.5 frames, utt_pad_proportion=0.05918, over 16018.53 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2976, pruned_loss=0.06119, over 1739200.75 frames. utt_duration=1264 frames, utt_pad_proportion=0.05464, over 5509.76 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2944, pruned_loss=0.06666, over 2471866.59 frames. utt_duration=591.9 frames, utt_pad_proportion=0.05922, over 16746.72 utterances.], batch size: 105, lr: 4.44e-04
2022-08-24 16:07:54,582 INFO [train.py:927] (5/8) Epoch 8, batch 2600, giga_loss[loss=0.2614, simple_loss=0.3322, pruned_loss=0.09525, over 12379.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1903, over 363.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2959, pruned_loss=0.06652, over 2471238.18 frames. utt_duration=575 frames, utt_pad_proportion=0.06644, over 17236.31 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2979, pruned_loss=0.06132, over 1746470.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.05404, over 5524.61 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2959, pruned_loss=0.06695, over 2472035.27 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06643, over 17898.66 utterances.], batch size: 363, lr: 4.44e-04
2022-08-24 16:09:36,926 INFO [train.py:927] (5/8) Epoch 8, batch 2650, giga_loss[loss=0.2127, simple_loss=0.2967, pruned_loss=0.06434, over 12462.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03488, over 86.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2956, pruned_loss=0.06523, over 2472004.81 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06359, over 16765.39 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.298, pruned_loss=0.06111, over 1785503.07 frames. utt_duration=1270 frames, utt_pad_proportion=0.05203, over 5629.55 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2955, pruned_loss=0.06597, over 2472553.46 frames. utt_duration=557 frames, utt_pad_proportion=0.06459, over 17805.06 utterances.], batch size: 86, lr: 4.44e-04
2022-08-24 16:11:20,743 INFO [train.py:927] (5/8) Epoch 8, batch 2700, giga_loss[loss=0.2241, simple_loss=0.2913, pruned_loss=0.0785, over 12411.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03882, over 40.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2947, pruned_loss=0.06426, over 2472892.47 frames. utt_duration=590.6 frames, utt_pad_proportion=0.05927, over 16789.93 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2979, pruned_loss=0.06111, over 1795736.15 frames. utt_duration=1273 frames, utt_pad_proportion=0.05121, over 5650.96 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2946, pruned_loss=0.0649, over 2473344.90 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06057, over 17743.90 utterances.], batch size: 40, lr: 4.44e-04
2022-08-24 16:13:03,843 INFO [train.py:927] (5/8) Epoch 8, batch 2750, libri_loss[loss=0.2351, simple_loss=0.3239, pruned_loss=0.0731, over 12478.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007508, over 39.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2957, pruned_loss=0.06496, over 2472760.66 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05968, over 16997.32 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2981, pruned_loss=0.06124, over 1805916.77 frames. utt_duration=1273 frames, utt_pad_proportion=0.05041, over 5679.09 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2954, pruned_loss=0.06542, over 2473033.47 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06097, over 17879.47 utterances.], batch size: 39, lr: 4.44e-04
2022-08-24 16:14:45,158 INFO [train.py:927] (5/8) Epoch 8, batch 2800, giga_loss[loss=0.2315, simple_loss=0.308, pruned_loss=0.0775, over 12263.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03069, over 45.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2971, pruned_loss=0.06552, over 2472758.58 frames. utt_duration=595.7 frames, utt_pad_proportion=0.0563, over 16645.01 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2982, pruned_loss=0.06125, over 1819095.08 frames. utt_duration=1276 frames, utt_pad_proportion=0.04953, over 5708.38 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2968, pruned_loss=0.06595, over 2473024.16 frames. utt_duration=566.2 frames, utt_pad_proportion=0.0578, over 17518.35 utterances.], batch size: 45, lr: 4.44e-04
2022-08-24 16:16:26,874 INFO [train.py:927] (5/8) Epoch 8, batch 2850, giga_loss[loss=0.1978, simple_loss=0.2779, pruned_loss=0.05886, over 12227.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0307, over 42.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2977, pruned_loss=0.06535, over 2473048.43 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05646, over 16861.08 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2974, pruned_loss=0.06088, over 1835077.95 frames. utt_duration=1278 frames, utt_pad_proportion=0.04972, over 5751.88 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.298, pruned_loss=0.06604, over 2473435.36 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05767, over 17765.05 utterances.], batch size: 42, lr: 4.43e-04
2022-08-24 16:18:10,239 INFO [train.py:927] (5/8) Epoch 8, batch 2900, giga_loss[loss=0.2198, simple_loss=0.3088, pruned_loss=0.06539, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04286, over 146.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2989, pruned_loss=0.06602, over 2472548.58 frames. utt_duration=578.4 frames, utt_pad_proportion=0.0608, over 17142.55 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2975, pruned_loss=0.0609, over 1853437.80 frames. utt_duration=1283 frames, utt_pad_proportion=0.04826, over 5783.80 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2991, pruned_loss=0.0667, over 2473379.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06216, over 18161.75 utterances.], batch size: 146, lr: 4.43e-04
2022-08-24 16:19:50,909 INFO [train.py:927] (5/8) Epoch 8, batch 2950, giga_loss[loss=0.1758, simple_loss=0.2663, pruned_loss=0.04265, over 12364.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.0258, over 66.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2979, pruned_loss=0.06601, over 2472574.37 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06001, over 17200.10 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2968, pruned_loss=0.06082, over 1868501.18 frames. utt_duration=1291 frames, utt_pad_proportion=0.04715, over 5796.07 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2985, pruned_loss=0.06673, over 2473470.47 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06155, over 18264.51 utterances.], batch size: 66, lr: 4.43e-04
2022-08-24 16:21:32,160 INFO [train.py:927] (5/8) Epoch 8, batch 3000, giga_loss[loss=0.1999, simple_loss=0.2691, pruned_loss=0.06532, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02991, over 45.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.297, pruned_loss=0.06591, over 2473055.31 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05604, over 17176.88 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2962, pruned_loss=0.06069, over 1889408.31 frames. utt_duration=1299 frames, utt_pad_proportion=0.04569, over 5826.93 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2979, pruned_loss=0.06675, over 2473713.78 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05805, over 18365.40 utterances.], batch size: 45, lr: 4.43e-04
2022-08-24 16:21:32,161 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 16:21:46,472 INFO [train.py:967] (5/8) 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 16:23:24,636 INFO [train.py:927] (5/8) Epoch 8, batch 3050, giga_loss[loss=0.1969, simple_loss=0.2855, pruned_loss=0.05408, over 12395.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02907, over 58.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.299, pruned_loss=0.06573, over 2474034.96 frames. utt_duration=549.8 frames, utt_pad_proportion=0.05839, over 18049.55 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2972, pruned_loss=0.0611, over 1900961.09 frames. utt_duration=1297 frames, utt_pad_proportion=0.04485, over 5869.04 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2991, pruned_loss=0.06622, over 2474593.94 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06012, over 19166.51 utterances.], batch size: 58, lr: 4.43e-04
2022-08-24 16:25:04,886 INFO [train.py:927] (5/8) Epoch 8, batch 3100, libri_loss[loss=0.2287, simple_loss=0.3294, pruned_loss=0.06396, over 12446.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.0106, over 39.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2988, pruned_loss=0.06586, over 2473350.65 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06005, over 17895.78 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.298, pruned_loss=0.06134, over 1914984.78 frames. utt_duration=1299 frames, utt_pad_proportion=0.04373, over 5904.96 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2984, pruned_loss=0.06619, over 2473942.86 frames. utt_duration=521 frames, utt_pad_proportion=0.06184, over 19048.72 utterances.], batch size: 39, lr: 4.43e-04
2022-08-24 16:26:45,383 INFO [train.py:927] (5/8) Epoch 8, batch 3150, libri_loss[loss=0.1911, simple_loss=0.2743, pruned_loss=0.05395, over 12219.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006983, over 31.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2965, pruned_loss=0.0657, over 2474175.71 frames. utt_duration=575 frames, utt_pad_proportion=0.05707, over 17255.99 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2976, pruned_loss=0.06125, over 1928817.68 frames. utt_duration=1304 frames, utt_pad_proportion=0.04276, over 5924.19 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2964, pruned_loss=0.06612, over 2474666.36 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05913, over 18423.94 utterances.], batch size: 31, lr: 4.43e-04
2022-08-24 16:28:26,157 INFO [train.py:927] (5/8) Epoch 8, batch 3200, giga_loss[loss=0.2231, simple_loss=0.303, pruned_loss=0.0716, over 12414.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.04003, over 123.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.295, pruned_loss=0.06559, over 2473616.99 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05779, over 17207.39 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2978, pruned_loss=0.06146, over 1934259.77 frames. utt_duration=1287 frames, utt_pad_proportion=0.0493, over 6018.94 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2947, pruned_loss=0.0658, over 2473999.12 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05747, over 18135.89 utterances.], batch size: 123, lr: 4.43e-04
2022-08-24 16:30:08,601 INFO [train.py:927] (5/8) Epoch 8, batch 3250, giga_loss[loss=0.1475, simple_loss=0.2287, pruned_loss=0.03314, over 12205.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.04058, over 28.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2922, pruned_loss=0.06466, over 2473508.78 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06032, over 17494.33 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2979, pruned_loss=0.06168, over 1949699.74 frames. utt_duration=1291 frames, utt_pad_proportion=0.04793, over 6046.97 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2917, pruned_loss=0.06475, over 2474338.07 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06047, over 18533.80 utterances.], batch size: 28, lr: 4.43e-04
2022-08-24 16:31:50,297 INFO [train.py:927] (5/8) Epoch 8, batch 3300, giga_loss[loss=0.2159, simple_loss=0.2998, pruned_loss=0.06603, over 12456.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03231, over 105.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2886, pruned_loss=0.06331, over 2473301.55 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05766, over 17330.25 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2977, pruned_loss=0.06165, over 1957498.23 frames. utt_duration=1295 frames, utt_pad_proportion=0.04727, over 6054.23 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2882, pruned_loss=0.06344, over 2473982.24 frames. utt_duration=542.6 frames, utt_pad_proportion=0.05815, over 18289.58 utterances.], batch size: 105, lr: 4.43e-04
2022-08-24 16:33:31,560 INFO [train.py:927] (5/8) Epoch 8, batch 3350, giga_loss[loss=0.209, simple_loss=0.2836, pruned_loss=0.0672, over 12420.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.04001, over 43.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2906, pruned_loss=0.0638, over 2473770.28 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05411, over 17033.62 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2979, pruned_loss=0.06167, over 1965261.97 frames. utt_duration=1295 frames, utt_pad_proportion=0.04664, over 6075.35 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2901, pruned_loss=0.0639, over 2474251.27 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05491, over 17922.05 utterances.], batch size: 43, lr: 4.43e-04
2022-08-24 16:35:11,823 INFO [train.py:927] (5/8) Epoch 8, batch 3400, giga_loss[loss=0.2133, simple_loss=0.2958, pruned_loss=0.06535, over 12271.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03023, over 45.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2927, pruned_loss=0.06417, over 2473925.58 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05, over 16417.74 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.298, pruned_loss=0.06183, over 1980123.83 frames. utt_duration=1301 frames, utt_pad_proportion=0.04535, over 6092.80 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2921, pruned_loss=0.0642, over 2474487.90 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05132, over 17398.87 utterances.], batch size: 45, lr: 4.43e-04
2022-08-24 16:36:55,965 INFO [train.py:927] (5/8) Epoch 8, batch 3450, giga_loss[loss=0.2291, simple_loss=0.3129, pruned_loss=0.0727, over 12368.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02706, over 66.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2965, pruned_loss=0.06619, over 2474844.31 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05349, over 16818.12 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2986, pruned_loss=0.06229, over 1992616.64 frames. utt_duration=1286 frames, utt_pad_proportion=0.0502, over 6205.24 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2955, pruned_loss=0.06598, over 2475060.85 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05282, over 17736.10 utterances.], batch size: 66, lr: 4.43e-04
2022-08-24 16:38:51,291 INFO [train.py:927] (5/8) Epoch 8, batch 3500, libri_loss[loss=0.2228, simple_loss=0.3109, pruned_loss=0.06734, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005728, over 37.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3024, pruned_loss=0.07076, over 2474127.23 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06054, over 17174.23 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.299, pruned_loss=0.06234, over 2011885.91 frames. utt_duration=1287 frames, utt_pad_proportion=0.04847, over 6259.04 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3014, pruned_loss=0.0708, over 2473984.92 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06034, over 18266.55 utterances.], batch size: 37, lr: 4.43e-04
2022-08-24 16:40:34,757 INFO [train.py:927] (5/8) Epoch 8, batch 3550, giga_loss[loss=0.2706, simple_loss=0.3519, pruned_loss=0.0946, over 12284.00 frames. utt_duration=911.3 frames, utt_pad_proportion=0.02643, over 54.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3099, pruned_loss=0.07539, over 2474075.57 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06285, over 18360.53 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2995, pruned_loss=0.06247, over 2020763.74 frames. utt_duration=1283 frames, utt_pad_proportion=0.04869, over 6305.36 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3088, pruned_loss=0.07552, over 2474236.67 frames. utt_duration=511.8 frames, utt_pad_proportion=0.0626, over 19393.24 utterances.], batch size: 54, lr: 4.43e-04
2022-08-24 16:42:19,174 INFO [train.py:927] (5/8) Epoch 8, batch 3600, giga_loss[loss=0.2142, simple_loss=0.2865, pruned_loss=0.07092, over 12356.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04564, over 26.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.317, pruned_loss=0.08059, over 2474831.63 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06988, over 19349.38 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3008, pruned_loss=0.06228, over 2032001.33 frames. utt_duration=1289 frames, utt_pad_proportion=0.04762, over 6313.73 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3154, pruned_loss=0.08117, over 2474952.21 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06974, over 20447.35 utterances.], batch size: 26, lr: 4.43e-04
2022-08-24 16:44:03,067 INFO [train.py:927] (5/8) Epoch 8, batch 3650, giga_loss[loss=0.244, simple_loss=0.3192, pruned_loss=0.08439, over 12409.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03932, over 37.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3211, pruned_loss=0.08443, over 2474836.64 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06995, over 19908.35 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.3, pruned_loss=0.06192, over 2047080.92 frames. utt_duration=1291 frames, utt_pad_proportion=0.04741, over 6348.61 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.321, pruned_loss=0.08578, over 2475123.63 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07016, over 21174.12 utterances.], batch size: 37, lr: 4.43e-04
2022-08-24 16:45:52,046 INFO [train.py:927] (5/8) Epoch 8, batch 3700, giga_loss[loss=0.3443, simple_loss=0.3833, pruned_loss=0.1527, over 12348.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2148, over 374.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3274, pruned_loss=0.09045, over 2474908.30 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07875, over 21621.27 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3004, pruned_loss=0.06212, over 2053468.87 frames. utt_duration=1286 frames, utt_pad_proportion=0.04784, over 6395.26 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3273, pruned_loss=0.09169, over 2475135.99 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07847, over 22763.36 utterances.], batch size: 374, lr: 4.42e-04
2022-08-24 16:47:41,940 INFO [train.py:927] (5/8) Epoch 8, batch 3750, giga_loss[loss=0.2407, simple_loss=0.3179, pruned_loss=0.08171, over 12312.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02927, over 74.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.335, pruned_loss=0.09864, over 2475068.98 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08161, over 22356.95 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3003, pruned_loss=0.06273, over 2070008.11 frames. utt_duration=1295 frames, utt_pad_proportion=0.04644, over 6403.50 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3361, pruned_loss=0.1004, over 2475287.67 frames. utt_duration=416.9 frames, utt_pad_proportion=0.08189, over 23835.35 utterances.], batch size: 74, lr: 4.42e-04
2022-08-24 16:49:28,400 INFO [train.py:927] (5/8) Epoch 8, batch 3800, giga_loss[loss=0.2657, simple_loss=0.3419, pruned_loss=0.09477, over 12386.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03095, over 62.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3363, pruned_loss=0.1005, over 2475325.06 frames. utt_duration=453 frames, utt_pad_proportion=0.08148, over 21928.25 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3012, pruned_loss=0.0636, over 2087910.67 frames. utt_duration=1279 frames, utt_pad_proportion=0.0513, over 6537.75 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.338, pruned_loss=0.1027, over 2475477.64 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08115, over 23667.17 utterances.], batch size: 62, lr: 4.42e-04
2022-08-24 16:51:11,230 INFO [train.py:927] (5/8) Epoch 8, batch 3850, giga_loss[loss=0.3519, simple_loss=0.3834, pruned_loss=0.1602, over 12386.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.337, pruned_loss=0.09999, over 2475513.47 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07547, over 21347.72 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3012, pruned_loss=0.0636, over 2087910.67 frames. utt_duration=1279 frames, utt_pad_proportion=0.0513, over 6537.75 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3383, pruned_loss=0.1018, over 2475632.23 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07557, over 22701.14 utterances.], batch size: 257, lr: 4.42e-04
2022-08-24 16:52:58,620 INFO [train.py:927] (5/8) Epoch 8, batch 3900, giga_loss[loss=0.3022, simple_loss=0.3456, pruned_loss=0.1294, over 12339.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1938, over 364.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3373, pruned_loss=0.09967, over 2475034.79 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07729, over 21629.02 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3009, pruned_loss=0.0635, over 2095264.23 frames. utt_duration=1280 frames, utt_pad_proportion=0.05074, over 6557.01 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3392, pruned_loss=0.1018, over 2475433.54 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07754, over 22951.39 utterances.], batch size: 364, lr: 4.42e-04
2022-08-24 16:54:48,101 INFO [train.py:927] (5/8) Epoch 8, batch 3950, giga_loss[loss=0.2819, simple_loss=0.3409, pruned_loss=0.1115, over 12340.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1919, over 363.00 utterances.], tot_loss[loss=0.262, simple_loss=0.334, pruned_loss=0.09502, over 2474934.71 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07379, over 20506.65 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3005, pruned_loss=0.06328, over 2104199.53 frames. utt_duration=1285 frames, utt_pad_proportion=0.0499, over 6558.00 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3366, pruned_loss=0.09766, over 2475685.68 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07457, over 21885.78 utterances.], batch size: 363, lr: 4.42e-04
2022-08-24 16:56:33,982 INFO [train.py:927] (5/8) Epoch 8, batch 4000, libri_loss[loss=0.2074, simple_loss=0.2935, pruned_loss=0.06068, over 12458.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008605, over 37.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3297, pruned_loss=0.09097, over 2474575.08 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07018, over 20251.76 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2998, pruned_loss=0.06287, over 2116459.48 frames. utt_duration=1293 frames, utt_pad_proportion=0.04849, over 6553.52 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3335, pruned_loss=0.09437, over 2475646.13 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07162, over 21813.01 utterances.], batch size: 37, lr: 4.42e-04
2022-08-24 16:58:20,463 INFO [train.py:927] (5/8) Epoch 8, batch 4050, giga_loss[loss=0.2328, simple_loss=0.3162, pruned_loss=0.0747, over 12451.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03103, over 75.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3289, pruned_loss=0.09048, over 2474353.08 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07134, over 20647.55 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2998, pruned_loss=0.06288, over 2119877.45 frames. utt_duration=1293 frames, utt_pad_proportion=0.04816, over 6565.91 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3321, pruned_loss=0.09337, over 2475322.46 frames. utt_duration=452 frames, utt_pad_proportion=0.07255, over 21977.68 utterances.], batch size: 75, lr: 4.42e-04
2022-08-24 17:00:17,645 INFO [train.py:927] (5/8) Epoch 8, batch 4100, giga_loss[loss=0.2358, simple_loss=0.3165, pruned_loss=0.07753, over 12379.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04038, over 113.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3279, pruned_loss=0.08916, over 2473811.01 frames. utt_duration=480 frames, utt_pad_proportion=0.07313, over 20679.45 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2999, pruned_loss=0.06277, over 2124896.11 frames. utt_duration=1296 frames, utt_pad_proportion=0.04754, over 6567.43 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3307, pruned_loss=0.09189, over 2474820.39 frames. utt_duration=453 frames, utt_pad_proportion=0.07428, over 21921.77 utterances.], batch size: 113, lr: 4.42e-04
2022-08-24 17:02:04,548 INFO [train.py:927] (5/8) Epoch 8, batch 4150, libri_loss[loss=0.211, simple_loss=0.3016, pruned_loss=0.06018, over 12264.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009399, over 37.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3281, pruned_loss=0.08771, over 2473603.33 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07406, over 20697.92 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2995, pruned_loss=0.06265, over 2134867.29 frames. utt_duration=1296 frames, utt_pad_proportion=0.04747, over 6594.46 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3314, pruned_loss=0.09072, over 2474756.36 frames. utt_duration=450 frames, utt_pad_proportion=0.07517, over 22066.65 utterances.], batch size: 37, lr: 4.42e-04
2022-08-24 17:03:50,922 INFO [train.py:927] (5/8) Epoch 8, batch 4200, giga_loss[loss=0.2302, simple_loss=0.3144, pruned_loss=0.07296, over 12376.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.0478, over 31.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3277, pruned_loss=0.08722, over 2474429.51 frames. utt_duration=486.4 frames, utt_pad_proportion=0.0722, over 20411.09 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3, pruned_loss=0.06295, over 2144773.50 frames. utt_duration=1281 frames, utt_pad_proportion=0.05188, over 6704.76 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3307, pruned_loss=0.09008, over 2475474.65 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07223, over 21800.34 utterances.], batch size: 31, lr: 4.42e-04
2022-08-24 17:05:38,784 INFO [train.py:927] (5/8) Epoch 8, batch 4250, giga_loss[loss=0.2075, simple_loss=0.2899, pruned_loss=0.06252, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03571, over 40.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3252, pruned_loss=0.08601, over 2474753.54 frames. utt_duration=498.6 frames, utt_pad_proportion=0.0694, over 19911.43 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2999, pruned_loss=0.0629, over 2151399.39 frames. utt_duration=1285 frames, utt_pad_proportion=0.05097, over 6706.69 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3282, pruned_loss=0.08872, over 2475495.46 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06995, over 21246.23 utterances.], batch size: 40, lr: 4.42e-04
2022-08-24 17:07:28,448 INFO [train.py:927] (5/8) Epoch 8, batch 4300, giga_loss[loss=0.275, simple_loss=0.3495, pruned_loss=0.1003, over 12409.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03106, over 80.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3241, pruned_loss=0.08516, over 2474404.04 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06924, over 19710.07 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3001, pruned_loss=0.06301, over 2154458.60 frames. utt_duration=1286 frames, utt_pad_proportion=0.0505, over 6711.62 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3265, pruned_loss=0.0874, over 2475118.60 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06986, over 20859.28 utterances.], batch size: 80, lr: 4.42e-04
2022-08-24 17:09:13,535 INFO [train.py:927] (5/8) Epoch 8, batch 4350, giga_loss[loss=0.2226, simple_loss=0.3004, pruned_loss=0.07235, over 12449.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.036, over 43.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3236, pruned_loss=0.08416, over 2474021.97 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07402, over 20282.93 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3004, pruned_loss=0.06299, over 2159088.42 frames. utt_duration=1288 frames, utt_pad_proportion=0.04987, over 6711.96 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3255, pruned_loss=0.08624, over 2474716.86 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07452, over 21366.63 utterances.], batch size: 43, lr: 4.42e-04
2022-08-24 17:11:01,966 INFO [train.py:927] (5/8) Epoch 8, batch 4400, giga_loss[loss=0.3176, simple_loss=0.3698, pruned_loss=0.1327, over 12395.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06949, over 211.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3225, pruned_loss=0.08392, over 2474361.67 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07497, over 20820.58 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3007, pruned_loss=0.06295, over 2165414.05 frames. utt_duration=1289 frames, utt_pad_proportion=0.04912, over 6728.55 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3243, pruned_loss=0.08602, over 2474853.59 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07572, over 21936.39 utterances.], batch size: 211, lr: 4.42e-04
2022-08-24 17:12:48,676 INFO [train.py:927] (5/8) Epoch 8, batch 4450, giga_loss[loss=0.2153, simple_loss=0.2999, pruned_loss=0.06533, over 12329.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.0345, over 51.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3197, pruned_loss=0.08297, over 2474125.91 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06945, over 19899.67 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3001, pruned_loss=0.06268, over 2170981.93 frames. utt_duration=1295 frames, utt_pad_proportion=0.04837, over 6716.06 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.322, pruned_loss=0.08521, over 2475005.89 frames. utt_duration=472 frames, utt_pad_proportion=0.07067, over 21039.15 utterances.], batch size: 51, lr: 4.42e-04
2022-08-24 17:14:36,312 INFO [train.py:927] (5/8) Epoch 8, batch 4500, libri_loss[loss=0.239, simple_loss=0.3317, pruned_loss=0.07314, over 12448.00 frames. utt_duration=744.8 frames, utt_pad_proportion=0.1459, over 67.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3185, pruned_loss=0.08292, over 2474356.82 frames. utt_duration=491.4 frames, utt_pad_proportion=0.0697, over 20200.52 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3005, pruned_loss=0.06293, over 2174063.63 frames. utt_duration=1275 frames, utt_pad_proportion=0.05402, over 6830.49 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3201, pruned_loss=0.08467, over 2474988.59 frames. utt_duration=470.2 frames, utt_pad_proportion=0.0692, over 21119.28 utterances.], batch size: 67, lr: 4.42e-04
2022-08-24 17:16:22,888 INFO [train.py:927] (5/8) Epoch 8, batch 4550, giga_loss[loss=0.2489, simple_loss=0.316, pruned_loss=0.09095, over 12368.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06063, over 182.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3178, pruned_loss=0.08253, over 2473701.73 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06726, over 19994.16 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3008, pruned_loss=0.06277, over 2181444.77 frames. utt_duration=1274 frames, utt_pad_proportion=0.05417, over 6854.64 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3192, pruned_loss=0.08452, over 2474249.98 frames. utt_duration=472.5 frames, utt_pad_proportion=0.067, over 21007.55 utterances.], batch size: 182, lr: 4.41e-04
2022-08-24 17:18:05,662 INFO [train.py:927] (5/8) Epoch 8, batch 4600, giga_loss[loss=0.2435, simple_loss=0.3196, pruned_loss=0.08368, over 12306.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02448, over 45.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.317, pruned_loss=0.08139, over 2473697.56 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07368, over 19858.74 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3007, pruned_loss=0.06277, over 2197249.12 frames. utt_duration=1280 frames, utt_pad_proportion=0.05184, over 6874.04 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3191, pruned_loss=0.084, over 2474040.04 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07404, over 21325.15 utterances.], batch size: 45, lr: 4.41e-04
2022-08-24 17:19:51,328 INFO [train.py:927] (5/8) Epoch 8, batch 4650, giga_loss[loss=0.2224, simple_loss=0.3082, pruned_loss=0.06833, over 12367.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03234, over 51.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.317, pruned_loss=0.08135, over 2473600.59 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07341, over 20097.84 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3006, pruned_loss=0.06288, over 2204105.51 frames. utt_duration=1285 frames, utt_pad_proportion=0.05076, over 6867.25 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3191, pruned_loss=0.08375, over 2473876.78 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07414, over 21545.84 utterances.], batch size: 51, lr: 4.41e-04
2022-08-24 17:21:36,342 INFO [train.py:927] (5/8) Epoch 8, batch 4700, giga_loss[loss=0.2733, simple_loss=0.3228, pruned_loss=0.1119, over 12333.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2074, over 370.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3196, pruned_loss=0.08366, over 2473533.25 frames. utt_duration=484.1 frames, utt_pad_proportion=0.0761, over 20498.56 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3009, pruned_loss=0.06299, over 2212296.05 frames. utt_duration=1283 frames, utt_pad_proportion=0.04995, over 6904.82 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3214, pruned_loss=0.08599, over 2473556.38 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07695, over 21980.89 utterances.], batch size: 370, lr: 4.41e-04
2022-08-24 17:23:20,114 INFO [train.py:927] (5/8) Epoch 8, batch 4750, giga_loss[loss=0.2346, simple_loss=0.308, pruned_loss=0.08056, over 12418.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04671, over 161.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3196, pruned_loss=0.0849, over 2473438.75 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07539, over 20506.16 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3005, pruned_loss=0.06295, over 2222250.22 frames. utt_duration=1290 frames, utt_pad_proportion=0.04861, over 6899.57 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3222, pruned_loss=0.08758, over 2473729.04 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07679, over 22195.67 utterances.], batch size: 161, lr: 4.41e-04
2022-08-24 17:25:04,476 INFO [train.py:927] (5/8) Epoch 8, batch 4800, libri_loss[loss=0.1764, simple_loss=0.2614, pruned_loss=0.04571, over 12218.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009016, over 29.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3201, pruned_loss=0.08556, over 2472927.80 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07672, over 20427.96 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3007, pruned_loss=0.06298, over 2229230.40 frames. utt_duration=1293 frames, utt_pad_proportion=0.04773, over 6903.49 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3225, pruned_loss=0.08832, over 2473604.81 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07829, over 22164.95 utterances.], batch size: 29, lr: 4.41e-04
2022-08-24 17:26:47,744 INFO [train.py:927] (5/8) Epoch 8, batch 4850, giga_loss[loss=0.2313, simple_loss=0.3061, pruned_loss=0.07828, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03463, over 123.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3204, pruned_loss=0.08471, over 2472958.42 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07946, over 21133.74 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3004, pruned_loss=0.06279, over 2236138.03 frames. utt_duration=1298 frames, utt_pad_proportion=0.04664, over 6901.42 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3231, pruned_loss=0.08766, over 2473748.64 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08097, over 22900.17 utterances.], batch size: 123, lr: 4.41e-04
2022-08-24 17:28:34,505 INFO [train.py:927] (5/8) Epoch 8, batch 4900, giga_loss[loss=0.2212, simple_loss=0.3016, pruned_loss=0.07042, over 12442.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03129, over 80.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08357, over 2473428.37 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07703, over 21147.16 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3001, pruned_loss=0.06273, over 2243065.80 frames. utt_duration=1302 frames, utt_pad_proportion=0.04549, over 6897.47 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3213, pruned_loss=0.08653, over 2474148.52 frames. utt_duration=433 frames, utt_pad_proportion=0.07897, over 22932.20 utterances.], batch size: 80, lr: 4.41e-04
2022-08-24 17:30:18,590 INFO [train.py:927] (5/8) Epoch 8, batch 4950, giga_loss[loss=0.2225, simple_loss=0.3065, pruned_loss=0.06926, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02867, over 70.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3168, pruned_loss=0.0827, over 2474609.13 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07379, over 20415.33 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2993, pruned_loss=0.06239, over 2254248.58 frames. utt_duration=1304 frames, utt_pad_proportion=0.04485, over 6920.28 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3206, pruned_loss=0.08634, over 2475320.81 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07627, over 22489.63 utterances.], batch size: 70, lr: 4.41e-04
2022-08-24 17:32:06,110 INFO [train.py:927] (5/8) Epoch 8, batch 5000, giga_loss[loss=0.3005, simple_loss=0.3769, pruned_loss=0.1121, over 12364.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06557, over 183.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3193, pruned_loss=0.08341, over 2474404.50 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07086, over 19867.68 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2998, pruned_loss=0.06257, over 2261408.47 frames. utt_duration=1301 frames, utt_pad_proportion=0.04454, over 6960.78 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3226, pruned_loss=0.08683, over 2475353.90 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07353, over 21910.09 utterances.], batch size: 183, lr: 4.41e-04
2022-08-24 17:33:49,818 INFO [train.py:927] (5/8) Epoch 8, batch 5050, giga_loss[loss=0.2292, simple_loss=0.3103, pruned_loss=0.07407, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02625, over 48.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3207, pruned_loss=0.08306, over 2473831.82 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07399, over 20046.69 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2997, pruned_loss=0.0626, over 2267389.99 frames. utt_duration=1303 frames, utt_pad_proportion=0.04389, over 6966.89 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.324, pruned_loss=0.08635, over 2474898.99 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07635, over 22042.19 utterances.], batch size: 48, lr: 4.41e-04
2022-08-24 17:35:34,185 INFO [train.py:927] (5/8) Epoch 8, batch 5100, libri_loss[loss=0.2204, simple_loss=0.2942, pruned_loss=0.0733, over 12191.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01108, over 29.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3232, pruned_loss=0.08505, over 2473123.91 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07219, over 20073.63 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2998, pruned_loss=0.0628, over 2270266.46 frames. utt_duration=1305 frames, utt_pad_proportion=0.04337, over 6964.38 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.326, pruned_loss=0.08778, over 2474153.45 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07449, over 21832.98 utterances.], batch size: 29, lr: 4.41e-04
2022-08-24 17:37:21,270 INFO [train.py:927] (5/8) Epoch 8, batch 5150, giga_loss[loss=0.2318, simple_loss=0.3053, pruned_loss=0.07919, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03585, over 43.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3242, pruned_loss=0.08698, over 2472492.37 frames. utt_duration=475.9 frames, utt_pad_proportion=0.0823, over 20843.83 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3003, pruned_loss=0.06298, over 2279080.17 frames. utt_duration=1293 frames, utt_pad_proportion=0.04601, over 7060.88 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.327, pruned_loss=0.08995, over 2473448.04 frames. utt_duration=437 frames, utt_pad_proportion=0.08312, over 22717.54 utterances.], batch size: 43, lr: 4.41e-04
2022-08-24 17:39:05,964 INFO [train.py:927] (5/8) Epoch 8, batch 5200, giga_loss[loss=0.2385, simple_loss=0.3129, pruned_loss=0.08202, over 12385.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03503, over 80.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3222, pruned_loss=0.08636, over 2472455.32 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07925, over 20306.03 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3, pruned_loss=0.06274, over 2286704.53 frames. utt_duration=1282 frames, utt_pad_proportion=0.05021, over 7143.53 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3255, pruned_loss=0.08979, over 2473221.40 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07952, over 22226.78 utterances.], batch size: 80, lr: 4.41e-04
2022-08-24 17:40:54,253 INFO [train.py:927] (5/8) Epoch 8, batch 5250, giga_loss[loss=0.2842, simple_loss=0.3527, pruned_loss=0.1079, over 12361.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03149, over 97.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.322, pruned_loss=0.08626, over 2471958.62 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07611, over 20128.70 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3002, pruned_loss=0.06252, over 2289144.15 frames. utt_duration=1286 frames, utt_pad_proportion=0.04968, over 7128.42 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3247, pruned_loss=0.08946, over 2472866.50 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07679, over 21831.39 utterances.], batch size: 97, lr: 4.41e-04
2022-08-24 17:42:39,044 INFO [train.py:927] (5/8) Epoch 8, batch 5300, giga_loss[loss=0.2383, simple_loss=0.3233, pruned_loss=0.07663, over 12436.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3198, pruned_loss=0.08567, over 2471535.61 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07532, over 19863.52 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3001, pruned_loss=0.06252, over 2292789.57 frames. utt_duration=1287 frames, utt_pad_proportion=0.04905, over 7132.86 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3225, pruned_loss=0.08866, over 2472220.43 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07624, over 21446.89 utterances.], batch size: 80, lr: 4.41e-04
2022-08-24 17:44:23,261 INFO [train.py:927] (5/8) Epoch 8, batch 5350, giga_loss[loss=0.2762, simple_loss=0.3427, pruned_loss=0.1049, over 12434.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04457, over 134.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3216, pruned_loss=0.08637, over 2472133.24 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07102, over 20130.77 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3003, pruned_loss=0.06272, over 2295521.10 frames. utt_duration=1289 frames, utt_pad_proportion=0.04842, over 7131.86 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3237, pruned_loss=0.08888, over 2472609.01 frames. utt_duration=460.3 frames, utt_pad_proportion=0.0723, over 21556.28 utterances.], batch size: 134, lr: 4.41e-04
2022-08-24 17:46:10,356 INFO [train.py:927] (5/8) Epoch 8, batch 5400, giga_loss[loss=0.1873, simple_loss=0.2649, pruned_loss=0.05481, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04476, over 31.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3203, pruned_loss=0.08565, over 2472516.57 frames. utt_duration=512 frames, utt_pad_proportion=0.06849, over 19373.78 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2999, pruned_loss=0.06243, over 2300227.86 frames. utt_duration=1294 frames, utt_pad_proportion=0.04737, over 7116.11 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.323, pruned_loss=0.08853, over 2473375.98 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07018, over 20868.97 utterances.], batch size: 31, lr: 4.41e-04
2022-08-24 17:47:55,129 INFO [train.py:927] (5/8) Epoch 8, batch 5450, giga_loss[loss=0.2478, simple_loss=0.3348, pruned_loss=0.08038, over 12394.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03708, over 113.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3227, pruned_loss=0.08539, over 2473591.69 frames. utt_duration=509 frames, utt_pad_proportion=0.07042, over 19496.95 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3005, pruned_loss=0.06272, over 2304695.94 frames. utt_duration=1288 frames, utt_pad_proportion=0.04751, over 7163.68 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3248, pruned_loss=0.08797, over 2474109.59 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07179, over 20925.31 utterances.], batch size: 113, lr: 4.40e-04
2022-08-24 17:49:46,315 INFO [train.py:927] (5/8) Epoch 8, batch 5500, giga_loss[loss=0.2678, simple_loss=0.3417, pruned_loss=0.09699, over 12345.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3251, pruned_loss=0.08579, over 2472853.10 frames. utt_duration=506.8 frames, utt_pad_proportion=0.07118, over 19573.07 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3005, pruned_loss=0.06255, over 2310823.40 frames. utt_duration=1294 frames, utt_pad_proportion=0.04602, over 7152.26 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3276, pruned_loss=0.08882, over 2473718.26 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07293, over 21177.13 utterances.], batch size: 58, lr: 4.40e-04
2022-08-24 17:51:28,931 INFO [train.py:927] (5/8) Epoch 8, batch 5550, giga_loss[loss=0.2258, simple_loss=0.3077, pruned_loss=0.07193, over 12154.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03486, over 36.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.327, pruned_loss=0.08781, over 2472165.82 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07247, over 19948.41 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3001, pruned_loss=0.06247, over 2313061.96 frames. utt_duration=1297 frames, utt_pad_proportion=0.04549, over 7141.02 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3297, pruned_loss=0.09062, over 2473023.08 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07402, over 21403.00 utterances.], batch size: 36, lr: 4.40e-04
2022-08-24 17:53:14,186 INFO [train.py:927] (5/8) Epoch 8, batch 5600, giga_loss[loss=0.3236, simple_loss=0.3665, pruned_loss=0.1404, over 12382.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3264, pruned_loss=0.08773, over 2471949.54 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06992, over 20017.07 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2994, pruned_loss=0.06216, over 2317084.04 frames. utt_duration=1304 frames, utt_pad_proportion=0.04449, over 7116.94 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.33, pruned_loss=0.09093, over 2473272.12 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07179, over 21545.36 utterances.], batch size: 258, lr: 4.40e-04
2022-08-24 17:54:59,608 INFO [train.py:927] (5/8) Epoch 8, batch 5650, giga_loss[loss=0.269, simple_loss=0.3422, pruned_loss=0.09786, over 12435.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04441, over 134.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3248, pruned_loss=0.08536, over 2472707.73 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06872, over 19873.71 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2985, pruned_loss=0.0619, over 2320732.16 frames. utt_duration=1310 frames, utt_pad_proportion=0.04368, over 7094.28 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3289, pruned_loss=0.08868, over 2473944.12 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07073, over 21402.33 utterances.], batch size: 134, lr: 4.40e-04
2022-08-24 17:56:47,214 INFO [train.py:927] (5/8) Epoch 8, batch 5700, libri_loss[loss=0.2297, simple_loss=0.3307, pruned_loss=0.06432, over 12475.00 frames. utt_duration=757.3 frames, utt_pad_proportion=0.1404, over 66.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3266, pruned_loss=0.08655, over 2473458.29 frames. utt_duration=479 frames, utt_pad_proportion=0.07489, over 20721.30 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2986, pruned_loss=0.06185, over 2323058.88 frames. utt_duration=1307 frames, utt_pad_proportion=0.04426, over 7119.87 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3301, pruned_loss=0.08954, over 2474380.46 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07603, over 22086.08 utterances.], batch size: 66, lr: 4.40e-04
2022-08-24 17:58:33,498 INFO [train.py:927] (5/8) Epoch 8, batch 5750, giga_loss[loss=0.2553, simple_loss=0.3295, pruned_loss=0.09058, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3268, pruned_loss=0.08692, over 2472645.56 frames. utt_duration=471.8 frames, utt_pad_proportion=0.0776, over 21028.36 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3001, pruned_loss=0.06231, over 2324584.55 frames. utt_duration=1279 frames, utt_pad_proportion=0.05288, over 7276.28 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3285, pruned_loss=0.08911, over 2473344.76 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07624, over 22082.84 utterances.], batch size: 97, lr: 4.40e-04
2022-08-24 18:00:20,499 INFO [train.py:927] (5/8) Epoch 8, batch 5800, giga_loss[loss=0.2651, simple_loss=0.3322, pruned_loss=0.09897, over 12380.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05955, over 182.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3247, pruned_loss=0.08672, over 2472955.72 frames. utt_duration=467 frames, utt_pad_proportion=0.07865, over 21249.15 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2999, pruned_loss=0.06221, over 2327248.48 frames. utt_duration=1284 frames, utt_pad_proportion=0.05223, over 7257.92 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3267, pruned_loss=0.089, over 2473759.50 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07782, over 22351.81 utterances.], batch size: 182, lr: 4.40e-04
2022-08-24 18:02:04,231 INFO [train.py:927] (5/8) Epoch 8, batch 5850, libri_loss[loss=0.2252, simple_loss=0.3202, pruned_loss=0.06512, over 12403.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.01117, over 41.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3231, pruned_loss=0.08689, over 2472760.95 frames. utt_duration=457.9 frames, utt_pad_proportion=0.08237, over 21671.35 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2999, pruned_loss=0.06222, over 2330654.31 frames. utt_duration=1285 frames, utt_pad_proportion=0.05125, over 7262.43 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3252, pruned_loss=0.08925, over 2473594.61 frames. utt_duration=434 frames, utt_pad_proportion=0.08206, over 22873.83 utterances.], batch size: 41, lr: 4.40e-04
2022-08-24 18:03:46,403 INFO [train.py:927] (5/8) Epoch 8, batch 5900, giga_loss[loss=0.2, simple_loss=0.2882, pruned_loss=0.05591, over 12402.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05095, over 161.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3199, pruned_loss=0.08387, over 2473846.08 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07608, over 21105.68 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2992, pruned_loss=0.06188, over 2334167.75 frames. utt_duration=1291 frames, utt_pad_proportion=0.05032, over 7238.18 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3227, pruned_loss=0.08657, over 2474528.52 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07662, over 22398.14 utterances.], batch size: 161, lr: 4.40e-04
2022-08-24 18:05:34,824 INFO [train.py:927] (5/8) Epoch 8, batch 5950, giga_loss[loss=0.2585, simple_loss=0.3236, pruned_loss=0.09673, over 12375.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.033, over 122.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3168, pruned_loss=0.08131, over 2473450.88 frames. utt_duration=484.8 frames, utt_pad_proportion=0.0751, over 20472.08 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.299, pruned_loss=0.06188, over 2337447.04 frames. utt_duration=1295 frames, utt_pad_proportion=0.04932, over 7228.30 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3196, pruned_loss=0.08392, over 2474129.28 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07608, over 21816.29 utterances.], batch size: 122, lr: 4.40e-04
2022-08-24 18:07:20,888 INFO [train.py:927] (5/8) Epoch 8, batch 6000, libri_loss[loss=0.1748, simple_loss=0.2587, pruned_loss=0.04548, over 12426.00 frames. utt_duration=1716 frames, utt_pad_proportion=0.01227, over 29.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3143, pruned_loss=0.08103, over 2474369.38 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0789, over 20880.82 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2988, pruned_loss=0.06179, over 2342634.33 frames. utt_duration=1296 frames, utt_pad_proportion=0.04908, over 7236.24 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3173, pruned_loss=0.08386, over 2474454.78 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07985, over 22406.74 utterances.], batch size: 29, lr: 4.40e-04
2022-08-24 18:07:20,889 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 18:07:35,605 INFO [train.py:967] (5/8) Epoch 8, validation: loss=0.1868, simple_loss=0.293, pruned_loss=0.0403, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 18:09:18,181 INFO [train.py:927] (5/8) Epoch 8, batch 6050, libri_loss[loss=0.2538, simple_loss=0.3445, pruned_loss=0.08156, over 12437.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02168, over 43.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3149, pruned_loss=0.08125, over 2474642.34 frames. utt_duration=473.4 frames, utt_pad_proportion=0.08051, over 20974.43 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2992, pruned_loss=0.0619, over 2344025.63 frames. utt_duration=1295 frames, utt_pad_proportion=0.04878, over 7249.84 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3171, pruned_loss=0.08356, over 2474634.61 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08137, over 22287.17 utterances.], batch size: 43, lr: 4.40e-04
2022-08-24 18:11:03,436 INFO [train.py:927] (5/8) Epoch 8, batch 6100, giga_loss[loss=0.2513, simple_loss=0.3363, pruned_loss=0.08314, over 12427.00 frames. utt_duration=803.4 frames, utt_pad_proportion=0.02732, over 62.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3161, pruned_loss=0.08164, over 2474599.18 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07397, over 20450.54 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2995, pruned_loss=0.06186, over 2345932.18 frames. utt_duration=1297 frames, utt_pad_proportion=0.04818, over 7245.09 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3178, pruned_loss=0.08377, over 2474637.30 frames. utt_duration=458.1 frames, utt_pad_proportion=0.0753, over 21677.99 utterances.], batch size: 62, lr: 4.40e-04
2022-08-24 18:12:48,807 INFO [train.py:927] (5/8) Epoch 8, batch 6150, giga_loss[loss=0.2984, simple_loss=0.3557, pruned_loss=0.1206, over 12374.00 frames. utt_duration=235 frames, utt_pad_proportion=0.0748, over 212.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3157, pruned_loss=0.08114, over 2474534.96 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06883, over 19706.84 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2998, pruned_loss=0.06196, over 2350209.19 frames. utt_duration=1299 frames, utt_pad_proportion=0.04691, over 7245.36 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3173, pruned_loss=0.08338, over 2474689.83 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07086, over 21093.99 utterances.], batch size: 212, lr: 4.40e-04
2022-08-24 18:14:35,823 INFO [train.py:927] (5/8) Epoch 8, batch 6200, giga_loss[loss=0.2281, simple_loss=0.2998, pruned_loss=0.07815, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03019, over 45.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3173, pruned_loss=0.08223, over 2473866.89 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06715, over 19107.66 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2998, pruned_loss=0.06231, over 2356539.89 frames. utt_duration=1300 frames, utt_pad_proportion=0.04555, over 7256.58 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3195, pruned_loss=0.08478, over 2474316.51 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06973, over 20847.02 utterances.], batch size: 45, lr: 4.40e-04
2022-08-24 18:16:22,557 INFO [train.py:927] (5/8) Epoch 8, batch 6250, giga_loss[loss=0.2433, simple_loss=0.3057, pruned_loss=0.09047, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03687, over 37.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3201, pruned_loss=0.08451, over 2474155.74 frames. utt_duration=517 frames, utt_pad_proportion=0.06401, over 19195.55 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3001, pruned_loss=0.06247, over 2359630.43 frames. utt_duration=1298 frames, utt_pad_proportion=0.04493, over 7279.87 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3221, pruned_loss=0.08697, over 2474864.31 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06671, over 20896.63 utterances.], batch size: 37, lr: 4.40e-04
2022-08-24 18:18:08,332 INFO [train.py:927] (5/8) Epoch 8, batch 6300, libri_loss[loss=0.2099, simple_loss=0.3056, pruned_loss=0.05716, over 12452.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01468, over 40.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3209, pruned_loss=0.08385, over 2474473.93 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06521, over 19483.76 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2996, pruned_loss=0.06208, over 2363925.51 frames. utt_duration=1288 frames, utt_pad_proportion=0.04917, over 7349.01 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3237, pruned_loss=0.087, over 2475256.93 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06612, over 21239.53 utterances.], batch size: 40, lr: 4.39e-04
2022-08-24 18:19:56,370 INFO [train.py:927] (5/8) Epoch 8, batch 6350, giga_loss[loss=0.3071, simple_loss=0.3499, pruned_loss=0.1321, over 12365.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2053, over 370.00 utterances.], tot_loss[loss=0.246, simple_loss=0.322, pruned_loss=0.08501, over 2474524.20 frames. utt_duration=477.6 frames, utt_pad_proportion=0.0692, over 20785.99 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2997, pruned_loss=0.06206, over 2366059.17 frames. utt_duration=1289 frames, utt_pad_proportion=0.04819, over 7352.22 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3246, pruned_loss=0.08799, over 2475688.00 frames. utt_duration=442.5 frames, utt_pad_proportion=0.06999, over 22453.33 utterances.], batch size: 370, lr: 4.39e-04
2022-08-24 18:21:44,352 INFO [train.py:927] (5/8) Epoch 8, batch 6400, giga_loss[loss=0.2541, simple_loss=0.3305, pruned_loss=0.08887, over 12358.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04028, over 145.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3219, pruned_loss=0.0849, over 2475101.48 frames. utt_duration=470.4 frames, utt_pad_proportion=0.06696, over 21112.29 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.3, pruned_loss=0.06223, over 2368228.93 frames. utt_duration=1286 frames, utt_pad_proportion=0.04842, over 7375.06 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3241, pruned_loss=0.08755, over 2476022.52 frames. utt_duration=438.4 frames, utt_pad_proportion=0.06779, over 22667.22 utterances.], batch size: 145, lr: 4.39e-04
2022-08-24 18:23:30,015 INFO [train.py:927] (5/8) Epoch 8, batch 6450, giga_loss[loss=0.3294, simple_loss=0.3773, pruned_loss=0.1408, over 12441.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04096, over 146.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3209, pruned_loss=0.08491, over 2475611.70 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06756, over 21122.27 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3, pruned_loss=0.06231, over 2369915.71 frames. utt_duration=1288 frames, utt_pad_proportion=0.04783, over 7368.48 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3229, pruned_loss=0.08722, over 2476248.42 frames. utt_duration=440.8 frames, utt_pad_proportion=0.06845, over 22542.89 utterances.], batch size: 146, lr: 4.39e-04
2022-08-24 18:25:17,833 INFO [train.py:927] (5/8) Epoch 8, batch 6500, giga_loss[loss=0.2165, simple_loss=0.2971, pruned_loss=0.06796, over 12359.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.321, pruned_loss=0.08576, over 2474925.96 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07174, over 21406.21 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3002, pruned_loss=0.06241, over 2372699.25 frames. utt_duration=1286 frames, utt_pad_proportion=0.04716, over 7387.93 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3229, pruned_loss=0.08803, over 2475266.77 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07256, over 22830.21 utterances.], batch size: 58, lr: 4.39e-04
2022-08-24 18:27:01,407 INFO [train.py:927] (5/8) Epoch 8, batch 6550, giga_loss[loss=0.2493, simple_loss=0.3277, pruned_loss=0.08542, over 12348.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03265, over 51.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3225, pruned_loss=0.08737, over 2475185.18 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07195, over 21491.29 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3002, pruned_loss=0.06251, over 2374685.97 frames. utt_duration=1287 frames, utt_pad_proportion=0.04689, over 7390.21 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3244, pruned_loss=0.08951, over 2475489.79 frames. utt_duration=434.5 frames, utt_pad_proportion=0.0728, over 22864.19 utterances.], batch size: 51, lr: 4.39e-04
2022-08-24 18:28:45,357 INFO [train.py:927] (5/8) Epoch 8, batch 6600, giga_loss[loss=0.2952, simple_loss=0.3514, pruned_loss=0.1195, over 12376.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04187, over 133.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3233, pruned_loss=0.08822, over 2475487.53 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07594, over 21777.34 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3006, pruned_loss=0.06261, over 2376811.97 frames. utt_duration=1288 frames, utt_pad_proportion=0.04616, over 7390.39 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3249, pruned_loss=0.09027, over 2475609.41 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07675, over 23117.34 utterances.], batch size: 133, lr: 4.39e-04
2022-08-24 18:30:30,733 INFO [train.py:927] (5/8) Epoch 8, batch 6650, giga_loss[loss=0.2148, simple_loss=0.3023, pruned_loss=0.0637, over 12246.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.0292, over 54.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3228, pruned_loss=0.08743, over 2474395.78 frames. utt_duration=466 frames, utt_pad_proportion=0.07327, over 21304.99 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3007, pruned_loss=0.06255, over 2380130.18 frames. utt_duration=1279 frames, utt_pad_proportion=0.04708, over 7450.80 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3248, pruned_loss=0.09007, over 2474998.65 frames. utt_duration=434.7 frames, utt_pad_proportion=0.0742, over 22852.62 utterances.], batch size: 54, lr: 4.39e-04
2022-08-24 18:32:15,706 INFO [train.py:927] (5/8) Epoch 8, batch 6700, libri_loss[loss=0.2296, simple_loss=0.316, pruned_loss=0.07158, over 12472.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006662, over 37.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3235, pruned_loss=0.08794, over 2475378.62 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07314, over 21329.96 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3008, pruned_loss=0.06271, over 2383909.23 frames. utt_duration=1271 frames, utt_pad_proportion=0.05025, over 7510.93 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3259, pruned_loss=0.09085, over 2475805.26 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07331, over 23036.87 utterances.], batch size: 37, lr: 4.39e-04
2022-08-24 18:34:01,013 INFO [train.py:927] (5/8) Epoch 8, batch 6750, giga_loss[loss=0.3255, simple_loss=0.3567, pruned_loss=0.1472, over 12338.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2158, over 374.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3253, pruned_loss=0.08995, over 2474617.81 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07282, over 21615.35 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3002, pruned_loss=0.06235, over 2385529.87 frames. utt_duration=1277 frames, utt_pad_proportion=0.04957, over 7481.89 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3281, pruned_loss=0.09299, over 2475116.52 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07323, over 23231.06 utterances.], batch size: 374, lr: 4.39e-04
2022-08-24 18:35:45,795 INFO [train.py:927] (5/8) Epoch 8, batch 6800, giga_loss[loss=0.2311, simple_loss=0.307, pruned_loss=0.07764, over 12417.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03409, over 40.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3249, pruned_loss=0.08914, over 2474105.29 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07447, over 21575.60 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2996, pruned_loss=0.0623, over 2389253.43 frames. utt_duration=1285 frames, utt_pad_proportion=0.04799, over 7448.81 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3286, pruned_loss=0.09276, over 2474693.93 frames. utt_duration=423 frames, utt_pad_proportion=0.07545, over 23482.66 utterances.], batch size: 40, lr: 4.39e-04
2022-08-24 18:37:27,921 INFO [train.py:927] (5/8) Epoch 8, batch 6850, giga_loss[loss=0.2166, simple_loss=0.3013, pruned_loss=0.06596, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05241, over 161.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3252, pruned_loss=0.08909, over 2473531.87 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07737, over 21824.87 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3001, pruned_loss=0.06255, over 2391678.43 frames. utt_duration=1272 frames, utt_pad_proportion=0.05131, over 7531.17 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3284, pruned_loss=0.09248, over 2474066.88 frames. utt_duration=419.8 frames, utt_pad_proportion=0.0773, over 23655.70 utterances.], batch size: 161, lr: 4.39e-04
2022-08-24 18:39:11,081 INFO [train.py:927] (5/8) Epoch 8, batch 6900, libri_loss[loss=0.2181, simple_loss=0.3032, pruned_loss=0.06656, over 12245.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005396, over 34.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3237, pruned_loss=0.08817, over 2474002.46 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07322, over 21195.16 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2994, pruned_loss=0.06223, over 2394542.46 frames. utt_duration=1281 frames, utt_pad_proportion=0.04981, over 7487.63 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.328, pruned_loss=0.0922, over 2474789.41 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07417, over 23243.19 utterances.], batch size: 34, lr: 4.39e-04
2022-08-24 18:40:57,883 INFO [train.py:927] (5/8) Epoch 8, batch 6950, libri_loss[loss=0.1854, simple_loss=0.2668, pruned_loss=0.05199, over 12212.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01008, over 29.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.324, pruned_loss=0.08808, over 2473797.08 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06793, over 20630.47 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2996, pruned_loss=0.06252, over 2396219.04 frames. utt_duration=1282 frames, utt_pad_proportion=0.04922, over 7483.45 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3278, pruned_loss=0.09165, over 2474715.27 frames. utt_duration=439.8 frames, utt_pad_proportion=0.06943, over 22585.34 utterances.], batch size: 29, lr: 4.39e-04
2022-08-24 18:42:47,431 INFO [train.py:927] (5/8) Epoch 8, batch 7000, giga_loss[loss=0.2203, simple_loss=0.3038, pruned_loss=0.06838, over 12451.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03115, over 75.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3245, pruned_loss=0.08944, over 2473550.37 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07334, over 21774.30 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2993, pruned_loss=0.06233, over 2397121.14 frames. utt_duration=1286 frames, utt_pad_proportion=0.04868, over 7466.28 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3282, pruned_loss=0.09279, over 2474510.48 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07435, over 23528.23 utterances.], batch size: 75, lr: 4.39e-04
2022-08-24 18:44:32,086 INFO [train.py:927] (5/8) Epoch 8, batch 7050, giga_loss[loss=0.2405, simple_loss=0.3233, pruned_loss=0.07886, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03914, over 113.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3259, pruned_loss=0.09051, over 2473895.38 frames. utt_duration=451 frames, utt_pad_proportion=0.07632, over 22011.11 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.299, pruned_loss=0.06212, over 2399392.89 frames. utt_duration=1291 frames, utt_pad_proportion=0.04767, over 7443.54 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3297, pruned_loss=0.09414, over 2474662.01 frames. utt_duration=416.9 frames, utt_pad_proportion=0.07736, over 23829.64 utterances.], batch size: 113, lr: 4.39e-04
2022-08-24 18:46:16,059 INFO [train.py:927] (5/8) Epoch 8, batch 7100, giga_loss[loss=0.2752, simple_loss=0.3457, pruned_loss=0.1023, over 12387.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03438, over 122.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3258, pruned_loss=0.08977, over 2474536.40 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07473, over 21604.07 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2995, pruned_loss=0.06214, over 2401189.66 frames. utt_duration=1290 frames, utt_pad_proportion=0.04707, over 7452.58 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.329, pruned_loss=0.09328, over 2475191.08 frames. utt_duration=425 frames, utt_pad_proportion=0.07609, over 23379.14 utterances.], batch size: 122, lr: 4.39e-04
2022-08-24 18:47:57,914 INFO [train.py:927] (5/8) Epoch 8, batch 7150, giga_loss[loss=0.2238, simple_loss=0.3098, pruned_loss=0.0689, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3254, pruned_loss=0.08926, over 2475173.74 frames. utt_duration=455.8 frames, utt_pad_proportion=0.0723, over 21790.12 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2988, pruned_loss=0.06185, over 2402822.11 frames. utt_duration=1297 frames, utt_pad_proportion=0.04629, over 7416.62 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3292, pruned_loss=0.09293, over 2475858.96 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07391, over 23557.51 utterances.], batch size: 70, lr: 4.38e-04
2022-08-24 18:49:44,547 INFO [train.py:927] (5/8) Epoch 8, batch 7200, giga_loss[loss=0.2048, simple_loss=0.2841, pruned_loss=0.06279, over 12314.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02915, over 74.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3242, pruned_loss=0.08908, over 2474643.37 frames. utt_duration=455.6 frames, utt_pad_proportion=0.074, over 21795.95 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2988, pruned_loss=0.06196, over 2403809.25 frames. utt_duration=1295 frames, utt_pad_proportion=0.0469, over 7436.12 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3275, pruned_loss=0.09222, over 2475260.87 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07515, over 23353.78 utterances.], batch size: 74, lr: 4.38e-04
2022-08-24 18:51:31,819 INFO [train.py:927] (5/8) Epoch 8, batch 7250, giga_loss[loss=0.2341, simple_loss=0.3083, pruned_loss=0.07992, over 12325.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03246, over 58.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3206, pruned_loss=0.08773, over 2474691.50 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07626, over 21404.58 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2988, pruned_loss=0.062, over 2404323.65 frames. utt_duration=1296 frames, utt_pad_proportion=0.04653, over 7427.77 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3235, pruned_loss=0.09041, over 2475356.14 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07723, over 22764.75 utterances.], batch size: 58, lr: 4.38e-04
2022-08-24 18:53:20,205 INFO [train.py:927] (5/8) Epoch 8, batch 7300, giga_loss[loss=0.2251, simple_loss=0.2953, pruned_loss=0.0775, over 12368.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02791, over 91.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3189, pruned_loss=0.08682, over 2474788.49 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07276, over 20721.28 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2989, pruned_loss=0.06201, over 2406067.89 frames. utt_duration=1296 frames, utt_pad_proportion=0.04581, over 7432.18 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3214, pruned_loss=0.08941, over 2474998.72 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07412, over 22042.01 utterances.], batch size: 91, lr: 4.38e-04
2022-08-24 18:55:08,395 INFO [train.py:927] (5/8) Epoch 8, batch 7350, giga_loss[loss=0.1956, simple_loss=0.2976, pruned_loss=0.04686, over 12356.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3181, pruned_loss=0.08469, over 2474064.91 frames. utt_duration=461 frames, utt_pad_proportion=0.07602, over 21534.25 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2983, pruned_loss=0.06177, over 2407820.06 frames. utt_duration=1296 frames, utt_pad_proportion=0.04586, over 7438.13 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3213, pruned_loss=0.08775, over 2474797.98 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07722, over 23030.26 utterances.], batch size: 70, lr: 4.38e-04
2022-08-24 18:56:53,535 INFO [train.py:927] (5/8) Epoch 8, batch 7400, giga_loss[loss=0.2085, simple_loss=0.2768, pruned_loss=0.07008, over 12360.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1793, over 358.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3156, pruned_loss=0.08094, over 2474142.72 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07787, over 22771.37 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2981, pruned_loss=0.06168, over 2408652.80 frames. utt_duration=1298 frames, utt_pad_proportion=0.04535, over 7432.62 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3186, pruned_loss=0.08372, over 2474852.59 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07892, over 24145.72 utterances.], batch size: 358, lr: 4.38e-04
2022-08-24 18:58:40,650 INFO [train.py:927] (5/8) Epoch 8, batch 7450, giga_loss[loss=0.2432, simple_loss=0.3387, pruned_loss=0.07385, over 12359.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 133.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3122, pruned_loss=0.07772, over 2474073.03 frames. utt_duration=406.5 frames, utt_pad_proportion=0.08446, over 24431.42 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2986, pruned_loss=0.0619, over 2410149.55 frames. utt_duration=1296 frames, utt_pad_proportion=0.04477, over 7446.71 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3144, pruned_loss=0.08014, over 2474762.63 frames. utt_duration=383.9 frames, utt_pad_proportion=0.08534, over 25886.32 utterances.], batch size: 133, lr: 4.38e-04
2022-08-24 19:00:30,810 INFO [train.py:927] (5/8) Epoch 8, batch 7500, libri_loss[loss=0.2105, simple_loss=0.2966, pruned_loss=0.06219, over 12315.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006627, over 36.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3136, pruned_loss=0.0766, over 2474221.30 frames. utt_duration=410.3 frames, utt_pad_proportion=0.0825, over 24204.88 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2998, pruned_loss=0.0622, over 2412789.84 frames. utt_duration=1291 frames, utt_pad_proportion=0.04444, over 7483.90 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.315, pruned_loss=0.0789, over 2474932.14 frames. utt_duration=381.7 frames, utt_pad_proportion=0.08389, over 26033.02 utterances.], batch size: 36, lr: 4.38e-04
2022-08-24 19:02:14,643 INFO [train.py:927] (5/8) Epoch 8, batch 7550, giga_loss[loss=0.2074, simple_loss=0.2788, pruned_loss=0.06798, over 12351.00 frames. utt_duration=138.7 frames, utt_pad_proportion=0.1842, over 360.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3116, pruned_loss=0.07471, over 2474334.37 frames. utt_duration=400.4 frames, utt_pad_proportion=0.08142, over 24805.23 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2998, pruned_loss=0.06232, over 2413794.26 frames. utt_duration=1290 frames, utt_pad_proportion=0.04417, over 7493.15 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3129, pruned_loss=0.07668, over 2475107.71 frames. utt_duration=374.3 frames, utt_pad_proportion=0.08281, over 26551.03 utterances.], batch size: 360, lr: 4.38e-04
2022-08-24 19:03:57,900 INFO [train.py:927] (5/8) Epoch 8, batch 7600, giga_loss[loss=0.2192, simple_loss=0.3063, pruned_loss=0.06604, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0368, over 105.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3096, pruned_loss=0.07282, over 2474794.17 frames. utt_duration=408.4 frames, utt_pad_proportion=0.07628, over 24328.13 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2991, pruned_loss=0.06196, over 2414607.17 frames. utt_duration=1295 frames, utt_pad_proportion=0.04356, over 7467.46 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3114, pruned_loss=0.0749, over 2475753.46 frames. utt_duration=381.9 frames, utt_pad_proportion=0.07802, over 26030.26 utterances.], batch size: 105, lr: 4.38e-04
2022-08-24 19:05:43,829 INFO [train.py:927] (5/8) Epoch 8, batch 7650, giga_loss[loss=0.1926, simple_loss=0.2876, pruned_loss=0.0488, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03688, over 123.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3079, pruned_loss=0.0709, over 2475355.23 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07032, over 23221.11 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2989, pruned_loss=0.06202, over 2415971.29 frames. utt_duration=1299 frames, utt_pad_proportion=0.04279, over 7446.99 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3097, pruned_loss=0.07273, over 2476261.65 frames. utt_duration=398 frames, utt_pad_proportion=0.07251, over 24975.48 utterances.], batch size: 123, lr: 4.38e-04
2022-08-24 19:07:26,869 INFO [train.py:927] (5/8) Epoch 8, batch 7700, libri_loss[loss=0.1898, simple_loss=0.2742, pruned_loss=0.05273, over 12183.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008659, over 30.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3037, pruned_loss=0.0681, over 2475512.49 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07192, over 23584.21 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2988, pruned_loss=0.06204, over 2417801.01 frames. utt_duration=1302 frames, utt_pad_proportion=0.04183, over 7437.53 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3055, pruned_loss=0.06978, over 2476456.68 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07408, over 25533.98 utterances.], batch size: 30, lr: 4.38e-04
2022-08-24 19:09:12,482 INFO [train.py:927] (5/8) Epoch 8, batch 7750, giga_loss[loss=0.2091, simple_loss=0.2739, pruned_loss=0.07214, over 12352.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1938, over 364.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3011, pruned_loss=0.06731, over 2475420.95 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07677, over 24708.11 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2987, pruned_loss=0.06195, over 2419406.65 frames. utt_duration=1304 frames, utt_pad_proportion=0.04119, over 7428.56 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3027, pruned_loss=0.06886, over 2476013.55 frames. utt_duration=373 frames, utt_pad_proportion=0.07841, over 26658.42 utterances.], batch size: 364, lr: 4.38e-04
2022-08-24 19:11:04,801 INFO [train.py:927] (5/8) Epoch 8, batch 7800, giga_loss[loss=0.2327, simple_loss=0.3232, pruned_loss=0.07114, over 12433.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03892, over 123.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3028, pruned_loss=0.06794, over 2476008.38 frames. utt_duration=398.9 frames, utt_pad_proportion=0.07451, over 24921.83 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2988, pruned_loss=0.06207, over 2421196.29 frames. utt_duration=1296 frames, utt_pad_proportion=0.0445, over 7483.51 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.304, pruned_loss=0.06926, over 2476619.39 frames. utt_duration=368.6 frames, utt_pad_proportion=0.07548, over 26983.04 utterances.], batch size: 123, lr: 4.38e-04
2022-08-24 19:13:09,068 INFO [train.py:927] (5/8) Epoch 8, batch 7850, giga_loss[loss=0.2065, simple_loss=0.303, pruned_loss=0.05505, over 12379.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.0605, over 182.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3041, pruned_loss=0.06784, over 2475607.51 frames. utt_duration=391.1 frames, utt_pad_proportion=0.07479, over 25409.87 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2994, pruned_loss=0.0622, over 2422139.37 frames. utt_duration=1294 frames, utt_pad_proportion=0.044, over 7493.53 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3047, pruned_loss=0.06889, over 2476452.97 frames. utt_duration=362.6 frames, utt_pad_proportion=0.07583, over 27425.19 utterances.], batch size: 182, lr: 4.38e-04
2022-08-24 19:15:08,122 INFO [train.py:927] (5/8) Epoch 8, batch 7900, giga_loss[loss=0.2187, simple_loss=0.3114, pruned_loss=0.06298, over 12382.00 frames. utt_duration=338.3 frames, utt_pad_proportion=0.05225, over 147.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3017, pruned_loss=0.06564, over 2475807.62 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07097, over 24869.52 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2991, pruned_loss=0.06205, over 2423269.98 frames. utt_duration=1298 frames, utt_pad_proportion=0.04323, over 7475.48 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3024, pruned_loss=0.0667, over 2476669.26 frames. utt_duration=369.6 frames, utt_pad_proportion=0.07241, over 26902.91 utterances.], batch size: 147, lr: 4.38e-04
2022-08-24 19:17:18,394 INFO [train.py:927] (5/8) Epoch 8, batch 7950, giga_loss[loss=0.2116, simple_loss=0.2893, pruned_loss=0.06695, over 12396.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02684, over 91.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3002, pruned_loss=0.06398, over 2476107.40 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06714, over 24690.32 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2995, pruned_loss=0.06231, over 2424157.73 frames. utt_duration=1295 frames, utt_pad_proportion=0.04339, over 7497.01 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3006, pruned_loss=0.06466, over 2476926.90 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06865, over 26578.12 utterances.], batch size: 91, lr: 4.38e-04
2022-08-24 19:19:16,215 INFO [train.py:927] (5/8) Epoch 8, batch 8000, giga_loss[loss=0.2002, simple_loss=0.2906, pruned_loss=0.05487, over 12469.00 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0289, over 122.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2968, pruned_loss=0.06265, over 2476288.84 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06506, over 23756.24 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2985, pruned_loss=0.06191, over 2426537.82 frames. utt_duration=1304 frames, utt_pad_proportion=0.04221, over 7451.13 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2979, pruned_loss=0.06362, over 2477126.31 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06702, over 26111.43 utterances.], batch size: 122, lr: 4.38e-04
2022-08-24 19:21:10,967 INFO [train.py:927] (5/8) Epoch 8, batch 8050, giga_loss[loss=0.1908, simple_loss=0.2941, pruned_loss=0.04375, over 12428.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03332, over 75.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2964, pruned_loss=0.06168, over 2476659.66 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06563, over 24266.10 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2985, pruned_loss=0.0618, over 2427131.53 frames. utt_duration=1308 frames, utt_pad_proportion=0.04161, over 7428.25 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2972, pruned_loss=0.06256, over 2477679.92 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06738, over 26459.81 utterances.], batch size: 75, lr: 4.37e-04
2022-08-24 19:23:26,329 INFO [train.py:927] (5/8) Epoch 8, batch 8100, giga_loss[loss=0.1956, simple_loss=0.2667, pruned_loss=0.06228, over 12368.00 frames. utt_duration=141.3 frames, utt_pad_proportion=0.169, over 353.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2956, pruned_loss=0.06123, over 2476571.12 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06926, over 24802.16 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.298, pruned_loss=0.06162, over 2428878.50 frames. utt_duration=1308 frames, utt_pad_proportion=0.0414, over 7434.42 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2967, pruned_loss=0.0621, over 2477588.06 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07062, over 27161.62 utterances.], batch size: 353, lr: 4.37e-04
2022-08-24 19:25:25,831 INFO [train.py:927] (5/8) Epoch 8, batch 8150, giga_loss[loss=0.1844, simple_loss=0.2774, pruned_loss=0.04575, over 12465.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03585, over 43.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2961, pruned_loss=0.06143, over 2477539.67 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06632, over 24086.45 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2978, pruned_loss=0.06147, over 2431110.33 frames. utt_duration=1312 frames, utt_pad_proportion=0.04008, over 7420.91 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2971, pruned_loss=0.06227, over 2478269.31 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06835, over 26708.33 utterances.], batch size: 43, lr: 4.37e-04
2022-08-24 19:27:29,652 INFO [train.py:927] (5/8) Epoch 8, batch 8200, libri_loss[loss=0.2071, simple_loss=0.2991, pruned_loss=0.05761, over 12479.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.0315, over 46.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2977, pruned_loss=0.06083, over 2477589.33 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06859, over 24465.48 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2977, pruned_loss=0.06132, over 2432977.21 frames. utt_duration=1315 frames, utt_pad_proportion=0.03869, over 7411.39 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2986, pruned_loss=0.06163, over 2478554.51 frames. utt_duration=363.2 frames, utt_pad_proportion=0.07072, over 27391.99 utterances.], batch size: 46, lr: 4.37e-04
2022-08-24 19:29:34,886 INFO [train.py:927] (5/8) Epoch 8, batch 8250, giga_loss[loss=0.209, simple_loss=0.3006, pruned_loss=0.05866, over 12404.00 frames. utt_duration=584.6 frames, utt_pad_proportion=0.0289, over 85.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2977, pruned_loss=0.05986, over 2477339.28 frames. utt_duration=408.7 frames, utt_pad_proportion=0.0698, over 24320.08 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2972, pruned_loss=0.0611, over 2434473.04 frames. utt_duration=1317 frames, utt_pad_proportion=0.03807, over 7405.18 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2989, pruned_loss=0.06068, over 2478358.95 frames. utt_duration=364.3 frames, utt_pad_proportion=0.07184, over 27301.11 utterances.], batch size: 85, lr: 4.37e-04
2022-08-24 19:31:43,242 INFO [train.py:927] (5/8) Epoch 8, batch 8300, giga_loss[loss=0.1984, simple_loss=0.2876, pruned_loss=0.05459, over 12377.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03617, over 113.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2983, pruned_loss=0.06042, over 2477125.84 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07139, over 24395.72 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2969, pruned_loss=0.06096, over 2435512.49 frames. utt_duration=1314 frames, utt_pad_proportion=0.03837, over 7421.29 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2995, pruned_loss=0.06116, over 2478327.76 frames. utt_duration=364.4 frames, utt_pad_proportion=0.07305, over 27296.09 utterances.], batch size: 113, lr: 4.37e-04
2022-08-24 19:34:13,337 INFO [train.py:927] (5/8) Epoch 8, batch 8350, giga_loss[loss=0.2007, simple_loss=0.2916, pruned_loss=0.05493, over 12445.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03734, over 133.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2993, pruned_loss=0.06169, over 2477615.72 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06758, over 24281.69 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2965, pruned_loss=0.0608, over 2436191.89 frames. utt_duration=1313 frames, utt_pad_proportion=0.0387, over 7430.54 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.3007, pruned_loss=0.06243, over 2478683.92 frames. utt_duration=370.1 frames, utt_pad_proportion=0.06937, over 26875.80 utterances.], batch size: 133, lr: 4.37e-04
2022-08-24 19:36:23,702 INFO [train.py:927] (5/8) Epoch 8, batch 8400, giga_loss[loss=0.207, simple_loss=0.2925, pruned_loss=0.0608, over 12353.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0297, over 91.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2964, pruned_loss=0.06036, over 2478086.33 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06477, over 23851.15 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2963, pruned_loss=0.06067, over 2437292.98 frames. utt_duration=1317 frames, utt_pad_proportion=0.03794, over 7410.09 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2977, pruned_loss=0.06107, over 2479042.00 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06684, over 26393.05 utterances.], batch size: 91, lr: 4.37e-04
2022-08-24 19:38:26,986 INFO [train.py:927] (5/8) Epoch 8, batch 8450, giga_loss[loss=0.2454, simple_loss=0.3322, pruned_loss=0.07932, over 12455.00 frames. utt_duration=542.9 frames, utt_pad_proportion=0.03051, over 92.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2956, pruned_loss=0.06063, over 2478543.37 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06351, over 23473.58 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2961, pruned_loss=0.06077, over 2438697.91 frames. utt_duration=1315 frames, utt_pad_proportion=0.0376, over 7429.06 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2969, pruned_loss=0.06112, over 2479335.74 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06564, over 26025.45 utterances.], batch size: 92, lr: 4.37e-04
2022-08-24 19:40:33,353 INFO [train.py:927] (5/8) Epoch 8, batch 8500, giga_loss[loss=0.1866, simple_loss=0.2657, pruned_loss=0.05379, over 12380.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02813, over 91.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2962, pruned_loss=0.06129, over 2478772.88 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06333, over 23510.52 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2964, pruned_loss=0.06091, over 2439042.74 frames. utt_duration=1303 frames, utt_pad_proportion=0.041, over 7495.89 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2969, pruned_loss=0.06157, over 2479647.91 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06437, over 25696.30 utterances.], batch size: 91, lr: 4.37e-04
2022-08-24 19:42:38,290 INFO [train.py:927] (5/8) Epoch 8, batch 8550, giga_loss[loss=0.2089, simple_loss=0.2817, pruned_loss=0.06806, over 12354.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1805, over 358.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2971, pruned_loss=0.06225, over 2478667.45 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06403, over 23907.20 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.297, pruned_loss=0.06119, over 2440037.79 frames. utt_duration=1285 frames, utt_pad_proportion=0.04558, over 7607.00 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2971, pruned_loss=0.06223, over 2479715.21 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06382, over 26082.57 utterances.], batch size: 358, lr: 4.37e-04
2022-08-24 19:44:51,099 INFO [train.py:927] (5/8) Epoch 8, batch 8600, giga_loss[loss=0.2039, simple_loss=0.3024, pruned_loss=0.05272, over 12371.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.05237, over 34.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2978, pruned_loss=0.06168, over 2478608.37 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06454, over 23550.60 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2966, pruned_loss=0.06099, over 2441108.61 frames. utt_duration=1291 frames, utt_pad_proportion=0.04443, over 7569.36 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2982, pruned_loss=0.06187, over 2479698.08 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06481, over 25856.32 utterances.], batch size: 34, lr: 4.37e-04
2022-08-24 19:47:05,967 INFO [train.py:927] (5/8) Epoch 8, batch 8650, giga_loss[loss=0.1825, simple_loss=0.2705, pruned_loss=0.04724, over 12435.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04817, over 147.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2966, pruned_loss=0.06132, over 2478139.41 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06656, over 24203.22 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2967, pruned_loss=0.06108, over 2441423.67 frames. utt_duration=1290 frames, utt_pad_proportion=0.04459, over 7577.65 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2968, pruned_loss=0.0614, over 2479217.21 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06667, over 26236.99 utterances.], batch size: 147, lr: 4.37e-04
2022-08-24 19:49:09,194 INFO [train.py:927] (5/8) Epoch 8, batch 8700, libri_loss[loss=0.2205, simple_loss=0.3065, pruned_loss=0.06724, over 12278.00 frames. utt_duration=769 frames, utt_pad_proportion=0.1272, over 64.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2932, pruned_loss=0.06081, over 2477491.49 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06706, over 23504.29 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2965, pruned_loss=0.06095, over 2442365.30 frames. utt_duration=1289 frames, utt_pad_proportion=0.04542, over 7587.38 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2935, pruned_loss=0.06099, over 2478815.80 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06711, over 25732.04 utterances.], batch size: 64, lr: 4.37e-04
2022-08-24 19:51:03,735 INFO [train.py:927] (5/8) Epoch 8, batch 8750, giga_loss[loss=0.1792, simple_loss=0.2699, pruned_loss=0.0442, over 12444.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03734, over 133.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2922, pruned_loss=0.06102, over 2477047.53 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07595, over 24993.86 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2959, pruned_loss=0.06071, over 2442831.73 frames. utt_duration=1294 frames, utt_pad_proportion=0.045, over 7558.01 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2929, pruned_loss=0.06137, over 2478460.61 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07559, over 27164.72 utterances.], batch size: 133, lr: 4.37e-04
2022-08-24 19:53:09,078 INFO [train.py:927] (5/8) Epoch 8, batch 8800, giga_loss[loss=0.2072, simple_loss=0.2969, pruned_loss=0.05876, over 12376.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04212, over 133.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2918, pruned_loss=0.06007, over 2476600.00 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07378, over 24927.83 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2964, pruned_loss=0.06081, over 2443723.36 frames. utt_duration=1293 frames, utt_pad_proportion=0.04416, over 7566.19 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2917, pruned_loss=0.06024, over 2477851.41 frames. utt_duration=366.5 frames, utt_pad_proportion=0.0741, over 27135.51 utterances.], batch size: 133, lr: 4.37e-04
2022-08-24 19:55:25,834 INFO [train.py:927] (5/8) Epoch 8, batch 8850, giga_loss[loss=0.2153, simple_loss=0.3035, pruned_loss=0.06352, over 12453.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.03003, over 122.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2904, pruned_loss=0.05908, over 2477338.01 frames. utt_duration=403.4 frames, utt_pad_proportion=0.071, over 24637.77 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2967, pruned_loss=0.0608, over 2444199.93 frames. utt_duration=1294 frames, utt_pad_proportion=0.04382, over 7565.52 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2901, pruned_loss=0.05922, over 2478201.81 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07159, over 26514.33 utterances.], batch size: 122, lr: 4.37e-04
2022-08-24 19:57:33,899 INFO [train.py:927] (5/8) Epoch 8, batch 8900, giga_loss[loss=0.1828, simple_loss=0.2762, pruned_loss=0.04471, over 12336.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02969, over 66.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2906, pruned_loss=0.05902, over 2477473.17 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06693, over 24151.97 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.297, pruned_loss=0.0609, over 2444300.93 frames. utt_duration=1294 frames, utt_pad_proportion=0.04364, over 7563.69 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2901, pruned_loss=0.05902, over 2478208.82 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06773, over 25699.46 utterances.], batch size: 66, lr: 4.37e-04
2022-08-24 19:59:35,434 INFO [train.py:927] (5/8) Epoch 8, batch 8950, giga_loss[loss=0.2036, simple_loss=0.2926, pruned_loss=0.05726, over 12406.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.0639, over 183.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2904, pruned_loss=0.05897, over 2477532.09 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06973, over 24918.51 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2973, pruned_loss=0.06104, over 2444481.01 frames. utt_duration=1294 frames, utt_pad_proportion=0.04346, over 7563.10 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2896, pruned_loss=0.05881, over 2478238.28 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07033, over 26295.61 utterances.], batch size: 183, lr: 4.36e-04
2022-08-24 20:01:34,843 INFO [train.py:927] (5/8) Epoch 8, batch 9000, giga_loss[loss=0.2442, simple_loss=0.3231, pruned_loss=0.08264, over 12381.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2927, pruned_loss=0.05902, over 2477554.67 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06859, over 24743.69 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2974, pruned_loss=0.06088, over 2445020.79 frames. utt_duration=1299 frames, utt_pad_proportion=0.04268, over 7536.34 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2918, pruned_loss=0.05897, over 2478354.29 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06944, over 26223.21 utterances.], batch size: 97, lr: 4.36e-04
2022-08-24 20:01:34,845 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 20:01:48,925 INFO [train.py:967] (5/8) 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 20:03:45,648 INFO [train.py:927] (5/8) Epoch 8, batch 9050, giga_loss[loss=0.2325, simple_loss=0.3097, pruned_loss=0.07769, over 12428.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06199, over 183.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2935, pruned_loss=0.05897, over 2477354.68 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06405, over 23920.27 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.297, pruned_loss=0.0606, over 2445945.05 frames. utt_duration=1299 frames, utt_pad_proportion=0.04229, over 7539.49 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.293, pruned_loss=0.05913, over 2478138.66 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06534, over 25637.42 utterances.], batch size: 183, lr: 4.36e-04
2022-08-24 20:05:47,713 INFO [train.py:927] (5/8) Epoch 8, batch 9100, giga_loss[loss=0.228, simple_loss=0.3124, pruned_loss=0.07183, over 12418.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05766, over 182.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2923, pruned_loss=0.05835, over 2477497.66 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06303, over 23702.87 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2966, pruned_loss=0.06047, over 2447335.66 frames. utt_duration=1302 frames, utt_pad_proportion=0.04095, over 7524.96 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2922, pruned_loss=0.05853, over 2478245.48 frames. utt_duration=384.7 frames, utt_pad_proportion=0.06479, over 25850.81 utterances.], batch size: 182, lr: 4.36e-04
2022-08-24 20:07:45,865 INFO [train.py:927] (5/8) Epoch 8, batch 9150, giga_loss[loss=0.1867, simple_loss=0.2799, pruned_loss=0.04672, over 12329.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.02537, over 70.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2904, pruned_loss=0.05741, over 2477298.65 frames. utt_duration=429.9 frames, utt_pad_proportion=0.06429, over 23115.28 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2966, pruned_loss=0.06034, over 2447543.27 frames. utt_duration=1305 frames, utt_pad_proportion=0.04045, over 7508.51 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2901, pruned_loss=0.05762, over 2478254.70 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06592, over 25135.23 utterances.], batch size: 70, lr: 4.36e-04
2022-08-24 20:09:53,310 INFO [train.py:927] (5/8) Epoch 8, batch 9200, giga_loss[loss=0.2015, simple_loss=0.2924, pruned_loss=0.05527, over 12451.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03197, over 75.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2919, pruned_loss=0.05863, over 2477551.50 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06818, over 24539.66 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2966, pruned_loss=0.06038, over 2448038.59 frames. utt_duration=1307 frames, utt_pad_proportion=0.04029, over 7503.31 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2917, pruned_loss=0.05872, over 2478392.72 frames. utt_duration=376.2 frames, utt_pad_proportion=0.0693, over 26433.94 utterances.], batch size: 75, lr: 4.36e-04
2022-08-24 20:11:45,606 INFO [train.py:927] (5/8) Epoch 8, batch 9250, giga_loss[loss=0.2467, simple_loss=0.3259, pruned_loss=0.08375, over 12416.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07308, over 212.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2937, pruned_loss=0.0593, over 2477329.23 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06551, over 23926.42 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2965, pruned_loss=0.06003, over 2448295.56 frames. utt_duration=1312 frames, utt_pad_proportion=0.03953, over 7471.27 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2935, pruned_loss=0.05963, over 2478679.58 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06704, over 26002.45 utterances.], batch size: 212, lr: 4.36e-04
2022-08-24 20:13:48,367 INFO [train.py:927] (5/8) Epoch 8, batch 9300, giga_loss[loss=0.1858, simple_loss=0.2789, pruned_loss=0.0464, over 12329.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03556, over 62.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2962, pruned_loss=0.06004, over 2477241.46 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06382, over 23310.00 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2968, pruned_loss=0.06011, over 2448598.65 frames. utt_duration=1309 frames, utt_pad_proportion=0.03977, over 7490.50 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2957, pruned_loss=0.06023, over 2478675.38 frames. utt_duration=393.3 frames, utt_pad_proportion=0.0653, over 25290.18 utterances.], batch size: 62, lr: 4.36e-04
2022-08-24 20:16:06,892 INFO [train.py:927] (5/8) Epoch 8, batch 9350, giga_loss[loss=0.2024, simple_loss=0.2909, pruned_loss=0.05698, over 12339.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03108, over 70.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05959, over 2477810.33 frames. utt_duration=437.1 frames, utt_pad_proportion=0.06178, over 22738.42 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2966, pruned_loss=0.05988, over 2449472.07 frames. utt_duration=1311 frames, utt_pad_proportion=0.03903, over 7479.38 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.295, pruned_loss=0.05993, over 2478804.17 frames. utt_duration=403 frames, utt_pad_proportion=0.0635, over 24674.21 utterances.], batch size: 70, lr: 4.36e-04
2022-08-24 20:18:06,783 INFO [train.py:927] (5/8) Epoch 8, batch 9400, giga_loss[loss=0.2142, simple_loss=0.295, pruned_loss=0.06667, over 12459.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03632, over 105.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2947, pruned_loss=0.05993, over 2478455.67 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06338, over 23634.87 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2965, pruned_loss=0.05989, over 2449540.73 frames. utt_duration=1311 frames, utt_pad_proportion=0.03891, over 7480.55 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2945, pruned_loss=0.06018, over 2479419.55 frames. utt_duration=393.3 frames, utt_pad_proportion=0.0647, over 25290.27 utterances.], batch size: 105, lr: 4.36e-04
2022-08-24 20:20:14,938 INFO [train.py:927] (5/8) Epoch 8, batch 9450, giga_loss[loss=0.1705, simple_loss=0.2573, pruned_loss=0.04191, over 12420.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.02646, over 37.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2929, pruned_loss=0.0593, over 2478419.17 frames. utt_duration=436 frames, utt_pad_proportion=0.05974, over 22800.88 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2966, pruned_loss=0.05988, over 2449723.74 frames. utt_duration=1308 frames, utt_pad_proportion=0.03946, over 7497.25 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2927, pruned_loss=0.05952, over 2479381.85 frames. utt_duration=409.3 frames, utt_pad_proportion=0.061, over 24301.64 utterances.], batch size: 37, lr: 4.36e-04
2022-08-24 20:22:26,125 INFO [train.py:927] (5/8) Epoch 8, batch 9500, giga_loss[loss=0.1833, simple_loss=0.2761, pruned_loss=0.04525, over 12428.00 frames. utt_duration=275.9 frames, utt_pad_proportion=0.05187, over 181.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2925, pruned_loss=0.05835, over 2478169.94 frames. utt_duration=430.4 frames, utt_pad_proportion=0.05992, over 23093.64 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2964, pruned_loss=0.05995, over 2450132.52 frames. utt_duration=1310 frames, utt_pad_proportion=0.03897, over 7488.34 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2924, pruned_loss=0.05843, over 2479067.30 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06114, over 24564.07 utterances.], batch size: 181, lr: 4.36e-04
2022-08-24 20:24:19,300 INFO [train.py:927] (5/8) Epoch 8, batch 9550, giga_loss[loss=0.1964, simple_loss=0.2938, pruned_loss=0.04945, over 12409.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02836, over 58.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2943, pruned_loss=0.05808, over 2478280.94 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06073, over 23547.92 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2966, pruned_loss=0.06005, over 2450602.45 frames. utt_duration=1313 frames, utt_pad_proportion=0.03824, over 7474.26 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.294, pruned_loss=0.05801, over 2479216.00 frames. utt_duration=396.2 frames, utt_pad_proportion=0.062, over 25108.45 utterances.], batch size: 58, lr: 4.36e-04
2022-08-24 20:26:28,000 INFO [train.py:927] (5/8) Epoch 8, batch 9600, giga_loss[loss=0.1971, simple_loss=0.2985, pruned_loss=0.04786, over 12363.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03711, over 113.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2945, pruned_loss=0.05813, over 2478343.51 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06214, over 23646.11 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2965, pruned_loss=0.06006, over 2451088.14 frames. utt_duration=1297 frames, utt_pad_proportion=0.04344, over 7569.66 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2942, pruned_loss=0.05802, over 2479149.36 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06181, over 25080.28 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:28:42,778 INFO [train.py:927] (5/8) Epoch 8, batch 9650, giga_loss[loss=0.2021, simple_loss=0.2986, pruned_loss=0.05284, over 12407.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2942, pruned_loss=0.05761, over 2478056.08 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06196, over 23429.83 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2963, pruned_loss=0.0599, over 2451647.30 frames. utt_duration=1297 frames, utt_pad_proportion=0.0434, over 7569.44 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2941, pruned_loss=0.05761, over 2478920.34 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06186, over 24998.08 utterances.], batch size: 146, lr: 4.36e-04
2022-08-24 20:31:00,852 INFO [train.py:927] (5/8) Epoch 8, batch 9700, giga_loss[loss=0.217, simple_loss=0.308, pruned_loss=0.06305, over 12414.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09675, over 256.00 utterances.], tot_loss[loss=0.206, simple_loss=0.296, pruned_loss=0.05802, over 2477833.79 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06517, over 23791.47 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2975, pruned_loss=0.0602, over 2452325.17 frames. utt_duration=1287 frames, utt_pad_proportion=0.04416, over 7631.76 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2949, pruned_loss=0.05769, over 2478505.69 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06484, over 25334.33 utterances.], batch size: 256, lr: 4.36e-04
2022-08-24 20:33:17,867 INFO [train.py:927] (5/8) Epoch 8, batch 9750, giga_loss[loss=0.2254, simple_loss=0.3197, pruned_loss=0.06555, over 12435.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03763, over 133.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2967, pruned_loss=0.05841, over 2478110.76 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06524, over 23300.54 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2971, pruned_loss=0.05993, over 2453082.38 frames. utt_duration=1292 frames, utt_pad_proportion=0.04319, over 7601.89 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2961, pruned_loss=0.05833, over 2478758.73 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06542, over 25065.14 utterances.], batch size: 133, lr: 4.36e-04
2022-08-24 20:35:33,554 INFO [train.py:927] (5/8) Epoch 8, batch 9800, giga_loss[loss=0.2116, simple_loss=0.3002, pruned_loss=0.06153, over 12448.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04329, over 161.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2951, pruned_loss=0.0578, over 2478452.06 frames. utt_duration=434.6 frames, utt_pad_proportion=0.0628, over 22871.56 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2966, pruned_loss=0.05975, over 2453567.72 frames. utt_duration=1299 frames, utt_pad_proportion=0.04229, over 7561.36 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.295, pruned_loss=0.05784, over 2479332.27 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06351, over 24806.51 utterances.], batch size: 161, lr: 4.35e-04
2022-08-24 20:37:37,787 INFO [train.py:927] (5/8) Epoch 8, batch 9850, giga_loss[loss=0.1865, simple_loss=0.2837, pruned_loss=0.04467, over 12364.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03681, over 113.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2945, pruned_loss=0.05757, over 2478112.32 frames. utt_duration=436.2 frames, utt_pad_proportion=0.06229, over 22785.36 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2969, pruned_loss=0.05993, over 2453975.01 frames. utt_duration=1300 frames, utt_pad_proportion=0.04194, over 7559.75 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2942, pruned_loss=0.05741, over 2478650.87 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06304, over 24451.07 utterances.], batch size: 113, lr: 4.35e-04
2022-08-24 20:39:32,740 INFO [train.py:927] (5/8) Epoch 8, batch 9900, giga_loss[loss=0.1958, simple_loss=0.2823, pruned_loss=0.05465, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04127, over 113.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2965, pruned_loss=0.05846, over 2477843.84 frames. utt_duration=415.3 frames, utt_pad_proportion=0.06649, over 23936.00 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2975, pruned_loss=0.06001, over 2453995.13 frames. utt_duration=1295 frames, utt_pad_proportion=0.04262, over 7585.95 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2957, pruned_loss=0.05826, over 2478358.77 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06671, over 25293.18 utterances.], batch size: 113, lr: 4.35e-04
2022-08-24 20:41:30,567 INFO [train.py:927] (5/8) Epoch 8, batch 9950, giga_loss[loss=0.2145, simple_loss=0.3027, pruned_loss=0.0631, over 12359.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03943, over 113.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2947, pruned_loss=0.05806, over 2477924.96 frames. utt_duration=406 frames, utt_pad_proportion=0.06498, over 24487.43 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2975, pruned_loss=0.05997, over 2454056.57 frames. utt_duration=1296 frames, utt_pad_proportion=0.0424, over 7582.07 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.294, pruned_loss=0.05792, over 2478500.92 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06532, over 25711.59 utterances.], batch size: 113, lr: 4.35e-04
2022-08-24 20:43:14,421 INFO [train.py:927] (5/8) Epoch 8, batch 10000, giga_loss[loss=0.2511, simple_loss=0.3364, pruned_loss=0.08288, over 12421.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04211, over 146.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2992, pruned_loss=0.06148, over 2477933.25 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06536, over 24663.40 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2975, pruned_loss=0.06003, over 2454352.45 frames. utt_duration=1296 frames, utt_pad_proportion=0.0422, over 7583.28 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2986, pruned_loss=0.06131, over 2478330.50 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06574, over 25784.27 utterances.], batch size: 146, lr: 4.35e-04
2022-08-24 20:44:59,482 INFO [train.py:927] (5/8) Epoch 8, batch 10050, giga_loss[loss=0.1933, simple_loss=0.2764, pruned_loss=0.05508, over 12288.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.03652, over 51.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3042, pruned_loss=0.06444, over 2476543.75 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06444, over 23256.97 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2973, pruned_loss=0.05997, over 2454559.72 frames. utt_duration=1299 frames, utt_pad_proportion=0.04138, over 7569.86 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3041, pruned_loss=0.06444, over 2477412.78 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06525, over 24682.37 utterances.], batch size: 51, lr: 4.35e-04
2022-08-24 20:46:43,746 INFO [train.py:927] (5/8) Epoch 8, batch 10100, giga_loss[loss=0.1811, simple_loss=0.2687, pruned_loss=0.04671, over 12413.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04259, over 146.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2998, pruned_loss=0.06347, over 2476421.95 frames. utt_duration=443.8 frames, utt_pad_proportion=0.06396, over 22384.17 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2969, pruned_loss=0.05981, over 2455183.46 frames. utt_duration=1302 frames, utt_pad_proportion=0.04087, over 7552.51 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.3001, pruned_loss=0.0637, over 2476929.29 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06495, over 23822.76 utterances.], batch size: 146, lr: 4.35e-04
2022-08-24 20:48:28,737 INFO [train.py:927] (5/8) Epoch 8, batch 10150, libri_loss[loss=0.2553, simple_loss=0.3963, pruned_loss=0.05718, over 12198.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005376, over 33.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2924, pruned_loss=0.06046, over 2475958.28 frames. utt_duration=477.4 frames, utt_pad_proportion=0.06049, over 20802.45 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2974, pruned_loss=0.05975, over 2455354.77 frames. utt_duration=1309 frames, utt_pad_proportion=0.04004, over 7514.39 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2921, pruned_loss=0.06076, over 2476807.13 frames. utt_duration=444.1 frames, utt_pad_proportion=0.06196, over 22374.57 utterances.], batch size: 33, lr: 4.35e-04
2022-08-24 20:50:12,985 INFO [train.py:927] (5/8) Epoch 8, batch 10200, giga_loss[loss=0.1563, simple_loss=0.2426, pruned_loss=0.03498, over 12443.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04094, over 34.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2858, pruned_loss=0.05844, over 2475187.89 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06183, over 20434.68 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.298, pruned_loss=0.05996, over 2455688.54 frames. utt_duration=1296 frames, utt_pad_proportion=0.0441, over 7589.77 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.285, pruned_loss=0.05851, over 2475905.62 frames. utt_duration=454.6 frames, utt_pad_proportion=0.0619, over 21850.86 utterances.], batch size: 34, lr: 4.35e-04
2022-08-24 20:51:57,657 INFO [train.py:927] (5/8) Epoch 8, batch 10250, giga_loss[loss=0.1906, simple_loss=0.261, pruned_loss=0.06008, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03405, over 42.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2799, pruned_loss=0.05634, over 2474269.07 frames. utt_duration=511 frames, utt_pad_proportion=0.06027, over 19420.55 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2974, pruned_loss=0.05976, over 2455851.25 frames. utt_duration=1297 frames, utt_pad_proportion=0.04366, over 7582.30 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2794, pruned_loss=0.0565, over 2475130.06 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06068, over 20838.21 utterances.], batch size: 42, lr: 4.35e-04
2022-08-24 20:53:40,028 INFO [train.py:927] (5/8) Epoch 8, batch 10300, giga_loss[loss=0.1616, simple_loss=0.2482, pruned_loss=0.03752, over 12344.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03026, over 70.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2765, pruned_loss=0.05526, over 2474493.66 frames. utt_duration=512.8 frames, utt_pad_proportion=0.05998, over 19356.07 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2977, pruned_loss=0.05992, over 2456608.08 frames. utt_duration=1297 frames, utt_pad_proportion=0.04247, over 7583.04 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2751, pruned_loss=0.05508, over 2475177.05 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06093, over 20924.80 utterances.], batch size: 70, lr: 4.35e-04
2022-08-24 20:55:22,354 INFO [train.py:927] (5/8) Epoch 8, batch 10350, giga_loss[loss=0.1558, simple_loss=0.2371, pruned_loss=0.03723, over 12448.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02969, over 80.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2719, pruned_loss=0.05347, over 2474210.68 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05778, over 18154.14 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2969, pruned_loss=0.05961, over 2456967.72 frames. utt_duration=1300 frames, utt_pad_proportion=0.0422, over 7568.41 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2708, pruned_loss=0.05342, over 2475078.41 frames. utt_duration=500.3 frames, utt_pad_proportion=0.05909, over 19844.05 utterances.], batch size: 80, lr: 4.35e-04
2022-08-24 20:57:07,784 INFO [train.py:927] (5/8) Epoch 8, batch 10400, giga_loss[loss=0.1701, simple_loss=0.2492, pruned_loss=0.04549, over 12344.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02948, over 91.00 utterances.], tot_loss[loss=0.1854, simple_loss=0.2674, pruned_loss=0.05168, over 2474219.52 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06261, over 18719.07 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2964, pruned_loss=0.05945, over 2457454.95 frames. utt_duration=1303 frames, utt_pad_proportion=0.04135, over 7554.02 utterances.], giga_tot_loss[loss=0.1846, simple_loss=0.266, pruned_loss=0.05156, over 2475011.95 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06375, over 20416.62 utterances.], batch size: 91, lr: 4.35e-04
2022-08-24 20:58:50,234 INFO [train.py:927] (5/8) Epoch 8, batch 10450, giga_loss[loss=0.1892, simple_loss=0.2767, pruned_loss=0.0509, over 12354.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03296, over 62.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2639, pruned_loss=0.05032, over 2474225.74 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06405, over 18358.87 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2965, pruned_loss=0.0595, over 2457717.48 frames. utt_duration=1291 frames, utt_pad_proportion=0.04543, over 7626.62 utterances.], giga_tot_loss[loss=0.1808, simple_loss=0.2618, pruned_loss=0.04995, over 2475153.75 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06388, over 19996.65 utterances.], batch size: 62, lr: 4.35e-04
2022-08-24 21:00:34,242 INFO [train.py:927] (5/8) Epoch 8, batch 10500, giga_loss[loss=0.2062, simple_loss=0.2991, pruned_loss=0.05662, over 12396.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.0213, over 66.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2683, pruned_loss=0.0531, over 2474555.46 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06622, over 18925.37 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2964, pruned_loss=0.05957, over 2458087.86 frames. utt_duration=1295 frames, utt_pad_proportion=0.04445, over 7604.04 utterances.], giga_tot_loss[loss=0.1854, simple_loss=0.2659, pruned_loss=0.05251, over 2475417.16 frames. utt_duration=483 frames, utt_pad_proportion=0.06645, over 20561.08 utterances.], batch size: 66, lr: 4.35e-04
2022-08-24 21:02:17,753 INFO [train.py:927] (5/8) Epoch 8, batch 10550, giga_loss[loss=0.2652, simple_loss=0.3437, pruned_loss=0.09332, over 12403.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05293, over 162.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2807, pruned_loss=0.05914, over 2474423.92 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06536, over 18828.25 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2966, pruned_loss=0.05975, over 2458196.53 frames. utt_duration=1296 frames, utt_pad_proportion=0.0441, over 7598.02 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2784, pruned_loss=0.05849, over 2475157.21 frames. utt_duration=490.9 frames, utt_pad_proportion=0.0658, over 20227.51 utterances.], batch size: 162, lr: 4.35e-04
2022-08-24 21:04:02,348 INFO [train.py:927] (5/8) Epoch 8, batch 10600, giga_loss[loss=0.2311, simple_loss=0.321, pruned_loss=0.0706, over 12454.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.03048, over 55.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2863, pruned_loss=0.06059, over 2474753.39 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06, over 18197.54 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.296, pruned_loss=0.05962, over 2458283.93 frames. utt_duration=1300 frames, utt_pad_proportion=0.04368, over 7573.16 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2849, pruned_loss=0.0602, over 2475474.99 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06091, over 19477.21 utterances.], batch size: 55, lr: 4.35e-04
2022-08-24 21:05:47,000 INFO [train.py:927] (5/8) Epoch 8, batch 10650, giga_loss[loss=0.234, simple_loss=0.3206, pruned_loss=0.07371, over 12409.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05034, over 161.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2901, pruned_loss=0.06195, over 2474989.93 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05833, over 18192.92 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2958, pruned_loss=0.05976, over 2458207.90 frames. utt_duration=1304 frames, utt_pad_proportion=0.04306, over 7549.89 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2889, pruned_loss=0.06154, over 2475944.15 frames. utt_duration=511.3 frames, utt_pad_proportion=0.05947, over 19424.14 utterances.], batch size: 161, lr: 4.35e-04
2022-08-24 21:07:30,705 INFO [train.py:927] (5/8) Epoch 8, batch 10700, giga_loss[loss=0.1971, simple_loss=0.2864, pruned_loss=0.05393, over 12358.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02785, over 66.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2943, pruned_loss=0.06406, over 2473799.49 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05768, over 17479.03 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2961, pruned_loss=0.05971, over 2458026.51 frames. utt_duration=1305 frames, utt_pad_proportion=0.04277, over 7543.95 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2931, pruned_loss=0.06386, over 2475038.08 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05888, over 18656.33 utterances.], batch size: 66, lr: 4.34e-04
2022-08-24 21:09:14,891 INFO [train.py:927] (5/8) Epoch 8, batch 10750, giga_loss[loss=0.1882, simple_loss=0.2848, pruned_loss=0.04584, over 12444.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03142, over 75.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2976, pruned_loss=0.0651, over 2474547.20 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05691, over 17453.47 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2953, pruned_loss=0.05936, over 2458617.84 frames. utt_duration=1312 frames, utt_pad_proportion=0.04191, over 7505.16 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2973, pruned_loss=0.06535, over 2475426.42 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05836, over 18687.87 utterances.], batch size: 75, lr: 4.34e-04
2022-08-24 21:10:57,368 INFO [train.py:927] (5/8) Epoch 8, batch 10800, giga_loss[loss=0.2676, simple_loss=0.3306, pruned_loss=0.1023, over 12374.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1082, over 259.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3016, pruned_loss=0.0661, over 2474801.57 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05769, over 17264.35 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2957, pruned_loss=0.05943, over 2459128.40 frames. utt_duration=1311 frames, utt_pad_proportion=0.04122, over 7510.61 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3011, pruned_loss=0.06637, over 2475393.44 frames. utt_duration=537.7 frames, utt_pad_proportion=0.05922, over 18464.92 utterances.], batch size: 259, lr: 4.34e-04
2022-08-24 21:12:39,658 INFO [train.py:927] (5/8) Epoch 8, batch 10850, giga_loss[loss=0.2018, simple_loss=0.2957, pruned_loss=0.05393, over 12395.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.0292, over 58.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3016, pruned_loss=0.06482, over 2474375.26 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05433, over 16198.71 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2957, pruned_loss=0.0595, over 2459122.78 frames. utt_duration=1307 frames, utt_pad_proportion=0.04134, over 7533.73 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3014, pruned_loss=0.06514, over 2475280.80 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05602, over 17397.27 utterances.], batch size: 58, lr: 4.34e-04
2022-08-24 21:14:25,297 INFO [train.py:927] (5/8) Epoch 8, batch 10900, giga_loss[loss=0.2215, simple_loss=0.3058, pruned_loss=0.06864, over 12207.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.03777, over 33.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3028, pruned_loss=0.06543, over 2473601.53 frames. utt_duration=617.6 frames, utt_pad_proportion=0.05427, over 16058.55 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2958, pruned_loss=0.05958, over 2459208.16 frames. utt_duration=1307 frames, utt_pad_proportion=0.04118, over 7534.06 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3025, pruned_loss=0.06564, over 2474302.85 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0557, over 17030.10 utterances.], batch size: 33, lr: 4.34e-04
2022-08-24 21:16:08,662 INFO [train.py:927] (5/8) Epoch 8, batch 10950, giga_loss[loss=0.2448, simple_loss=0.3175, pruned_loss=0.08605, over 12422.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03336, over 75.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3073, pruned_loss=0.06823, over 2473961.71 frames. utt_duration=627.8 frames, utt_pad_proportion=0.0513, over 15801.58 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2978, pruned_loss=0.05979, over 2459401.34 frames. utt_duration=1309 frames, utt_pad_proportion=0.04026, over 7524.20 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3055, pruned_loss=0.06839, over 2474755.88 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05312, over 16811.00 utterances.], batch size: 75, lr: 4.34e-04
2022-08-24 21:17:55,565 INFO [train.py:927] (5/8) Epoch 8, batch 11000, giga_loss[loss=0.1948, simple_loss=0.2842, pruned_loss=0.05269, over 12320.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04827, over 26.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3075, pruned_loss=0.06994, over 2473330.83 frames. utt_duration=624.1 frames, utt_pad_proportion=0.0537, over 15891.65 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2982, pruned_loss=0.05993, over 2459677.45 frames. utt_duration=1306 frames, utt_pad_proportion=0.04032, over 7539.96 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3058, pruned_loss=0.07002, over 2473840.90 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05504, over 16744.76 utterances.], batch size: 26, lr: 4.34e-04
2022-08-24 21:19:38,675 INFO [train.py:927] (5/8) Epoch 8, batch 11050, giga_loss[loss=0.1936, simple_loss=0.2849, pruned_loss=0.05116, over 12365.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02718, over 66.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3062, pruned_loss=0.06974, over 2473504.32 frames. utt_duration=603.2 frames, utt_pad_proportion=0.05888, over 16444.24 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2987, pruned_loss=0.06047, over 2460385.63 frames. utt_duration=1293 frames, utt_pad_proportion=0.04419, over 7617.99 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3047, pruned_loss=0.06967, over 2473762.97 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05841, over 17377.02 utterances.], batch size: 66, lr: 4.34e-04
2022-08-24 21:21:24,228 INFO [train.py:927] (5/8) Epoch 8, batch 11100, giga_loss[loss=0.1895, simple_loss=0.2684, pruned_loss=0.05533, over 12405.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04307, over 26.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3049, pruned_loss=0.06974, over 2473037.74 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06375, over 17392.33 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2985, pruned_loss=0.06032, over 2460930.00 frames. utt_duration=1292 frames, utt_pad_proportion=0.04417, over 7625.21 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.304, pruned_loss=0.07004, over 2473099.56 frames. utt_duration=540 frames, utt_pad_proportion=0.06337, over 18369.32 utterances.], batch size: 26, lr: 4.34e-04
2022-08-24 21:23:10,178 INFO [train.py:927] (5/8) Epoch 8, batch 11150, giga_loss[loss=0.2357, simple_loss=0.308, pruned_loss=0.08165, over 12447.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04027, over 31.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3006, pruned_loss=0.06794, over 2473331.17 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06815, over 17491.84 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2983, pruned_loss=0.06041, over 2461226.95 frames. utt_duration=1278 frames, utt_pad_proportion=0.04877, over 7712.41 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3002, pruned_loss=0.06839, over 2473506.52 frames. utt_duration=536 frames, utt_pad_proportion=0.06636, over 18512.06 utterances.], batch size: 31, lr: 4.34e-04
2022-08-24 21:24:54,959 INFO [train.py:927] (5/8) Epoch 8, batch 11200, giga_loss[loss=0.215, simple_loss=0.2979, pruned_loss=0.06609, over 12466.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03024, over 55.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2966, pruned_loss=0.0665, over 2474104.77 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06906, over 18370.39 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2979, pruned_loss=0.06024, over 2461389.50 frames. utt_duration=1279 frames, utt_pad_proportion=0.04857, over 7704.82 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2966, pruned_loss=0.06714, over 2474385.45 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06787, over 19418.27 utterances.], batch size: 55, lr: 4.34e-04
2022-08-24 21:26:40,373 INFO [train.py:927] (5/8) Epoch 8, batch 11250, giga_loss[loss=0.1984, simple_loss=0.2736, pruned_loss=0.06153, over 12472.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03524, over 37.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2973, pruned_loss=0.06658, over 2474096.23 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06954, over 18391.11 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2985, pruned_loss=0.06037, over 2461614.56 frames. utt_duration=1269 frames, utt_pad_proportion=0.05191, over 7771.09 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2967, pruned_loss=0.06726, over 2474702.62 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06757, over 19668.34 utterances.], batch size: 37, lr: 4.34e-04
2022-08-24 21:28:23,309 INFO [train.py:927] (5/8) Epoch 8, batch 11300, giga_loss[loss=0.188, simple_loss=0.2715, pruned_loss=0.05219, over 12454.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03493, over 105.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.296, pruned_loss=0.06611, over 2473063.10 frames. utt_duration=530.3 frames, utt_pad_proportion=0.06924, over 18708.23 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2989, pruned_loss=0.06057, over 2461677.36 frames. utt_duration=1271 frames, utt_pad_proportion=0.05133, over 7756.62 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2951, pruned_loss=0.06655, over 2473650.46 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06799, over 19879.71 utterances.], batch size: 105, lr: 4.34e-04
2022-08-24 21:30:07,900 INFO [train.py:927] (5/8) Epoch 8, batch 11350, giga_loss[loss=0.193, simple_loss=0.2716, pruned_loss=0.0572, over 12378.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03134, over 62.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2924, pruned_loss=0.06425, over 2473531.76 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06315, over 17956.09 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2999, pruned_loss=0.06092, over 2461704.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.05115, over 7758.84 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2907, pruned_loss=0.06428, over 2474018.90 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06252, over 18918.40 utterances.], batch size: 62, lr: 4.34e-04
2022-08-24 21:31:52,631 INFO [train.py:927] (5/8) Epoch 8, batch 11400, giga_loss[loss=0.2118, simple_loss=0.294, pruned_loss=0.06475, over 12358.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03173, over 97.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2893, pruned_loss=0.0632, over 2472975.40 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06491, over 17673.00 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2996, pruned_loss=0.06089, over 2461722.03 frames. utt_duration=1271 frames, utt_pad_proportion=0.0507, over 7755.98 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2879, pruned_loss=0.06335, over 2473720.42 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06467, over 18763.94 utterances.], batch size: 97, lr: 4.34e-04
2022-08-24 21:33:34,488 INFO [train.py:927] (5/8) Epoch 8, batch 11450, giga_loss[loss=0.1707, simple_loss=0.2536, pruned_loss=0.04392, over 12349.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03366, over 62.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2867, pruned_loss=0.06249, over 2473377.75 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06425, over 17549.77 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.3002, pruned_loss=0.06122, over 2461729.44 frames. utt_duration=1260 frames, utt_pad_proportion=0.05425, over 7822.73 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2849, pruned_loss=0.06234, over 2474201.97 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06301, over 18546.41 utterances.], batch size: 62, lr: 4.34e-04
2022-08-24 21:35:25,187 INFO [train.py:927] (5/8) Epoch 8, batch 11500, giga_loss[loss=0.2421, simple_loss=0.314, pruned_loss=0.08513, over 12390.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06911, over 211.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2846, pruned_loss=0.06172, over 2472977.25 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06169, over 17079.28 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2998, pruned_loss=0.06102, over 2461800.98 frames. utt_duration=1254 frames, utt_pad_proportion=0.05512, over 7859.55 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.283, pruned_loss=0.0618, over 2473903.75 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06054, over 18111.08 utterances.], batch size: 211, lr: 4.34e-04
2022-08-24 21:37:11,318 INFO [train.py:927] (5/8) Epoch 8, batch 11550, giga_loss[loss=0.2286, simple_loss=0.3079, pruned_loss=0.07461, over 12400.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05079, over 161.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2861, pruned_loss=0.06338, over 2472273.29 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06247, over 17353.53 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2995, pruned_loss=0.0609, over 2461664.60 frames. utt_duration=1258 frames, utt_pad_proportion=0.05457, over 7837.82 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2849, pruned_loss=0.06355, over 2473249.95 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06178, over 18307.45 utterances.], batch size: 161, lr: 4.34e-04
2022-08-24 21:38:54,092 INFO [train.py:927] (5/8) Epoch 8, batch 11600, giga_loss[loss=0.2457, simple_loss=0.3269, pruned_loss=0.08219, over 12423.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03829, over 133.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.29, pruned_loss=0.06538, over 2472967.87 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06363, over 17322.62 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2994, pruned_loss=0.06089, over 2461870.00 frames. utt_duration=1260 frames, utt_pad_proportion=0.05374, over 7825.14 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2889, pruned_loss=0.0656, over 2473793.42 frames. utt_duration=542.2 frames, utt_pad_proportion=0.0634, over 18301.36 utterances.], batch size: 133, lr: 4.33e-04
2022-08-24 21:40:38,195 INFO [train.py:927] (5/8) Epoch 8, batch 11650, giga_loss[loss=0.1879, simple_loss=0.2815, pruned_loss=0.04715, over 12255.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03713, over 28.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2953, pruned_loss=0.06808, over 2472987.21 frames. utt_duration=549.9 frames, utt_pad_proportion=0.07149, over 18036.47 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2994, pruned_loss=0.0609, over 2462143.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.05344, over 7837.95 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2942, pruned_loss=0.06847, over 2473805.98 frames. utt_duration=517.7 frames, utt_pad_proportion=0.07121, over 19170.11 utterances.], batch size: 28, lr: 4.33e-04
2022-08-24 21:42:23,734 INFO [train.py:927] (5/8) Epoch 8, batch 11700, giga_loss[loss=0.2342, simple_loss=0.3207, pruned_loss=0.07384, over 12423.00 frames. utt_duration=858.3 frames, utt_pad_proportion=0.0269, over 58.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3002, pruned_loss=0.06956, over 2473125.23 frames. utt_duration=551.9 frames, utt_pad_proportion=0.0676, over 17973.68 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.299, pruned_loss=0.06075, over 2462371.41 frames. utt_duration=1260 frames, utt_pad_proportion=0.05309, over 7826.71 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.2996, pruned_loss=0.07022, over 2473877.23 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06788, over 19171.05 utterances.], batch size: 58, lr: 4.33e-04
2022-08-24 21:44:08,780 INFO [train.py:927] (5/8) Epoch 8, batch 11750, giga_loss[loss=0.1941, simple_loss=0.2879, pruned_loss=0.05016, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02617, over 48.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3032, pruned_loss=0.07029, over 2473545.54 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06399, over 18378.18 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2991, pruned_loss=0.06078, over 2462516.56 frames. utt_duration=1260 frames, utt_pad_proportion=0.05287, over 7826.58 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3027, pruned_loss=0.07082, over 2474048.31 frames. utt_duration=512.5 frames, utt_pad_proportion=0.0645, over 19366.22 utterances.], batch size: 48, lr: 4.33e-04
2022-08-24 21:45:52,422 INFO [train.py:927] (5/8) Epoch 8, batch 11800, giga_loss[loss=0.213, simple_loss=0.3036, pruned_loss=0.0612, over 12336.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02838, over 66.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3016, pruned_loss=0.06813, over 2473419.38 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06121, over 18188.36 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2995, pruned_loss=0.06098, over 2462376.73 frames. utt_duration=1263 frames, utt_pad_proportion=0.05207, over 7808.21 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3009, pruned_loss=0.06852, over 2474149.01 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06211, over 19181.42 utterances.], batch size: 66, lr: 4.33e-04
2022-08-24 21:47:37,938 INFO [train.py:927] (5/8) Epoch 8, batch 11850, giga_loss[loss=0.2173, simple_loss=0.3083, pruned_loss=0.06319, over 12372.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02695, over 66.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3033, pruned_loss=0.06848, over 2474368.25 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06382, over 18864.24 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2995, pruned_loss=0.06098, over 2462376.73 frames. utt_duration=1263 frames, utt_pad_proportion=0.05207, over 7808.21 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3027, pruned_loss=0.06879, over 2474936.13 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06441, over 19637.15 utterances.], batch size: 66, lr: 4.33e-04
2022-08-24 21:49:23,172 INFO [train.py:927] (5/8) Epoch 8, batch 11900, giga_loss[loss=0.2414, simple_loss=0.3191, pruned_loss=0.08187, over 12348.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03089, over 85.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.305, pruned_loss=0.06992, over 2473495.05 frames. utt_duration=547.5 frames, utt_pad_proportion=0.05911, over 18119.15 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2994, pruned_loss=0.06099, over 2462396.97 frames. utt_duration=1265 frames, utt_pad_proportion=0.05128, over 7796.17 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3047, pruned_loss=0.07029, over 2474123.75 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06013, over 18929.02 utterances.], batch size: 85, lr: 4.33e-04
2022-08-24 21:51:06,654 INFO [train.py:927] (5/8) Epoch 8, batch 11950, giga_loss[loss=0.2001, simple_loss=0.2938, pruned_loss=0.05316, over 12472.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03939, over 31.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.307, pruned_loss=0.07176, over 2473445.72 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05795, over 17690.20 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.3002, pruned_loss=0.06166, over 2462390.46 frames. utt_duration=1255 frames, utt_pad_proportion=0.05514, over 7859.33 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3061, pruned_loss=0.07154, over 2474090.97 frames. utt_duration=539.2 frames, utt_pad_proportion=0.05724, over 18405.43 utterances.], batch size: 31, lr: 4.33e-04
2022-08-24 21:52:49,676 INFO [train.py:927] (5/8) Epoch 8, batch 12000, giga_loss[loss=0.226, simple_loss=0.3049, pruned_loss=0.07355, over 12367.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03144, over 51.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.309, pruned_loss=0.07256, over 2472613.46 frames. utt_duration=555.8 frames, utt_pad_proportion=0.05909, over 17843.56 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.3006, pruned_loss=0.06171, over 2462371.08 frames. utt_duration=1256 frames, utt_pad_proportion=0.05423, over 7853.07 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.308, pruned_loss=0.07257, over 2473368.76 frames. utt_duration=532.2 frames, utt_pad_proportion=0.05884, over 18640.41 utterances.], batch size: 51, lr: 4.33e-04
2022-08-24 21:52:49,677 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 21:53:04,024 INFO [train.py:967] (5/8) 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] (5/8) Epoch 8, batch 12050, giga_loss[loss=0.2175, simple_loss=0.2943, pruned_loss=0.07039, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03856, over 28.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3111, pruned_loss=0.07327, over 2472688.95 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05789, over 17297.79 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.3007, pruned_loss=0.06184, over 2462877.84 frames. utt_duration=1246 frames, utt_pad_proportion=0.05782, over 7914.93 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3107, pruned_loss=0.07359, over 2473244.14 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05638, over 18287.88 utterances.], batch size: 28, lr: 4.33e-04
2022-08-24 21:56:28,752 INFO [train.py:927] (5/8) Epoch 8, batch 12100, giga_loss[loss=0.2061, simple_loss=0.297, pruned_loss=0.05754, over 12344.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04239, over 113.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3103, pruned_loss=0.0734, over 2473055.41 frames. utt_duration=558 frames, utt_pad_proportion=0.06345, over 17776.06 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.301, pruned_loss=0.06236, over 2463714.14 frames. utt_duration=1234 frames, utt_pad_proportion=0.06098, over 7996.53 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.31, pruned_loss=0.07368, over 2473130.88 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06096, over 18906.89 utterances.], batch size: 113, lr: 4.33e-04
2022-08-24 21:58:13,030 INFO [train.py:927] (5/8) Epoch 8, batch 12150, giga_loss[loss=0.2121, simple_loss=0.294, pruned_loss=0.06512, over 12464.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03008, over 75.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3084, pruned_loss=0.0724, over 2473004.06 frames. utt_duration=586.7 frames, utt_pad_proportion=0.06091, over 16904.48 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.301, pruned_loss=0.06239, over 2463924.94 frames. utt_duration=1238 frames, utt_pad_proportion=0.05972, over 7971.15 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3084, pruned_loss=0.07287, over 2473101.87 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05951, over 18089.71 utterances.], batch size: 75, lr: 4.33e-04
2022-08-24 21:59:53,201 INFO [train.py:927] (5/8) Epoch 8, batch 12200, libri_loss[loss=0.2222, simple_loss=0.2915, pruned_loss=0.07648, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006484, over 31.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3078, pruned_loss=0.07227, over 2472706.56 frames. utt_duration=621.2 frames, utt_pad_proportion=0.05633, over 15961.74 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3007, pruned_loss=0.0625, over 2464386.89 frames. utt_duration=1244 frames, utt_pad_proportion=0.05841, over 7935.62 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3083, pruned_loss=0.07287, over 2472650.38 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05597, over 17220.57 utterances.], batch size: 31, lr: 4.33e-04
2022-08-24 22:01:38,277 INFO [train.py:927] (5/8) Epoch 8, batch 12250, giga_loss[loss=0.2083, simple_loss=0.2977, pruned_loss=0.05943, over 12354.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03243, over 58.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3073, pruned_loss=0.07155, over 2472661.89 frames. utt_duration=626.2 frames, utt_pad_proportion=0.06028, over 15832.47 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3006, pruned_loss=0.06263, over 2464550.61 frames. utt_duration=1245 frames, utt_pad_proportion=0.05821, over 7930.62 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3079, pruned_loss=0.0721, over 2472643.07 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05979, over 17015.05 utterances.], batch size: 58, lr: 4.33e-04
2022-08-24 22:03:20,220 INFO [train.py:927] (5/8) Epoch 8, batch 12300, giga_loss[loss=0.2404, simple_loss=0.314, pruned_loss=0.08342, over 12304.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02818, over 45.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3076, pruned_loss=0.07173, over 2472268.34 frames. utt_duration=629.9 frames, utt_pad_proportion=0.05623, over 15737.94 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.301, pruned_loss=0.06277, over 2464483.69 frames. utt_duration=1246 frames, utt_pad_proportion=0.05738, over 7924.05 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3079, pruned_loss=0.07219, over 2472453.25 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05643, over 16820.48 utterances.], batch size: 45, lr: 4.33e-04
2022-08-24 22:05:05,435 INFO [train.py:927] (5/8) Epoch 8, batch 12350, giga_loss[loss=0.2092, simple_loss=0.2886, pruned_loss=0.06492, over 12323.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03444, over 58.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3051, pruned_loss=0.07082, over 2473530.55 frames. utt_duration=606.4 frames, utt_pad_proportion=0.0631, over 16355.87 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3014, pruned_loss=0.06299, over 2464646.73 frames. utt_duration=1242 frames, utt_pad_proportion=0.05775, over 7948.69 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3049, pruned_loss=0.07107, over 2473597.76 frames. utt_duration=574.7 frames, utt_pad_proportion=0.0628, over 17262.16 utterances.], batch size: 58, lr: 4.33e-04
2022-08-24 22:06:46,156 INFO [train.py:927] (5/8) Epoch 8, batch 12400, giga_loss[loss=0.1856, simple_loss=0.2755, pruned_loss=0.04783, over 12345.00 frames. utt_duration=669 frames, utt_pad_proportion=0.02624, over 74.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3025, pruned_loss=0.06957, over 2472809.18 frames. utt_duration=644.4 frames, utt_pad_proportion=0.06207, over 15384.88 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3015, pruned_loss=0.06326, over 2464654.23 frames. utt_duration=1249 frames, utt_pad_proportion=0.05632, over 7904.15 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3024, pruned_loss=0.06976, over 2473144.09 frames. utt_duration=604.4 frames, utt_pad_proportion=0.06258, over 16409.48 utterances.], batch size: 74, lr: 4.33e-04
2022-08-24 22:08:29,880 INFO [train.py:927] (5/8) Epoch 8, batch 12450, giga_loss[loss=0.195, simple_loss=0.278, pruned_loss=0.05602, over 12320.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.03478, over 58.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2996, pruned_loss=0.06883, over 2473119.15 frames. utt_duration=620.5 frames, utt_pad_proportion=0.06552, over 15982.36 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3013, pruned_loss=0.0633, over 2464774.14 frames. utt_duration=1252 frames, utt_pad_proportion=0.05571, over 7885.71 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2997, pruned_loss=0.06902, over 2473394.57 frames. utt_duration=586.7 frames, utt_pad_proportion=0.06601, over 16906.17 utterances.], batch size: 58, lr: 4.33e-04
2022-08-24 22:10:14,656 INFO [train.py:927] (5/8) Epoch 8, batch 12500, giga_loss[loss=0.2052, simple_loss=0.288, pruned_loss=0.06118, over 12379.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02458, over 66.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.296, pruned_loss=0.06731, over 2472779.18 frames. utt_duration=620.6 frames, utt_pad_proportion=0.06119, over 15976.42 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3012, pruned_loss=0.06324, over 2464845.27 frames. utt_duration=1253 frames, utt_pad_proportion=0.05553, over 7876.28 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2962, pruned_loss=0.06752, over 2472969.24 frames. utt_duration=592.3 frames, utt_pad_proportion=0.06185, over 16743.42 utterances.], batch size: 66, lr: 4.32e-04
2022-08-24 22:11:57,848 INFO [train.py:927] (5/8) Epoch 8, batch 12550, giga_loss[loss=0.2098, simple_loss=0.303, pruned_loss=0.05828, over 12377.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02815, over 66.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2941, pruned_loss=0.06611, over 2472027.63 frames. utt_duration=634.4 frames, utt_pad_proportion=0.06131, over 15623.29 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3015, pruned_loss=0.06355, over 2464891.95 frames. utt_duration=1242 frames, utt_pad_proportion=0.05978, over 7947.35 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2939, pruned_loss=0.06606, over 2472247.15 frames. utt_duration=609.3 frames, utt_pad_proportion=0.06016, over 16271.42 utterances.], batch size: 66, lr: 4.32e-04
2022-08-24 22:13:41,221 INFO [train.py:927] (5/8) Epoch 8, batch 12600, libri_loss[loss=0.252, simple_loss=0.3305, pruned_loss=0.08674, over 12311.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.06194, over 51.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2966, pruned_loss=0.06704, over 2472563.86 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05809, over 16185.97 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3018, pruned_loss=0.06418, over 2465403.57 frames. utt_duration=1244 frames, utt_pad_proportion=0.05876, over 7938.29 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2959, pruned_loss=0.06648, over 2472459.36 frames. utt_duration=584.7 frames, utt_pad_proportion=0.05777, over 16956.98 utterances.], batch size: 51, lr: 4.32e-04
2022-08-24 22:15:22,217 INFO [train.py:927] (5/8) Epoch 8, batch 12650, libri_loss[loss=0.2552, simple_loss=0.3222, pruned_loss=0.09408, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006784, over 31.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2976, pruned_loss=0.06689, over 2473018.69 frames. utt_duration=580 frames, utt_pad_proportion=0.05973, over 17100.69 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3019, pruned_loss=0.06456, over 2465464.20 frames. utt_duration=1248 frames, utt_pad_proportion=0.05755, over 7911.95 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2968, pruned_loss=0.06617, over 2473096.20 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05997, over 18017.79 utterances.], batch size: 31, lr: 4.32e-04
2022-08-24 22:17:01,952 INFO [train.py:927] (5/8) Epoch 8, batch 12700, libri_loss[loss=0.2417, simple_loss=0.314, pruned_loss=0.08468, over 12125.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006467, over 32.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2972, pruned_loss=0.06618, over 2473774.80 frames. utt_duration=553 frames, utt_pad_proportion=0.0598, over 17942.27 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3019, pruned_loss=0.06477, over 2465116.11 frames. utt_duration=1252 frames, utt_pad_proportion=0.05671, over 7883.91 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2965, pruned_loss=0.06545, over 2474288.74 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06029, over 18858.83 utterances.], batch size: 32, lr: 4.32e-04
2022-08-24 22:18:44,149 INFO [train.py:927] (5/8) Epoch 8, batch 12750, giga_loss[loss=0.2401, simple_loss=0.3175, pruned_loss=0.08139, over 12408.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07246, over 212.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2977, pruned_loss=0.0668, over 2473813.43 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06182, over 18043.26 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.302, pruned_loss=0.0651, over 2465255.94 frames. utt_duration=1256 frames, utt_pad_proportion=0.05537, over 7862.23 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2969, pruned_loss=0.06596, over 2474360.51 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06262, over 19103.31 utterances.], batch size: 212, lr: 4.32e-04
2022-08-24 22:20:23,833 INFO [train.py:927] (5/8) Epoch 8, batch 12800, giga_loss[loss=0.2179, simple_loss=0.3051, pruned_loss=0.06538, over 12377.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04145, over 133.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2977, pruned_loss=0.06631, over 2473962.85 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05733, over 17263.83 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3016, pruned_loss=0.06514, over 2465437.07 frames. utt_duration=1257 frames, utt_pad_proportion=0.05516, over 7853.41 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2973, pruned_loss=0.06564, over 2474419.00 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05836, over 18342.97 utterances.], batch size: 133, lr: 4.32e-04
2022-08-24 22:22:05,790 INFO [train.py:927] (5/8) Epoch 8, batch 12850, giga_loss[loss=0.2337, simple_loss=0.3131, pruned_loss=0.07713, over 12409.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03752, over 113.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2994, pruned_loss=0.06696, over 2473655.98 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06333, over 17827.19 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3012, pruned_loss=0.06507, over 2465394.53 frames. utt_duration=1261 frames, utt_pad_proportion=0.05437, over 7828.57 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2995, pruned_loss=0.06652, over 2474224.39 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06419, over 18893.90 utterances.], batch size: 113, lr: 4.32e-04
2022-08-24 22:23:51,693 INFO [train.py:927] (5/8) Epoch 8, batch 12900, giga_loss[loss=0.1916, simple_loss=0.2787, pruned_loss=0.05225, over 12150.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04009, over 33.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3006, pruned_loss=0.06742, over 2473619.57 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06417, over 17573.91 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3014, pruned_loss=0.06523, over 2465338.56 frames. utt_duration=1262 frames, utt_pad_proportion=0.05415, over 7826.43 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3005, pruned_loss=0.06695, over 2474151.68 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06491, over 18454.76 utterances.], batch size: 33, lr: 4.32e-04
2022-08-24 22:25:33,725 INFO [train.py:927] (5/8) Epoch 8, batch 12950, giga_loss[loss=0.2365, simple_loss=0.3127, pruned_loss=0.08011, over 12435.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03729, over 133.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2997, pruned_loss=0.06699, over 2473548.23 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06366, over 16912.35 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3016, pruned_loss=0.06544, over 2465660.91 frames. utt_duration=1250 frames, utt_pad_proportion=0.05877, over 7900.18 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2994, pruned_loss=0.06648, over 2473804.05 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06272, over 17666.97 utterances.], batch size: 133, lr: 4.32e-04
2022-08-24 22:27:14,707 INFO [train.py:927] (5/8) Epoch 8, batch 13000, giga_loss[loss=0.2072, simple_loss=0.2857, pruned_loss=0.06434, over 12439.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03899, over 40.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2966, pruned_loss=0.06577, over 2473656.16 frames. utt_duration=598 frames, utt_pad_proportion=0.06352, over 16588.50 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3015, pruned_loss=0.06546, over 2465697.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.05792, over 7872.38 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2964, pruned_loss=0.06537, over 2473988.36 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06313, over 17372.27 utterances.], batch size: 40, lr: 4.32e-04
2022-08-24 22:28:55,587 INFO [train.py:927] (5/8) Epoch 8, batch 13050, giga_loss[loss=0.1797, simple_loss=0.2642, pruned_loss=0.04765, over 12336.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03476, over 62.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2983, pruned_loss=0.0657, over 2472918.69 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05881, over 17004.02 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3016, pruned_loss=0.06562, over 2465492.50 frames. utt_duration=1255 frames, utt_pad_proportion=0.05771, over 7865.02 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.298, pruned_loss=0.06525, over 2473377.75 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05876, over 17658.31 utterances.], batch size: 62, lr: 4.32e-04
2022-08-24 22:30:36,771 INFO [train.py:927] (5/8) Epoch 8, batch 13100, giga_loss[loss=0.2096, simple_loss=0.2801, pruned_loss=0.06954, over 12376.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04977, over 34.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2988, pruned_loss=0.06609, over 2473136.87 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05566, over 17349.63 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3018, pruned_loss=0.06573, over 2465311.09 frames. utt_duration=1257 frames, utt_pad_proportion=0.05706, over 7853.06 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2984, pruned_loss=0.06565, over 2473749.40 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05597, over 17994.98 utterances.], batch size: 34, lr: 4.32e-04
2022-08-24 22:32:18,808 INFO [train.py:927] (5/8) Epoch 8, batch 13150, giga_loss[loss=0.1947, simple_loss=0.2798, pruned_loss=0.0548, over 12391.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.02666, over 66.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2981, pruned_loss=0.06734, over 2473453.09 frames. utt_duration=560.4 frames, utt_pad_proportion=0.05609, over 17702.95 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3019, pruned_loss=0.06595, over 2465295.29 frames. utt_duration=1258 frames, utt_pad_proportion=0.05672, over 7847.81 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2976, pruned_loss=0.06682, over 2474174.18 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05641, over 18467.12 utterances.], batch size: 66, lr: 4.32e-04
2022-08-24 22:33:59,419 INFO [train.py:927] (5/8) Epoch 8, batch 13200, giga_loss[loss=0.2205, simple_loss=0.2959, pruned_loss=0.07257, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.02911, over 55.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2961, pruned_loss=0.06679, over 2473290.90 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05562, over 17379.17 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.302, pruned_loss=0.06619, over 2465433.56 frames. utt_duration=1244 frames, utt_pad_proportion=0.06134, over 7936.95 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2955, pruned_loss=0.06616, over 2473863.75 frames. utt_duration=549 frames, utt_pad_proportion=0.05393, over 18072.52 utterances.], batch size: 55, lr: 4.32e-04
2022-08-24 22:35:39,489 INFO [train.py:927] (5/8) Epoch 8, batch 13250, libri_loss[loss=0.2285, simple_loss=0.3078, pruned_loss=0.0746, over 12177.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006012, over 33.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2926, pruned_loss=0.06555, over 2472498.35 frames. utt_duration=603.2 frames, utt_pad_proportion=0.05239, over 16437.58 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3019, pruned_loss=0.06655, over 2465309.51 frames. utt_duration=1253 frames, utt_pad_proportion=0.05921, over 7881.39 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2919, pruned_loss=0.06471, over 2473427.73 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05187, over 17457.18 utterances.], batch size: 33, lr: 4.32e-04
2022-08-24 22:37:21,419 INFO [train.py:927] (5/8) Epoch 8, batch 13300, giga_loss[loss=0.1575, simple_loss=0.2426, pruned_loss=0.03619, over 12367.00 frames. utt_duration=971.7 frames, utt_pad_proportion=0.0322, over 51.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.289, pruned_loss=0.06382, over 2473629.24 frames. utt_duration=624.7 frames, utt_pad_proportion=0.0513, over 15876.20 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3022, pruned_loss=0.06693, over 2465570.89 frames. utt_duration=1242 frames, utt_pad_proportion=0.06264, over 7947.58 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2879, pruned_loss=0.06276, over 2474343.02 frames. utt_duration=588.4 frames, utt_pad_proportion=0.04948, over 16863.04 utterances.], batch size: 51, lr: 4.32e-04
2022-08-24 22:39:03,432 INFO [train.py:927] (5/8) Epoch 8, batch 13350, giga_loss[loss=0.2303, simple_loss=0.3098, pruned_loss=0.07537, over 12399.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03968, over 133.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2921, pruned_loss=0.06505, over 2473421.53 frames. utt_duration=613.4 frames, utt_pad_proportion=0.05109, over 16169.62 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3029, pruned_loss=0.06716, over 2465903.72 frames. utt_duration=1246 frames, utt_pad_proportion=0.06195, over 7926.44 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2903, pruned_loss=0.06396, over 2473771.39 frames. utt_duration=580.5 frames, utt_pad_proportion=0.04993, over 17090.25 utterances.], batch size: 133, lr: 4.32e-04
2022-08-24 22:40:45,922 INFO [train.py:927] (5/8) Epoch 8, batch 13400, giga_loss[loss=0.1993, simple_loss=0.2922, pruned_loss=0.05316, over 12327.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02791, over 74.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2952, pruned_loss=0.06611, over 2473585.36 frames. utt_duration=598.7 frames, utt_pad_proportion=0.05344, over 16567.19 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3031, pruned_loss=0.06728, over 2465918.94 frames. utt_duration=1247 frames, utt_pad_proportion=0.06129, over 7918.87 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2935, pruned_loss=0.0651, over 2473963.14 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05263, over 17449.86 utterances.], batch size: 74, lr: 4.32e-04
2022-08-24 22:42:29,454 INFO [train.py:927] (5/8) Epoch 8, batch 13450, giga_loss[loss=0.248, simple_loss=0.3206, pruned_loss=0.08776, over 12370.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03416, over 104.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.298, pruned_loss=0.06788, over 2473837.61 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05313, over 16626.42 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3031, pruned_loss=0.06762, over 2465719.12 frames. utt_duration=1248 frames, utt_pad_proportion=0.05989, over 7914.49 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2964, pruned_loss=0.06672, over 2474601.18 frames. utt_duration=562 frames, utt_pad_proportion=0.05293, over 17660.17 utterances.], batch size: 104, lr: 4.31e-04
2022-08-24 22:44:24,220 INFO [train.py:927] (5/8) Epoch 8, batch 13500, giga_loss[loss=0.1959, simple_loss=0.293, pruned_loss=0.04945, over 12419.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03358, over 75.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3027, pruned_loss=0.07085, over 2474266.68 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05528, over 16914.37 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3032, pruned_loss=0.06775, over 2465753.93 frames. utt_duration=1251 frames, utt_pad_proportion=0.05895, over 7893.37 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3013, pruned_loss=0.06987, over 2474985.06 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05537, over 17914.80 utterances.], batch size: 75, lr: 4.31e-04
2022-08-24 22:46:08,023 INFO [train.py:927] (5/8) Epoch 8, batch 13550, giga_loss[loss=0.3796, simple_loss=0.4047, pruned_loss=0.1773, over 12368.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.1119, over 260.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3112, pruned_loss=0.07711, over 2474173.51 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06058, over 18322.53 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3034, pruned_loss=0.06806, over 2465793.93 frames. utt_duration=1251 frames, utt_pad_proportion=0.0584, over 7893.50 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.31, pruned_loss=0.07617, over 2474863.81 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06062, over 19303.29 utterances.], batch size: 260, lr: 4.31e-04
2022-08-24 22:47:52,003 INFO [train.py:927] (5/8) Epoch 8, batch 13600, libri_loss[loss=0.26, simple_loss=0.3262, pruned_loss=0.09688, over 12408.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005206, over 34.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.319, pruned_loss=0.08309, over 2475199.12 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06462, over 19071.55 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3041, pruned_loss=0.06889, over 2466367.54 frames. utt_duration=1232 frames, utt_pad_proportion=0.06403, over 8014.25 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3178, pruned_loss=0.082, over 2475550.87 frames. utt_duration=493 frames, utt_pad_proportion=0.06246, over 20147.18 utterances.], batch size: 34, lr: 4.31e-04
2022-08-24 22:49:35,364 INFO [train.py:927] (5/8) Epoch 8, batch 13650, giga_loss[loss=0.2463, simple_loss=0.3195, pruned_loss=0.0865, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02715, over 48.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3239, pruned_loss=0.08752, over 2475787.62 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06535, over 19832.48 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3042, pruned_loss=0.06908, over 2466611.35 frames. utt_duration=1232 frames, utt_pad_proportion=0.06343, over 8017.12 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3234, pruned_loss=0.08696, over 2476086.56 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06387, over 21019.48 utterances.], batch size: 48, lr: 4.31e-04
2022-08-24 22:51:23,066 INFO [train.py:927] (5/8) Epoch 8, batch 13700, giga_loss[loss=0.3401, simple_loss=0.3839, pruned_loss=0.1482, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0433, over 146.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3273, pruned_loss=0.09061, over 2475575.53 frames. utt_duration=504 frames, utt_pad_proportion=0.06177, over 19705.90 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3044, pruned_loss=0.06931, over 2466938.08 frames. utt_duration=1228 frames, utt_pad_proportion=0.06261, over 8043.86 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3274, pruned_loss=0.09065, over 2475841.58 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06107, over 21060.60 utterances.], batch size: 146, lr: 4.31e-04
2022-08-24 22:53:14,598 INFO [train.py:927] (5/8) Epoch 8, batch 13750, giga_loss[loss=0.3172, simple_loss=0.3748, pruned_loss=0.1298, over 12413.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06896, over 212.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3327, pruned_loss=0.09533, over 2476409.33 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07106, over 20980.96 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3044, pruned_loss=0.06937, over 2467059.88 frames. utt_duration=1229 frames, utt_pad_proportion=0.0622, over 8041.13 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3331, pruned_loss=0.09565, over 2476635.36 frames. utt_duration=447.3 frames, utt_pad_proportion=0.0702, over 22220.93 utterances.], batch size: 212, lr: 4.31e-04
2022-08-24 22:54:58,708 INFO [train.py:927] (5/8) Epoch 8, batch 13800, giga_loss[loss=0.2586, simple_loss=0.3293, pruned_loss=0.09394, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04127, over 113.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3336, pruned_loss=0.09737, over 2476593.30 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07538, over 21816.70 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3043, pruned_loss=0.06935, over 2467005.22 frames. utt_duration=1232 frames, utt_pad_proportion=0.06154, over 8016.64 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3344, pruned_loss=0.09797, over 2476927.93 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07473, over 22980.32 utterances.], batch size: 113, lr: 4.31e-04
2022-08-24 22:56:43,691 INFO [train.py:927] (5/8) Epoch 8, batch 13850, giga_loss[loss=0.283, simple_loss=0.3534, pruned_loss=0.1063, over 12409.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05292, over 162.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3339, pruned_loss=0.0967, over 2475872.63 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07571, over 21649.77 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3045, pruned_loss=0.06961, over 2466624.23 frames. utt_duration=1228 frames, utt_pad_proportion=0.06467, over 8041.27 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3353, pruned_loss=0.09782, over 2476768.91 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07446, over 22994.64 utterances.], batch size: 162, lr: 4.31e-04
2022-08-24 22:58:31,554 INFO [train.py:927] (5/8) Epoch 8, batch 13900, giga_loss[loss=0.2252, simple_loss=0.31, pruned_loss=0.07017, over 12281.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02921, over 45.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.335, pruned_loss=0.0973, over 2475536.21 frames. utt_duration=435.1 frames, utt_pad_proportion=0.0837, over 22837.27 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3046, pruned_loss=0.06975, over 2466668.95 frames. utt_duration=1232 frames, utt_pad_proportion=0.06383, over 8018.56 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3366, pruned_loss=0.09855, over 2476383.93 frames. utt_duration=411.2 frames, utt_pad_proportion=0.08266, over 24172.90 utterances.], batch size: 45, lr: 4.31e-04
2022-08-24 23:00:17,401 INFO [train.py:927] (5/8) Epoch 8, batch 13950, giga_loss[loss=0.2591, simple_loss=0.3389, pruned_loss=0.08964, over 12388.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03712, over 113.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3311, pruned_loss=0.0924, over 2474152.85 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07996, over 21196.45 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3044, pruned_loss=0.07005, over 2466853.11 frames. utt_duration=1225 frames, utt_pad_proportion=0.06684, over 8064.66 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3332, pruned_loss=0.09366, over 2474861.33 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07839, over 22529.56 utterances.], batch size: 113, lr: 4.31e-04
2022-08-24 23:02:01,932 INFO [train.py:927] (5/8) Epoch 8, batch 14000, libri_loss[loss=0.2457, simple_loss=0.3053, pruned_loss=0.09307, over 12134.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005689, over 32.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3273, pruned_loss=0.08928, over 2473989.88 frames. utt_duration=473.8 frames, utt_pad_proportion=0.0798, over 20952.60 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.304, pruned_loss=0.07006, over 2466438.18 frames. utt_duration=1229 frames, utt_pad_proportion=0.06593, over 8034.59 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3298, pruned_loss=0.09065, over 2475082.73 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07891, over 22275.85 utterances.], batch size: 32, lr: 4.31e-04
2022-08-24 23:03:45,661 INFO [train.py:927] (5/8) Epoch 8, batch 14050, giga_loss[loss=0.2658, simple_loss=0.3391, pruned_loss=0.09628, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05066, over 162.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3264, pruned_loss=0.08879, over 2474412.24 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07448, over 21021.94 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.304, pruned_loss=0.07024, over 2466323.85 frames. utt_duration=1234 frames, utt_pad_proportion=0.06479, over 8007.07 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3288, pruned_loss=0.09013, over 2475542.10 frames. utt_duration=444 frames, utt_pad_proportion=0.07451, over 22376.60 utterances.], batch size: 162, lr: 4.31e-04
2022-08-24 23:05:41,137 INFO [train.py:927] (5/8) Epoch 8, batch 14100, giga_loss[loss=0.2414, simple_loss=0.3254, pruned_loss=0.07865, over 12425.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.04853, over 147.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3265, pruned_loss=0.08801, over 2474385.08 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07431, over 20723.75 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3045, pruned_loss=0.07041, over 2466331.11 frames. utt_duration=1236 frames, utt_pad_proportion=0.06386, over 7991.13 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3283, pruned_loss=0.08925, over 2475422.10 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07471, over 22049.10 utterances.], batch size: 147, lr: 4.31e-04
2022-08-24 23:07:29,421 INFO [train.py:927] (5/8) Epoch 8, batch 14150, giga_loss[loss=0.2305, simple_loss=0.3056, pruned_loss=0.07769, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02606, over 48.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3278, pruned_loss=0.08751, over 2474244.32 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07902, over 21410.07 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3044, pruned_loss=0.0704, over 2466535.19 frames. utt_duration=1238 frames, utt_pad_proportion=0.06338, over 7977.24 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3295, pruned_loss=0.08863, over 2474955.77 frames. utt_duration=440 frames, utt_pad_proportion=0.07926, over 22571.91 utterances.], batch size: 48, lr: 4.31e-04
2022-08-24 23:09:16,567 INFO [train.py:927] (5/8) Epoch 8, batch 14200, giga_loss[loss=0.3391, simple_loss=0.3848, pruned_loss=0.1467, over 12349.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1064, over 258.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3284, pruned_loss=0.08855, over 2474507.89 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07632, over 21917.57 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3044, pruned_loss=0.07059, over 2466634.90 frames. utt_duration=1231 frames, utt_pad_proportion=0.06638, over 8026.50 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3304, pruned_loss=0.08968, over 2475172.44 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07587, over 23113.65 utterances.], batch size: 258, lr: 4.31e-04
2022-08-24 23:11:05,277 INFO [train.py:927] (5/8) Epoch 8, batch 14250, giga_loss[loss=0.2288, simple_loss=0.3026, pruned_loss=0.07753, over 12364.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.02886, over 51.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3255, pruned_loss=0.08743, over 2474060.35 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07493, over 21450.80 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3042, pruned_loss=0.07049, over 2466636.52 frames. utt_duration=1235 frames, utt_pad_proportion=0.06553, over 7998.12 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3277, pruned_loss=0.08874, over 2474745.86 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07494, over 22671.55 utterances.], batch size: 51, lr: 4.31e-04
2022-08-24 23:12:52,694 INFO [train.py:927] (5/8) Epoch 8, batch 14300, libri_loss[loss=0.1774, simple_loss=0.258, pruned_loss=0.04842, over 12250.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.01336, over 28.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3229, pruned_loss=0.08539, over 2472951.44 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06957, over 19875.80 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3044, pruned_loss=0.07098, over 2466476.57 frames. utt_duration=1238 frames, utt_pad_proportion=0.0636, over 7981.59 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3254, pruned_loss=0.08682, over 2474001.67 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07071, over 21512.82 utterances.], batch size: 28, lr: 4.31e-04
2022-08-24 23:14:40,824 INFO [train.py:927] (5/8) Epoch 8, batch 14350, libri_loss[loss=0.1862, simple_loss=0.2623, pruned_loss=0.0551, over 12238.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005461, over 31.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3211, pruned_loss=0.08331, over 2473397.90 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06553, over 19613.42 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3041, pruned_loss=0.07081, over 2466362.18 frames. utt_duration=1242 frames, utt_pad_proportion=0.06294, over 7955.01 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3237, pruned_loss=0.08478, over 2474429.82 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06695, over 21093.24 utterances.], batch size: 31, lr: 4.30e-04
2022-08-24 23:16:27,326 INFO [train.py:927] (5/8) Epoch 8, batch 14400, giga_loss[loss=0.2356, simple_loss=0.3155, pruned_loss=0.07789, over 12390.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03666, over 113.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3203, pruned_loss=0.08292, over 2474090.60 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06319, over 19165.70 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.305, pruned_loss=0.07151, over 2466717.50 frames. utt_duration=1231 frames, utt_pad_proportion=0.0667, over 8023.58 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.322, pruned_loss=0.08375, over 2474769.54 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06311, over 20596.37 utterances.], batch size: 113, lr: 4.30e-04
2022-08-24 23:18:11,915 INFO [train.py:927] (5/8) Epoch 8, batch 14450, giga_loss[loss=0.2286, simple_loss=0.2974, pruned_loss=0.07986, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02665, over 45.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3195, pruned_loss=0.0837, over 2473518.63 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06871, over 20002.37 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.305, pruned_loss=0.07191, over 2466182.60 frames. utt_duration=1238 frames, utt_pad_proportion=0.06499, over 7975.44 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3213, pruned_loss=0.08439, over 2474800.87 frames. utt_duration=460.4 frames, utt_pad_proportion=0.0689, over 21571.37 utterances.], batch size: 45, lr: 4.30e-04
2022-08-24 23:19:58,225 INFO [train.py:927] (5/8) Epoch 8, batch 14500, giga_loss[loss=0.2608, simple_loss=0.3354, pruned_loss=0.09304, over 12455.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03372, over 86.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3187, pruned_loss=0.08396, over 2473995.77 frames. utt_duration=493.3 frames, utt_pad_proportion=0.0692, over 20118.14 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3052, pruned_loss=0.07221, over 2466283.60 frames. utt_duration=1241 frames, utt_pad_proportion=0.06397, over 7960.09 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3202, pruned_loss=0.08444, over 2475042.92 frames. utt_duration=460.2 frames, utt_pad_proportion=0.06965, over 21580.92 utterances.], batch size: 86, lr: 4.30e-04
2022-08-24 23:21:44,640 INFO [train.py:927] (5/8) Epoch 8, batch 14550, giga_loss[loss=0.234, simple_loss=0.3102, pruned_loss=0.0789, over 12360.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03161, over 97.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3177, pruned_loss=0.08371, over 2473898.24 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06723, over 19724.73 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3052, pruned_loss=0.07229, over 2466078.77 frames. utt_duration=1243 frames, utt_pad_proportion=0.06298, over 7944.09 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3191, pruned_loss=0.08421, over 2475026.33 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06804, over 21103.61 utterances.], batch size: 97, lr: 4.30e-04
2022-08-24 23:23:32,122 INFO [train.py:927] (5/8) Epoch 8, batch 14600, giga_loss[loss=0.2439, simple_loss=0.3211, pruned_loss=0.08334, over 12454.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03235, over 105.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3186, pruned_loss=0.08366, over 2472769.58 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07247, over 19968.27 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3051, pruned_loss=0.07218, over 2466151.25 frames. utt_duration=1245 frames, utt_pad_proportion=0.06253, over 7930.66 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3199, pruned_loss=0.08423, over 2473655.81 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07297, over 21157.85 utterances.], batch size: 105, lr: 4.30e-04
2022-08-24 23:25:16,624 INFO [train.py:927] (5/8) Epoch 8, batch 14650, giga_loss[loss=0.2262, simple_loss=0.3133, pruned_loss=0.06953, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02736, over 66.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3184, pruned_loss=0.08301, over 2473791.85 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07251, over 19974.14 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3055, pruned_loss=0.07256, over 2466421.47 frames. utt_duration=1245 frames, utt_pad_proportion=0.06137, over 7931.71 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3194, pruned_loss=0.08342, over 2474455.16 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07336, over 21249.95 utterances.], batch size: 66, lr: 4.30e-04
2022-08-24 23:27:05,338 INFO [train.py:927] (5/8) Epoch 8, batch 14700, giga_loss[loss=0.2194, simple_loss=0.3062, pruned_loss=0.06628, over 12395.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.02893, over 62.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3201, pruned_loss=0.08479, over 2474159.80 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07622, over 20609.76 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3054, pruned_loss=0.07256, over 2466294.78 frames. utt_duration=1245 frames, utt_pad_proportion=0.06118, over 7934.44 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3211, pruned_loss=0.0852, over 2474842.89 frames. utt_duration=457.4 frames, utt_pad_proportion=0.0768, over 21710.33 utterances.], batch size: 62, lr: 4.30e-04
2022-08-24 23:28:51,061 INFO [train.py:927] (5/8) Epoch 8, batch 14750, giga_loss[loss=0.2252, simple_loss=0.3088, pruned_loss=0.07082, over 12339.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03374, over 58.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3217, pruned_loss=0.08608, over 2474487.70 frames. utt_duration=492 frames, utt_pad_proportion=0.07315, over 20176.05 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3063, pruned_loss=0.07277, over 2466556.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.06061, over 7933.50 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3218, pruned_loss=0.08638, over 2474895.02 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07403, over 21215.48 utterances.], batch size: 58, lr: 4.30e-04
2022-08-24 23:30:39,430 INFO [train.py:927] (5/8) Epoch 8, batch 14800, giga_loss[loss=0.2395, simple_loss=0.3119, pruned_loss=0.08354, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02637, over 45.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3205, pruned_loss=0.0858, over 2473885.58 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07633, over 20408.94 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3065, pruned_loss=0.07296, over 2466619.51 frames. utt_duration=1242 frames, utt_pad_proportion=0.06104, over 7952.20 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3206, pruned_loss=0.08599, over 2474216.35 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07681, over 21315.08 utterances.], batch size: 45, lr: 4.30e-04
2022-08-24 23:32:22,930 INFO [train.py:927] (5/8) Epoch 8, batch 14850, giga_loss[loss=0.2048, simple_loss=0.2977, pruned_loss=0.05595, over 12327.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3197, pruned_loss=0.0844, over 2474497.81 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07671, over 20944.61 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3063, pruned_loss=0.07296, over 2466641.91 frames. utt_duration=1245 frames, utt_pad_proportion=0.06033, over 7932.29 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3202, pruned_loss=0.08478, over 2474852.93 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07739, over 21918.12 utterances.], batch size: 70, lr: 4.30e-04
2022-08-24 23:34:10,987 INFO [train.py:927] (5/8) Epoch 8, batch 14900, giga_loss[loss=0.2789, simple_loss=0.3378, pruned_loss=0.11, over 12396.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07386, over 213.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3175, pruned_loss=0.08396, over 2474553.17 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07293, over 20864.45 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.306, pruned_loss=0.07295, over 2466498.18 frames. utt_duration=1248 frames, utt_pad_proportion=0.05991, over 7916.01 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3183, pruned_loss=0.08437, over 2475054.11 frames. utt_duration=456.2 frames, utt_pad_proportion=0.0738, over 21770.01 utterances.], batch size: 213, lr: 4.30e-04
2022-08-24 23:35:54,414 INFO [train.py:927] (5/8) Epoch 8, batch 14950, giga_loss[loss=0.2369, simple_loss=0.3127, pruned_loss=0.08055, over 12373.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.03911, over 31.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3185, pruned_loss=0.0849, over 2474767.93 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07234, over 20954.51 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3056, pruned_loss=0.07272, over 2466736.14 frames. utt_duration=1253 frames, utt_pad_proportion=0.05897, over 7884.37 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3197, pruned_loss=0.08568, over 2475133.21 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07344, over 21988.40 utterances.], batch size: 31, lr: 4.30e-04
2022-08-24 23:37:44,755 INFO [train.py:927] (5/8) Epoch 8, batch 15000, giga_loss[loss=0.2883, simple_loss=0.3668, pruned_loss=0.1049, over 12367.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03175, over 97.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3229, pruned_loss=0.08604, over 2475084.26 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07704, over 21454.98 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.306, pruned_loss=0.07293, over 2466977.58 frames. utt_duration=1255 frames, utt_pad_proportion=0.05827, over 7873.18 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3237, pruned_loss=0.08663, over 2475268.49 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07797, over 22455.53 utterances.], batch size: 97, lr: 4.30e-04
2022-08-24 23:37:44,755 INFO [train.py:958] (5/8) Computing validation loss
2022-08-24 23:38:00,969 INFO [train.py:967] (5/8) 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] (5/8) Epoch 8, batch 15050, giga_loss[loss=0.2746, simple_loss=0.3423, pruned_loss=0.1035, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3244, pruned_loss=0.08726, over 2474951.06 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07727, over 21476.49 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3058, pruned_loss=0.07308, over 2467099.95 frames. utt_duration=1246 frames, utt_pad_proportion=0.06206, over 7930.87 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3258, pruned_loss=0.08798, over 2475229.71 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07701, over 22603.84 utterances.], batch size: 162, lr: 4.30e-04
2022-08-24 23:41:31,410 INFO [train.py:927] (5/8) Epoch 8, batch 15100, giga_loss[loss=0.3321, simple_loss=0.3675, pruned_loss=0.1484, over 12333.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3242, pruned_loss=0.08752, over 2474380.04 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07605, over 21180.34 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3052, pruned_loss=0.07291, over 2467182.54 frames. utt_duration=1252 frames, utt_pad_proportion=0.06028, over 7889.59 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3266, pruned_loss=0.08881, over 2474806.08 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07658, over 22631.28 utterances.], batch size: 369, lr: 4.30e-04
2022-08-24 23:43:17,284 INFO [train.py:927] (5/8) Epoch 8, batch 15150, giga_loss[loss=0.2573, simple_loss=0.3322, pruned_loss=0.09124, over 12410.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04016, over 105.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3228, pruned_loss=0.08723, over 2474376.31 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07474, over 21177.50 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3051, pruned_loss=0.07298, over 2466781.16 frames. utt_duration=1257 frames, utt_pad_proportion=0.0592, over 7857.62 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3252, pruned_loss=0.08854, over 2475253.95 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07566, over 22665.92 utterances.], batch size: 105, lr: 4.30e-04
2022-08-24 23:45:04,042 INFO [train.py:927] (5/8) Epoch 8, batch 15200, giga_loss[loss=0.2701, simple_loss=0.3409, pruned_loss=0.09961, over 12330.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3224, pruned_loss=0.08731, over 2474552.93 frames. utt_duration=476.5 frames, utt_pad_proportion=0.0717, over 20835.10 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.305, pruned_loss=0.07302, over 2467033.89 frames. utt_duration=1259 frames, utt_pad_proportion=0.05833, over 7844.63 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3247, pruned_loss=0.08856, over 2475161.98 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07302, over 22259.78 utterances.], batch size: 85, lr: 4.30e-04
2022-08-24 23:46:50,544 INFO [train.py:927] (5/8) Epoch 8, batch 15250, giga_loss[loss=0.2163, simple_loss=0.2898, pruned_loss=0.07138, over 12413.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02898, over 62.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3227, pruned_loss=0.08793, over 2475151.16 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06926, over 20781.20 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3057, pruned_loss=0.07362, over 2467147.08 frames. utt_duration=1250 frames, utt_pad_proportion=0.062, over 7907.36 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3243, pruned_loss=0.08871, over 2475686.71 frames. utt_duration=448.9 frames, utt_pad_proportion=0.06944, over 22131.75 utterances.], batch size: 62, lr: 4.30e-04
2022-08-24 23:48:36,071 INFO [train.py:927] (5/8) Epoch 8, batch 15300, giga_loss[loss=0.2257, simple_loss=0.3076, pruned_loss=0.07187, over 12351.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02925, over 91.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3207, pruned_loss=0.08701, over 2474665.70 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06799, over 20265.34 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3061, pruned_loss=0.07382, over 2467211.59 frames. utt_duration=1251 frames, utt_pad_proportion=0.06111, over 7897.66 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.322, pruned_loss=0.0878, over 2475224.23 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06859, over 21643.91 utterances.], batch size: 91, lr: 4.29e-04
2022-08-24 23:50:22,085 INFO [train.py:927] (5/8) Epoch 8, batch 15350, libri_loss[loss=0.2438, simple_loss=0.3237, pruned_loss=0.08196, over 12464.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004885, over 35.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3226, pruned_loss=0.0884, over 2474556.24 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07899, over 21617.05 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.306, pruned_loss=0.07396, over 2467302.55 frames. utt_duration=1254 frames, utt_pad_proportion=0.05959, over 7877.63 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3241, pruned_loss=0.08933, over 2475117.38 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07943, over 23162.41 utterances.], batch size: 35, lr: 4.29e-04
2022-08-24 23:52:09,790 INFO [train.py:927] (5/8) Epoch 8, batch 15400, giga_loss[loss=0.22, simple_loss=0.3139, pruned_loss=0.06306, over 12381.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03007, over 62.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3242, pruned_loss=0.08902, over 2474069.34 frames. utt_duration=467 frames, utt_pad_proportion=0.07664, over 21258.26 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3063, pruned_loss=0.07429, over 2467356.12 frames. utt_duration=1253 frames, utt_pad_proportion=0.05884, over 7884.82 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3256, pruned_loss=0.08978, over 2474604.15 frames. utt_duration=436 frames, utt_pad_proportion=0.07753, over 22780.17 utterances.], batch size: 62, lr: 4.29e-04
2022-08-24 23:53:56,631 INFO [train.py:927] (5/8) Epoch 8, batch 15450, giga_loss[loss=0.2266, simple_loss=0.3119, pruned_loss=0.07061, over 12107.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04235, over 33.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3255, pruned_loss=0.08732, over 2473613.38 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07326, over 20613.66 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3059, pruned_loss=0.07423, over 2467214.29 frames. utt_duration=1255 frames, utt_pad_proportion=0.05831, over 7870.29 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3273, pruned_loss=0.08822, over 2474264.22 frames. utt_duration=450 frames, utt_pad_proportion=0.07442, over 22065.18 utterances.], batch size: 33, lr: 4.29e-04
2022-08-24 23:55:46,410 INFO [train.py:927] (5/8) Epoch 8, batch 15500, giga_loss[loss=0.29, simple_loss=0.358, pruned_loss=0.111, over 12429.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.03137, over 55.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3285, pruned_loss=0.08913, over 2473527.18 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07179, over 20250.18 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3061, pruned_loss=0.0744, over 2467095.03 frames. utt_duration=1258 frames, utt_pad_proportion=0.05795, over 7855.13 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3305, pruned_loss=0.09016, over 2474372.78 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07311, over 21846.28 utterances.], batch size: 55, lr: 4.29e-04
2022-08-24 23:57:33,389 INFO [train.py:927] (5/8) Epoch 8, batch 15550, giga_loss[loss=0.2161, simple_loss=0.3042, pruned_loss=0.064, over 12351.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02858, over 66.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.329, pruned_loss=0.09015, over 2473207.73 frames. utt_duration=480 frames, utt_pad_proportion=0.07412, over 20675.10 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.306, pruned_loss=0.07429, over 2466957.59 frames. utt_duration=1259 frames, utt_pad_proportion=0.05745, over 7844.43 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.331, pruned_loss=0.0913, over 2474090.48 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07523, over 22122.80 utterances.], batch size: 66, lr: 4.29e-04
2022-08-24 23:59:16,388 INFO [train.py:927] (5/8) Epoch 8, batch 15600, giga_loss[loss=0.2425, simple_loss=0.326, pruned_loss=0.07952, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0399, over 113.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3295, pruned_loss=0.09066, over 2473735.36 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08154, over 21764.77 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3064, pruned_loss=0.07476, over 2466998.89 frames. utt_duration=1249 frames, utt_pad_proportion=0.06048, over 7909.36 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3313, pruned_loss=0.09161, over 2474571.11 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08134, over 23213.47 utterances.], batch size: 113, lr: 4.29e-04
2022-08-25 00:00:59,435 INFO [train.py:927] (5/8) Epoch 8, batch 15650, giga_loss[loss=0.2511, simple_loss=0.334, pruned_loss=0.08405, over 12360.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.02902, over 62.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3286, pruned_loss=0.08892, over 2474029.53 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0788, over 20913.08 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3066, pruned_loss=0.07497, over 2467033.76 frames. utt_duration=1240 frames, utt_pad_proportion=0.06424, over 7969.12 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3304, pruned_loss=0.08981, over 2474826.45 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07776, over 22317.31 utterances.], batch size: 62, lr: 4.29e-04
2022-08-25 00:02:43,810 INFO [train.py:927] (5/8) Epoch 8, batch 15700, giga_loss[loss=0.2483, simple_loss=0.3196, pruned_loss=0.08853, over 12416.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03943, over 105.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3278, pruned_loss=0.08809, over 2473984.88 frames. utt_duration=494.2 frames, utt_pad_proportion=0.0739, over 20085.33 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3066, pruned_loss=0.07518, over 2466814.73 frames. utt_duration=1242 frames, utt_pad_proportion=0.06348, over 7951.68 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3295, pruned_loss=0.08878, over 2474901.16 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07364, over 21384.78 utterances.], batch size: 105, lr: 4.29e-04
2022-08-25 00:04:30,005 INFO [train.py:927] (5/8) Epoch 8, batch 15750, giga_loss[loss=0.2514, simple_loss=0.3288, pruned_loss=0.08701, over 12389.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03259, over 80.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3271, pruned_loss=0.08863, over 2474155.09 frames. utt_duration=489 frames, utt_pad_proportion=0.07551, over 20298.30 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3071, pruned_loss=0.07568, over 2467165.40 frames. utt_duration=1234 frames, utt_pad_proportion=0.06634, over 8007.47 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3287, pruned_loss=0.08915, over 2474800.60 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07446, over 21676.43 utterances.], batch size: 80, lr: 4.29e-04
2022-08-25 00:06:16,500 INFO [train.py:927] (5/8) Epoch 8, batch 15800, libri_loss[loss=0.2522, simple_loss=0.3272, pruned_loss=0.08862, over 12309.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00699, over 36.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3258, pruned_loss=0.08934, over 2474302.65 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07757, over 20763.00 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3073, pruned_loss=0.07595, over 2467157.37 frames. utt_duration=1227 frames, utt_pad_proportion=0.06883, over 8054.14 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3277, pruned_loss=0.09002, over 2475080.79 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07595, over 22308.36 utterances.], batch size: 36, lr: 4.29e-04
2022-08-25 00:08:01,956 INFO [train.py:927] (5/8) Epoch 8, batch 15850, giga_loss[loss=0.2366, simple_loss=0.3104, pruned_loss=0.08139, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02886, over 45.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3236, pruned_loss=0.08871, over 2474529.63 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07613, over 21063.55 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3071, pruned_loss=0.07589, over 2467259.27 frames. utt_duration=1226 frames, utt_pad_proportion=0.06865, over 8057.64 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3253, pruned_loss=0.08939, over 2475119.59 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07502, over 22381.96 utterances.], batch size: 45, lr: 4.29e-04
2022-08-25 00:09:42,500 INFO [train.py:927] (5/8) Epoch 8, batch 15900, giga_loss[loss=0.2118, simple_loss=0.2929, pruned_loss=0.0654, over 12384.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02693, over 48.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3204, pruned_loss=0.08577, over 2474438.54 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07547, over 21134.47 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3071, pruned_loss=0.07613, over 2467020.32 frames. utt_duration=1231 frames, utt_pad_proportion=0.06755, over 8026.19 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3222, pruned_loss=0.08638, over 2475354.09 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07509, over 22603.71 utterances.], batch size: 48, lr: 4.29e-04
2022-08-25 00:11:29,984 INFO [train.py:927] (5/8) Epoch 8, batch 15950, giga_loss[loss=0.2703, simple_loss=0.337, pruned_loss=0.1018, over 12383.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07451, over 212.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3181, pruned_loss=0.08384, over 2474485.78 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07386, over 20832.63 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3068, pruned_loss=0.07587, over 2467227.23 frames. utt_duration=1223 frames, utt_pad_proportion=0.07088, over 8078.82 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3202, pruned_loss=0.08484, over 2475274.95 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07268, over 22362.19 utterances.], batch size: 212, lr: 4.29e-04
2022-08-25 00:13:17,616 INFO [train.py:927] (5/8) Epoch 8, batch 16000, giga_loss[loss=0.2074, simple_loss=0.292, pruned_loss=0.06142, over 12434.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04439, over 34.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3172, pruned_loss=0.08408, over 2474443.57 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07553, over 21277.00 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.307, pruned_loss=0.07601, over 2467252.03 frames. utt_duration=1222 frames, utt_pad_proportion=0.07042, over 8084.02 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3187, pruned_loss=0.0848, over 2475105.16 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07471, over 22601.55 utterances.], batch size: 34, lr: 4.29e-04
2022-08-25 00:15:02,435 INFO [train.py:927] (5/8) Epoch 8, batch 16050, giga_loss[loss=0.2181, simple_loss=0.3043, pruned_loss=0.06598, over 12427.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03309, over 75.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3182, pruned_loss=0.08421, over 2474264.08 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07325, over 21410.86 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3067, pruned_loss=0.07588, over 2467425.18 frames. utt_duration=1228 frames, utt_pad_proportion=0.06944, over 8048.62 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3199, pruned_loss=0.08505, over 2474755.35 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07303, over 22719.47 utterances.], batch size: 75, lr: 4.29e-04
2022-08-25 00:16:47,039 INFO [train.py:927] (5/8) Epoch 8, batch 16100, giga_loss[loss=0.2613, simple_loss=0.3325, pruned_loss=0.09503, over 12387.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02688, over 91.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3176, pruned_loss=0.08392, over 2473608.39 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07254, over 21077.29 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3066, pruned_loss=0.0761, over 2466982.55 frames. utt_duration=1227 frames, utt_pad_proportion=0.06878, over 8051.87 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3194, pruned_loss=0.08465, over 2474637.07 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07264, over 22552.82 utterances.], batch size: 91, lr: 4.29e-04
2022-08-25 00:18:33,801 INFO [train.py:927] (5/8) Epoch 8, batch 16150, giga_loss[loss=0.2364, simple_loss=0.3209, pruned_loss=0.07596, over 12355.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03617, over 132.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3186, pruned_loss=0.08452, over 2473660.31 frames. utt_duration=475.6 frames, utt_pad_proportion=0.0735, over 20868.44 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.307, pruned_loss=0.07648, over 2467437.25 frames. utt_duration=1213 frames, utt_pad_proportion=0.06969, over 8148.83 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3201, pruned_loss=0.08501, over 2474286.64 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07325, over 22372.49 utterances.], batch size: 132, lr: 4.29e-04
2022-08-25 00:20:20,265 INFO [train.py:927] (5/8) Epoch 8, batch 16200, giga_loss[loss=0.3594, simple_loss=0.3973, pruned_loss=0.1607, over 12405.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3201, pruned_loss=0.08513, over 2473611.34 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06996, over 20577.96 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3069, pruned_loss=0.07649, over 2467504.31 frames. utt_duration=1218 frames, utt_pad_proportion=0.06822, over 8115.19 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3217, pruned_loss=0.08575, over 2474262.02 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07051, over 22218.70 utterances.], batch size: 259, lr: 4.28e-04
2022-08-25 00:22:09,423 INFO [train.py:927] (5/8) Epoch 8, batch 16250, giga_loss[loss=0.2086, simple_loss=0.2921, pruned_loss=0.06249, over 12337.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03472, over 62.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3206, pruned_loss=0.08494, over 2473544.35 frames. utt_duration=484.8 frames, utt_pad_proportion=0.0658, over 20472.83 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.307, pruned_loss=0.07653, over 2467480.79 frames. utt_duration=1216 frames, utt_pad_proportion=0.06818, over 8125.62 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3218, pruned_loss=0.08543, over 2474105.22 frames. utt_duration=455.3 frames, utt_pad_proportion=0.0665, over 21807.29 utterances.], batch size: 62, lr: 4.28e-04
2022-08-25 00:23:55,800 INFO [train.py:927] (5/8) Epoch 8, batch 16300, giga_loss[loss=0.2388, simple_loss=0.3191, pruned_loss=0.07928, over 12328.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.03156, over 91.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3199, pruned_loss=0.08375, over 2473428.16 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06728, over 20362.82 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3063, pruned_loss=0.07611, over 2467361.02 frames. utt_duration=1226 frames, utt_pad_proportion=0.06549, over 8059.85 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3222, pruned_loss=0.08493, over 2474282.88 frames. utt_duration=448.3 frames, utt_pad_proportion=0.06871, over 22148.17 utterances.], batch size: 91, lr: 4.28e-04
2022-08-25 00:25:41,721 INFO [train.py:927] (5/8) Epoch 8, batch 16350, giga_loss[loss=0.2024, simple_loss=0.2821, pruned_loss=0.06138, over 12370.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04584, over 26.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3183, pruned_loss=0.08336, over 2473482.22 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07182, over 20183.21 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3061, pruned_loss=0.07604, over 2467287.97 frames. utt_duration=1218 frames, utt_pad_proportion=0.06861, over 8111.47 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3206, pruned_loss=0.0845, over 2474355.79 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07154, over 21783.86 utterances.], batch size: 26, lr: 4.28e-04
2022-08-25 00:27:24,644 INFO [train.py:927] (5/8) Epoch 8, batch 16400, libri_loss[loss=0.2362, simple_loss=0.3204, pruned_loss=0.07595, over 12445.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01516, over 40.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3188, pruned_loss=0.0845, over 2474340.23 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07358, over 20666.70 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3067, pruned_loss=0.07656, over 2467433.82 frames. utt_duration=1207 frames, utt_pad_proportion=0.07254, over 8189.04 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3203, pruned_loss=0.08508, over 2475007.54 frames. utt_duration=449.6 frames, utt_pad_proportion=0.0721, over 22093.65 utterances.], batch size: 40, lr: 4.28e-04
2022-08-25 00:29:09,172 INFO [train.py:927] (5/8) Epoch 8, batch 16450, giga_loss[loss=0.2373, simple_loss=0.3152, pruned_loss=0.07967, over 12448.00 frames. utt_duration=542.8 frames, utt_pad_proportion=0.03249, over 92.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3187, pruned_loss=0.085, over 2474524.32 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07369, over 20801.41 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3066, pruned_loss=0.07648, over 2467561.23 frames. utt_duration=1212 frames, utt_pad_proportion=0.0712, over 8152.68 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3203, pruned_loss=0.08576, over 2475122.78 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07301, over 22325.30 utterances.], batch size: 92, lr: 4.28e-04
2022-08-25 00:30:54,695 INFO [train.py:927] (5/8) Epoch 8, batch 16500, giga_loss[loss=0.2675, simple_loss=0.3415, pruned_loss=0.09675, over 12352.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03182, over 51.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3206, pruned_loss=0.08649, over 2475296.34 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07102, over 20841.11 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3071, pruned_loss=0.0769, over 2467762.81 frames. utt_duration=1210 frames, utt_pad_proportion=0.07067, over 8169.64 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3216, pruned_loss=0.08688, over 2475713.61 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07083, over 22253.52 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:32:43,023 INFO [train.py:927] (5/8) Epoch 8, batch 16550, giga_loss[loss=0.2817, simple_loss=0.3323, pruned_loss=0.1155, over 12356.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2102, over 372.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3209, pruned_loss=0.08749, over 2475234.20 frames. utt_duration=458.1 frames, utt_pad_proportion=0.0782, over 21681.46 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3072, pruned_loss=0.07711, over 2467832.45 frames. utt_duration=1211 frames, utt_pad_proportion=0.06968, over 8158.37 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3219, pruned_loss=0.08779, over 2475621.38 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07801, over 23045.17 utterances.], batch size: 372, lr: 4.28e-04
2022-08-25 00:34:27,151 INFO [train.py:927] (5/8) Epoch 8, batch 16600, libri_loss[loss=0.179, simple_loss=0.2589, pruned_loss=0.04953, over 12231.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005887, over 31.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3192, pruned_loss=0.08685, over 2474897.14 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07892, over 21170.34 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3061, pruned_loss=0.07666, over 2467908.50 frames. utt_duration=1222 frames, utt_pad_proportion=0.06776, over 8091.05 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3215, pruned_loss=0.08791, over 2475414.27 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07946, over 22828.79 utterances.], batch size: 31, lr: 4.28e-04
2022-08-25 00:36:11,078 INFO [train.py:927] (5/8) Epoch 8, batch 16650, giga_loss[loss=0.2381, simple_loss=0.3121, pruned_loss=0.08207, over 12350.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04051, over 113.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3208, pruned_loss=0.08743, over 2475327.95 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07825, over 21719.72 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3059, pruned_loss=0.07652, over 2468185.42 frames. utt_duration=1227 frames, utt_pad_proportion=0.06679, over 8058.48 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3231, pruned_loss=0.0886, over 2475632.35 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0791, over 23315.63 utterances.], batch size: 113, lr: 4.28e-04
2022-08-25 00:37:53,475 INFO [train.py:927] (5/8) Epoch 8, batch 16700, giga_loss[loss=0.2569, simple_loss=0.3243, pruned_loss=0.09478, over 12381.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03046, over 51.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3212, pruned_loss=0.08786, over 2475385.36 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07518, over 20232.12 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3061, pruned_loss=0.07681, over 2468006.44 frames. utt_duration=1232 frames, utt_pad_proportion=0.06458, over 8020.34 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3235, pruned_loss=0.08902, over 2476081.81 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07703, over 22157.08 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:39:38,242 INFO [train.py:927] (5/8) Epoch 8, batch 16750, giga_loss[loss=0.2675, simple_loss=0.3371, pruned_loss=0.09893, over 12433.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0358, over 105.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3221, pruned_loss=0.08782, over 2475705.00 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06808, over 19833.30 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.306, pruned_loss=0.07674, over 2468067.68 frames. utt_duration=1236 frames, utt_pad_proportion=0.0636, over 7998.06 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3244, pruned_loss=0.08902, over 2476341.54 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0705, over 21607.08 utterances.], batch size: 105, lr: 4.28e-04
2022-08-25 00:41:23,119 INFO [train.py:927] (5/8) Epoch 8, batch 16800, giga_loss[loss=0.2635, simple_loss=0.332, pruned_loss=0.09757, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05241, over 161.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3219, pruned_loss=0.08671, over 2475997.75 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06744, over 19597.70 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3058, pruned_loss=0.07651, over 2468024.32 frames. utt_duration=1241 frames, utt_pad_proportion=0.06253, over 7966.68 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3243, pruned_loss=0.08817, over 2476769.19 frames. utt_duration=464.9 frames, utt_pad_proportion=0.0699, over 21375.79 utterances.], batch size: 161, lr: 4.28e-04
2022-08-25 00:43:03,665 INFO [train.py:927] (5/8) Epoch 8, batch 16850, libri_loss[loss=0.1701, simple_loss=0.2431, pruned_loss=0.04861, over 12468.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.007418, over 29.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3204, pruned_loss=0.08563, over 2476270.91 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06552, over 19504.73 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3055, pruned_loss=0.07624, over 2468417.07 frames. utt_duration=1245 frames, utt_pad_proportion=0.06116, over 7942.28 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3232, pruned_loss=0.08739, over 2476782.07 frames. utt_duration=465.7 frames, utt_pad_proportion=0.06818, over 21342.98 utterances.], batch size: 29, lr: 4.28e-04
2022-08-25 00:44:47,273 INFO [train.py:927] (5/8) Epoch 8, batch 16900, giga_loss[loss=0.2249, simple_loss=0.3095, pruned_loss=0.07021, over 12397.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02628, over 66.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3208, pruned_loss=0.08554, over 2474964.56 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06646, over 19154.95 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3057, pruned_loss=0.07638, over 2468331.84 frames. utt_duration=1239 frames, utt_pad_proportion=0.06171, over 7981.42 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3231, pruned_loss=0.08698, over 2475581.15 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06839, over 20778.24 utterances.], batch size: 66, lr: 4.28e-04
2022-08-25 00:46:34,891 INFO [train.py:927] (5/8) Epoch 8, batch 16950, giga_loss[loss=0.2518, simple_loss=0.3282, pruned_loss=0.08775, over 12331.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03187, over 85.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3215, pruned_loss=0.08712, over 2474074.75 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06931, over 19276.88 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3055, pruned_loss=0.07629, over 2468173.18 frames. utt_duration=1240 frames, utt_pad_proportion=0.06151, over 7971.52 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3236, pruned_loss=0.08835, over 2474721.43 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07072, over 20602.43 utterances.], batch size: 85, lr: 4.28e-04
2022-08-25 00:48:17,134 INFO [train.py:927] (5/8) Epoch 8, batch 17000, giga_loss[loss=0.2635, simple_loss=0.3395, pruned_loss=0.09372, over 12372.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02774, over 91.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.324, pruned_loss=0.08948, over 2473991.92 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07794, over 20204.96 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.306, pruned_loss=0.07708, over 2467919.22 frames. utt_duration=1231 frames, utt_pad_proportion=0.06548, over 8028.73 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3256, pruned_loss=0.09005, over 2474860.89 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07748, over 21474.59 utterances.], batch size: 91, lr: 4.28e-04
2022-08-25 00:50:00,979 INFO [train.py:927] (5/8) Epoch 8, batch 17050, giga_loss[loss=0.2324, simple_loss=0.3189, pruned_loss=0.07292, over 12429.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03903, over 123.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3237, pruned_loss=0.08925, over 2474640.65 frames. utt_duration=491 frames, utt_pad_proportion=0.08037, over 20220.32 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3061, pruned_loss=0.0771, over 2468152.36 frames. utt_duration=1223 frames, utt_pad_proportion=0.06805, over 8081.99 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3251, pruned_loss=0.08992, over 2475224.38 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07913, over 21411.37 utterances.], batch size: 123, lr: 4.28e-04
2022-08-25 00:51:42,662 INFO [train.py:927] (5/8) Epoch 8, batch 17100, giga_loss[loss=0.2845, simple_loss=0.3537, pruned_loss=0.1077, over 12380.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02709, over 91.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3228, pruned_loss=0.08831, over 2474131.89 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07855, over 20270.54 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3057, pruned_loss=0.07698, over 2467712.63 frames. utt_duration=1230 frames, utt_pad_proportion=0.0663, over 8032.83 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3248, pruned_loss=0.08931, over 2475190.57 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07836, over 21644.52 utterances.], batch size: 91, lr: 4.28e-04
2022-08-25 00:53:27,419 INFO [train.py:927] (5/8) Epoch 8, batch 17150, giga_loss[loss=0.2649, simple_loss=0.3305, pruned_loss=0.09972, over 12418.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3223, pruned_loss=0.0884, over 2474629.12 frames. utt_duration=467.8 frames, utt_pad_proportion=0.08441, over 21229.34 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3055, pruned_loss=0.07703, over 2468069.29 frames. utt_duration=1224 frames, utt_pad_proportion=0.06898, over 8073.20 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3247, pruned_loss=0.08958, over 2475421.17 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08328, over 22745.13 utterances.], batch size: 105, lr: 4.27e-04
2022-08-25 00:55:10,766 INFO [train.py:927] (5/8) Epoch 8, batch 17200, giga_loss[loss=0.2087, simple_loss=0.2841, pruned_loss=0.0666, over 12078.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03951, over 30.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.32, pruned_loss=0.0869, over 2474612.57 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07986, over 20445.02 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3054, pruned_loss=0.07693, over 2467945.96 frames. utt_duration=1224 frames, utt_pad_proportion=0.0682, over 8075.88 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3225, pruned_loss=0.08831, over 2475587.96 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07964, over 22089.65 utterances.], batch size: 30, lr: 4.27e-04
2022-08-25 00:56:54,900 INFO [train.py:927] (5/8) Epoch 8, batch 17250, giga_loss[loss=0.2977, simple_loss=0.3626, pruned_loss=0.1164, over 12456.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02852, over 55.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3184, pruned_loss=0.0865, over 2475002.00 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07884, over 20468.80 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3054, pruned_loss=0.07685, over 2467984.06 frames. utt_duration=1225 frames, utt_pad_proportion=0.06714, over 8070.65 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3208, pruned_loss=0.08794, over 2475932.55 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07918, over 22119.77 utterances.], batch size: 55, lr: 4.27e-04
2022-08-25 00:58:43,845 INFO [train.py:927] (5/8) Epoch 8, batch 17300, libri_loss[loss=0.2481, simple_loss=0.336, pruned_loss=0.08008, over 12311.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01984, over 41.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3186, pruned_loss=0.08666, over 2474771.63 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07814, over 20938.41 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3061, pruned_loss=0.07705, over 2467848.11 frames. utt_duration=1217 frames, utt_pad_proportion=0.06932, over 8121.68 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3201, pruned_loss=0.08781, over 2475765.76 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07793, over 22433.16 utterances.], batch size: 41, lr: 4.27e-04
2022-08-25 01:00:27,247 INFO [train.py:927] (5/8) Epoch 8, batch 17350, libri_loss[loss=0.2162, simple_loss=0.2865, pruned_loss=0.073, over 12354.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005469, over 33.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3174, pruned_loss=0.08418, over 2475277.51 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07966, over 22350.43 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.306, pruned_loss=0.07701, over 2467929.84 frames. utt_duration=1223 frames, utt_pad_proportion=0.0679, over 8081.67 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3191, pruned_loss=0.08536, over 2476179.14 frames. utt_duration=415 frames, utt_pad_proportion=0.07991, over 23952.81 utterances.], batch size: 33, lr: 4.27e-04
2022-08-25 01:02:07,155 INFO [train.py:927] (5/8) Epoch 8, batch 17400, giga_loss[loss=0.202, simple_loss=0.2743, pruned_loss=0.06485, over 12352.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1823, over 359.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3148, pruned_loss=0.08067, over 2475378.29 frames. utt_duration=438 frames, utt_pad_proportion=0.07825, over 22682.21 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3059, pruned_loss=0.07704, over 2468113.38 frames. utt_duration=1226 frames, utt_pad_proportion=0.06619, over 8062.64 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3166, pruned_loss=0.08179, over 2476191.47 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07918, over 24525.95 utterances.], batch size: 359, lr: 4.27e-04
2022-08-25 01:03:51,456 INFO [train.py:927] (5/8) Epoch 8, batch 17450, giga_loss[loss=0.2156, simple_loss=0.3121, pruned_loss=0.05954, over 12281.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02407, over 54.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3127, pruned_loss=0.07705, over 2475253.11 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07145, over 22254.31 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3058, pruned_loss=0.07701, over 2468123.03 frames. utt_duration=1229 frames, utt_pad_proportion=0.06524, over 8043.30 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3144, pruned_loss=0.07801, over 2476072.29 frames. utt_duration=412.9 frames, utt_pad_proportion=0.07302, over 24068.35 utterances.], batch size: 54, lr: 4.27e-04
2022-08-25 01:05:42,699 INFO [train.py:927] (5/8) Epoch 8, batch 17500, giga_loss[loss=0.2345, simple_loss=0.3183, pruned_loss=0.07536, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03859, over 113.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3137, pruned_loss=0.0764, over 2475590.16 frames. utt_duration=445.6 frames, utt_pad_proportion=0.06615, over 22296.68 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3063, pruned_loss=0.07735, over 2468087.05 frames. utt_duration=1229 frames, utt_pad_proportion=0.06428, over 8039.42 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3148, pruned_loss=0.07687, over 2476408.19 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06804, over 23985.49 utterances.], batch size: 113, lr: 4.27e-04
2022-08-25 01:07:24,196 INFO [train.py:927] (5/8) Epoch 8, batch 17550, giga_loss[loss=0.2011, simple_loss=0.2717, pruned_loss=0.06529, over 12354.00 frames. utt_duration=141 frames, utt_pad_proportion=0.1705, over 354.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3104, pruned_loss=0.07405, over 2476047.88 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06844, over 23469.17 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3059, pruned_loss=0.07719, over 2468015.42 frames. utt_duration=1231 frames, utt_pad_proportion=0.06363, over 8028.63 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3118, pruned_loss=0.07452, over 2476968.11 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06993, over 25224.28 utterances.], batch size: 354, lr: 4.27e-04
2022-08-25 01:09:10,961 INFO [train.py:927] (5/8) Epoch 8, batch 17600, giga_loss[loss=0.2677, simple_loss=0.3327, pruned_loss=0.1013, over 12390.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1109, over 260.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3093, pruned_loss=0.073, over 2475694.56 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06896, over 23914.12 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3059, pruned_loss=0.0772, over 2467919.19 frames. utt_duration=1235 frames, utt_pad_proportion=0.06294, over 8005.33 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3105, pruned_loss=0.0733, over 2476609.94 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07032, over 25532.20 utterances.], batch size: 260, lr: 4.27e-04
2022-08-25 01:10:51,104 INFO [train.py:927] (5/8) Epoch 8, batch 17650, giga_loss[loss=0.2179, simple_loss=0.3159, pruned_loss=0.05991, over 12350.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03245, over 58.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3074, pruned_loss=0.07058, over 2476008.14 frames. utt_duration=431 frames, utt_pad_proportion=0.06719, over 23056.09 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3064, pruned_loss=0.07738, over 2468342.54 frames. utt_duration=1216 frames, utt_pad_proportion=0.06967, over 8129.78 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3079, pruned_loss=0.07051, over 2476657.19 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06672, over 24818.01 utterances.], batch size: 58, lr: 4.27e-04
2022-08-25 01:12:37,239 INFO [train.py:927] (5/8) Epoch 8, batch 17700, giga_loss[loss=0.1976, simple_loss=0.2879, pruned_loss=0.05364, over 12365.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03234, over 62.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3028, pruned_loss=0.06749, over 2476482.51 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06782, over 23539.64 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3064, pruned_loss=0.07746, over 2468592.48 frames. utt_duration=1219 frames, utt_pad_proportion=0.06892, over 8108.99 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3032, pruned_loss=0.06725, over 2476873.68 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06762, over 25141.19 utterances.], batch size: 62, lr: 4.27e-04
2022-08-25 01:14:24,420 INFO [train.py:927] (5/8) Epoch 8, batch 17750, giga_loss[loss=0.2246, simple_loss=0.2982, pruned_loss=0.07554, over 12460.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03552, over 46.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3011, pruned_loss=0.06685, over 2477207.54 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06784, over 23906.88 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3065, pruned_loss=0.07749, over 2468400.51 frames. utt_duration=1220 frames, utt_pad_proportion=0.06864, over 8104.44 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3014, pruned_loss=0.06659, over 2477708.47 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06776, over 25229.02 utterances.], batch size: 46, lr: 4.27e-04
2022-08-25 01:16:20,526 INFO [train.py:927] (5/8) Epoch 8, batch 17800, giga_loss[loss=0.2688, simple_loss=0.3309, pruned_loss=0.1033, over 12369.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.0991, over 256.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3022, pruned_loss=0.0669, over 2476327.68 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06811, over 24273.93 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3066, pruned_loss=0.07764, over 2468183.76 frames. utt_duration=1213 frames, utt_pad_proportion=0.07119, over 8148.58 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3023, pruned_loss=0.06631, over 2477135.53 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06731, over 25673.05 utterances.], batch size: 256, lr: 4.27e-04
2022-08-25 01:18:26,568 INFO [train.py:927] (5/8) Epoch 8, batch 17850, giga_loss[loss=0.2323, simple_loss=0.3076, pruned_loss=0.07851, over 12368.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09948, over 256.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3009, pruned_loss=0.06617, over 2476966.36 frames. utt_duration=404 frames, utt_pad_proportion=0.06931, over 24609.30 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3066, pruned_loss=0.0778, over 2468195.48 frames. utt_duration=1203 frames, utt_pad_proportion=0.07489, over 8213.70 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3008, pruned_loss=0.06548, over 2477664.07 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06762, over 25795.40 utterances.], batch size: 256, lr: 4.27e-04
2022-08-25 01:20:25,785 INFO [train.py:927] (5/8) Epoch 8, batch 17900, giga_loss[loss=0.2102, simple_loss=0.2926, pruned_loss=0.06386, over 12391.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09813, over 256.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2992, pruned_loss=0.06462, over 2477357.64 frames. utt_duration=399.7 frames, utt_pad_proportion=0.07002, over 24877.71 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3063, pruned_loss=0.07768, over 2468250.32 frames. utt_duration=1203 frames, utt_pad_proportion=0.07447, over 8219.11 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2992, pruned_loss=0.0638, over 2478145.91 frames. utt_duration=377.7 frames, utt_pad_proportion=0.06869, over 26339.54 utterances.], batch size: 256, lr: 4.27e-04
2022-08-25 01:22:33,768 INFO [train.py:927] (5/8) Epoch 8, batch 17950, giga_loss[loss=0.2317, simple_loss=0.3188, pruned_loss=0.07235, over 12459.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03675, over 105.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2962, pruned_loss=0.06308, over 2477390.48 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06816, over 23958.26 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3063, pruned_loss=0.07764, over 2468210.01 frames. utt_duration=1195 frames, utt_pad_proportion=0.0775, over 8272.97 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.296, pruned_loss=0.0622, over 2478196.80 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06613, over 25358.05 utterances.], batch size: 105, lr: 4.27e-04
2022-08-25 01:24:29,740 INFO [train.py:927] (5/8) Epoch 8, batch 18000, giga_loss[loss=0.2226, simple_loss=0.3143, pruned_loss=0.0654, over 12439.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04885, over 162.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2955, pruned_loss=0.06242, over 2477509.68 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06715, over 24082.13 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3061, pruned_loss=0.07747, over 2467865.96 frames. utt_duration=1200 frames, utt_pad_proportion=0.07639, over 8239.79 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2954, pruned_loss=0.06161, over 2478603.69 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06587, over 25494.30 utterances.], batch size: 162, lr: 4.27e-04
2022-08-25 01:24:29,741 INFO [train.py:958] (5/8) Computing validation loss
2022-08-25 01:24:44,872 INFO [train.py:967] (5/8) 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] (5/8) Epoch 8, batch 18050, giga_loss[loss=0.2022, simple_loss=0.2829, pruned_loss=0.0608, over 12415.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2962, pruned_loss=0.0621, over 2478020.77 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06684, over 24317.79 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.306, pruned_loss=0.07735, over 2468077.67 frames. utt_duration=1205 frames, utt_pad_proportion=0.07528, over 8206.26 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2961, pruned_loss=0.0613, over 2478873.62 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06614, over 25760.07 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 01:29:02,832 INFO [train.py:927] (5/8) Epoch 8, batch 18100, giga_loss[loss=0.1971, simple_loss=0.2975, pruned_loss=0.04841, over 12339.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.0301, over 62.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2967, pruned_loss=0.06271, over 2477702.55 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06632, over 24253.92 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3058, pruned_loss=0.07729, over 2467979.24 frames. utt_duration=1200 frames, utt_pad_proportion=0.07722, over 8235.16 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2964, pruned_loss=0.06167, over 2478757.82 frames. utt_duration=384.4 frames, utt_pad_proportion=0.0652, over 25878.05 utterances.], batch size: 62, lr: 4.26e-04
2022-08-25 01:31:06,472 INFO [train.py:927] (5/8) Epoch 8, batch 18150, giga_loss[loss=0.1885, simple_loss=0.2969, pruned_loss=0.04007, over 12458.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2984, pruned_loss=0.06169, over 2478332.44 frames. utt_duration=403 frames, utt_pad_proportion=0.0658, over 24673.21 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3057, pruned_loss=0.07717, over 2467767.61 frames. utt_duration=1206 frames, utt_pad_proportion=0.07581, over 8195.64 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2981, pruned_loss=0.06064, over 2479581.11 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06531, over 26370.54 utterances.], batch size: 75, lr: 4.26e-04
2022-08-25 01:33:10,592 INFO [train.py:927] (5/8) Epoch 8, batch 18200, giga_loss[loss=0.1981, simple_loss=0.2865, pruned_loss=0.0548, over 12399.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06596, over 211.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2988, pruned_loss=0.06138, over 2478257.33 frames. utt_duration=398.6 frames, utt_pad_proportion=0.0673, over 24949.26 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3056, pruned_loss=0.07719, over 2468002.19 frames. utt_duration=1211 frames, utt_pad_proportion=0.07411, over 8162.36 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2985, pruned_loss=0.0601, over 2479342.92 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06722, over 26792.67 utterances.], batch size: 211, lr: 4.26e-04
2022-08-25 01:35:14,429 INFO [train.py:927] (5/8) Epoch 8, batch 18250, giga_loss[loss=0.2021, simple_loss=0.2879, pruned_loss=0.05813, over 12384.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03146, over 113.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2991, pruned_loss=0.06133, over 2478198.93 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06336, over 23849.42 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3059, pruned_loss=0.07738, over 2468286.74 frames. utt_duration=1211 frames, utt_pad_proportion=0.07304, over 8165.12 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2984, pruned_loss=0.05986, over 2478977.88 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06379, over 25603.91 utterances.], batch size: 113, lr: 4.26e-04
2022-08-25 01:37:42,597 INFO [train.py:927] (5/8) Epoch 8, batch 18300, giga_loss[loss=0.2607, simple_loss=0.3292, pruned_loss=0.09606, over 12396.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04996, over 161.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2988, pruned_loss=0.0622, over 2478701.41 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06433, over 23610.40 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3052, pruned_loss=0.07715, over 2468824.76 frames. utt_duration=1221 frames, utt_pad_proportion=0.07072, over 8095.26 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2986, pruned_loss=0.0605, over 2479304.62 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06521, over 25826.45 utterances.], batch size: 161, lr: 4.26e-04
2022-08-25 01:39:53,027 INFO [train.py:927] (5/8) Epoch 8, batch 18350, giga_loss[loss=0.2165, simple_loss=0.3064, pruned_loss=0.06329, over 12417.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0396, over 133.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2958, pruned_loss=0.06059, over 2478992.49 frames. utt_duration=431.5 frames, utt_pad_proportion=0.06051, over 23041.42 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3053, pruned_loss=0.07721, over 2468749.94 frames. utt_duration=1223 frames, utt_pad_proportion=0.07014, over 8085.33 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2954, pruned_loss=0.05906, over 2479630.84 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06165, over 24928.64 utterances.], batch size: 133, lr: 4.26e-04
2022-08-25 01:41:57,142 INFO [train.py:927] (5/8) Epoch 8, batch 18400, giga_loss[loss=0.2411, simple_loss=0.3263, pruned_loss=0.07798, over 12380.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02789, over 91.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2962, pruned_loss=0.06144, over 2478359.98 frames. utt_duration=439.9 frames, utt_pad_proportion=0.06051, over 22595.91 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3057, pruned_loss=0.07726, over 2468642.49 frames. utt_duration=1227 frames, utt_pad_proportion=0.06878, over 8058.73 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05954, over 2479352.70 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06178, over 24697.01 utterances.], batch size: 91, lr: 4.26e-04
2022-08-25 01:43:59,552 INFO [train.py:927] (5/8) Epoch 8, batch 18450, giga_loss[loss=0.1774, simple_loss=0.2643, pruned_loss=0.0452, over 12325.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.02828, over 66.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2966, pruned_loss=0.06187, over 2478674.25 frames. utt_duration=433.4 frames, utt_pad_proportion=0.05928, over 22937.29 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3054, pruned_loss=0.0772, over 2468939.06 frames. utt_duration=1229 frames, utt_pad_proportion=0.06798, over 8045.65 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2959, pruned_loss=0.06013, over 2479369.82 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06057, over 24886.46 utterances.], batch size: 66, lr: 4.26e-04
2022-08-25 01:46:00,076 INFO [train.py:927] (5/8) Epoch 8, batch 18500, giga_loss[loss=0.2455, simple_loss=0.326, pruned_loss=0.08248, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04405, over 146.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2968, pruned_loss=0.06343, over 2478497.04 frames. utt_duration=432.9 frames, utt_pad_proportion=0.06183, over 22963.19 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3054, pruned_loss=0.07743, over 2469095.08 frames. utt_duration=1220 frames, utt_pad_proportion=0.07081, over 8105.07 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2959, pruned_loss=0.06118, over 2479407.01 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06187, over 25208.36 utterances.], batch size: 146, lr: 4.26e-04
2022-08-25 01:48:13,538 INFO [train.py:927] (5/8) Epoch 8, batch 18550, giga_loss[loss=0.2001, simple_loss=0.2979, pruned_loss=0.05119, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03584, over 113.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2981, pruned_loss=0.0637, over 2478903.73 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06577, over 24015.19 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3051, pruned_loss=0.07725, over 2469281.01 frames. utt_duration=1220 frames, utt_pad_proportion=0.07007, over 8105.81 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2975, pruned_loss=0.06183, over 2479632.86 frames. utt_duration=382 frames, utt_pad_proportion=0.06565, over 26046.08 utterances.], batch size: 113, lr: 4.26e-04
2022-08-25 01:50:27,207 INFO [train.py:927] (5/8) Epoch 8, batch 18600, libri_loss[loss=0.2333, simple_loss=0.302, pruned_loss=0.08223, over 12280.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007347, over 37.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2975, pruned_loss=0.06369, over 2478999.88 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06979, over 24725.70 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3049, pruned_loss=0.07712, over 2469530.04 frames. utt_duration=1221 frames, utt_pad_proportion=0.06883, over 8097.60 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.297, pruned_loss=0.06181, over 2479721.59 frames. utt_duration=369.3 frames, utt_pad_proportion=0.06969, over 26942.39 utterances.], batch size: 37, lr: 4.26e-04
2022-08-25 01:52:33,449 INFO [train.py:927] (5/8) Epoch 8, batch 18650, giga_loss[loss=0.2088, simple_loss=0.28, pruned_loss=0.06874, over 12404.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09742, over 256.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2928, pruned_loss=0.06222, over 2478372.66 frames. utt_duration=402.2 frames, utt_pad_proportion=0.0702, over 24719.30 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3046, pruned_loss=0.07692, over 2469646.88 frames. utt_duration=1227 frames, utt_pad_proportion=0.06731, over 8058.23 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2924, pruned_loss=0.06052, over 2479065.75 frames. utt_duration=368.7 frames, utt_pad_proportion=0.07054, over 26978.35 utterances.], batch size: 256, lr: 4.26e-04
2022-08-25 01:54:24,399 INFO [train.py:927] (5/8) Epoch 8, batch 18700, giga_loss[loss=0.2588, simple_loss=0.3116, pruned_loss=0.103, over 12415.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09973, over 257.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2923, pruned_loss=0.06217, over 2479268.43 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07213, over 24901.50 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3045, pruned_loss=0.07686, over 2470248.77 frames. utt_duration=1231 frames, utt_pad_proportion=0.06612, over 8035.65 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2917, pruned_loss=0.06044, over 2479520.55 frames. utt_duration=365.7 frames, utt_pad_proportion=0.0726, over 27204.80 utterances.], batch size: 257, lr: 4.26e-04
2022-08-25 01:56:27,807 INFO [train.py:927] (5/8) Epoch 8, batch 18750, giga_loss[loss=0.232, simple_loss=0.3115, pruned_loss=0.07629, over 12404.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.0342, over 122.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2912, pruned_loss=0.06088, over 2478807.46 frames. utt_duration=416.1 frames, utt_pad_proportion=0.067, over 23898.55 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3045, pruned_loss=0.077, over 2469848.49 frames. utt_duration=1234 frames, utt_pad_proportion=0.0647, over 8013.96 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2904, pruned_loss=0.05894, over 2479595.36 frames. utt_duration=379.6 frames, utt_pad_proportion=0.0682, over 26210.01 utterances.], batch size: 122, lr: 4.26e-04
2022-08-25 01:58:44,015 INFO [train.py:927] (5/8) Epoch 8, batch 18800, giga_loss[loss=0.1758, simple_loss=0.2658, pruned_loss=0.0429, over 12237.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02786, over 45.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2886, pruned_loss=0.05976, over 2477518.35 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07105, over 24477.19 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3046, pruned_loss=0.07717, over 2469548.15 frames. utt_duration=1236 frames, utt_pad_proportion=0.06421, over 8002.86 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2877, pruned_loss=0.05793, over 2478473.63 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07187, over 26454.18 utterances.], batch size: 45, lr: 4.26e-04
2022-08-25 02:00:56,615 INFO [train.py:927] (5/8) Epoch 8, batch 18850, giga_loss[loss=0.201, simple_loss=0.2887, pruned_loss=0.05663, over 12449.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05423, over 162.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2889, pruned_loss=0.0594, over 2477601.10 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07193, over 24593.52 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3045, pruned_loss=0.07714, over 2469445.22 frames. utt_duration=1234 frames, utt_pad_proportion=0.064, over 8012.52 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.288, pruned_loss=0.05769, over 2478588.96 frames. utt_duration=376.4 frames, utt_pad_proportion=0.07259, over 26423.99 utterances.], batch size: 162, lr: 4.26e-04
2022-08-25 02:02:54,203 INFO [train.py:927] (5/8) Epoch 8, batch 18900, giga_loss[loss=0.1975, simple_loss=0.2885, pruned_loss=0.05324, over 12420.00 frames. utt_duration=339.2 frames, utt_pad_proportion=0.04983, over 147.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2888, pruned_loss=0.0593, over 2477842.65 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06983, over 25001.25 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3047, pruned_loss=0.07716, over 2469496.59 frames. utt_duration=1237 frames, utt_pad_proportion=0.06327, over 7995.45 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2878, pruned_loss=0.05768, over 2478679.30 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07071, over 26690.65 utterances.], batch size: 147, lr: 4.26e-04
2022-08-25 02:04:57,092 INFO [train.py:927] (5/8) Epoch 8, batch 18950, giga_loss[loss=0.2226, simple_loss=0.3165, pruned_loss=0.06433, over 12417.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.0497, over 147.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2915, pruned_loss=0.05874, over 2478065.30 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07139, over 25165.18 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3049, pruned_loss=0.07703, over 2469473.42 frames. utt_duration=1240 frames, utt_pad_proportion=0.06284, over 7977.55 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2904, pruned_loss=0.05743, over 2478817.20 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07211, over 26649.42 utterances.], batch size: 147, lr: 4.26e-04
2022-08-25 02:06:58,021 INFO [train.py:927] (5/8) Epoch 8, batch 19000, giga_loss[loss=0.1996, simple_loss=0.2873, pruned_loss=0.056, over 12399.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04045, over 133.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.293, pruned_loss=0.05973, over 2478020.96 frames. utt_duration=387.2 frames, utt_pad_proportion=0.0713, over 25676.57 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3048, pruned_loss=0.07714, over 2469395.61 frames. utt_duration=1244 frames, utt_pad_proportion=0.0622, over 7950.01 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2921, pruned_loss=0.05836, over 2478784.91 frames. utt_duration=367 frames, utt_pad_proportion=0.07205, over 27106.69 utterances.], batch size: 133, lr: 4.26e-04
2022-08-25 02:09:00,564 INFO [train.py:927] (5/8) Epoch 8, batch 19050, giga_loss[loss=0.1929, simple_loss=0.2827, pruned_loss=0.05155, over 12408.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05842, over 182.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2923, pruned_loss=0.0592, over 2478016.67 frames. utt_duration=385 frames, utt_pad_proportion=0.07143, over 25825.74 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3055, pruned_loss=0.07748, over 2469395.67 frames. utt_duration=1224 frames, utt_pad_proportion=0.06724, over 8082.89 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2905, pruned_loss=0.05734, over 2478837.76 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07065, over 27274.62 utterances.], batch size: 182, lr: 4.25e-04
2022-08-25 02:11:02,280 INFO [train.py:927] (5/8) Epoch 8, batch 19100, giga_loss[loss=0.1739, simple_loss=0.2594, pruned_loss=0.0442, over 12442.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06133, over 183.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2898, pruned_loss=0.05853, over 2477118.17 frames. utt_duration=384.3 frames, utt_pad_proportion=0.07346, over 25868.08 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3051, pruned_loss=0.07717, over 2469115.08 frames. utt_duration=1228 frames, utt_pad_proportion=0.06653, over 8055.79 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2886, pruned_loss=0.05708, over 2478122.75 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07295, over 27268.63 utterances.], batch size: 183, lr: 4.25e-04
2022-08-25 02:13:09,674 INFO [train.py:927] (5/8) Epoch 8, batch 19150, giga_loss[loss=0.1864, simple_loss=0.2772, pruned_loss=0.04778, over 12425.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04278, over 146.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.291, pruned_loss=0.05895, over 2477423.12 frames. utt_duration=394.6 frames, utt_pad_proportion=0.07206, over 25193.45 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3052, pruned_loss=0.07702, over 2469296.53 frames. utt_duration=1228 frames, utt_pad_proportion=0.06527, over 8051.22 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2896, pruned_loss=0.05745, over 2478268.95 frames. utt_duration=371.5 frames, utt_pad_proportion=0.07207, over 26772.76 utterances.], batch size: 146, lr: 4.25e-04
2022-08-25 02:15:05,565 INFO [train.py:927] (5/8) Epoch 8, batch 19200, giga_loss[loss=0.2069, simple_loss=0.2936, pruned_loss=0.06006, over 12463.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03015, over 55.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2926, pruned_loss=0.06008, over 2477097.61 frames. utt_duration=396.5 frames, utt_pad_proportion=0.07366, over 25069.96 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3056, pruned_loss=0.07737, over 2469192.90 frames. utt_duration=1215 frames, utt_pad_proportion=0.06935, over 8136.63 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2908, pruned_loss=0.0582, over 2478053.07 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07255, over 26642.67 utterances.], batch size: 55, lr: 4.25e-04
2022-08-25 02:17:07,499 INFO [train.py:927] (5/8) Epoch 8, batch 19250, giga_loss[loss=0.1777, simple_loss=0.2679, pruned_loss=0.0437, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03518, over 28.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2956, pruned_loss=0.06159, over 2477073.81 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07336, over 25030.11 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3057, pruned_loss=0.07749, over 2468823.16 frames. utt_duration=1213 frames, utt_pad_proportion=0.06919, over 8150.74 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2938, pruned_loss=0.05955, over 2478390.39 frames. utt_duration=372 frames, utt_pad_proportion=0.07256, over 26734.93 utterances.], batch size: 28, lr: 4.25e-04
2022-08-25 02:19:23,296 INFO [train.py:927] (5/8) Epoch 8, batch 19300, libri_loss[loss=0.2355, simple_loss=0.302, pruned_loss=0.08448, over 12185.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006333, over 33.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2943, pruned_loss=0.06102, over 2476841.14 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07596, over 25230.04 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3061, pruned_loss=0.07746, over 2468299.49 frames. utt_duration=1217 frames, utt_pad_proportion=0.06836, over 8125.96 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2923, pruned_loss=0.05913, over 2478531.21 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07549, over 26932.17 utterances.], batch size: 33, lr: 4.25e-04
2022-08-25 02:21:18,540 INFO [train.py:927] (5/8) Epoch 8, batch 19350, giga_loss[loss=0.2021, simple_loss=0.288, pruned_loss=0.05814, over 12396.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04906, over 161.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2933, pruned_loss=0.06069, over 2476970.18 frames. utt_duration=382.3 frames, utt_pad_proportion=0.07813, over 25997.63 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3058, pruned_loss=0.07718, over 2468241.64 frames. utt_duration=1221 frames, utt_pad_proportion=0.06738, over 8093.71 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2918, pruned_loss=0.05914, over 2478523.99 frames. utt_duration=359.1 frames, utt_pad_proportion=0.07791, over 27698.42 utterances.], batch size: 161, lr: 4.25e-04
2022-08-25 02:23:25,504 INFO [train.py:927] (5/8) Epoch 8, batch 19400, giga_loss[loss=0.1547, simple_loss=0.2412, pruned_loss=0.03413, over 12412.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04093, over 37.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2911, pruned_loss=0.06006, over 2477057.65 frames. utt_duration=386.7 frames, utt_pad_proportion=0.07734, over 25704.35 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3057, pruned_loss=0.07705, over 2468263.96 frames. utt_duration=1222 frames, utt_pad_proportion=0.06689, over 8091.76 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2899, pruned_loss=0.05882, over 2478335.92 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07737, over 27195.06 utterances.], batch size: 37, lr: 4.25e-04
2022-08-25 02:25:27,694 INFO [train.py:927] (5/8) Epoch 8, batch 19450, giga_loss[loss=0.1684, simple_loss=0.2589, pruned_loss=0.039, over 12380.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1718, over 355.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2912, pruned_loss=0.05934, over 2476493.70 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07767, over 25622.81 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3057, pruned_loss=0.07714, over 2468100.26 frames. utt_duration=1215 frames, utt_pad_proportion=0.07066, over 8135.32 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2899, pruned_loss=0.05782, over 2477871.29 frames. utt_duration=365.1 frames, utt_pad_proportion=0.07685, over 27236.51 utterances.], batch size: 355, lr: 4.25e-04
2022-08-25 02:27:25,237 INFO [train.py:927] (5/8) Epoch 8, batch 19500, giga_loss[loss=0.1789, simple_loss=0.2712, pruned_loss=0.04334, over 12399.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.025, over 48.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2929, pruned_loss=0.05875, over 2477409.12 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07139, over 24496.53 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3055, pruned_loss=0.07707, over 2467857.06 frames. utt_duration=1218 frames, utt_pad_proportion=0.06965, over 8117.80 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.05731, over 2478858.65 frames. utt_duration=381.2 frames, utt_pad_proportion=0.07136, over 26089.92 utterances.], batch size: 48, lr: 4.25e-04
2022-08-25 02:29:31,324 INFO [train.py:927] (5/8) Epoch 8, batch 19550, giga_loss[loss=0.1829, simple_loss=0.267, pruned_loss=0.04942, over 12391.00 frames. utt_duration=141.6 frames, utt_pad_proportion=0.1669, over 353.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2936, pruned_loss=0.05938, over 2477625.80 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07345, over 24936.02 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3056, pruned_loss=0.07709, over 2468032.03 frames. utt_duration=1223 frames, utt_pad_proportion=0.06838, over 8082.19 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2924, pruned_loss=0.05782, over 2478836.75 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07365, over 26607.82 utterances.], batch size: 353, lr: 4.25e-04
2022-08-25 02:31:47,295 INFO [train.py:927] (5/8) Epoch 8, batch 19600, giga_loss[loss=0.1975, simple_loss=0.2943, pruned_loss=0.05039, over 12413.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03156, over 80.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05864, over 2477414.84 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07167, over 25033.91 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3061, pruned_loss=0.07688, over 2467998.40 frames. utt_duration=1227 frames, utt_pad_proportion=0.06739, over 8052.69 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2922, pruned_loss=0.05726, over 2478589.54 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07222, over 26713.33 utterances.], batch size: 80, lr: 4.25e-04
2022-08-25 02:34:00,769 INFO [train.py:927] (5/8) Epoch 8, batch 19650, giga_loss[loss=0.2057, simple_loss=0.3002, pruned_loss=0.05566, over 12340.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03297, over 51.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2973, pruned_loss=0.05985, over 2477067.37 frames. utt_duration=393.5 frames, utt_pad_proportion=0.07198, over 25257.02 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3074, pruned_loss=0.07674, over 2467631.09 frames. utt_duration=1231 frames, utt_pad_proportion=0.06561, over 8025.36 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2945, pruned_loss=0.0583, over 2478622.21 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07289, over 27169.88 utterances.], batch size: 51, lr: 4.25e-04
2022-08-25 02:36:16,969 INFO [train.py:927] (5/8) Epoch 8, batch 19700, giga_loss[loss=0.1685, simple_loss=0.2577, pruned_loss=0.0397, over 12414.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.0445, over 26.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2971, pruned_loss=0.06005, over 2476965.94 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07142, over 24758.80 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3077, pruned_loss=0.07692, over 2467870.89 frames. utt_duration=1219 frames, utt_pad_proportion=0.06959, over 8106.14 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2946, pruned_loss=0.05845, over 2478094.14 frames. utt_duration=376.1 frames, utt_pad_proportion=0.07127, over 26439.54 utterances.], batch size: 26, lr: 4.25e-04
2022-08-25 02:38:33,514 INFO [train.py:927] (5/8) Epoch 8, batch 19750, giga_loss[loss=0.1986, simple_loss=0.2869, pruned_loss=0.05517, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02813, over 48.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2958, pruned_loss=0.05956, over 2476835.50 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07041, over 24346.13 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3074, pruned_loss=0.07686, over 2467822.69 frames. utt_duration=1225 frames, utt_pad_proportion=0.06777, over 8069.84 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2937, pruned_loss=0.05781, over 2478084.24 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07088, over 26261.05 utterances.], batch size: 48, lr: 4.25e-04
2022-08-25 02:40:33,533 INFO [train.py:927] (5/8) Epoch 8, batch 19800, giga_loss[loss=0.2219, simple_loss=0.3114, pruned_loss=0.06622, over 12424.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2947, pruned_loss=0.0585, over 2477182.25 frames. utt_duration=401.6 frames, utt_pad_proportion=0.07038, over 24742.65 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3073, pruned_loss=0.07684, over 2467837.29 frames. utt_duration=1223 frames, utt_pad_proportion=0.06747, over 8081.14 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.293, pruned_loss=0.05698, over 2478229.32 frames. utt_duration=377 frames, utt_pad_proportion=0.07084, over 26375.71 utterances.], batch size: 133, lr: 4.25e-04
2022-08-25 02:42:26,934 INFO [train.py:927] (5/8) Epoch 8, batch 19850, giga_loss[loss=0.1846, simple_loss=0.2797, pruned_loss=0.0448, over 12403.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02893, over 58.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2964, pruned_loss=0.05928, over 2477443.14 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06957, over 24188.71 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3072, pruned_loss=0.07709, over 2467899.34 frames. utt_duration=1219 frames, utt_pad_proportion=0.06973, over 8106.89 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2947, pruned_loss=0.05727, over 2478522.28 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06933, over 25992.55 utterances.], batch size: 58, lr: 4.25e-04
2022-08-25 02:44:15,483 INFO [train.py:927] (5/8) Epoch 8, batch 19900, giga_loss[loss=0.2098, simple_loss=0.3022, pruned_loss=0.05872, over 12396.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.0418, over 105.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.06035, over 2477054.22 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06723, over 23948.27 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3075, pruned_loss=0.07744, over 2467547.87 frames. utt_duration=1222 frames, utt_pad_proportion=0.068, over 8084.33 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.294, pruned_loss=0.05768, over 2478637.05 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06764, over 26089.95 utterances.], batch size: 105, lr: 4.25e-04
2022-08-25 02:46:09,047 INFO [train.py:927] (5/8) Epoch 8, batch 19950, giga_loss[loss=0.2539, simple_loss=0.3322, pruned_loss=0.08778, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02556, over 45.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2994, pruned_loss=0.06245, over 2477422.33 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06586, over 23810.80 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3074, pruned_loss=0.07739, over 2467684.86 frames. utt_duration=1224 frames, utt_pad_proportion=0.06753, over 8073.54 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2977, pruned_loss=0.06024, over 2478635.75 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06641, over 25642.13 utterances.], batch size: 45, lr: 4.25e-04
2022-08-25 02:47:54,542 INFO [train.py:927] (5/8) Epoch 8, batch 20000, giga_loss[loss=0.2565, simple_loss=0.3312, pruned_loss=0.09089, over 12372.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04269, over 26.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3054, pruned_loss=0.06608, over 2477216.70 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07011, over 23132.20 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3073, pruned_loss=0.07748, over 2467936.80 frames. utt_duration=1229 frames, utt_pad_proportion=0.06625, over 8044.01 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3041, pruned_loss=0.06396, over 2478179.26 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07063, over 24954.89 utterances.], batch size: 26, lr: 4.24e-04
2022-08-25 02:49:37,525 INFO [train.py:927] (5/8) Epoch 8, batch 20050, giga_loss[loss=0.2022, simple_loss=0.2871, pruned_loss=0.05868, over 12461.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03268, over 86.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3026, pruned_loss=0.06603, over 2476389.73 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06837, over 22237.37 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3073, pruned_loss=0.07758, over 2467951.81 frames. utt_duration=1233 frames, utt_pad_proportion=0.06528, over 8015.38 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3015, pruned_loss=0.06406, over 2477310.02 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06923, over 23962.95 utterances.], batch size: 86, lr: 4.24e-04
2022-08-25 02:51:19,222 INFO [train.py:927] (5/8) Epoch 8, batch 20100, giga_loss[loss=0.2252, simple_loss=0.295, pruned_loss=0.07765, over 12397.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05643, over 162.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2961, pruned_loss=0.06426, over 2474519.77 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07012, over 21948.11 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3072, pruned_loss=0.07768, over 2467730.96 frames. utt_duration=1236 frames, utt_pad_proportion=0.06408, over 7998.30 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.295, pruned_loss=0.06227, over 2475648.30 frames. utt_duration=418.9 frames, utt_pad_proportion=0.07108, over 23712.50 utterances.], batch size: 162, lr: 4.24e-04
2022-08-25 02:53:04,059 INFO [train.py:927] (5/8) Epoch 8, batch 20150, giga_loss[loss=0.158, simple_loss=0.2441, pruned_loss=0.03591, over 12351.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2876, pruned_loss=0.06095, over 2473577.77 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07073, over 21412.02 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3072, pruned_loss=0.07753, over 2467533.22 frames. utt_duration=1239 frames, utt_pad_proportion=0.06317, over 7978.44 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2865, pruned_loss=0.05923, over 2474758.73 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07183, over 23080.07 utterances.], batch size: 70, lr: 4.24e-04
2022-08-25 02:54:48,510 INFO [train.py:927] (5/8) Epoch 8, batch 20200, giga_loss[loss=0.2161, simple_loss=0.2843, pruned_loss=0.07389, over 12375.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2818, pruned_loss=0.05881, over 2473107.20 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06791, over 20448.10 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3076, pruned_loss=0.07771, over 2467526.74 frames. utt_duration=1228 frames, utt_pad_proportion=0.06668, over 8048.28 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2803, pruned_loss=0.05714, over 2474095.89 frames. utt_duration=455 frames, utt_pad_proportion=0.06791, over 21814.62 utterances.], batch size: 258, lr: 4.24e-04
2022-08-25 02:56:32,134 INFO [train.py:927] (5/8) Epoch 8, batch 20250, libri_loss[loss=0.2307, simple_loss=0.3104, pruned_loss=0.07547, over 12459.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005503, over 35.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2775, pruned_loss=0.05747, over 2473690.24 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06534, over 19338.28 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3077, pruned_loss=0.07802, over 2467854.83 frames. utt_duration=1219 frames, utt_pad_proportion=0.06995, over 8105.09 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2756, pruned_loss=0.05536, over 2474287.46 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06425, over 20651.31 utterances.], batch size: 35, lr: 4.24e-04
2022-08-25 02:58:15,203 INFO [train.py:927] (5/8) Epoch 8, batch 20300, giga_loss[loss=0.1874, simple_loss=0.2609, pruned_loss=0.05701, over 12416.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07181, over 212.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2719, pruned_loss=0.05509, over 2473626.27 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06631, over 19428.99 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3076, pruned_loss=0.07793, over 2467654.20 frames. utt_duration=1220 frames, utt_pad_proportion=0.06954, over 8102.01 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2702, pruned_loss=0.05333, over 2474347.99 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06553, over 20565.64 utterances.], batch size: 212, lr: 4.24e-04
2022-08-25 02:59:59,526 INFO [train.py:927] (5/8) Epoch 8, batch 20350, giga_loss[loss=0.1797, simple_loss=0.2599, pruned_loss=0.04976, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03954, over 133.00 utterances.], tot_loss[loss=0.187, simple_loss=0.2676, pruned_loss=0.05323, over 2473397.32 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06447, over 19460.95 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3074, pruned_loss=0.07789, over 2467406.94 frames. utt_duration=1224 frames, utt_pad_proportion=0.0686, over 8075.09 utterances.], giga_tot_loss[loss=0.1844, simple_loss=0.2658, pruned_loss=0.05148, over 2474296.36 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06425, over 20583.80 utterances.], batch size: 133, lr: 4.24e-04
2022-08-25 03:01:44,223 INFO [train.py:927] (5/8) Epoch 8, batch 20400, giga_loss[loss=0.249, simple_loss=0.3204, pruned_loss=0.08884, over 12452.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03499, over 123.00 utterances.], tot_loss[loss=0.1827, simple_loss=0.2628, pruned_loss=0.05131, over 2474587.12 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06357, over 19165.61 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3076, pruned_loss=0.0779, over 2467534.50 frames. utt_duration=1223 frames, utt_pad_proportion=0.06804, over 8082.86 utterances.], giga_tot_loss[loss=0.1799, simple_loss=0.2607, pruned_loss=0.04958, over 2475266.68 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06359, over 20185.85 utterances.], batch size: 123, lr: 4.24e-04
2022-08-25 03:03:29,003 INFO [train.py:927] (5/8) Epoch 8, batch 20450, giga_loss[loss=0.2422, simple_loss=0.323, pruned_loss=0.08067, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03664, over 40.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2708, pruned_loss=0.05533, over 2474990.62 frames. utt_duration=513 frames, utt_pad_proportion=0.06272, over 19352.94 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3072, pruned_loss=0.0778, over 2467333.03 frames. utt_duration=1224 frames, utt_pad_proportion=0.06792, over 8072.02 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2687, pruned_loss=0.05361, over 2475842.92 frames. utt_duration=487.6 frames, utt_pad_proportion=0.0628, over 20370.75 utterances.], batch size: 40, lr: 4.24e-04
2022-08-25 03:05:12,486 INFO [train.py:927] (5/8) Epoch 8, batch 20500, libri_loss[loss=0.2117, simple_loss=0.2781, pruned_loss=0.07264, over 12214.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009922, over 29.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2811, pruned_loss=0.06001, over 2473992.40 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06163, over 18400.23 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3074, pruned_loss=0.07806, over 2467407.56 frames. utt_duration=1212 frames, utt_pad_proportion=0.07165, over 8153.65 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2783, pruned_loss=0.05777, over 2474871.91 frames. utt_duration=509.2 frames, utt_pad_proportion=0.0603, over 19497.19 utterances.], batch size: 29, lr: 4.24e-04
2022-08-25 03:06:57,812 INFO [train.py:927] (5/8) Epoch 8, batch 20550, giga_loss[loss=0.2116, simple_loss=0.3006, pruned_loss=0.06133, over 12447.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0354, over 123.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2865, pruned_loss=0.06124, over 2473992.40 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05883, over 18208.93 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.307, pruned_loss=0.07788, over 2467183.60 frames. utt_duration=1216 frames, utt_pad_proportion=0.07091, over 8124.48 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2844, pruned_loss=0.05939, over 2474970.85 frames. utt_duration=516.3 frames, utt_pad_proportion=0.05811, over 19230.84 utterances.], batch size: 123, lr: 4.24e-04
2022-08-25 03:08:41,582 INFO [train.py:927] (5/8) Epoch 8, batch 20600, giga_loss[loss=0.2438, simple_loss=0.3104, pruned_loss=0.0886, over 12125.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04259, over 33.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.291, pruned_loss=0.06322, over 2474194.36 frames. utt_duration=563.9 frames, utt_pad_proportion=0.05597, over 17598.09 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3072, pruned_loss=0.0779, over 2467728.10 frames. utt_duration=1214 frames, utt_pad_proportion=0.07006, over 8140.96 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2885, pruned_loss=0.06129, over 2474682.12 frames. utt_duration=531.9 frames, utt_pad_proportion=0.05568, over 18660.97 utterances.], batch size: 33, lr: 4.24e-04
2022-08-25 03:10:25,435 INFO [train.py:927] (5/8) Epoch 8, batch 20650, giga_loss[loss=0.2337, simple_loss=0.3228, pruned_loss=0.07236, over 12396.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2982, pruned_loss=0.06652, over 2474095.41 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06037, over 17862.34 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3095, pruned_loss=0.07835, over 2467782.02 frames. utt_duration=1218 frames, utt_pad_proportion=0.06899, over 8117.39 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.294, pruned_loss=0.06437, over 2474535.94 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06022, over 18882.03 utterances.], batch size: 133, lr: 4.24e-04
2022-08-25 03:12:10,721 INFO [train.py:927] (5/8) Epoch 8, batch 20700, giga_loss[loss=0.2265, simple_loss=0.3104, pruned_loss=0.07134, over 12487.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04329, over 34.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3017, pruned_loss=0.06789, over 2473695.21 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06324, over 17989.63 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3093, pruned_loss=0.07823, over 2467808.18 frames. utt_duration=1222 frames, utt_pad_proportion=0.0675, over 8090.87 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2982, pruned_loss=0.06591, over 2474224.75 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06343, over 19137.89 utterances.], batch size: 34, lr: 4.24e-04
2022-08-25 03:13:52,016 INFO [train.py:927] (5/8) Epoch 8, batch 20750, giga_loss[loss=0.2012, simple_loss=0.3012, pruned_loss=0.05058, over 12344.00 frames. utt_duration=668.7 frames, utt_pad_proportion=0.02669, over 74.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3042, pruned_loss=0.06881, over 2473591.13 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06539, over 17891.89 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3088, pruned_loss=0.07798, over 2467585.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.06593, over 8080.00 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3015, pruned_loss=0.06704, over 2474463.81 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06604, over 19253.11 utterances.], batch size: 74, lr: 4.24e-04
2022-08-25 03:15:35,314 INFO [train.py:927] (5/8) Epoch 8, batch 20800, giga_loss[loss=0.1991, simple_loss=0.2914, pruned_loss=0.05337, over 12394.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04461, over 26.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3049, pruned_loss=0.068, over 2473628.08 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06433, over 17577.99 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3086, pruned_loss=0.0778, over 2467413.43 frames. utt_duration=1225 frames, utt_pad_proportion=0.06545, over 8065.22 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.303, pruned_loss=0.06668, over 2474524.59 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06509, over 18746.16 utterances.], batch size: 26, lr: 4.24e-04
2022-08-25 03:17:19,468 INFO [train.py:927] (5/8) Epoch 8, batch 20850, giga_loss[loss=0.2666, simple_loss=0.3419, pruned_loss=0.09567, over 12443.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.0352, over 105.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.305, pruned_loss=0.0674, over 2473556.63 frames. utt_duration=580.9 frames, utt_pad_proportion=0.06312, over 17076.87 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3087, pruned_loss=0.07788, over 2467445.99 frames. utt_duration=1226 frames, utt_pad_proportion=0.06449, over 8058.90 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3033, pruned_loss=0.06605, over 2474390.78 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06418, over 18225.34 utterances.], batch size: 105, lr: 4.24e-04
2022-08-25 03:19:01,865 INFO [train.py:927] (5/8) Epoch 8, batch 20900, giga_loss[loss=0.2211, simple_loss=0.2984, pruned_loss=0.07188, over 12275.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02689, over 54.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3062, pruned_loss=0.06983, over 2473500.89 frames. utt_duration=577.7 frames, utt_pad_proportion=0.0653, over 17169.91 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3079, pruned_loss=0.07742, over 2467606.33 frames. utt_duration=1230 frames, utt_pad_proportion=0.06317, over 8032.38 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3055, pruned_loss=0.06884, over 2474231.28 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06653, over 18397.88 utterances.], batch size: 54, lr: 4.24e-04
2022-08-25 03:20:45,268 INFO [train.py:927] (5/8) Epoch 8, batch 20950, giga_loss[loss=0.1914, simple_loss=0.2781, pruned_loss=0.05234, over 12414.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04876, over 34.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3058, pruned_loss=0.07077, over 2473674.00 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06571, over 17184.44 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3082, pruned_loss=0.07782, over 2467738.88 frames. utt_duration=1218 frames, utt_pad_proportion=0.06701, over 8115.96 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3048, pruned_loss=0.06938, over 2474316.38 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06499, over 18372.37 utterances.], batch size: 34, lr: 4.24e-04
2022-08-25 03:22:30,833 INFO [train.py:927] (5/8) Epoch 8, batch 21000, giga_loss[loss=0.2389, simple_loss=0.3161, pruned_loss=0.08085, over 12347.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3056, pruned_loss=0.07116, over 2473312.99 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06265, over 17067.73 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3082, pruned_loss=0.07791, over 2467431.46 frames. utt_duration=1212 frames, utt_pad_proportion=0.06971, over 8156.12 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3047, pruned_loss=0.06977, over 2474301.97 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06116, over 18261.11 utterances.], batch size: 85, lr: 4.23e-04
2022-08-25 03:22:30,834 INFO [train.py:958] (5/8) Computing validation loss
2022-08-25 03:22:45,694 INFO [train.py:967] (5/8) 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 03:24:31,495 INFO [train.py:927] (5/8) Epoch 8, batch 21050, giga_loss[loss=0.1836, simple_loss=0.2664, pruned_loss=0.05037, over 12284.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02194, over 54.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3024, pruned_loss=0.0693, over 2473113.80 frames. utt_duration=582.3 frames, utt_pad_proportion=0.06124, over 17032.09 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3078, pruned_loss=0.07772, over 2467520.84 frames. utt_duration=1215 frames, utt_pad_proportion=0.06897, over 8130.95 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.302, pruned_loss=0.06826, over 2473876.00 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06038, over 18108.92 utterances.], batch size: 54, lr: 4.23e-04
2022-08-25 03:26:16,829 INFO [train.py:927] (5/8) Epoch 8, batch 21100, giga_loss[loss=0.2037, simple_loss=0.289, pruned_loss=0.0592, over 12238.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03245, over 45.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2992, pruned_loss=0.06762, over 2473428.30 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06891, over 17916.33 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3078, pruned_loss=0.07727, over 2467198.64 frames. utt_duration=1221 frames, utt_pad_proportion=0.06822, over 8092.40 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2986, pruned_loss=0.06686, over 2474574.96 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06811, over 19179.48 utterances.], batch size: 45, lr: 4.23e-04
2022-08-25 03:28:02,083 INFO [train.py:927] (5/8) Epoch 8, batch 21150, giga_loss[loss=0.2069, simple_loss=0.2832, pruned_loss=0.06531, over 12351.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03071, over 85.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2949, pruned_loss=0.06567, over 2473941.87 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06782, over 18466.88 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3074, pruned_loss=0.07708, over 2467264.61 frames. utt_duration=1223 frames, utt_pad_proportion=0.06749, over 8078.11 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2946, pruned_loss=0.0651, over 2474862.42 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06757, over 19611.79 utterances.], batch size: 85, lr: 4.23e-04
2022-08-25 03:29:48,058 INFO [train.py:927] (5/8) Epoch 8, batch 21200, giga_loss[loss=0.2125, simple_loss=0.2916, pruned_loss=0.06669, over 12292.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03369, over 28.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2936, pruned_loss=0.06505, over 2473388.11 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06566, over 17789.94 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3072, pruned_loss=0.07692, over 2467078.18 frames. utt_duration=1225 frames, utt_pad_proportion=0.06701, over 8063.35 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2935, pruned_loss=0.06465, over 2474324.50 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06574, over 18787.32 utterances.], batch size: 28, lr: 4.23e-04
2022-08-25 03:31:29,070 INFO [train.py:927] (5/8) Epoch 8, batch 21250, giga_loss[loss=0.1947, simple_loss=0.2746, pruned_loss=0.05741, over 12340.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03366, over 97.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.291, pruned_loss=0.06415, over 2473071.08 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06259, over 17196.61 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3072, pruned_loss=0.07697, over 2467294.18 frames. utt_duration=1228 frames, utt_pad_proportion=0.06625, over 8044.51 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2906, pruned_loss=0.06361, over 2473695.22 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06309, over 18126.91 utterances.], batch size: 97, lr: 4.23e-04
2022-08-25 03:33:13,891 INFO [train.py:927] (5/8) Epoch 8, batch 21300, giga_loss[loss=0.1812, simple_loss=0.2592, pruned_loss=0.05164, over 12413.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04637, over 34.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2873, pruned_loss=0.063, over 2473482.43 frames. utt_duration=587 frames, utt_pad_proportion=0.06098, over 16898.44 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3071, pruned_loss=0.07693, over 2467267.98 frames. utt_duration=1230 frames, utt_pad_proportion=0.06572, over 8036.10 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.287, pruned_loss=0.06249, over 2474053.13 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06167, over 17722.93 utterances.], batch size: 34, lr: 4.23e-04
2022-08-25 03:34:56,168 INFO [train.py:927] (5/8) Epoch 8, batch 21350, giga_loss[loss=0.1819, simple_loss=0.2685, pruned_loss=0.04763, over 12389.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03062, over 62.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2837, pruned_loss=0.0617, over 2473132.63 frames. utt_duration=616.9 frames, utt_pad_proportion=0.05604, over 16074.40 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3069, pruned_loss=0.07683, over 2467524.21 frames. utt_duration=1236 frames, utt_pad_proportion=0.06464, over 7997.56 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2831, pruned_loss=0.06109, over 2473491.76 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05724, over 16948.24 utterances.], batch size: 62, lr: 4.23e-04
2022-08-25 03:36:39,449 INFO [train.py:927] (5/8) Epoch 8, batch 21400, libri_loss[loss=0.2797, simple_loss=0.3546, pruned_loss=0.1024, over 12420.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.022, over 43.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2832, pruned_loss=0.06187, over 2473010.85 frames. utt_duration=644.1 frames, utt_pad_proportion=0.05336, over 15393.95 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3072, pruned_loss=0.07689, over 2467908.63 frames. utt_duration=1235 frames, utt_pad_proportion=0.06378, over 8003.90 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2815, pruned_loss=0.06071, over 2473131.07 frames. utt_duration=605.4 frames, utt_pad_proportion=0.0547, over 16380.32 utterances.], batch size: 43, lr: 4.23e-04
2022-08-25 03:38:22,829 INFO [train.py:927] (5/8) Epoch 8, batch 21450, giga_loss[loss=0.231, simple_loss=0.2949, pruned_loss=0.08356, over 12466.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03522, over 40.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2801, pruned_loss=0.06081, over 2472989.66 frames. utt_duration=651.4 frames, utt_pad_proportion=0.05408, over 15221.63 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3072, pruned_loss=0.07689, over 2467753.09 frames. utt_duration=1237 frames, utt_pad_proportion=0.06329, over 7991.91 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2786, pruned_loss=0.05975, over 2473278.82 frames. utt_duration=616.8 frames, utt_pad_proportion=0.05531, over 16078.37 utterances.], batch size: 40, lr: 4.23e-04
2022-08-25 03:40:16,512 INFO [train.py:927] (5/8) Epoch 8, batch 21500, giga_loss[loss=0.1922, simple_loss=0.2689, pruned_loss=0.05773, over 12474.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03472, over 37.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2815, pruned_loss=0.06214, over 2473021.46 frames. utt_duration=635.8 frames, utt_pad_proportion=0.06261, over 15595.94 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3066, pruned_loss=0.07683, over 2467702.44 frames. utt_duration=1232 frames, utt_pad_proportion=0.06718, over 8019.58 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.28, pruned_loss=0.06093, over 2473440.29 frames. utt_duration=602.7 frames, utt_pad_proportion=0.06154, over 16456.85 utterances.], batch size: 37, lr: 4.23e-04
2022-08-25 03:42:02,082 INFO [train.py:927] (5/8) Epoch 8, batch 21550, giga_loss[loss=0.2395, simple_loss=0.3102, pruned_loss=0.0844, over 12402.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04535, over 26.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2878, pruned_loss=0.06583, over 2472383.00 frames. utt_duration=611.2 frames, utt_pad_proportion=0.06157, over 16219.83 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3062, pruned_loss=0.07662, over 2467628.60 frames. utt_duration=1236 frames, utt_pad_proportion=0.06603, over 7996.30 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2865, pruned_loss=0.06477, over 2472887.34 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06125, over 17105.11 utterances.], batch size: 26, lr: 4.23e-04
2022-08-25 03:43:48,086 INFO [train.py:927] (5/8) Epoch 8, batch 21600, giga_loss[loss=0.2493, simple_loss=0.33, pruned_loss=0.08425, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0305, over 42.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2933, pruned_loss=0.06767, over 2471836.62 frames. utt_duration=611.9 frames, utt_pad_proportion=0.0577, over 16199.14 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3062, pruned_loss=0.07647, over 2467682.69 frames. utt_duration=1234 frames, utt_pad_proportion=0.06594, over 8006.56 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.292, pruned_loss=0.06678, over 2472261.95 frames. utt_duration=581.7 frames, utt_pad_proportion=0.05756, over 17045.59 utterances.], batch size: 42, lr: 4.23e-04
2022-08-25 03:45:32,368 INFO [train.py:927] (5/8) Epoch 8, batch 21650, giga_loss[loss=0.2462, simple_loss=0.3224, pruned_loss=0.08498, over 12278.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.03929, over 51.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.2993, pruned_loss=0.0702, over 2471549.74 frames. utt_duration=588.5 frames, utt_pad_proportion=0.06219, over 16842.76 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3061, pruned_loss=0.0764, over 2467780.26 frames. utt_duration=1234 frames, utt_pad_proportion=0.06591, over 8010.37 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2982, pruned_loss=0.06942, over 2471865.03 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06182, over 17647.93 utterances.], batch size: 51, lr: 4.23e-04
2022-08-25 03:47:13,436 INFO [train.py:927] (5/8) Epoch 8, batch 21700, giga_loss[loss=0.2759, simple_loss=0.3344, pruned_loss=0.1087, over 12369.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1898, over 363.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3019, pruned_loss=0.07037, over 2471991.68 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06369, over 17419.16 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3068, pruned_loss=0.07665, over 2467959.84 frames. utt_duration=1237 frames, utt_pad_proportion=0.06412, over 7992.21 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3002, pruned_loss=0.06934, over 2472200.75 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06397, over 18372.11 utterances.], batch size: 363, lr: 4.23e-04
2022-08-25 03:48:56,541 INFO [train.py:927] (5/8) Epoch 8, batch 21750, giga_loss[loss=0.2236, simple_loss=0.3113, pruned_loss=0.06797, over 12421.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03817, over 133.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3019, pruned_loss=0.06922, over 2471784.89 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06146, over 17793.95 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3071, pruned_loss=0.07668, over 2467964.35 frames. utt_duration=1234 frames, utt_pad_proportion=0.06443, over 8012.31 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3002, pruned_loss=0.06832, over 2471975.86 frames. utt_duration=533 frames, utt_pad_proportion=0.06164, over 18604.64 utterances.], batch size: 133, lr: 4.23e-04
2022-08-25 03:50:41,210 INFO [train.py:927] (5/8) Epoch 8, batch 21800, giga_loss[loss=0.277, simple_loss=0.3498, pruned_loss=0.102, over 12414.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07185, over 212.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3038, pruned_loss=0.07043, over 2472588.60 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06468, over 18672.42 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3065, pruned_loss=0.07633, over 2468115.97 frames. utt_duration=1241 frames, utt_pad_proportion=0.06277, over 7966.65 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3028, pruned_loss=0.06979, over 2472734.52 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06521, over 19662.35 utterances.], batch size: 212, lr: 4.23e-04
2022-08-25 03:52:24,494 INFO [train.py:927] (5/8) Epoch 8, batch 21850, giga_loss[loss=0.2523, simple_loss=0.331, pruned_loss=0.08678, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06315, over 183.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3057, pruned_loss=0.07137, over 2472593.42 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06481, over 18673.20 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3068, pruned_loss=0.07657, over 2468094.08 frames. utt_duration=1228 frames, utt_pad_proportion=0.06642, over 8047.83 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3047, pruned_loss=0.07058, over 2472790.29 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06384, over 19522.16 utterances.], batch size: 183, lr: 4.23e-04
2022-08-25 03:54:09,513 INFO [train.py:927] (5/8) Epoch 8, batch 21900, giga_loss[loss=0.2509, simple_loss=0.3295, pruned_loss=0.08617, over 12451.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.0325, over 86.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3064, pruned_loss=0.07256, over 2473140.20 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06945, over 18676.65 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3066, pruned_loss=0.07669, over 2468554.86 frames. utt_duration=1221 frames, utt_pad_proportion=0.0689, over 8094.18 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3057, pruned_loss=0.07162, over 2473083.87 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06745, over 19733.44 utterances.], batch size: 86, lr: 4.23e-04
2022-08-25 03:55:53,019 INFO [train.py:927] (5/8) Epoch 8, batch 21950, giga_loss[loss=0.2319, simple_loss=0.3121, pruned_loss=0.07584, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03694, over 105.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3077, pruned_loss=0.07308, over 2472951.19 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06657, over 18319.39 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3063, pruned_loss=0.07655, over 2468415.38 frames. utt_duration=1225 frames, utt_pad_proportion=0.06826, over 8072.87 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3073, pruned_loss=0.07241, over 2473089.37 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06532, over 19309.60 utterances.], batch size: 105, lr: 4.22e-04
2022-08-25 03:57:37,164 INFO [train.py:927] (5/8) Epoch 8, batch 22000, giga_loss[loss=0.2351, simple_loss=0.3129, pruned_loss=0.07868, over 12382.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0519, over 161.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3086, pruned_loss=0.07295, over 2472248.59 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06355, over 17497.02 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3065, pruned_loss=0.07661, over 2468376.86 frames. utt_duration=1215 frames, utt_pad_proportion=0.07171, over 8139.37 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3082, pruned_loss=0.07233, over 2472446.13 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06132, over 18350.43 utterances.], batch size: 161, lr: 4.22e-04
2022-08-25 03:59:22,408 INFO [train.py:927] (5/8) Epoch 8, batch 22050, libri_loss[loss=0.2163, simple_loss=0.3001, pruned_loss=0.06623, over 12381.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008125, over 31.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3082, pruned_loss=0.07296, over 2472341.06 frames. utt_duration=582.5 frames, utt_pad_proportion=0.06342, over 17021.75 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3063, pruned_loss=0.07647, over 2468577.15 frames. utt_duration=1219 frames, utt_pad_proportion=0.07095, over 8113.41 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3081, pruned_loss=0.07254, over 2472356.27 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06191, over 17853.10 utterances.], batch size: 31, lr: 4.22e-04
2022-08-25 04:01:03,760 INFO [train.py:927] (5/8) Epoch 8, batch 22100, giga_loss[loss=0.209, simple_loss=0.296, pruned_loss=0.06102, over 12358.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.03212, over 51.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.307, pruned_loss=0.0727, over 2472162.99 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06189, over 16591.92 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3061, pruned_loss=0.0764, over 2468278.64 frames. utt_duration=1224 frames, utt_pad_proportion=0.06997, over 8077.38 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3071, pruned_loss=0.07238, over 2472507.11 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06108, over 17439.29 utterances.], batch size: 51, lr: 4.22e-04
2022-08-25 04:02:48,299 INFO [train.py:927] (5/8) Epoch 8, batch 22150, giga_loss[loss=0.2437, simple_loss=0.323, pruned_loss=0.08215, over 12449.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03701, over 37.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3067, pruned_loss=0.07257, over 2471509.61 frames. utt_duration=620.7 frames, utt_pad_proportion=0.05879, over 15965.05 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3058, pruned_loss=0.07632, over 2468385.25 frames. utt_duration=1226 frames, utt_pad_proportion=0.06976, over 8065.99 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3071, pruned_loss=0.07237, over 2471700.25 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05833, over 16673.86 utterances.], batch size: 37, lr: 4.22e-04
2022-08-25 04:04:30,611 INFO [train.py:927] (5/8) Epoch 8, batch 22200, libri_loss[loss=0.1966, simple_loss=0.274, pruned_loss=0.05954, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006192, over 31.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3064, pruned_loss=0.0722, over 2470881.84 frames. utt_duration=608.6 frames, utt_pad_proportion=0.06205, over 16280.79 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3056, pruned_loss=0.07646, over 2468160.96 frames. utt_duration=1232 frames, utt_pad_proportion=0.06886, over 8023.01 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3069, pruned_loss=0.07187, over 2471282.40 frames. utt_duration=582 frames, utt_pad_proportion=0.06188, over 17028.67 utterances.], batch size: 31, lr: 4.22e-04
2022-08-25 04:06:13,394 INFO [train.py:927] (5/8) Epoch 8, batch 22250, giga_loss[loss=0.2209, simple_loss=0.2951, pruned_loss=0.07334, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02897, over 45.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3045, pruned_loss=0.07114, over 2471036.05 frames. utt_duration=636.2 frames, utt_pad_proportion=0.05841, over 15573.49 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3053, pruned_loss=0.07634, over 2468231.76 frames. utt_duration=1235 frames, utt_pad_proportion=0.06821, over 8001.80 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3052, pruned_loss=0.07092, over 2471316.13 frames. utt_duration=608.3 frames, utt_pad_proportion=0.05866, over 16289.44 utterances.], batch size: 45, lr: 4.22e-04
2022-08-25 04:07:54,522 INFO [train.py:927] (5/8) Epoch 8, batch 22300, giga_loss[loss=0.2594, simple_loss=0.3329, pruned_loss=0.09296, over 12413.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.04011, over 123.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3026, pruned_loss=0.07055, over 2472007.96 frames. utt_duration=619.7 frames, utt_pad_proportion=0.06109, over 15995.85 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3057, pruned_loss=0.07668, over 2468308.24 frames. utt_duration=1228 frames, utt_pad_proportion=0.07153, over 8052.20 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3028, pruned_loss=0.06993, over 2472258.63 frames. utt_duration=593.4 frames, utt_pad_proportion=0.05958, over 16706.91 utterances.], batch size: 123, lr: 4.22e-04
2022-08-25 04:09:36,488 INFO [train.py:927] (5/8) Epoch 8, batch 22350, giga_loss[loss=0.2221, simple_loss=0.3038, pruned_loss=0.07023, over 12122.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04105, over 33.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.302, pruned_loss=0.07093, over 2471772.75 frames. utt_duration=625 frames, utt_pad_proportion=0.05932, over 15858.02 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.306, pruned_loss=0.07703, over 2468495.59 frames. utt_duration=1223 frames, utt_pad_proportion=0.07166, over 8080.38 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3017, pruned_loss=0.07001, over 2471830.75 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05801, over 16500.87 utterances.], batch size: 33, lr: 4.22e-04
2022-08-25 04:11:20,624 INFO [train.py:927] (5/8) Epoch 8, batch 22400, giga_loss[loss=0.1914, simple_loss=0.2816, pruned_loss=0.0506, over 12413.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.02886, over 62.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2987, pruned_loss=0.06931, over 2472326.75 frames. utt_duration=640.6 frames, utt_pad_proportion=0.05598, over 15474.04 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3061, pruned_loss=0.07695, over 2468807.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.07031, over 8054.61 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2982, pruned_loss=0.06848, over 2472149.61 frames. utt_duration=612.4 frames, utt_pad_proportion=0.05551, over 16186.52 utterances.], batch size: 62, lr: 4.22e-04
2022-08-25 04:13:01,366 INFO [train.py:927] (5/8) Epoch 8, batch 22450, giga_loss[loss=0.1749, simple_loss=0.2558, pruned_loss=0.04703, over 12460.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04256, over 31.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2948, pruned_loss=0.06746, over 2471063.41 frames. utt_duration=658.8 frames, utt_pad_proportion=0.05669, over 15037.71 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3063, pruned_loss=0.07704, over 2468518.23 frames. utt_duration=1230 frames, utt_pad_proportion=0.06924, over 8038.22 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.294, pruned_loss=0.06652, over 2471239.37 frames. utt_duration=627.9 frames, utt_pad_proportion=0.0566, over 15780.96 utterances.], batch size: 31, lr: 4.22e-04
2022-08-25 04:14:43,301 INFO [train.py:927] (5/8) Epoch 8, batch 22500, giga_loss[loss=0.1929, simple_loss=0.2652, pruned_loss=0.06031, over 12443.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03677, over 37.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2954, pruned_loss=0.06738, over 2471839.42 frames. utt_duration=621.4 frames, utt_pad_proportion=0.0577, over 15949.52 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3066, pruned_loss=0.07753, over 2468566.87 frames. utt_duration=1222 frames, utt_pad_proportion=0.07227, over 8091.56 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2943, pruned_loss=0.06598, over 2471974.64 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05594, over 16650.51 utterances.], batch size: 37, lr: 4.22e-04
2022-08-25 04:16:24,509 INFO [train.py:927] (5/8) Epoch 8, batch 22550, giga_loss[loss=0.1786, simple_loss=0.2806, pruned_loss=0.03827, over 12437.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03253, over 75.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2976, pruned_loss=0.06802, over 2472557.96 frames. utt_duration=572.2 frames, utt_pad_proportion=0.06383, over 17329.03 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3065, pruned_loss=0.0776, over 2468416.92 frames. utt_duration=1222 frames, utt_pad_proportion=0.07188, over 8090.33 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2966, pruned_loss=0.06665, over 2472866.41 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06232, over 18062.06 utterances.], batch size: 75, lr: 4.22e-04
2022-08-25 04:18:04,555 INFO [train.py:927] (5/8) Epoch 8, batch 22600, giga_loss[loss=0.2055, simple_loss=0.2826, pruned_loss=0.06424, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02625, over 45.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2975, pruned_loss=0.067, over 2473584.32 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06236, over 18198.07 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3063, pruned_loss=0.07747, over 2468515.14 frames. utt_duration=1226 frames, utt_pad_proportion=0.0711, over 8062.60 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2968, pruned_loss=0.06585, over 2473825.10 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06152, over 18983.40 utterances.], batch size: 45, lr: 4.22e-04
2022-08-25 04:19:47,491 INFO [train.py:927] (5/8) Epoch 8, batch 22650, giga_loss[loss=0.2607, simple_loss=0.3296, pruned_loss=0.0959, over 12450.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.02914, over 55.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2973, pruned_loss=0.0663, over 2473724.07 frames. utt_duration=549.4 frames, utt_pad_proportion=0.0582, over 18059.41 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.306, pruned_loss=0.07736, over 2468688.40 frames. utt_duration=1229 frames, utt_pad_proportion=0.07033, over 8042.80 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2969, pruned_loss=0.06536, over 2473809.97 frames. utt_duration=526.9 frames, utt_pad_proportion=0.05792, over 18833.73 utterances.], batch size: 55, lr: 4.22e-04
2022-08-25 04:21:29,942 INFO [train.py:927] (5/8) Epoch 8, batch 22700, giga_loss[loss=0.1918, simple_loss=0.2746, pruned_loss=0.05447, over 12482.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03201, over 43.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2989, pruned_loss=0.06729, over 2474581.26 frames. utt_duration=558.8 frames, utt_pad_proportion=0.05571, over 17759.96 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3067, pruned_loss=0.07773, over 2468879.49 frames. utt_duration=1235 frames, utt_pad_proportion=0.06897, over 8005.00 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2977, pruned_loss=0.06593, over 2474626.29 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05598, over 18683.05 utterances.], batch size: 43, lr: 4.22e-04
2022-08-25 04:23:10,343 INFO [train.py:927] (5/8) Epoch 8, batch 22750, giga_loss[loss=0.2042, simple_loss=0.2838, pruned_loss=0.06232, over 12336.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02794, over 48.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2998, pruned_loss=0.06752, over 2473884.31 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05365, over 17132.43 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3064, pruned_loss=0.07752, over 2468709.98 frames. utt_duration=1238 frames, utt_pad_proportion=0.06848, over 7987.99 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2991, pruned_loss=0.06654, over 2474129.98 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05412, over 17961.20 utterances.], batch size: 48, lr: 4.22e-04
2022-08-25 04:24:53,636 INFO [train.py:927] (5/8) Epoch 8, batch 22800, giga_loss[loss=0.2071, simple_loss=0.2955, pruned_loss=0.05938, over 12330.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03364, over 97.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3005, pruned_loss=0.06783, over 2473246.59 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05568, over 16967.29 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3061, pruned_loss=0.07725, over 2468121.79 frames. utt_duration=1236 frames, utt_pad_proportion=0.06804, over 7997.61 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3, pruned_loss=0.06695, over 2474189.79 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05591, over 17969.41 utterances.], batch size: 97, lr: 4.22e-04
2022-08-25 04:26:33,872 INFO [train.py:927] (5/8) Epoch 8, batch 22850, libri_loss[loss=0.2355, simple_loss=0.3095, pruned_loss=0.08072, over 12364.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01132, over 38.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3012, pruned_loss=0.06794, over 2474195.64 frames. utt_duration=588.4 frames, utt_pad_proportion=0.05615, over 16862.54 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3062, pruned_loss=0.07725, over 2468411.16 frames. utt_duration=1239 frames, utt_pad_proportion=0.06672, over 7975.92 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3006, pruned_loss=0.06701, over 2474800.10 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05679, over 17899.72 utterances.], batch size: 38, lr: 4.22e-04
2022-08-25 04:28:15,307 INFO [train.py:927] (5/8) Epoch 8, batch 22900, libri_loss[loss=0.2132, simple_loss=0.2835, pruned_loss=0.07149, over 12180.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006134, over 33.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.299, pruned_loss=0.06687, over 2473628.92 frames. utt_duration=600.8 frames, utt_pad_proportion=0.05523, over 16510.30 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3061, pruned_loss=0.07718, over 2468286.72 frames. utt_duration=1244 frames, utt_pad_proportion=0.06544, over 7945.82 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2986, pruned_loss=0.06598, over 2474354.93 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05622, over 17559.41 utterances.], batch size: 33, lr: 4.22e-04
2022-08-25 04:29:55,895 INFO [train.py:927] (5/8) Epoch 8, batch 22950, giga_loss[loss=0.1985, simple_loss=0.2922, pruned_loss=0.05234, over 12432.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03262, over 75.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2983, pruned_loss=0.06648, over 2473627.34 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05995, over 17359.85 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3068, pruned_loss=0.07768, over 2468641.95 frames. utt_duration=1242 frames, utt_pad_proportion=0.06517, over 7961.70 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2971, pruned_loss=0.06514, over 2473988.58 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06054, over 18334.34 utterances.], batch size: 75, lr: 4.21e-04
2022-08-25 04:31:35,097 INFO [train.py:927] (5/8) Epoch 8, batch 23000, libri_loss[loss=0.2769, simple_loss=0.3397, pruned_loss=0.107, over 12486.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006756, over 36.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2989, pruned_loss=0.06663, over 2473762.33 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06095, over 17513.29 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3065, pruned_loss=0.07781, over 2468585.01 frames. utt_duration=1247 frames, utt_pad_proportion=0.06329, over 7930.96 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2979, pruned_loss=0.06497, over 2474293.28 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06206, over 18694.46 utterances.], batch size: 36, lr: 4.21e-04
2022-08-25 04:33:14,926 INFO [train.py:927] (5/8) Epoch 8, batch 23050, giga_loss[loss=0.2035, simple_loss=0.2905, pruned_loss=0.05823, over 12387.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02652, over 91.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2996, pruned_loss=0.06765, over 2474139.83 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06519, over 17919.79 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3067, pruned_loss=0.07821, over 2468545.62 frames. utt_duration=1227 frames, utt_pad_proportion=0.07021, over 8056.36 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2983, pruned_loss=0.06555, over 2474767.83 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06318, over 19114.47 utterances.], batch size: 91, lr: 4.21e-04
2022-08-25 04:34:55,836 INFO [train.py:927] (5/8) Epoch 8, batch 23100, giga_loss[loss=0.2494, simple_loss=0.3101, pruned_loss=0.09434, over 12336.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1937, over 364.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2977, pruned_loss=0.06774, over 2473725.83 frames. utt_duration=555 frames, utt_pad_proportion=0.06485, over 17875.39 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3065, pruned_loss=0.07815, over 2468403.62 frames. utt_duration=1231 frames, utt_pad_proportion=0.06902, over 8029.27 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2967, pruned_loss=0.06589, over 2474473.65 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06366, over 19066.61 utterances.], batch size: 364, lr: 4.21e-04
2022-08-25 04:36:38,554 INFO [train.py:927] (5/8) Epoch 8, batch 23150, giga_loss[loss=0.2038, simple_loss=0.2911, pruned_loss=0.05829, over 12470.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03281, over 86.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2954, pruned_loss=0.06715, over 2473928.70 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06191, over 17244.69 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3069, pruned_loss=0.07847, over 2468448.14 frames. utt_duration=1221 frames, utt_pad_proportion=0.07183, over 8095.75 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.294, pruned_loss=0.06519, over 2474567.98 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05971, over 18286.60 utterances.], batch size: 86, lr: 4.21e-04
2022-08-25 04:38:17,862 INFO [train.py:927] (5/8) Epoch 8, batch 23200, giga_loss[loss=0.2068, simple_loss=0.2822, pruned_loss=0.06575, over 12318.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03405, over 51.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2919, pruned_loss=0.06569, over 2473631.26 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06133, over 17127.88 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3064, pruned_loss=0.07831, over 2468672.40 frames. utt_duration=1226 frames, utt_pad_proportion=0.07096, over 8063.08 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2911, pruned_loss=0.06408, over 2474030.63 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05988, over 18138.88 utterances.], batch size: 51, lr: 4.21e-04
2022-08-25 04:39:56,497 INFO [train.py:927] (5/8) Epoch 8, batch 23250, giga_loss[loss=0.2005, simple_loss=0.2816, pruned_loss=0.05973, over 12451.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03698, over 105.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2895, pruned_loss=0.06473, over 2473690.71 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05991, over 16912.87 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3064, pruned_loss=0.07807, over 2468190.82 frames. utt_duration=1235 frames, utt_pad_proportion=0.06935, over 8000.88 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2883, pruned_loss=0.06322, over 2474596.97 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05933, over 18069.06 utterances.], batch size: 105, lr: 4.21e-04
2022-08-25 04:41:38,598 INFO [train.py:927] (5/8) Epoch 8, batch 23300, giga_loss[loss=0.1789, simple_loss=0.2616, pruned_loss=0.04811, over 12372.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.02714, over 62.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2911, pruned_loss=0.06507, over 2473996.45 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06394, over 17582.91 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3063, pruned_loss=0.07801, over 2468546.19 frames. utt_duration=1237 frames, utt_pad_proportion=0.0685, over 7992.90 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.29, pruned_loss=0.06376, over 2474478.79 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06355, over 18617.87 utterances.], batch size: 62, lr: 4.21e-04
2022-08-25 04:43:19,542 INFO [train.py:927] (5/8) Epoch 8, batch 23350, giga_loss[loss=0.2131, simple_loss=0.3021, pruned_loss=0.06208, over 12376.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03342, over 104.00 utterances.], tot_loss[loss=0.213, simple_loss=0.294, pruned_loss=0.06603, over 2474174.75 frames. utt_duration=563 frames, utt_pad_proportion=0.06286, over 17626.69 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3064, pruned_loss=0.07804, over 2468804.90 frames. utt_duration=1238 frames, utt_pad_proportion=0.06746, over 7987.25 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2926, pruned_loss=0.06457, over 2474510.12 frames. utt_duration=528.9 frames, utt_pad_proportion=0.063, over 18767.12 utterances.], batch size: 104, lr: 4.21e-04
2022-08-25 04:45:01,408 INFO [train.py:927] (5/8) Epoch 8, batch 23400, giga_loss[loss=0.2042, simple_loss=0.2905, pruned_loss=0.059, over 12372.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2957, pruned_loss=0.06671, over 2473949.02 frames. utt_duration=566.8 frames, utt_pad_proportion=0.0595, over 17504.63 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3066, pruned_loss=0.07815, over 2469010.39 frames. utt_duration=1239 frames, utt_pad_proportion=0.06612, over 7979.68 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2942, pruned_loss=0.0652, over 2474145.48 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06024, over 18627.33 utterances.], batch size: 70, lr: 4.21e-04
2022-08-25 04:46:48,227 INFO [train.py:927] (5/8) Epoch 8, batch 23450, giga_loss[loss=0.2368, simple_loss=0.3191, pruned_loss=0.07723, over 12457.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03043, over 80.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3018, pruned_loss=0.07098, over 2473958.71 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06098, over 17706.52 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3064, pruned_loss=0.07792, over 2468987.77 frames. utt_duration=1241 frames, utt_pad_proportion=0.06547, over 7968.41 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3005, pruned_loss=0.06972, over 2474265.21 frames. utt_duration=526 frames, utt_pad_proportion=0.06171, over 18869.06 utterances.], batch size: 80, lr: 4.21e-04
2022-08-25 04:48:37,059 INFO [train.py:927] (5/8) Epoch 8, batch 23500, giga_loss[loss=0.2356, simple_loss=0.3201, pruned_loss=0.07551, over 12369.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02838, over 66.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3092, pruned_loss=0.07602, over 2474797.82 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06437, over 18789.17 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3066, pruned_loss=0.07803, over 2469344.01 frames. utt_duration=1245 frames, utt_pad_proportion=0.06444, over 7946.24 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.308, pruned_loss=0.07485, over 2474823.10 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06508, over 19917.87 utterances.], batch size: 66, lr: 4.21e-04
2022-08-25 04:50:22,417 INFO [train.py:927] (5/8) Epoch 8, batch 23550, libri_loss[loss=0.2032, simple_loss=0.291, pruned_loss=0.05771, over 12284.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.0057, over 32.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3183, pruned_loss=0.08311, over 2475691.30 frames. utt_duration=502 frames, utt_pad_proportion=0.06415, over 19787.08 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3066, pruned_loss=0.07787, over 2469420.74 frames. utt_duration=1246 frames, utt_pad_proportion=0.06383, over 7935.03 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3175, pruned_loss=0.08241, over 2475736.24 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06492, over 20857.46 utterances.], batch size: 32, lr: 4.21e-04
2022-08-25 04:52:07,990 INFO [train.py:927] (5/8) Epoch 8, batch 23600, giga_loss[loss=0.2421, simple_loss=0.3116, pruned_loss=0.0863, over 12393.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.0411, over 34.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3231, pruned_loss=0.08722, over 2475317.89 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07089, over 20636.42 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3069, pruned_loss=0.07779, over 2469320.81 frames. utt_duration=1249 frames, utt_pad_proportion=0.06312, over 7915.08 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3224, pruned_loss=0.08687, over 2475532.22 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07147, over 21681.77 utterances.], batch size: 34, lr: 4.21e-04
2022-08-25 04:53:54,969 INFO [train.py:927] (5/8) Epoch 8, batch 23650, giga_loss[loss=0.2957, simple_loss=0.3633, pruned_loss=0.114, over 12368.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0405, over 113.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3284, pruned_loss=0.09232, over 2475672.83 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08108, over 21890.01 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3072, pruned_loss=0.07808, over 2469558.25 frames. utt_duration=1238 frames, utt_pad_proportion=0.0661, over 7987.88 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3279, pruned_loss=0.09203, over 2475740.90 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08033, over 22911.99 utterances.], batch size: 113, lr: 4.21e-04
2022-08-25 04:55:44,831 INFO [train.py:927] (5/8) Epoch 8, batch 23700, giga_loss[loss=0.2581, simple_loss=0.3362, pruned_loss=0.09002, over 12260.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02837, over 54.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3299, pruned_loss=0.0934, over 2475025.96 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07873, over 20846.25 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3072, pruned_loss=0.07799, over 2469442.30 frames. utt_duration=1236 frames, utt_pad_proportion=0.06568, over 7999.08 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3301, pruned_loss=0.09357, over 2475328.18 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07847, over 21953.47 utterances.], batch size: 54, lr: 4.21e-04
2022-08-25 04:57:29,344 INFO [train.py:927] (5/8) Epoch 8, batch 23750, giga_loss[loss=0.2744, simple_loss=0.3514, pruned_loss=0.09871, over 12366.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02813, over 91.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3294, pruned_loss=0.09324, over 2474807.19 frames. utt_duration=463.9 frames, utt_pad_proportion=0.08221, over 21406.45 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3071, pruned_loss=0.07792, over 2469482.80 frames. utt_duration=1237 frames, utt_pad_proportion=0.06496, over 7993.17 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3299, pruned_loss=0.09366, over 2475077.08 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08221, over 22478.00 utterances.], batch size: 91, lr: 4.21e-04
2022-08-25 04:59:12,520 INFO [train.py:927] (5/8) Epoch 8, batch 23800, giga_loss[loss=0.2383, simple_loss=0.3282, pruned_loss=0.07424, over 12291.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02562, over 54.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.331, pruned_loss=0.09386, over 2474946.48 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07954, over 21255.45 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3068, pruned_loss=0.07773, over 2469677.74 frames. utt_duration=1240 frames, utt_pad_proportion=0.06395, over 7973.42 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.332, pruned_loss=0.09464, over 2475080.73 frames. utt_duration=444.1 frames, utt_pad_proportion=0.0801, over 22364.59 utterances.], batch size: 54, lr: 4.21e-04
2022-08-25 05:01:01,042 INFO [train.py:927] (5/8) Epoch 8, batch 23850, giga_loss[loss=0.315, simple_loss=0.3622, pruned_loss=0.1339, over 12379.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1017, over 257.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.33, pruned_loss=0.09268, over 2474676.05 frames. utt_duration=461.5 frames, utt_pad_proportion=0.0816, over 21518.46 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3069, pruned_loss=0.078, over 2469954.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.06807, over 8052.82 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3313, pruned_loss=0.09343, over 2474635.37 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08092, over 22643.14 utterances.], batch size: 257, lr: 4.21e-04
2022-08-25 05:02:49,408 INFO [train.py:927] (5/8) Epoch 8, batch 23900, giga_loss[loss=0.2267, simple_loss=0.3061, pruned_loss=0.07362, over 12352.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03045, over 58.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3294, pruned_loss=0.0913, over 2474362.27 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08137, over 22081.26 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3072, pruned_loss=0.07814, over 2469779.55 frames. utt_duration=1228 frames, utt_pad_proportion=0.06782, over 8056.23 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3304, pruned_loss=0.0919, over 2474544.91 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08097, over 23087.00 utterances.], batch size: 58, lr: 4.21e-04
2022-08-25 05:04:34,744 INFO [train.py:927] (5/8) Epoch 8, batch 23950, giga_loss[loss=0.2728, simple_loss=0.3466, pruned_loss=0.09948, over 12371.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06494, over 183.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3276, pruned_loss=0.0896, over 2474514.40 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07874, over 21772.28 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.308, pruned_loss=0.07839, over 2469940.34 frames. utt_duration=1219 frames, utt_pad_proportion=0.0702, over 8115.24 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3283, pruned_loss=0.09024, over 2474654.00 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07799, over 22950.48 utterances.], batch size: 183, lr: 4.20e-04
2022-08-25 05:06:22,907 INFO [train.py:927] (5/8) Epoch 8, batch 24000, giga_loss[loss=0.324, simple_loss=0.3568, pruned_loss=0.1456, over 12350.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.215, over 374.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3268, pruned_loss=0.08938, over 2474544.20 frames. utt_duration=448.8 frames, utt_pad_proportion=0.0809, over 22124.71 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.308, pruned_loss=0.07846, over 2469767.85 frames. utt_duration=1211 frames, utt_pad_proportion=0.07332, over 8168.13 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3277, pruned_loss=0.08999, over 2474877.35 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07925, over 23236.53 utterances.], batch size: 374, lr: 4.20e-04
2022-08-25 05:06:22,909 INFO [train.py:958] (5/8) Computing validation loss
2022-08-25 05:06:38,044 INFO [train.py:967] (5/8) 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] (5/8) Epoch 8, batch 24050, giga_loss[loss=0.2486, simple_loss=0.338, pruned_loss=0.07959, over 12370.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04685, over 146.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3247, pruned_loss=0.08688, over 2473614.48 frames. utt_duration=480 frames, utt_pad_proportion=0.07559, over 20675.61 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.308, pruned_loss=0.07853, over 2469508.94 frames. utt_duration=1213 frames, utt_pad_proportion=0.07223, over 8151.93 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3259, pruned_loss=0.08752, over 2474203.16 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07485, over 21863.55 utterances.], batch size: 146, lr: 4.20e-04
2022-08-25 05:10:14,799 INFO [train.py:927] (5/8) Epoch 8, batch 24100, giga_loss[loss=0.245, simple_loss=0.3245, pruned_loss=0.0828, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02962, over 91.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3243, pruned_loss=0.08504, over 2473553.11 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07238, over 19684.56 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3078, pruned_loss=0.0784, over 2469805.61 frames. utt_duration=1211 frames, utt_pad_proportion=0.07151, over 8171.29 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3259, pruned_loss=0.0859, over 2473882.83 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07215, over 21005.49 utterances.], batch size: 91, lr: 4.20e-04
2022-08-25 05:12:01,503 INFO [train.py:927] (5/8) Epoch 8, batch 24150, libri_loss[loss=0.2503, simple_loss=0.3279, pruned_loss=0.0863, over 12374.00 frames. utt_duration=953.5 frames, utt_pad_proportion=0.07517, over 52.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3245, pruned_loss=0.0856, over 2473900.68 frames. utt_duration=502.4 frames, utt_pad_proportion=0.07025, over 19752.77 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3078, pruned_loss=0.07853, over 2469659.06 frames. utt_duration=1213 frames, utt_pad_proportion=0.07089, over 8157.17 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.326, pruned_loss=0.08627, over 2474347.94 frames. utt_duration=472.3 frames, utt_pad_proportion=0.0704, over 21020.16 utterances.], batch size: 52, lr: 4.20e-04
2022-08-25 05:13:49,856 INFO [train.py:927] (5/8) Epoch 8, batch 24200, giga_loss[loss=0.2415, simple_loss=0.3164, pruned_loss=0.08331, over 12489.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03423, over 37.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3227, pruned_loss=0.08562, over 2474200.51 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06786, over 19927.33 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3076, pruned_loss=0.0784, over 2469592.17 frames. utt_duration=1216 frames, utt_pad_proportion=0.07044, over 8134.66 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3242, pruned_loss=0.08633, over 2474658.18 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06825, over 21046.34 utterances.], batch size: 37, lr: 4.20e-04
2022-08-25 05:15:37,718 INFO [train.py:927] (5/8) Epoch 8, batch 24250, giga_loss[loss=0.243, simple_loss=0.327, pruned_loss=0.07951, over 12449.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03648, over 133.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3217, pruned_loss=0.08452, over 2473521.71 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07059, over 19868.14 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3069, pruned_loss=0.07808, over 2469298.67 frames. utt_duration=1223 frames, utt_pad_proportion=0.06922, over 8087.76 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3238, pruned_loss=0.08551, over 2474233.88 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07116, over 21045.81 utterances.], batch size: 133, lr: 4.20e-04
2022-08-25 05:17:22,966 INFO [train.py:927] (5/8) Epoch 8, batch 24300, giga_loss[loss=0.2712, simple_loss=0.339, pruned_loss=0.1017, over 12428.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04898, over 161.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3216, pruned_loss=0.08403, over 2473986.96 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06997, over 20134.12 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3071, pruned_loss=0.07821, over 2469510.84 frames. utt_duration=1221 frames, utt_pad_proportion=0.06916, over 8100.51 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3233, pruned_loss=0.08476, over 2474428.01 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07045, over 21201.42 utterances.], batch size: 161, lr: 4.20e-04
2022-08-25 05:19:09,012 INFO [train.py:927] (5/8) Epoch 8, batch 24350, giga_loss[loss=0.2731, simple_loss=0.3455, pruned_loss=0.1003, over 12410.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03583, over 105.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3196, pruned_loss=0.08325, over 2473367.40 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06744, over 19744.75 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3073, pruned_loss=0.07835, over 2469076.49 frames. utt_duration=1223 frames, utt_pad_proportion=0.06842, over 8085.76 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.321, pruned_loss=0.08379, over 2474177.80 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06823, over 20819.72 utterances.], batch size: 105, lr: 4.20e-04
2022-08-25 05:20:57,561 INFO [train.py:927] (5/8) Epoch 8, batch 24400, libri_loss[loss=0.2151, simple_loss=0.2958, pruned_loss=0.06724, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01356, over 40.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3184, pruned_loss=0.08315, over 2474181.25 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07141, over 20349.88 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.307, pruned_loss=0.07807, over 2469209.15 frames. utt_duration=1225 frames, utt_pad_proportion=0.06744, over 8072.11 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3201, pruned_loss=0.08396, over 2474784.50 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07225, over 21456.94 utterances.], batch size: 40, lr: 4.20e-04
2022-08-25 05:22:44,787 INFO [train.py:927] (5/8) Epoch 8, batch 24450, giga_loss[loss=0.264, simple_loss=0.3336, pruned_loss=0.09719, over 12369.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04024, over 145.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3157, pruned_loss=0.08155, over 2474140.08 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07174, over 20164.09 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3066, pruned_loss=0.07784, over 2469054.66 frames. utt_duration=1227 frames, utt_pad_proportion=0.06648, over 8059.86 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3176, pruned_loss=0.08252, over 2474902.38 frames. utt_duration=463 frames, utt_pad_proportion=0.07285, over 21447.93 utterances.], batch size: 145, lr: 4.20e-04
2022-08-25 05:24:32,092 INFO [train.py:927] (5/8) Epoch 8, batch 24500, giga_loss[loss=0.2053, simple_loss=0.2925, pruned_loss=0.05909, over 12376.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.028, over 70.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3157, pruned_loss=0.08154, over 2473935.16 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06902, over 20222.76 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3061, pruned_loss=0.07768, over 2468758.71 frames. utt_duration=1233 frames, utt_pad_proportion=0.06505, over 8015.61 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.318, pruned_loss=0.08259, over 2474955.83 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07059, over 21631.54 utterances.], batch size: 70, lr: 4.20e-04
2022-08-25 05:26:16,636 INFO [train.py:927] (5/8) Epoch 8, batch 24550, giga_loss[loss=0.2431, simple_loss=0.3233, pruned_loss=0.08143, over 12440.00 frames. utt_duration=906.1 frames, utt_pad_proportion=0.03199, over 55.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3161, pruned_loss=0.08081, over 2474027.96 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06721, over 19858.67 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3063, pruned_loss=0.07762, over 2468882.38 frames. utt_duration=1235 frames, utt_pad_proportion=0.06427, over 8004.42 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3178, pruned_loss=0.08174, over 2474799.10 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06886, over 21144.61 utterances.], batch size: 55, lr: 4.20e-04
2022-08-25 05:28:02,162 INFO [train.py:927] (5/8) Epoch 8, batch 24600, giga_loss[loss=0.4204, simple_loss=0.449, pruned_loss=0.1959, over 12400.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3185, pruned_loss=0.08284, over 2473926.99 frames. utt_duration=491.7 frames, utt_pad_proportion=0.0722, over 20183.59 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3066, pruned_loss=0.07788, over 2468850.73 frames. utt_duration=1235 frames, utt_pad_proportion=0.06308, over 8006.03 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3199, pruned_loss=0.08344, over 2474709.06 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07366, over 21523.32 utterances.], batch size: 259, lr: 4.20e-04
2022-08-25 05:29:48,185 INFO [train.py:927] (5/8) Epoch 8, batch 24650, giga_loss[loss=0.223, simple_loss=0.2998, pruned_loss=0.07309, over 12130.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03512, over 30.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3193, pruned_loss=0.08363, over 2473853.57 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07077, over 19577.09 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3075, pruned_loss=0.07795, over 2469076.63 frames. utt_duration=1223 frames, utt_pad_proportion=0.06605, over 8082.53 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3199, pruned_loss=0.08416, over 2474385.98 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07111, over 20837.90 utterances.], batch size: 30, lr: 4.20e-04
2022-08-25 05:31:34,184 INFO [train.py:927] (5/8) Epoch 8, batch 24700, giga_loss[loss=0.2281, simple_loss=0.3117, pruned_loss=0.07229, over 12426.00 frames. utt_duration=711.6 frames, utt_pad_proportion=0.02393, over 70.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3191, pruned_loss=0.08437, over 2474257.71 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06727, over 19490.91 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3069, pruned_loss=0.07757, over 2468963.48 frames. utt_duration=1228 frames, utt_pad_proportion=0.06472, over 8054.33 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3204, pruned_loss=0.08528, over 2474915.55 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06822, over 20830.70 utterances.], batch size: 70, lr: 4.20e-04
2022-08-25 05:33:18,159 INFO [train.py:927] (5/8) Epoch 8, batch 24750, giga_loss[loss=0.2446, simple_loss=0.3267, pruned_loss=0.08122, over 12367.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03239, over 62.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3182, pruned_loss=0.08401, over 2473479.49 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06955, over 19277.01 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3066, pruned_loss=0.0775, over 2468528.53 frames. utt_duration=1224 frames, utt_pad_proportion=0.06655, over 8079.71 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.32, pruned_loss=0.08507, over 2474579.87 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06957, over 20758.43 utterances.], batch size: 62, lr: 4.20e-04
2022-08-25 05:35:00,897 INFO [train.py:927] (5/8) Epoch 8, batch 24800, giga_loss[loss=0.233, simple_loss=0.3057, pruned_loss=0.08014, over 12383.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.02924, over 51.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3184, pruned_loss=0.08283, over 2473519.84 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06536, over 19290.28 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3068, pruned_loss=0.07768, over 2468732.61 frames. utt_duration=1226 frames, utt_pad_proportion=0.06551, over 8063.19 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3199, pruned_loss=0.08363, over 2474301.84 frames. utt_duration=479.8 frames, utt_pad_proportion=0.066, over 20692.99 utterances.], batch size: 51, lr: 4.20e-04
2022-08-25 05:36:49,144 INFO [train.py:927] (5/8) Epoch 8, batch 24850, libri_loss[loss=0.2019, simple_loss=0.2856, pruned_loss=0.0591, over 12178.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006277, over 33.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3162, pruned_loss=0.08246, over 2473223.16 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06769, over 19581.25 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3057, pruned_loss=0.07701, over 2468290.75 frames. utt_duration=1228 frames, utt_pad_proportion=0.06459, over 8046.77 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.319, pruned_loss=0.084, over 2474518.33 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06838, over 21324.01 utterances.], batch size: 33, lr: 4.20e-04
2022-08-25 05:38:33,544 INFO [train.py:927] (5/8) Epoch 8, batch 24900, giga_loss[loss=0.3087, simple_loss=0.3662, pruned_loss=0.1255, over 12395.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03989, over 133.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3176, pruned_loss=0.08361, over 2474084.97 frames. utt_duration=500 frames, utt_pad_proportion=0.06986, over 19851.09 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3058, pruned_loss=0.07708, over 2468439.67 frames. utt_duration=1230 frames, utt_pad_proportion=0.0636, over 8036.98 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3199, pruned_loss=0.08486, over 2475066.90 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07061, over 21443.85 utterances.], batch size: 133, lr: 4.20e-04
2022-08-25 05:40:22,503 INFO [train.py:927] (5/8) Epoch 8, batch 24950, giga_loss[loss=0.2753, simple_loss=0.3504, pruned_loss=0.1001, over 12367.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06593, over 183.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3221, pruned_loss=0.08499, over 2474644.03 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07312, over 21186.11 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3059, pruned_loss=0.07716, over 2468411.41 frames. utt_duration=1229 frames, utt_pad_proportion=0.06373, over 8042.41 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.324, pruned_loss=0.08599, over 2475533.75 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07345, over 22590.41 utterances.], batch size: 183, lr: 4.19e-04
2022-08-25 05:42:06,976 INFO [train.py:927] (5/8) Epoch 8, batch 25000, giga_loss[loss=0.2494, simple_loss=0.3208, pruned_loss=0.08894, over 12391.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03542, over 80.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3244, pruned_loss=0.08652, over 2475156.47 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07391, over 21138.55 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3063, pruned_loss=0.0773, over 2468726.19 frames. utt_duration=1221 frames, utt_pad_proportion=0.06754, over 8096.30 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3259, pruned_loss=0.08739, over 2475752.88 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07291, over 22549.96 utterances.], batch size: 80, lr: 4.19e-04
2022-08-25 05:43:49,977 INFO [train.py:927] (5/8) Epoch 8, batch 25050, giga_loss[loss=0.2272, simple_loss=0.3067, pruned_loss=0.0739, over 12445.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.02939, over 55.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3238, pruned_loss=0.08676, over 2473692.91 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07426, over 20736.94 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3063, pruned_loss=0.07738, over 2467688.10 frames. utt_duration=1226 frames, utt_pad_proportion=0.06605, over 8060.18 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3258, pruned_loss=0.08778, over 2475413.34 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07399, over 22460.60 utterances.], batch size: 55, lr: 4.19e-04
2022-08-25 05:45:35,846 INFO [train.py:927] (5/8) Epoch 8, batch 25100, giga_loss[loss=0.2058, simple_loss=0.2922, pruned_loss=0.05971, over 12371.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03128, over 97.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.322, pruned_loss=0.08593, over 2474274.64 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07346, over 20582.47 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3061, pruned_loss=0.07716, over 2467647.84 frames. utt_duration=1222 frames, utt_pad_proportion=0.0678, over 8088.76 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3244, pruned_loss=0.0873, over 2475941.02 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07275, over 22406.22 utterances.], batch size: 97, lr: 4.19e-04
2022-08-25 05:47:20,867 INFO [train.py:927] (5/8) Epoch 8, batch 25150, giga_loss[loss=0.2123, simple_loss=0.2892, pruned_loss=0.06769, over 12408.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.04142, over 40.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3206, pruned_loss=0.08568, over 2474654.63 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07288, over 20286.88 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.306, pruned_loss=0.07692, over 2467777.39 frames. utt_duration=1226 frames, utt_pad_proportion=0.066, over 8062.71 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3233, pruned_loss=0.0873, over 2476141.37 frames. utt_duration=447 frames, utt_pad_proportion=0.07303, over 22231.28 utterances.], batch size: 40, lr: 4.19e-04
2022-08-25 05:49:06,536 INFO [train.py:927] (5/8) Epoch 8, batch 25200, giga_loss[loss=0.2547, simple_loss=0.3295, pruned_loss=0.08997, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3206, pruned_loss=0.08632, over 2474915.24 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07451, over 20771.45 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3062, pruned_loss=0.07728, over 2467668.51 frames. utt_duration=1228 frames, utt_pad_proportion=0.06525, over 8045.88 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3227, pruned_loss=0.08739, over 2476277.76 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07479, over 22494.02 utterances.], batch size: 97, lr: 4.19e-04
2022-08-25 05:50:49,706 INFO [train.py:927] (5/8) Epoch 8, batch 25250, libri_loss[loss=0.2487, simple_loss=0.3321, pruned_loss=0.08265, over 12209.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03043, over 45.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3208, pruned_loss=0.08673, over 2474922.46 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07178, over 20671.47 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3065, pruned_loss=0.07732, over 2467570.30 frames. utt_duration=1225 frames, utt_pad_proportion=0.06524, over 8067.15 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3223, pruned_loss=0.08767, over 2476205.39 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07222, over 22196.70 utterances.], batch size: 45, lr: 4.19e-04
2022-08-25 05:52:34,764 INFO [train.py:927] (5/8) Epoch 8, batch 25300, giga_loss[loss=0.2236, simple_loss=0.3097, pruned_loss=0.06878, over 12313.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03554, over 58.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3226, pruned_loss=0.08665, over 2474145.78 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06986, over 20276.07 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3069, pruned_loss=0.07701, over 2467355.37 frames. utt_duration=1229 frames, utt_pad_proportion=0.06425, over 8042.00 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3238, pruned_loss=0.08784, over 2475479.25 frames. utt_duration=457 frames, utt_pad_proportion=0.0707, over 21735.23 utterances.], batch size: 58, lr: 4.19e-04
2022-08-25 05:54:20,765 INFO [train.py:927] (5/8) Epoch 8, batch 25350, giga_loss[loss=0.2353, simple_loss=0.343, pruned_loss=0.06376, over 12360.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03186, over 58.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3239, pruned_loss=0.08805, over 2473896.73 frames. utt_duration=485 frames, utt_pad_proportion=0.07172, over 20466.73 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3072, pruned_loss=0.07714, over 2467516.35 frames. utt_duration=1230 frames, utt_pad_proportion=0.06234, over 8034.19 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3253, pruned_loss=0.08937, over 2475111.44 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07307, over 22195.75 utterances.], batch size: 58, lr: 4.19e-04
2022-08-25 05:56:05,009 INFO [train.py:927] (5/8) Epoch 8, batch 25400, giga_loss[loss=0.3211, simple_loss=0.3833, pruned_loss=0.1295, over 12387.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06413, over 183.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3255, pruned_loss=0.08741, over 2473657.72 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07405, over 20833.19 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3069, pruned_loss=0.07704, over 2467207.12 frames. utt_duration=1234 frames, utt_pad_proportion=0.06144, over 8005.76 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3272, pruned_loss=0.08872, over 2475019.27 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07532, over 22469.97 utterances.], batch size: 183, lr: 4.19e-04
2022-08-25 05:57:49,817 INFO [train.py:927] (5/8) Epoch 8, batch 25450, libri_loss[loss=0.232, simple_loss=0.2967, pruned_loss=0.08364, over 12459.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008229, over 39.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3271, pruned_loss=0.08837, over 2474309.29 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07533, over 20845.66 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3066, pruned_loss=0.07697, over 2467576.93 frames. utt_duration=1237 frames, utt_pad_proportion=0.05983, over 7990.83 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3293, pruned_loss=0.08982, over 2475251.17 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07692, over 22580.53 utterances.], batch size: 39, lr: 4.19e-04
2022-08-25 05:59:40,384 INFO [train.py:927] (5/8) Epoch 8, batch 25500, giga_loss[loss=0.2238, simple_loss=0.3054, pruned_loss=0.07107, over 12344.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03317, over 58.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3282, pruned_loss=0.09053, over 2473490.39 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08229, over 21808.69 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3062, pruned_loss=0.07707, over 2467050.70 frames. utt_duration=1229 frames, utt_pad_proportion=0.06322, over 8040.49 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3309, pruned_loss=0.09195, over 2474924.99 frames. utt_duration=422.4 frames, utt_pad_proportion=0.08212, over 23516.51 utterances.], batch size: 58, lr: 4.19e-04
2022-08-25 06:01:23,325 INFO [train.py:927] (5/8) Epoch 8, batch 25550, giga_loss[loss=0.2233, simple_loss=0.3129, pruned_loss=0.06681, over 12287.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02773, over 45.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3281, pruned_loss=0.09078, over 2473346.87 frames. utt_duration=445.2 frames, utt_pad_proportion=0.08554, over 22293.93 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3058, pruned_loss=0.07685, over 2466714.24 frames. utt_duration=1235 frames, utt_pad_proportion=0.06183, over 8000.86 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3312, pruned_loss=0.09249, over 2474964.97 frames. utt_duration=412.4 frames, utt_pad_proportion=0.08581, over 24090.67 utterances.], batch size: 45, lr: 4.19e-04
2022-08-25 06:03:08,846 INFO [train.py:927] (5/8) Epoch 8, batch 25600, giga_loss[loss=0.2003, simple_loss=0.3002, pruned_loss=0.05014, over 12286.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.03775, over 51.00 utterances.], tot_loss[loss=0.251, simple_loss=0.327, pruned_loss=0.08749, over 2474464.14 frames. utt_duration=474.7 frames, utt_pad_proportion=0.08051, over 20918.24 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3056, pruned_loss=0.07675, over 2466787.66 frames. utt_duration=1236 frames, utt_pad_proportion=0.06163, over 7990.86 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3297, pruned_loss=0.08898, over 2475694.99 frames. utt_duration=443.6 frames, utt_pad_proportion=0.08116, over 22396.39 utterances.], batch size: 51, lr: 4.19e-04
2022-08-25 06:04:56,053 INFO [train.py:927] (5/8) Epoch 8, batch 25650, giga_loss[loss=0.2478, simple_loss=0.328, pruned_loss=0.08383, over 12419.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03537, over 105.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3267, pruned_loss=0.08755, over 2474101.48 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07914, over 20959.94 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3052, pruned_loss=0.07646, over 2466675.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.06074, over 7960.28 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3297, pruned_loss=0.08922, over 2475305.68 frames. utt_duration=443.4 frames, utt_pad_proportion=0.08013, over 22406.81 utterances.], batch size: 105, lr: 4.19e-04
2022-08-25 06:06:42,704 INFO [train.py:927] (5/8) Epoch 8, batch 25700, libri_loss[loss=0.2067, simple_loss=0.3094, pruned_loss=0.05196, over 12432.00 frames. utt_duration=1716 frames, utt_pad_proportion=0.01138, over 29.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3269, pruned_loss=0.08818, over 2474211.11 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08371, over 22037.48 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3061, pruned_loss=0.07631, over 2466979.96 frames. utt_duration=1241 frames, utt_pad_proportion=0.06067, over 7962.95 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3288, pruned_loss=0.08988, over 2475011.34 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08443, over 23460.39 utterances.], batch size: 29, lr: 4.19e-04
2022-08-25 06:08:27,445 INFO [train.py:927] (5/8) Epoch 8, batch 25750, giga_loss[loss=0.2062, simple_loss=0.2864, pruned_loss=0.06299, over 12306.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03624, over 51.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3233, pruned_loss=0.08643, over 2474205.42 frames. utt_duration=451.9 frames, utt_pad_proportion=0.0853, over 21973.53 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3057, pruned_loss=0.07587, over 2467107.27 frames. utt_duration=1250 frames, utt_pad_proportion=0.05882, over 7903.82 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.326, pruned_loss=0.0887, over 2475044.27 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08664, over 23794.70 utterances.], batch size: 51, lr: 4.19e-04
2022-08-25 06:10:08,412 INFO [train.py:927] (5/8) Epoch 8, batch 25800, giga_loss[loss=0.3133, simple_loss=0.3664, pruned_loss=0.1301, over 12380.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3239, pruned_loss=0.08843, over 2474305.56 frames. utt_duration=449 frames, utt_pad_proportion=0.08372, over 22114.59 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3059, pruned_loss=0.07597, over 2466791.44 frames. utt_duration=1247 frames, utt_pad_proportion=0.05885, over 7922.04 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3263, pruned_loss=0.09041, over 2475394.27 frames. utt_duration=416.3 frames, utt_pad_proportion=0.0851, over 23866.26 utterances.], batch size: 258, lr: 4.19e-04
2022-08-25 06:11:47,631 INFO [train.py:927] (5/8) Epoch 8, batch 25850, giga_loss[loss=0.212, simple_loss=0.3004, pruned_loss=0.06177, over 12379.00 frames. utt_duration=343 frames, utt_pad_proportion=0.0391, over 145.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3198, pruned_loss=0.08402, over 2474779.84 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07653, over 21556.85 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3055, pruned_loss=0.0758, over 2467110.56 frames. utt_duration=1248 frames, utt_pad_proportion=0.05843, over 7915.88 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3226, pruned_loss=0.08604, over 2475574.04 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07844, over 23355.22 utterances.], batch size: 145, lr: 4.19e-04
2022-08-25 06:13:35,106 INFO [train.py:927] (5/8) Epoch 8, batch 25900, giga_loss[loss=0.2155, simple_loss=0.2953, pruned_loss=0.06785, over 12401.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.02856, over 62.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3182, pruned_loss=0.08315, over 2474823.91 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07828, over 21653.79 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3058, pruned_loss=0.07603, over 2467141.06 frames. utt_duration=1237 frames, utt_pad_proportion=0.06133, over 7986.10 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3207, pruned_loss=0.08481, over 2475677.96 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07904, over 23486.66 utterances.], batch size: 62, lr: 4.19e-04
2022-08-25 06:15:19,844 INFO [train.py:927] (5/8) Epoch 8, batch 25950, giga_loss[loss=0.2091, simple_loss=0.2916, pruned_loss=0.06334, over 12457.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03277, over 105.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3159, pruned_loss=0.08189, over 2475065.56 frames. utt_duration=472.8 frames, utt_pad_proportion=0.0729, over 21003.50 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.306, pruned_loss=0.07629, over 2467261.81 frames. utt_duration=1227 frames, utt_pad_proportion=0.06504, over 8056.10 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3178, pruned_loss=0.08309, over 2475759.12 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07282, over 22624.94 utterances.], batch size: 105, lr: 4.18e-04
2022-08-25 06:17:04,454 INFO [train.py:927] (5/8) Epoch 8, batch 26000, giga_loss[loss=0.2567, simple_loss=0.3368, pruned_loss=0.08832, over 12392.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3167, pruned_loss=0.08229, over 2475681.04 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07641, over 21426.27 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.306, pruned_loss=0.07629, over 2467261.81 frames. utt_duration=1227 frames, utt_pad_proportion=0.06504, over 8056.10 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3182, pruned_loss=0.08322, over 2476220.84 frames. utt_duration=438 frames, utt_pad_proportion=0.07616, over 22688.26 utterances.], batch size: 133, lr: 4.18e-04
2022-08-25 06:18:50,114 INFO [train.py:927] (5/8) Epoch 8, batch 26050, giga_loss[loss=0.2587, simple_loss=0.3173, pruned_loss=0.1001, over 12321.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2096, over 371.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3164, pruned_loss=0.08239, over 2475706.48 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07571, over 21080.89 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3061, pruned_loss=0.07636, over 2467216.84 frames. utt_duration=1228 frames, utt_pad_proportion=0.0646, over 8049.52 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3176, pruned_loss=0.08311, over 2476263.89 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07571, over 22201.80 utterances.], batch size: 371, lr: 4.18e-04
2022-08-25 06:20:37,070 INFO [train.py:927] (5/8) Epoch 8, batch 26100, libri_loss[loss=0.2651, simple_loss=0.3272, pruned_loss=0.1015, over 12306.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007534, over 36.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3189, pruned_loss=0.08435, over 2474951.56 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08045, over 22139.68 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3064, pruned_loss=0.07644, over 2467197.21 frames. utt_duration=1228 frames, utt_pad_proportion=0.06391, over 8043.83 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3197, pruned_loss=0.08494, over 2475517.46 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08055, over 23219.32 utterances.], batch size: 36, lr: 4.18e-04
2022-08-25 06:22:21,689 INFO [train.py:927] (5/8) Epoch 8, batch 26150, giga_loss[loss=0.2321, simple_loss=0.3121, pruned_loss=0.07609, over 12413.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03749, over 113.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3206, pruned_loss=0.08582, over 2474840.75 frames. utt_duration=438.4 frames, utt_pad_proportion=0.08211, over 22658.24 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3061, pruned_loss=0.07623, over 2467477.77 frames. utt_duration=1231 frames, utt_pad_proportion=0.06271, over 8028.85 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3218, pruned_loss=0.08667, over 2475214.83 frames. utt_duration=416.6 frames, utt_pad_proportion=0.08258, over 23850.70 utterances.], batch size: 113, lr: 4.18e-04
2022-08-25 06:24:10,530 INFO [train.py:927] (5/8) Epoch 8, batch 26200, libri_loss[loss=0.2211, simple_loss=0.3047, pruned_loss=0.06875, over 12156.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.004336, over 35.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.321, pruned_loss=0.08621, over 2474051.53 frames. utt_duration=436.7 frames, utt_pad_proportion=0.08562, over 22735.84 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3055, pruned_loss=0.07594, over 2467017.84 frames. utt_duration=1233 frames, utt_pad_proportion=0.06198, over 8011.20 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.323, pruned_loss=0.08751, over 2475053.10 frames. utt_duration=410 frames, utt_pad_proportion=0.08623, over 24235.77 utterances.], batch size: 35, lr: 4.18e-04
2022-08-25 06:25:54,284 INFO [train.py:927] (5/8) Epoch 8, batch 26250, giga_loss[loss=0.2547, simple_loss=0.3324, pruned_loss=0.08851, over 12411.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02788, over 58.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3197, pruned_loss=0.08427, over 2474194.83 frames. utt_duration=446.5 frames, utt_pad_proportion=0.08519, over 22239.33 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3056, pruned_loss=0.07599, over 2466887.14 frames. utt_duration=1235 frames, utt_pad_proportion=0.06173, over 7999.84 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3215, pruned_loss=0.08548, over 2475277.37 frames. utt_duration=417.9 frames, utt_pad_proportion=0.08599, over 23772.25 utterances.], batch size: 58, lr: 4.18e-04
2022-08-25 06:27:36,502 INFO [train.py:927] (5/8) Epoch 8, batch 26300, giga_loss[loss=0.2536, simple_loss=0.3311, pruned_loss=0.08808, over 12386.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02995, over 58.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3183, pruned_loss=0.08412, over 2473729.69 frames. utt_duration=461.6 frames, utt_pad_proportion=0.08134, over 21502.95 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3047, pruned_loss=0.07549, over 2466329.92 frames. utt_duration=1245 frames, utt_pad_proportion=0.06006, over 7931.84 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3213, pruned_loss=0.08592, over 2475423.19 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08309, over 23449.59 utterances.], batch size: 58, lr: 4.18e-04
2022-08-25 06:29:19,287 INFO [train.py:927] (5/8) Epoch 8, batch 26350, giga_loss[loss=0.26, simple_loss=0.3309, pruned_loss=0.09456, over 12376.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04245, over 133.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3173, pruned_loss=0.08317, over 2474939.72 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07945, over 21442.98 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3047, pruned_loss=0.07525, over 2466524.06 frames. utt_duration=1240 frames, utt_pad_proportion=0.0602, over 7964.86 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3201, pruned_loss=0.08503, over 2476322.12 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08117, over 23336.22 utterances.], batch size: 133, lr: 4.18e-04
2022-08-25 06:30:58,749 INFO [train.py:927] (5/8) Epoch 8, batch 26400, giga_loss[loss=0.2352, simple_loss=0.3061, pruned_loss=0.08218, over 12377.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03063, over 97.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3175, pruned_loss=0.08399, over 2474997.96 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07855, over 21118.82 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.305, pruned_loss=0.0757, over 2466505.27 frames. utt_duration=1229 frames, utt_pad_proportion=0.0643, over 8037.95 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3195, pruned_loss=0.08515, over 2476236.08 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07876, over 22730.09 utterances.], batch size: 97, lr: 4.18e-04
2022-08-25 06:32:41,784 INFO [train.py:927] (5/8) Epoch 8, batch 26450, giga_loss[loss=0.304, simple_loss=0.3433, pruned_loss=0.1324, over 12336.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2072, over 370.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3189, pruned_loss=0.08518, over 2474592.48 frames. utt_duration=466.1 frames, utt_pad_proportion=0.08335, over 21304.59 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3054, pruned_loss=0.07601, over 2466588.26 frames. utt_duration=1214 frames, utt_pad_proportion=0.06897, over 8134.34 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3203, pruned_loss=0.08593, over 2475587.77 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08171, over 22657.92 utterances.], batch size: 370, lr: 4.18e-04
2022-08-25 06:34:22,679 INFO [train.py:927] (5/8) Epoch 8, batch 26500, giga_loss[loss=0.3175, simple_loss=0.3593, pruned_loss=0.1378, over 12370.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.321, pruned_loss=0.08716, over 2474753.14 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08924, over 21943.50 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3062, pruned_loss=0.07671, over 2466845.10 frames. utt_duration=1172 frames, utt_pad_proportion=0.08313, over 8426.83 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3217, pruned_loss=0.08733, over 2475490.29 frames. utt_duration=431.1 frames, utt_pad_proportion=0.08328, over 23048.26 utterances.], batch size: 257, lr: 4.18e-04
2022-08-25 06:34:35,849 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-25 06:37:07,838 INFO [train.py:927] (5/8) Epoch 9, batch 50, giga_loss[loss=0.2109, simple_loss=0.2991, pruned_loss=0.06135, over 12389.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02983, over 97.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3189, pruned_loss=0.07198, over 547206.00 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05946, over 3640.77 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2997, pruned_loss=0.06695, over 72885.04 frames. utt_duration=1413 frames, utt_pad_proportion=0.02847, over 206.59 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3214, pruned_loss=0.07265, over 488757.50 frames. utt_duration=561.7 frames, utt_pad_proportion=0.06097, over 3490.07 utterances.], batch size: 97, lr: 4.08e-04
2022-08-25 06:38:56,157 INFO [train.py:927] (5/8) Epoch 9, batch 100, giga_loss[loss=0.1904, simple_loss=0.2762, pruned_loss=0.05226, over 12454.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03361, over 86.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2958, pruned_loss=0.06408, over 973991.19 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06993, over 7408.71 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3004, pruned_loss=0.06713, over 84993.61 frames. utt_duration=1403 frames, utt_pad_proportion=0.02514, over 242.56 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2956, pruned_loss=0.06394, over 920654.28 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07089, over 7276.10 utterances.], batch size: 86, lr: 4.08e-04
2022-08-25 06:40:40,047 INFO [train.py:927] (5/8) Epoch 9, batch 150, giga_loss[loss=0.229, simple_loss=0.2945, pruned_loss=0.08179, over 12377.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09849, over 256.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2815, pruned_loss=0.05724, over 1307016.45 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06865, over 9952.60 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2943, pruned_loss=0.06272, over 155186.75 frames. utt_duration=1392 frames, utt_pad_proportion=0.03303, over 446.51 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2808, pruned_loss=0.05695, over 1229166.06 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06979, over 9899.63 utterances.], batch size: 256, lr: 4.08e-04
2022-08-25 06:42:23,538 INFO [train.py:927] (5/8) Epoch 9, batch 200, giga_loss[loss=0.1588, simple_loss=0.2478, pruned_loss=0.03488, over 12324.00 frames. utt_duration=914.4 frames, utt_pad_proportion=0.02313, over 54.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2719, pruned_loss=0.05376, over 1565985.43 frames. utt_duration=506.3 frames, utt_pad_proportion=0.0663, over 12407.72 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2935, pruned_loss=0.06232, over 189768.54 frames. utt_duration=1398 frames, utt_pad_proportion=0.02816, over 543.36 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2706, pruned_loss=0.05328, over 1490734.29 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06746, over 12421.76 utterances.], batch size: 54, lr: 4.08e-04
2022-08-25 06:44:05,241 INFO [train.py:927] (5/8) Epoch 9, batch 250, giga_loss[loss=0.1743, simple_loss=0.2477, pruned_loss=0.05041, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03699, over 40.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.2673, pruned_loss=0.052, over 1766699.19 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06764, over 13948.70 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2946, pruned_loss=0.06198, over 268351.72 frames. utt_duration=1342 frames, utt_pad_proportion=0.03403, over 800.96 utterances.], giga_tot_loss[loss=0.1836, simple_loss=0.2649, pruned_loss=0.05117, over 1680929.65 frames. utt_duration=478 frames, utt_pad_proportion=0.06882, over 14109.82 utterances.], batch size: 40, lr: 4.08e-04
2022-08-25 06:45:46,214 INFO [train.py:927] (5/8) Epoch 9, batch 300, giga_loss[loss=0.158, simple_loss=0.2453, pruned_loss=0.03532, over 12435.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03578, over 105.00 utterances.], tot_loss[loss=0.1815, simple_loss=0.2635, pruned_loss=0.04975, over 1923568.92 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06401, over 14459.50 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2919, pruned_loss=0.05937, over 344022.45 frames. utt_duration=1354 frames, utt_pad_proportion=0.03044, over 1017.43 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.2608, pruned_loss=0.04902, over 1835120.89 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06572, over 14822.48 utterances.], batch size: 105, lr: 4.08e-04
2022-08-25 06:47:29,674 INFO [train.py:927] (5/8) Epoch 9, batch 350, giga_loss[loss=0.1561, simple_loss=0.2406, pruned_loss=0.03584, over 12375.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02681, over 66.00 utterances.], tot_loss[loss=0.1789, simple_loss=0.2609, pruned_loss=0.04851, over 2046195.26 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06806, over 15872.57 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2923, pruned_loss=0.05894, over 407071.81 frames. utt_duration=1271 frames, utt_pad_proportion=0.05434, over 1282.80 utterances.], giga_tot_loss[loss=0.1765, simple_loss=0.2577, pruned_loss=0.04768, over 1962238.53 frames. utt_duration=483.2 frames, utt_pad_proportion=0.0682, over 16294.02 utterances.], batch size: 66, lr: 4.08e-04
2022-08-25 06:49:15,038 INFO [train.py:927] (5/8) Epoch 9, batch 400, giga_loss[loss=0.1451, simple_loss=0.2309, pruned_loss=0.02965, over 12311.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02895, over 74.00 utterances.], tot_loss[loss=0.1769, simple_loss=0.2582, pruned_loss=0.0478, over 2140126.62 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06943, over 16028.91 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2904, pruned_loss=0.05882, over 477835.23 frames. utt_duration=1252 frames, utt_pad_proportion=0.06931, over 1528.85 utterances.], giga_tot_loss[loss=0.1742, simple_loss=0.2549, pruned_loss=0.04678, over 2061001.99 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06859, over 16599.48 utterances.], batch size: 74, lr: 4.08e-04
2022-08-25 06:50:58,067 INFO [train.py:927] (5/8) Epoch 9, batch 450, giga_loss[loss=0.1512, simple_loss=0.229, pruned_loss=0.03668, over 12458.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.02906, over 43.00 utterances.], tot_loss[loss=0.1743, simple_loss=0.2553, pruned_loss=0.04662, over 2213578.08 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06635, over 16336.62 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2914, pruned_loss=0.05905, over 546254.46 frames. utt_duration=1285 frames, utt_pad_proportion=0.06117, over 1702.79 utterances.], giga_tot_loss[loss=0.1709, simple_loss=0.2512, pruned_loss=0.0453, over 2140876.23 frames. utt_duration=502.2 frames, utt_pad_proportion=0.0665, over 17102.11 utterances.], batch size: 43, lr: 4.08e-04
2022-08-25 06:52:42,956 INFO [train.py:927] (5/8) Epoch 9, batch 500, libri_loss[loss=0.1648, simple_loss=0.2523, pruned_loss=0.03863, over 12468.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009052, over 29.00 utterances.], tot_loss[loss=0.1814, simple_loss=0.2621, pruned_loss=0.05035, over 2272039.90 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07136, over 17468.79 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2911, pruned_loss=0.05885, over 584408.66 frames. utt_duration=1295 frames, utt_pad_proportion=0.05771, over 1807.81 utterances.], giga_tot_loss[loss=0.1785, simple_loss=0.2585, pruned_loss=0.04928, over 2210312.44 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07173, over 18272.11 utterances.], batch size: 29, lr: 4.08e-04
2022-08-25 06:54:25,302 INFO [train.py:927] (5/8) Epoch 9, batch 550, giga_loss[loss=0.2001, simple_loss=0.3, pruned_loss=0.05007, over 12423.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03226, over 75.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2734, pruned_loss=0.05532, over 2315202.06 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06853, over 17388.88 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2904, pruned_loss=0.05883, over 639609.68 frames. utt_duration=1319 frames, utt_pad_proportion=0.05316, over 1941.95 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2704, pruned_loss=0.05442, over 2261569.97 frames. utt_duration=495 frames, utt_pad_proportion=0.06946, over 18330.43 utterances.], batch size: 75, lr: 4.07e-04
2022-08-25 06:56:10,752 INFO [train.py:927] (5/8) Epoch 9, batch 600, giga_loss[loss=0.2341, simple_loss=0.3174, pruned_loss=0.07541, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0754, over 212.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2808, pruned_loss=0.0576, over 2349359.26 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06361, over 17072.33 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2902, pruned_loss=0.0585, over 667184.55 frames. utt_duration=1320 frames, utt_pad_proportion=0.05108, over 2023.35 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2785, pruned_loss=0.05701, over 2304923.52 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06486, over 17945.31 utterances.], batch size: 212, lr: 4.07e-04
2022-08-25 06:57:55,336 INFO [train.py:927] (5/8) Epoch 9, batch 650, giga_loss[loss=0.2344, simple_loss=0.3174, pruned_loss=0.0757, over 12374.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03026, over 97.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2848, pruned_loss=0.05866, over 2377489.20 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06144, over 17687.76 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2903, pruned_loss=0.05858, over 694247.22 frames. utt_duration=1321 frames, utt_pad_proportion=0.04903, over 2104.63 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2829, pruned_loss=0.05817, over 2340826.80 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06276, over 18510.12 utterances.], batch size: 97, lr: 4.07e-04
2022-08-25 06:59:40,655 INFO [train.py:927] (5/8) Epoch 9, batch 700, giga_loss[loss=0.2071, simple_loss=0.2858, pruned_loss=0.06422, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02867, over 48.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2898, pruned_loss=0.06165, over 2399381.06 frames. utt_duration=530.8 frames, utt_pad_proportion=0.05875, over 18131.95 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2905, pruned_loss=0.05844, over 746778.86 frames. utt_duration=1333 frames, utt_pad_proportion=0.0454, over 2243.79 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2882, pruned_loss=0.06138, over 2367855.83 frames. utt_duration=498 frames, utt_pad_proportion=0.06037, over 19075.32 utterances.], batch size: 48, lr: 4.07e-04
2022-08-25 07:01:22,767 INFO [train.py:927] (5/8) Epoch 9, batch 750, libri_loss[loss=0.1881, simple_loss=0.2813, pruned_loss=0.04749, over 12389.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006748, over 31.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2944, pruned_loss=0.06404, over 2415535.41 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06427, over 18622.16 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2907, pruned_loss=0.0588, over 822710.16 frames. utt_duration=1294 frames, utt_pad_proportion=0.0554, over 2546.46 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2932, pruned_loss=0.06393, over 2387431.82 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06446, over 19768.20 utterances.], batch size: 31, lr: 4.07e-04
2022-08-25 07:03:05,547 INFO [train.py:927] (5/8) Epoch 9, batch 800, giga_loss[loss=0.2283, simple_loss=0.3153, pruned_loss=0.07065, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03744, over 105.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2969, pruned_loss=0.06406, over 2428161.44 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06014, over 18226.00 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2895, pruned_loss=0.05823, over 863098.41 frames. utt_duration=1296 frames, utt_pad_proportion=0.05513, over 2667.23 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2965, pruned_loss=0.0643, over 2405026.77 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06062, over 19397.52 utterances.], batch size: 105, lr: 4.07e-04
2022-08-25 07:04:49,550 INFO [train.py:927] (5/8) Epoch 9, batch 850, giga_loss[loss=0.1931, simple_loss=0.3004, pruned_loss=0.04288, over 12387.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02683, over 66.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2975, pruned_loss=0.06294, over 2437477.48 frames. utt_duration=560 frames, utt_pad_proportion=0.05691, over 17458.47 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2889, pruned_loss=0.05767, over 894705.44 frames. utt_duration=1305 frames, utt_pad_proportion=0.05301, over 2746.30 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2975, pruned_loss=0.06341, over 2418720.80 frames. utt_duration=522 frames, utt_pad_proportion=0.05779, over 18588.62 utterances.], batch size: 66, lr: 4.07e-04
2022-08-25 07:06:35,216 INFO [train.py:927] (5/8) Epoch 9, batch 900, giga_loss[loss=0.2059, simple_loss=0.3035, pruned_loss=0.05421, over 12388.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02697, over 66.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2976, pruned_loss=0.06271, over 2445035.82 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05694, over 16926.99 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2872, pruned_loss=0.05704, over 933655.79 frames. utt_duration=1320 frames, utt_pad_proportion=0.05065, over 2831.69 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2984, pruned_loss=0.06343, over 2429483.52 frames. utt_duration=539 frames, utt_pad_proportion=0.05804, over 18081.20 utterances.], batch size: 66, lr: 4.07e-04
2022-08-25 07:08:21,570 INFO [train.py:927] (5/8) Epoch 9, batch 950, giga_loss[loss=0.2783, simple_loss=0.335, pruned_loss=0.1108, over 12398.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06894, over 211.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3005, pruned_loss=0.06546, over 2451173.74 frames. utt_duration=597.9 frames, utt_pad_proportion=0.0539, over 16440.43 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2871, pruned_loss=0.05699, over 941218.51 frames. utt_duration=1322 frames, utt_pad_proportion=0.05013, over 2851.53 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3013, pruned_loss=0.06608, over 2439013.66 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05503, over 17385.81 utterances.], batch size: 211, lr: 4.07e-04
2022-08-25 07:10:13,787 INFO [train.py:927] (5/8) Epoch 9, batch 1000, giga_loss[loss=0.2155, simple_loss=0.2988, pruned_loss=0.06608, over 12320.00 frames. utt_duration=851 frames, utt_pad_proportion=0.03407, over 58.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3005, pruned_loss=0.06623, over 2455721.47 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05667, over 16801.29 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2871, pruned_loss=0.057, over 986295.95 frames. utt_duration=1296 frames, utt_pad_proportion=0.05969, over 3046.58 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3014, pruned_loss=0.06698, over 2445719.78 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05591, over 17740.53 utterances.], batch size: 58, lr: 4.07e-04
2022-08-25 07:11:55,991 INFO [train.py:927] (5/8) Epoch 9, batch 1050, giga_loss[loss=0.2122, simple_loss=0.3021, pruned_loss=0.06112, over 12382.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03046, over 58.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2998, pruned_loss=0.06624, over 2459596.88 frames. utt_duration=567.5 frames, utt_pad_proportion=0.05568, over 17383.65 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2874, pruned_loss=0.0569, over 1015602.99 frames. utt_duration=1300 frames, utt_pad_proportion=0.05734, over 3127.99 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3007, pruned_loss=0.06706, over 2451595.64 frames. utt_duration=536.6 frames, utt_pad_proportion=0.0555, over 18326.26 utterances.], batch size: 58, lr: 4.07e-04
2022-08-25 07:13:39,486 INFO [train.py:927] (5/8) Epoch 9, batch 1100, giga_loss[loss=0.1758, simple_loss=0.2757, pruned_loss=0.03794, over 12405.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03468, over 75.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2989, pruned_loss=0.06608, over 2463281.06 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05834, over 17689.41 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2875, pruned_loss=0.05692, over 1051284.62 frames. utt_duration=1299 frames, utt_pad_proportion=0.05572, over 3240.62 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2999, pruned_loss=0.06694, over 2456998.45 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05831, over 18651.11 utterances.], batch size: 75, lr: 4.07e-04
2022-08-25 07:15:23,882 INFO [train.py:927] (5/8) Epoch 9, batch 1150, giga_loss[loss=0.1896, simple_loss=0.2726, pruned_loss=0.05332, over 12426.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.0361, over 86.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2953, pruned_loss=0.06444, over 2465941.97 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06139, over 18696.55 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2877, pruned_loss=0.05683, over 1072235.20 frames. utt_duration=1306 frames, utt_pad_proportion=0.0543, over 3286.80 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2961, pruned_loss=0.06526, over 2461094.91 frames. utt_duration=503.5 frames, utt_pad_proportion=0.0615, over 19611.91 utterances.], batch size: 86, lr: 4.07e-04
2022-08-25 07:17:08,408 INFO [train.py:927] (5/8) Epoch 9, batch 1200, giga_loss[loss=0.1993, simple_loss=0.2813, pruned_loss=0.05862, over 12403.00 frames. utt_duration=974.3 frames, utt_pad_proportion=0.02858, over 51.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2911, pruned_loss=0.06293, over 2467935.55 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07125, over 19868.74 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2872, pruned_loss=0.05668, over 1113358.14 frames. utt_duration=1287 frames, utt_pad_proportion=0.06266, over 3463.78 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2922, pruned_loss=0.06386, over 2464262.37 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06992, over 20888.22 utterances.], batch size: 51, lr: 4.07e-04
2022-08-25 07:18:52,692 INFO [train.py:927] (5/8) Epoch 9, batch 1250, giga_loss[loss=0.2487, simple_loss=0.3229, pruned_loss=0.08723, over 12365.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03439, over 104.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2905, pruned_loss=0.06257, over 2469102.03 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06858, over 19351.88 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2863, pruned_loss=0.0564, over 1133396.74 frames. utt_duration=1297 frames, utt_pad_proportion=0.06134, over 3499.66 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2918, pruned_loss=0.06351, over 2466368.94 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06786, over 20342.49 utterances.], batch size: 104, lr: 4.07e-04
2022-08-25 07:20:38,214 INFO [train.py:927] (5/8) Epoch 9, batch 1300, libri_loss[loss=0.1806, simple_loss=0.2697, pruned_loss=0.04576, over 12381.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008125, over 31.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2884, pruned_loss=0.06221, over 2469718.15 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06669, over 17984.46 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2862, pruned_loss=0.05631, over 1153551.63 frames. utt_duration=1303 frames, utt_pad_proportion=0.05988, over 3543.95 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2894, pruned_loss=0.06307, over 2467364.67 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06645, over 18933.47 utterances.], batch size: 31, lr: 4.07e-04
2022-08-25 07:22:21,422 INFO [train.py:927] (5/8) Epoch 9, batch 1350, giga_loss[loss=0.2084, simple_loss=0.282, pruned_loss=0.0674, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03019, over 48.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2851, pruned_loss=0.06097, over 2470168.98 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06476, over 17570.99 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2858, pruned_loss=0.05612, over 1166648.67 frames. utt_duration=1309 frames, utt_pad_proportion=0.05899, over 3569.44 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2861, pruned_loss=0.06178, over 2468352.11 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06481, over 18420.33 utterances.], batch size: 48, lr: 4.07e-04
2022-08-25 07:24:04,029 INFO [train.py:927] (5/8) Epoch 9, batch 1400, giga_loss[loss=0.1838, simple_loss=0.2692, pruned_loss=0.04922, over 12434.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03391, over 113.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2824, pruned_loss=0.06028, over 2470776.49 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06711, over 17870.27 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2865, pruned_loss=0.05645, over 1179627.18 frames. utt_duration=1305 frames, utt_pad_proportion=0.05867, over 3619.66 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2829, pruned_loss=0.06082, over 2469368.03 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06712, over 18610.66 utterances.], batch size: 113, lr: 4.07e-04
2022-08-25 07:25:47,421 INFO [train.py:927] (5/8) Epoch 9, batch 1450, giga_loss[loss=0.1724, simple_loss=0.256, pruned_loss=0.04447, over 12208.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03288, over 39.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2796, pruned_loss=0.05897, over 2471713.17 frames. utt_duration=583 frames, utt_pad_proportion=0.06144, over 17000.76 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2868, pruned_loss=0.05653, over 1224049.10 frames. utt_duration=1315 frames, utt_pad_proportion=0.05557, over 3726.37 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2798, pruned_loss=0.05947, over 2470674.12 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06235, over 17936.52 utterances.], batch size: 39, lr: 4.07e-04
2022-08-25 07:27:31,273 INFO [train.py:927] (5/8) Epoch 9, batch 1500, libri_loss[loss=0.1946, simple_loss=0.2772, pruned_loss=0.05593, over 12295.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005555, over 32.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.278, pruned_loss=0.05831, over 2471522.39 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06758, over 17422.96 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2868, pruned_loss=0.05644, over 1266985.87 frames. utt_duration=1322 frames, utt_pad_proportion=0.05325, over 3839.27 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2778, pruned_loss=0.05882, over 2470775.07 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06854, over 18506.09 utterances.], batch size: 32, lr: 4.07e-04
2022-08-25 07:29:15,778 INFO [train.py:927] (5/8) Epoch 9, batch 1550, giga_loss[loss=0.2251, simple_loss=0.3061, pruned_loss=0.07203, over 12461.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03137, over 92.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2795, pruned_loss=0.05916, over 2471176.23 frames. utt_duration=586.7 frames, utt_pad_proportion=0.0646, over 16890.09 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.287, pruned_loss=0.0566, over 1290698.95 frames. utt_duration=1326 frames, utt_pad_proportion=0.05165, over 3897.03 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.279, pruned_loss=0.05952, over 2470781.42 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06594, over 17937.22 utterances.], batch size: 92, lr: 4.07e-04
2022-08-25 07:30:59,995 INFO [train.py:927] (5/8) Epoch 9, batch 1600, libri_loss[loss=0.1844, simple_loss=0.2644, pruned_loss=0.05216, over 12444.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006162, over 32.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2843, pruned_loss=0.06211, over 2471861.81 frames. utt_duration=596.6 frames, utt_pad_proportion=0.06293, over 16615.92 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2871, pruned_loss=0.05684, over 1342758.71 frames. utt_duration=1288 frames, utt_pad_proportion=0.0646, over 4175.34 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2838, pruned_loss=0.06248, over 2471549.67 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0616, over 17745.47 utterances.], batch size: 32, lr: 4.06e-04
2022-08-25 07:32:44,843 INFO [train.py:927] (5/8) Epoch 9, batch 1650, giga_loss[loss=0.2283, simple_loss=0.3191, pruned_loss=0.06877, over 12418.00 frames. utt_duration=308 frames, utt_pad_proportion=0.0551, over 162.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2902, pruned_loss=0.06463, over 2471699.11 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06293, over 17417.39 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2861, pruned_loss=0.05641, over 1375968.28 frames. utt_duration=1299 frames, utt_pad_proportion=0.06207, over 4241.28 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2903, pruned_loss=0.06534, over 2471661.08 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06245, over 18618.24 utterances.], batch size: 162, lr: 4.06e-04
2022-08-25 07:34:30,092 INFO [train.py:927] (5/8) Epoch 9, batch 1700, giga_loss[loss=0.3093, simple_loss=0.3753, pruned_loss=0.1217, over 12358.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06108, over 182.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.297, pruned_loss=0.06741, over 2471721.88 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06757, over 18242.82 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2862, pruned_loss=0.05638, over 1397516.52 frames. utt_duration=1282 frames, utt_pad_proportion=0.06897, over 4365.69 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2971, pruned_loss=0.06819, over 2471895.56 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06552, over 19335.85 utterances.], batch size: 182, lr: 4.06e-04
2022-08-25 07:36:11,196 INFO [train.py:927] (5/8) Epoch 9, batch 1750, giga_loss[loss=0.1961, simple_loss=0.289, pruned_loss=0.05163, over 12400.00 frames. utt_duration=404.8 frames, utt_pad_proportion=0.04079, over 123.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3, pruned_loss=0.06849, over 2471491.83 frames. utt_duration=535.1 frames, utt_pad_proportion=0.07054, over 18527.20 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2861, pruned_loss=0.05652, over 1434065.75 frames. utt_duration=1273 frames, utt_pad_proportion=0.07333, over 4511.40 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3005, pruned_loss=0.0694, over 2472047.00 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06797, over 19700.73 utterances.], batch size: 123, lr: 4.06e-04
2022-08-25 07:37:56,088 INFO [train.py:927] (5/8) Epoch 9, batch 1800, giga_loss[loss=0.2152, simple_loss=0.309, pruned_loss=0.06072, over 12438.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03773, over 105.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2974, pruned_loss=0.0657, over 2472127.18 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06506, over 18091.20 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2864, pruned_loss=0.05669, over 1459681.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.07087, over 4568.95 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.298, pruned_loss=0.06657, over 2472630.50 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06375, over 19282.93 utterances.], batch size: 105, lr: 4.06e-04
2022-08-25 07:39:40,684 INFO [train.py:927] (5/8) Epoch 9, batch 1850, giga_loss[loss=0.2099, simple_loss=0.2991, pruned_loss=0.06035, over 12360.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02773, over 66.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2976, pruned_loss=0.06517, over 2472567.96 frames. utt_duration=542.4 frames, utt_pad_proportion=0.0641, over 18285.69 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2861, pruned_loss=0.05667, over 1499113.67 frames. utt_duration=1285 frames, utt_pad_proportion=0.06777, over 4672.09 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2986, pruned_loss=0.06619, over 2473341.19 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06368, over 19641.76 utterances.], batch size: 66, lr: 4.06e-04
2022-08-25 07:41:24,910 INFO [train.py:927] (5/8) Epoch 9, batch 1900, giga_loss[loss=0.2407, simple_loss=0.3155, pruned_loss=0.08298, over 12363.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04118, over 113.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3002, pruned_loss=0.06715, over 2472442.97 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06138, over 18080.13 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2861, pruned_loss=0.05666, over 1518138.92 frames. utt_duration=1289 frames, utt_pad_proportion=0.06602, over 4717.32 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3013, pruned_loss=0.06813, over 2473329.45 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06156, over 19360.65 utterances.], batch size: 113, lr: 4.06e-04
2022-08-25 07:43:09,433 INFO [train.py:927] (5/8) Epoch 9, batch 1950, libri_loss[loss=0.2049, simple_loss=0.2917, pruned_loss=0.05902, over 12384.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.007208, over 34.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3009, pruned_loss=0.0677, over 2473056.14 frames. utt_duration=567 frames, utt_pad_proportion=0.06431, over 17491.52 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.286, pruned_loss=0.05661, over 1550977.55 frames. utt_duration=1274 frames, utt_pad_proportion=0.07012, over 4874.01 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3022, pruned_loss=0.06886, over 2473851.50 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06321, over 18799.61 utterances.], batch size: 34, lr: 4.06e-04
2022-08-25 07:44:51,973 INFO [train.py:927] (5/8) Epoch 9, batch 2000, giga_loss[loss=0.2291, simple_loss=0.3041, pruned_loss=0.07705, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02868, over 45.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3006, pruned_loss=0.06778, over 2473089.59 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06515, over 17061.93 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2854, pruned_loss=0.05659, over 1595885.09 frames. utt_duration=1286 frames, utt_pad_proportion=0.06693, over 4970.40 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3027, pruned_loss=0.06925, over 2473902.82 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06495, over 18611.39 utterances.], batch size: 45, lr: 4.06e-04
2022-08-25 07:46:37,123 INFO [train.py:927] (5/8) Epoch 9, batch 2050, giga_loss[loss=0.2121, simple_loss=0.3033, pruned_loss=0.06048, over 12422.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.0242, over 70.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3023, pruned_loss=0.06808, over 2473178.84 frames. utt_duration=588.9 frames, utt_pad_proportion=0.06541, over 16840.64 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2853, pruned_loss=0.0564, over 1613503.39 frames. utt_duration=1291 frames, utt_pad_proportion=0.06536, over 5003.76 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3044, pruned_loss=0.06957, over 2473626.74 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06566, over 18267.27 utterances.], batch size: 70, lr: 4.06e-04
2022-08-25 07:48:19,563 INFO [train.py:927] (5/8) Epoch 9, batch 2100, giga_loss[loss=0.269, simple_loss=0.3316, pruned_loss=0.1031, over 12430.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06125, over 183.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3027, pruned_loss=0.06818, over 2473774.01 frames. utt_duration=628.5 frames, utt_pad_proportion=0.06138, over 15780.90 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2862, pruned_loss=0.05659, over 1660231.99 frames. utt_duration=1287 frames, utt_pad_proportion=0.06294, over 5165.29 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3046, pruned_loss=0.06986, over 2473620.27 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06255, over 17352.75 utterances.], batch size: 183, lr: 4.06e-04
2022-08-25 07:50:01,565 INFO [train.py:927] (5/8) Epoch 9, batch 2150, giga_loss[loss=0.2107, simple_loss=0.291, pruned_loss=0.06515, over 12419.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03981, over 40.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3024, pruned_loss=0.06875, over 2473640.78 frames. utt_duration=639 frames, utt_pad_proportion=0.05889, over 15520.58 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2869, pruned_loss=0.05712, over 1680342.13 frames. utt_duration=1272 frames, utt_pad_proportion=0.06709, over 5288.78 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3039, pruned_loss=0.07002, over 2473526.94 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05878, over 16895.96 utterances.], batch size: 40, lr: 4.06e-04
2022-08-25 07:51:43,826 INFO [train.py:927] (5/8) Epoch 9, batch 2200, giga_loss[loss=0.2554, simple_loss=0.3177, pruned_loss=0.09654, over 12339.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2022, over 368.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3028, pruned_loss=0.06932, over 2473114.01 frames. utt_duration=637.4 frames, utt_pad_proportion=0.05955, over 15555.73 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2866, pruned_loss=0.05692, over 1695913.64 frames. utt_duration=1275 frames, utt_pad_proportion=0.06579, over 5327.56 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3044, pruned_loss=0.07066, over 2473188.83 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05968, over 16787.78 utterances.], batch size: 368, lr: 4.06e-04
2022-08-25 07:53:25,925 INFO [train.py:927] (5/8) Epoch 9, batch 2250, giga_loss[loss=0.2212, simple_loss=0.3096, pruned_loss=0.06641, over 12374.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03027, over 85.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3035, pruned_loss=0.06955, over 2472850.31 frames. utt_duration=645.8 frames, utt_pad_proportion=0.0564, over 15352.66 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2866, pruned_loss=0.05686, over 1711527.11 frames. utt_duration=1280 frames, utt_pad_proportion=0.06434, over 5353.81 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3051, pruned_loss=0.07086, over 2472748.22 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05706, over 16480.54 utterances.], batch size: 85, lr: 4.06e-04
2022-08-25 07:55:09,763 INFO [train.py:927] (5/8) Epoch 9, batch 2300, giga_loss[loss=0.1791, simple_loss=0.2651, pruned_loss=0.04657, over 12473.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03977, over 26.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3031, pruned_loss=0.06936, over 2472940.40 frames. utt_duration=654.3 frames, utt_pad_proportion=0.06154, over 15152.92 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2869, pruned_loss=0.05701, over 1733990.05 frames. utt_duration=1267 frames, utt_pad_proportion=0.06764, over 5482.35 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3046, pruned_loss=0.07066, over 2472949.26 frames. utt_duration=611.9 frames, utt_pad_proportion=0.0606, over 16206.74 utterances.], batch size: 26, lr: 4.06e-04
2022-08-25 07:56:54,027 INFO [train.py:927] (5/8) Epoch 9, batch 2350, giga_loss[loss=0.1896, simple_loss=0.2759, pruned_loss=0.05161, over 12399.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02879, over 58.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3018, pruned_loss=0.06882, over 2472512.27 frames. utt_duration=644.1 frames, utt_pad_proportion=0.06108, over 15391.38 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2873, pruned_loss=0.05704, over 1752200.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.06578, over 5513.04 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3032, pruned_loss=0.0701, over 2472589.31 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06091, over 16429.32 utterances.], batch size: 58, lr: 4.06e-04
2022-08-25 07:58:36,453 INFO [train.py:927] (5/8) Epoch 9, batch 2400, giga_loss[loss=0.2312, simple_loss=0.3072, pruned_loss=0.07754, over 12390.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02958, over 58.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3006, pruned_loss=0.06874, over 2473111.50 frames. utt_duration=640.8 frames, utt_pad_proportion=0.06124, over 15474.85 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2873, pruned_loss=0.05701, over 1763160.66 frames. utt_duration=1274 frames, utt_pad_proportion=0.06467, over 5541.22 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3018, pruned_loss=0.06992, over 2472989.61 frames. utt_duration=604.7 frames, utt_pad_proportion=0.06142, over 16399.22 utterances.], batch size: 58, lr: 4.06e-04
2022-08-25 08:00:18,360 INFO [train.py:927] (5/8) Epoch 9, batch 2450, giga_loss[loss=0.2086, simple_loss=0.2812, pruned_loss=0.06798, over 12235.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02913, over 39.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2987, pruned_loss=0.06839, over 2473188.83 frames. utt_duration=625.2 frames, utt_pad_proportion=0.05847, over 15862.69 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2875, pruned_loss=0.05727, over 1773932.80 frames. utt_duration=1280 frames, utt_pad_proportion=0.06374, over 5549.04 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.2997, pruned_loss=0.06932, over 2472930.84 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05899, over 16721.38 utterances.], batch size: 39, lr: 4.06e-04
2022-08-25 08:02:00,710 INFO [train.py:927] (5/8) Epoch 9, batch 2500, giga_loss[loss=0.1833, simple_loss=0.2603, pruned_loss=0.05313, over 12122.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04438, over 33.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2963, pruned_loss=0.06719, over 2471870.18 frames. utt_duration=617.8 frames, utt_pad_proportion=0.05856, over 16043.15 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.289, pruned_loss=0.05759, over 1780897.27 frames. utt_duration=1275 frames, utt_pad_proportion=0.06416, over 5593.52 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2963, pruned_loss=0.06783, over 2471674.18 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05883, over 16768.31 utterances.], batch size: 33, lr: 4.06e-04
2022-08-25 08:03:45,833 INFO [train.py:927] (5/8) Epoch 9, batch 2550, giga_loss[loss=0.1812, simple_loss=0.2692, pruned_loss=0.04654, over 12356.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03004, over 58.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.293, pruned_loss=0.06487, over 2471528.31 frames. utt_duration=637 frames, utt_pad_proportion=0.05983, over 15555.76 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2905, pruned_loss=0.05767, over 1797922.02 frames. utt_duration=1282 frames, utt_pad_proportion=0.06276, over 5618.28 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2923, pruned_loss=0.06554, over 2471443.09 frames. utt_duration=606.4 frames, utt_pad_proportion=0.06041, over 16342.59 utterances.], batch size: 58, lr: 4.06e-04
2022-08-25 08:05:28,008 INFO [train.py:927] (5/8) Epoch 9, batch 2600, giga_loss[loss=0.2128, simple_loss=0.2971, pruned_loss=0.06424, over 12342.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2945, pruned_loss=0.06526, over 2472315.17 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06727, over 17059.95 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2909, pruned_loss=0.05794, over 1811234.58 frames. utt_duration=1267 frames, utt_pad_proportion=0.06724, over 5726.55 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2937, pruned_loss=0.06575, over 2472304.76 frames. utt_duration=558 frames, utt_pad_proportion=0.06614, over 17771.27 utterances.], batch size: 97, lr: 4.06e-04
2022-08-25 08:07:09,194 INFO [train.py:927] (5/8) Epoch 9, batch 2650, libri_loss[loss=0.185, simple_loss=0.2677, pruned_loss=0.05112, over 12453.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006457, over 32.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2947, pruned_loss=0.06453, over 2472484.28 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06821, over 17317.00 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2912, pruned_loss=0.05804, over 1827966.57 frames. utt_duration=1253 frames, utt_pad_proportion=0.07102, over 5841.44 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2939, pruned_loss=0.065, over 2472130.63 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06606, over 18042.67 utterances.], batch size: 32, lr: 4.05e-04
2022-08-25 08:08:50,177 INFO [train.py:927] (5/8) Epoch 9, batch 2700, giga_loss[loss=0.1801, simple_loss=0.2702, pruned_loss=0.04501, over 12418.00 frames. utt_duration=754 frames, utt_pad_proportion=0.02452, over 66.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2934, pruned_loss=0.06314, over 2472166.83 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06305, over 16980.49 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2906, pruned_loss=0.05797, over 1861738.63 frames. utt_duration=1267 frames, utt_pad_proportion=0.0674, over 5885.08 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2934, pruned_loss=0.06387, over 2472587.67 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06251, over 18090.81 utterances.], batch size: 66, lr: 4.05e-04
2022-08-25 08:10:32,139 INFO [train.py:927] (5/8) Epoch 9, batch 2750, libri_loss[loss=0.2097, simple_loss=0.2948, pruned_loss=0.06226, over 12456.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03444, over 46.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2929, pruned_loss=0.06309, over 2472290.87 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06048, over 16457.78 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2899, pruned_loss=0.05778, over 1882617.33 frames. utt_duration=1274 frames, utt_pad_proportion=0.0653, over 5915.79 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2934, pruned_loss=0.06398, over 2472786.77 frames. utt_duration=561 frames, utt_pad_proportion=0.06078, over 17678.53 utterances.], batch size: 46, lr: 4.05e-04
2022-08-25 08:12:15,256 INFO [train.py:927] (5/8) Epoch 9, batch 2800, giga_loss[loss=0.2074, simple_loss=0.2933, pruned_loss=0.06077, over 12486.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04151, over 34.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2939, pruned_loss=0.06363, over 2473316.54 frames. utt_duration=599.9 frames, utt_pad_proportion=0.05877, over 16532.96 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2901, pruned_loss=0.05795, over 1894540.35 frames. utt_duration=1274 frames, utt_pad_proportion=0.06437, over 5956.09 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2942, pruned_loss=0.06433, over 2473512.78 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05936, over 17667.29 utterances.], batch size: 34, lr: 4.05e-04
2022-08-25 08:13:57,854 INFO [train.py:927] (5/8) Epoch 9, batch 2850, giga_loss[loss=0.2172, simple_loss=0.3024, pruned_loss=0.06602, over 12447.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03611, over 133.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2961, pruned_loss=0.06427, over 2473249.58 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05571, over 16623.36 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2908, pruned_loss=0.05832, over 1905886.93 frames. utt_duration=1265 frames, utt_pad_proportion=0.06526, over 6034.36 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.296, pruned_loss=0.06468, over 2473535.43 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05603, over 17640.78 utterances.], batch size: 133, lr: 4.05e-04
2022-08-25 08:15:40,595 INFO [train.py:927] (5/8) Epoch 9, batch 2900, giga_loss[loss=0.1934, simple_loss=0.286, pruned_loss=0.05041, over 12286.00 frames. utt_duration=794.1 frames, utt_pad_proportion=0.0386, over 62.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2963, pruned_loss=0.06424, over 2472744.11 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06158, over 17034.07 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2904, pruned_loss=0.05825, over 1916923.91 frames. utt_duration=1271 frames, utt_pad_proportion=0.06406, over 6039.62 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2966, pruned_loss=0.06471, over 2473176.52 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06183, over 18025.00 utterances.], batch size: 62, lr: 4.05e-04
2022-08-25 08:17:21,427 INFO [train.py:927] (5/8) Epoch 9, batch 2950, giga_loss[loss=0.1926, simple_loss=0.2757, pruned_loss=0.05477, over 12452.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03428, over 98.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2969, pruned_loss=0.06455, over 2473063.04 frames. utt_duration=573.5 frames, utt_pad_proportion=0.0619, over 17292.83 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2907, pruned_loss=0.05841, over 1930674.82 frames. utt_duration=1273 frames, utt_pad_proportion=0.06258, over 6072.20 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2971, pruned_loss=0.06494, over 2473409.18 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06248, over 18294.32 utterances.], batch size: 98, lr: 4.05e-04
2022-08-25 08:19:07,788 INFO [train.py:927] (5/8) Epoch 9, batch 3000, giga_loss[loss=0.1834, simple_loss=0.2659, pruned_loss=0.05045, over 12448.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.03116, over 55.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2956, pruned_loss=0.0639, over 2473127.43 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05868, over 17191.64 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2912, pruned_loss=0.0585, over 1935951.68 frames. utt_duration=1275 frames, utt_pad_proportion=0.06194, over 6080.47 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2954, pruned_loss=0.0642, over 2473506.73 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05948, over 18075.80 utterances.], batch size: 55, lr: 4.05e-04
2022-08-25 08:19:07,789 INFO [train.py:958] (5/8) Computing validation loss
2022-08-25 08:19:21,838 INFO [train.py:967] (5/8) 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 08:21:01,245 INFO [train.py:927] (5/8) Epoch 9, batch 3050, giga_loss[loss=0.2047, simple_loss=0.2873, pruned_loss=0.06101, over 12352.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1865, over 361.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2961, pruned_loss=0.06398, over 2474291.32 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06096, over 18287.47 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2916, pruned_loss=0.05895, over 1952204.75 frames. utt_duration=1278 frames, utt_pad_proportion=0.0603, over 6115.78 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2958, pruned_loss=0.06404, over 2474322.39 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06186, over 19262.19 utterances.], batch size: 361, lr: 4.05e-04
2022-08-25 08:22:40,363 INFO [train.py:927] (5/8) Epoch 9, batch 3100, giga_loss[loss=0.2223, simple_loss=0.3074, pruned_loss=0.06858, over 12412.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03225, over 80.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2977, pruned_loss=0.06471, over 2474543.79 frames. utt_duration=548.8 frames, utt_pad_proportion=0.05961, over 18084.58 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2915, pruned_loss=0.05889, over 1965197.04 frames. utt_duration=1281 frames, utt_pad_proportion=0.0592, over 6143.67 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2976, pruned_loss=0.06492, over 2474515.19 frames. utt_duration=519.8 frames, utt_pad_proportion=0.0607, over 19098.24 utterances.], batch size: 80, lr: 4.05e-04
2022-08-25 08:24:19,873 INFO [train.py:927] (5/8) Epoch 9, batch 3150, giga_loss[loss=0.2321, simple_loss=0.3065, pruned_loss=0.07888, over 12434.00 frames. utt_duration=441.8 frames, utt_pad_proportion=0.03548, over 113.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2954, pruned_loss=0.06439, over 2474366.17 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05831, over 17163.33 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2916, pruned_loss=0.05899, over 1975166.36 frames. utt_duration=1286 frames, utt_pad_proportion=0.0581, over 6150.75 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2954, pruned_loss=0.06459, over 2474485.66 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05964, over 18166.67 utterances.], batch size: 113, lr: 4.05e-04
2022-08-25 08:25:58,724 INFO [train.py:927] (5/8) Epoch 9, batch 3200, giga_loss[loss=0.2074, simple_loss=0.2842, pruned_loss=0.06531, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03304, over 42.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2932, pruned_loss=0.06436, over 2473350.44 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05754, over 17244.55 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2917, pruned_loss=0.05913, over 1982294.32 frames. utt_duration=1287 frames, utt_pad_proportion=0.05743, over 6168.32 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2931, pruned_loss=0.0645, over 2473730.81 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05884, over 18168.44 utterances.], batch size: 42, lr: 4.05e-04
2022-08-25 08:27:40,872 INFO [train.py:927] (5/8) Epoch 9, batch 3250, giga_loss[loss=0.1907, simple_loss=0.2758, pruned_loss=0.05277, over 12446.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.0312, over 55.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2915, pruned_loss=0.06382, over 2473778.09 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05774, over 17239.70 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2916, pruned_loss=0.05911, over 1994500.12 frames. utt_duration=1292 frames, utt_pad_proportion=0.05625, over 6183.83 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2916, pruned_loss=0.06407, over 2474037.93 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05914, over 18223.25 utterances.], batch size: 55, lr: 4.05e-04
2022-08-25 08:29:21,650 INFO [train.py:927] (5/8) Epoch 9, batch 3300, giga_loss[loss=0.221, simple_loss=0.3095, pruned_loss=0.06624, over 12452.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03415, over 98.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2881, pruned_loss=0.06269, over 2473814.71 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05768, over 17378.75 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2916, pruned_loss=0.05919, over 2003990.13 frames. utt_duration=1295 frames, utt_pad_proportion=0.05517, over 6197.05 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2882, pruned_loss=0.0629, over 2474055.05 frames. utt_duration=541 frames, utt_pad_proportion=0.05911, over 18342.01 utterances.], batch size: 98, lr: 4.05e-04
2022-08-25 08:31:03,306 INFO [train.py:927] (5/8) Epoch 9, batch 3350, giga_loss[loss=0.1915, simple_loss=0.2763, pruned_loss=0.05332, over 12388.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.0307, over 62.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2881, pruned_loss=0.06245, over 2473764.51 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05451, over 17185.47 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.292, pruned_loss=0.05948, over 2015246.57 frames. utt_duration=1298 frames, utt_pad_proportion=0.05411, over 6218.86 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2877, pruned_loss=0.06248, over 2474307.29 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05616, over 18194.24 utterances.], batch size: 62, lr: 4.05e-04
2022-08-25 08:32:44,584 INFO [train.py:927] (5/8) Epoch 9, batch 3400, giga_loss[loss=0.2223, simple_loss=0.3057, pruned_loss=0.06948, over 12358.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2899, pruned_loss=0.06285, over 2473622.72 frames. utt_duration=592 frames, utt_pad_proportion=0.05084, over 16757.25 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2921, pruned_loss=0.05951, over 2021900.84 frames. utt_duration=1301 frames, utt_pad_proportion=0.05346, over 6223.59 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2895, pruned_loss=0.06288, over 2474219.57 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05256, over 17695.81 utterances.], batch size: 97, lr: 4.05e-04
2022-08-25 08:34:26,169 INFO [train.py:927] (5/8) Epoch 9, batch 3450, giga_loss[loss=0.2193, simple_loss=0.2969, pruned_loss=0.07084, over 12342.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03001, over 48.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2936, pruned_loss=0.06424, over 2474246.86 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05232, over 16693.93 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2926, pruned_loss=0.05969, over 2035326.36 frames. utt_duration=1293 frames, utt_pad_proportion=0.05424, over 6304.91 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2929, pruned_loss=0.06424, over 2474704.48 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05331, over 17650.59 utterances.], batch size: 48, lr: 4.05e-04
2022-08-25 08:36:12,556 INFO [train.py:927] (5/8) Epoch 9, batch 3500, giga_loss[loss=0.2395, simple_loss=0.3254, pruned_loss=0.07679, over 12419.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03373, over 75.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2978, pruned_loss=0.06743, over 2473863.44 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05653, over 16853.12 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2928, pruned_loss=0.05978, over 2054318.48 frames. utt_duration=1288 frames, utt_pad_proportion=0.05336, over 6388.13 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2971, pruned_loss=0.06755, over 2474587.18 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05729, over 17963.09 utterances.], batch size: 75, lr: 4.05e-04
2022-08-25 08:37:54,396 INFO [train.py:927] (5/8) Epoch 9, batch 3550, giga_loss[loss=0.2547, simple_loss=0.333, pruned_loss=0.08819, over 12457.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04249, over 31.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3058, pruned_loss=0.07278, over 2474079.74 frames. utt_duration=548 frames, utt_pad_proportion=0.06085, over 18106.82 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2934, pruned_loss=0.05998, over 2060648.27 frames. utt_duration=1288 frames, utt_pad_proportion=0.05264, over 6406.24 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3049, pruned_loss=0.07288, over 2474583.05 frames. utt_duration=519 frames, utt_pad_proportion=0.06148, over 19126.86 utterances.], batch size: 31, lr: 4.05e-04
2022-08-25 08:39:40,749 INFO [train.py:927] (5/8) Epoch 9, batch 3600, libri_loss[loss=0.2149, simple_loss=0.3105, pruned_loss=0.05964, over 12387.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009544, over 38.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3115, pruned_loss=0.07744, over 2474412.78 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06534, over 18955.78 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2935, pruned_loss=0.06005, over 2069013.53 frames. utt_duration=1291 frames, utt_pad_proportion=0.05164, over 6419.04 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.311, pruned_loss=0.07773, over 2474674.71 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06593, over 19966.77 utterances.], batch size: 38, lr: 4.05e-04
2022-08-25 08:41:25,446 INFO [train.py:927] (5/8) Epoch 9, batch 3650, giga_loss[loss=0.2613, simple_loss=0.3339, pruned_loss=0.09438, over 12361.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03904, over 113.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.317, pruned_loss=0.08186, over 2474294.48 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07322, over 19796.57 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2943, pruned_loss=0.06058, over 2086653.57 frames. utt_duration=1263 frames, utt_pad_proportion=0.06089, over 6618.22 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3168, pruned_loss=0.08253, over 2474723.69 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07125, over 20985.46 utterances.], batch size: 113, lr: 4.05e-04
2022-08-25 08:43:12,304 INFO [train.py:927] (5/8) Epoch 9, batch 3700, giga_loss[loss=0.2284, simple_loss=0.3095, pruned_loss=0.0736, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02771, over 66.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3203, pruned_loss=0.08498, over 2474244.27 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07128, over 20226.35 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.294, pruned_loss=0.06049, over 2099416.00 frames. utt_duration=1270 frames, utt_pad_proportion=0.059, over 6619.65 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3212, pruned_loss=0.08627, over 2475114.64 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07045, over 21589.26 utterances.], batch size: 66, lr: 4.04e-04
2022-08-25 08:44:59,233 INFO [train.py:927] (5/8) Epoch 9, batch 3750, libri_loss[loss=0.2224, simple_loss=0.3104, pruned_loss=0.06716, over 12484.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006756, over 36.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3266, pruned_loss=0.09048, over 2474272.17 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08082, over 21749.91 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2941, pruned_loss=0.06059, over 2112082.99 frames. utt_duration=1262 frames, utt_pad_proportion=0.06199, over 6703.47 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3282, pruned_loss=0.09236, over 2475243.60 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07926, over 23250.58 utterances.], batch size: 36, lr: 4.04e-04
2022-08-25 08:46:48,318 INFO [train.py:927] (5/8) Epoch 9, batch 3800, giga_loss[loss=0.2523, simple_loss=0.319, pruned_loss=0.09278, over 12388.00 frames. utt_duration=546 frames, utt_pad_proportion=0.0268, over 91.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3285, pruned_loss=0.09274, over 2474384.05 frames. utt_duration=441.1 frames, utt_pad_proportion=0.0848, over 22513.57 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2941, pruned_loss=0.06053, over 2126040.88 frames. utt_duration=1271 frames, utt_pad_proportion=0.05985, over 6700.32 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.331, pruned_loss=0.09538, over 2475406.57 frames. utt_duration=409.5 frames, utt_pad_proportion=0.08402, over 24264.68 utterances.], batch size: 91, lr: 4.04e-04
2022-08-25 08:48:34,151 INFO [train.py:927] (5/8) Epoch 9, batch 3850, giga_loss[loss=0.2615, simple_loss=0.3432, pruned_loss=0.0899, over 12460.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03504, over 86.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3288, pruned_loss=0.09254, over 2474751.89 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07844, over 21692.35 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2942, pruned_loss=0.06061, over 2127752.67 frames. utt_duration=1272 frames, utt_pad_proportion=0.05959, over 6699.82 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3308, pruned_loss=0.09468, over 2475581.57 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07828, over 23135.65 utterances.], batch size: 86, lr: 4.04e-04
2022-08-25 08:50:17,060 INFO [train.py:927] (5/8) Epoch 9, batch 3900, giga_loss[loss=0.2808, simple_loss=0.3533, pruned_loss=0.1041, over 12424.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03647, over 105.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3294, pruned_loss=0.0917, over 2474719.66 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07465, over 20863.55 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2945, pruned_loss=0.06086, over 2137894.34 frames. utt_duration=1270 frames, utt_pad_proportion=0.05891, over 6741.34 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3317, pruned_loss=0.09406, over 2475512.72 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07508, over 22373.11 utterances.], batch size: 105, lr: 4.04e-04
2022-08-25 08:52:04,910 INFO [train.py:927] (5/8) Epoch 9, batch 3950, giga_loss[loss=0.2747, simple_loss=0.3426, pruned_loss=0.1033, over 12371.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06699, over 211.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3278, pruned_loss=0.0896, over 2474687.19 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07648, over 20913.92 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2946, pruned_loss=0.06088, over 2144498.97 frames. utt_duration=1257 frames, utt_pad_proportion=0.06365, over 6829.64 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3301, pruned_loss=0.092, over 2475364.44 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07558, over 22291.93 utterances.], batch size: 211, lr: 4.04e-04
2022-08-25 08:53:53,393 INFO [train.py:927] (5/8) Epoch 9, batch 4000, giga_loss[loss=0.2471, simple_loss=0.3263, pruned_loss=0.08397, over 12408.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06263, over 183.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3261, pruned_loss=0.08694, over 2474993.40 frames. utt_duration=484.1 frames, utt_pad_proportion=0.0721, over 20511.24 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2944, pruned_loss=0.06076, over 2147648.11 frames. utt_duration=1260 frames, utt_pad_proportion=0.06312, over 6824.37 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3283, pruned_loss=0.08914, over 2475645.18 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07177, over 21712.06 utterances.], batch size: 183, lr: 4.04e-04
2022-08-25 08:55:35,936 INFO [train.py:927] (5/8) Epoch 9, batch 4050, giga_loss[loss=0.2493, simple_loss=0.3238, pruned_loss=0.08742, over 12420.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03677, over 113.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3226, pruned_loss=0.0843, over 2474646.26 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07305, over 20446.58 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2939, pruned_loss=0.06045, over 2161491.46 frames. utt_duration=1270 frames, utt_pad_proportion=0.06071, over 6814.59 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3261, pruned_loss=0.08734, over 2475725.04 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07353, over 21993.87 utterances.], batch size: 113, lr: 4.04e-04
2022-08-25 08:57:25,131 INFO [train.py:927] (5/8) Epoch 9, batch 4100, giga_loss[loss=0.266, simple_loss=0.3317, pruned_loss=0.1001, over 12452.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.0363, over 133.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3227, pruned_loss=0.08464, over 2474058.74 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07369, over 20654.79 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2939, pruned_loss=0.06031, over 2168716.72 frames. utt_duration=1275 frames, utt_pad_proportion=0.0594, over 6814.24 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3261, pruned_loss=0.08771, over 2475389.99 frames. utt_duration=447.5 frames, utt_pad_proportion=0.0745, over 22201.38 utterances.], batch size: 133, lr: 4.04e-04
2022-08-25 08:59:17,387 INFO [train.py:927] (5/8) Epoch 9, batch 4150, giga_loss[loss=0.2653, simple_loss=0.3435, pruned_loss=0.09355, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0352, over 40.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3221, pruned_loss=0.08343, over 2473671.48 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07226, over 20528.45 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2937, pruned_loss=0.06029, over 2176031.72 frames. utt_duration=1280 frames, utt_pad_proportion=0.05819, over 6807.90 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3256, pruned_loss=0.0864, over 2474962.43 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07341, over 22056.34 utterances.], batch size: 40, lr: 4.04e-04
2022-08-25 09:01:02,924 INFO [train.py:927] (5/8) Epoch 9, batch 4200, giga_loss[loss=0.3159, simple_loss=0.3712, pruned_loss=0.1303, over 12395.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1098, over 260.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3228, pruned_loss=0.08246, over 2473655.50 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07397, over 20661.15 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2937, pruned_loss=0.06006, over 2186033.79 frames. utt_duration=1283 frames, utt_pad_proportion=0.0566, over 6824.43 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3265, pruned_loss=0.08574, over 2474935.68 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07537, over 22301.56 utterances.], batch size: 260, lr: 4.04e-04
2022-08-25 09:02:47,793 INFO [train.py:927] (5/8) Epoch 9, batch 4250, giga_loss[loss=0.2307, simple_loss=0.3169, pruned_loss=0.07226, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03783, over 28.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3221, pruned_loss=0.08223, over 2473962.49 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06928, over 20046.55 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2935, pruned_loss=0.05994, over 2195727.79 frames. utt_duration=1283 frames, utt_pad_proportion=0.05623, over 6854.17 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3261, pruned_loss=0.08566, over 2475226.01 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07102, over 21763.86 utterances.], batch size: 28, lr: 4.04e-04
2022-08-25 09:04:34,585 INFO [train.py:927] (5/8) Epoch 9, batch 4300, giga_loss[loss=0.2194, simple_loss=0.2963, pruned_loss=0.07122, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03171, over 58.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3197, pruned_loss=0.08138, over 2474258.54 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07016, over 19554.39 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2937, pruned_loss=0.06001, over 2206364.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.05995, over 6968.21 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3237, pruned_loss=0.08487, over 2475545.01 frames. utt_duration=466.3 frames, utt_pad_proportion=0.0707, over 21303.26 utterances.], batch size: 58, lr: 4.04e-04
2022-08-25 09:06:23,642 INFO [train.py:927] (5/8) Epoch 9, batch 4350, giga_loss[loss=0.2156, simple_loss=0.3115, pruned_loss=0.05987, over 12305.00 frames. utt_duration=704.6 frames, utt_pad_proportion=0.03341, over 70.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3188, pruned_loss=0.08025, over 2474183.55 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06821, over 19064.58 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2944, pruned_loss=0.0604, over 2213068.26 frames. utt_duration=1267 frames, utt_pad_proportion=0.05881, over 6994.71 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.322, pruned_loss=0.0832, over 2475150.29 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06924, over 20722.73 utterances.], batch size: 70, lr: 4.04e-04
2022-08-25 09:08:10,751 INFO [train.py:927] (5/8) Epoch 9, batch 4400, libri_loss[loss=0.1681, simple_loss=0.2521, pruned_loss=0.04201, over 12291.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.009799, over 28.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3184, pruned_loss=0.07992, over 2473768.25 frames. utt_duration=504.1 frames, utt_pad_proportion=0.07245, over 19686.56 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2942, pruned_loss=0.06037, over 2216796.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.05825, over 6992.79 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3215, pruned_loss=0.08254, over 2474681.95 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07317, over 21162.00 utterances.], batch size: 28, lr: 4.04e-04
2022-08-25 09:09:59,861 INFO [train.py:927] (5/8) Epoch 9, batch 4450, giga_loss[loss=0.2621, simple_loss=0.3324, pruned_loss=0.09595, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03992, over 113.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3171, pruned_loss=0.08008, over 2474045.67 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07398, over 20060.31 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2942, pruned_loss=0.06042, over 2224214.76 frames. utt_duration=1274 frames, utt_pad_proportion=0.05691, over 6989.12 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3202, pruned_loss=0.08267, over 2474942.94 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07498, over 21605.27 utterances.], batch size: 113, lr: 4.04e-04
2022-08-25 09:11:48,093 INFO [train.py:927] (5/8) Epoch 9, batch 4500, libri_loss[loss=0.2406, simple_loss=0.3277, pruned_loss=0.07675, over 12258.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008423, over 37.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3163, pruned_loss=0.08042, over 2474366.58 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07057, over 19937.52 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2942, pruned_loss=0.0604, over 2229221.96 frames. utt_duration=1278 frames, utt_pad_proportion=0.05595, over 6987.40 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3191, pruned_loss=0.08286, over 2475054.19 frames. utt_duration=464 frames, utt_pad_proportion=0.07195, over 21401.89 utterances.], batch size: 37, lr: 4.04e-04
2022-08-25 09:13:33,336 INFO [train.py:927] (5/8) Epoch 9, batch 4550, giga_loss[loss=0.2163, simple_loss=0.2984, pruned_loss=0.06711, over 12386.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02991, over 58.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3152, pruned_loss=0.08023, over 2474523.28 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06726, over 19888.92 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2944, pruned_loss=0.06039, over 2231638.13 frames. utt_duration=1277 frames, utt_pad_proportion=0.05579, over 7000.44 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3174, pruned_loss=0.08235, over 2475081.96 frames. utt_duration=469.5 frames, utt_pad_proportion=0.06865, over 21148.84 utterances.], batch size: 58, lr: 4.04e-04
2022-08-25 09:15:19,501 INFO [train.py:927] (5/8) Epoch 9, batch 4600, giga_loss[loss=0.223, simple_loss=0.3056, pruned_loss=0.07023, over 12412.00 frames. utt_duration=578.8 frames, utt_pad_proportion=0.03533, over 86.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3143, pruned_loss=0.07931, over 2473451.40 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06518, over 19574.15 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2946, pruned_loss=0.06034, over 2238544.51 frames. utt_duration=1281 frames, utt_pad_proportion=0.05443, over 6995.50 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3165, pruned_loss=0.08159, over 2474181.86 frames. utt_duration=474 frames, utt_pad_proportion=0.06693, over 20944.52 utterances.], batch size: 86, lr: 4.04e-04
2022-08-25 09:17:06,846 INFO [train.py:927] (5/8) Epoch 9, batch 4650, giga_loss[loss=0.2673, simple_loss=0.3385, pruned_loss=0.09804, over 12362.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05314, over 161.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3149, pruned_loss=0.07949, over 2473585.55 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07338, over 20081.75 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2948, pruned_loss=0.06046, over 2243138.10 frames. utt_duration=1284 frames, utt_pad_proportion=0.05348, over 6994.58 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3169, pruned_loss=0.08155, over 2474224.29 frames. utt_duration=464 frames, utt_pad_proportion=0.07463, over 21396.62 utterances.], batch size: 161, lr: 4.04e-04
2022-08-25 09:18:54,768 INFO [train.py:927] (5/8) Epoch 9, batch 4700, giga_loss[loss=0.278, simple_loss=0.3368, pruned_loss=0.1096, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03669, over 43.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3154, pruned_loss=0.08008, over 2473317.90 frames. utt_duration=489.7 frames, utt_pad_proportion=0.0733, over 20261.31 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2947, pruned_loss=0.06033, over 2246614.78 frames. utt_duration=1286 frames, utt_pad_proportion=0.05304, over 6997.69 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3174, pruned_loss=0.08205, over 2473787.95 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07448, over 21463.11 utterances.], batch size: 43, lr: 4.04e-04
2022-08-25 09:20:42,217 INFO [train.py:927] (5/8) Epoch 9, batch 4750, giga_loss[loss=0.1809, simple_loss=0.2665, pruned_loss=0.04762, over 12279.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03452, over 28.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.318, pruned_loss=0.0827, over 2473096.29 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07621, over 20649.48 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.295, pruned_loss=0.06033, over 2249986.83 frames. utt_duration=1287 frames, utt_pad_proportion=0.05236, over 6999.74 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3196, pruned_loss=0.08457, over 2473484.52 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07731, over 21792.80 utterances.], batch size: 28, lr: 4.03e-04
2022-08-25 09:22:26,440 INFO [train.py:927] (5/8) Epoch 9, batch 4800, giga_loss[loss=0.2311, simple_loss=0.3085, pruned_loss=0.07686, over 12254.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02663, over 54.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3193, pruned_loss=0.08472, over 2473342.46 frames. utt_duration=472.1 frames, utt_pad_proportion=0.0773, over 21020.82 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2948, pruned_loss=0.06024, over 2253209.76 frames. utt_duration=1290 frames, utt_pad_proportion=0.05178, over 6994.81 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.321, pruned_loss=0.08661, over 2473741.41 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07837, over 22123.26 utterances.], batch size: 54, lr: 4.03e-04
2022-08-25 09:24:10,641 INFO [train.py:927] (5/8) Epoch 9, batch 4850, giga_loss[loss=0.2395, simple_loss=0.3217, pruned_loss=0.07871, over 12361.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03962, over 113.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3188, pruned_loss=0.0843, over 2472828.49 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07435, over 21051.99 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2949, pruned_loss=0.06033, over 2256316.66 frames. utt_duration=1292 frames, utt_pad_proportion=0.05111, over 6994.86 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3205, pruned_loss=0.08606, over 2473307.66 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07563, over 22117.31 utterances.], batch size: 113, lr: 4.03e-04
2022-08-25 09:25:57,680 INFO [train.py:927] (5/8) Epoch 9, batch 4900, giga_loss[loss=0.2264, simple_loss=0.311, pruned_loss=0.07095, over 12335.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03326, over 85.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3177, pruned_loss=0.08304, over 2473466.45 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07897, over 22191.85 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2947, pruned_loss=0.06029, over 2258333.51 frames. utt_duration=1294 frames, utt_pad_proportion=0.05072, over 6987.94 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3193, pruned_loss=0.08467, over 2473982.24 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07995, over 23176.77 utterances.], batch size: 85, lr: 4.03e-04
2022-08-25 09:27:47,807 INFO [train.py:927] (5/8) Epoch 9, batch 4950, giga_loss[loss=0.2369, simple_loss=0.3108, pruned_loss=0.08152, over 12464.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03018, over 75.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3157, pruned_loss=0.08199, over 2474657.83 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07555, over 21616.79 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2949, pruned_loss=0.06035, over 2261534.62 frames. utt_duration=1295 frames, utt_pad_proportion=0.05009, over 6991.09 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3172, pruned_loss=0.08353, over 2475088.49 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07676, over 22594.43 utterances.], batch size: 75, lr: 4.03e-04
2022-08-25 09:29:40,161 INFO [train.py:927] (5/8) Epoch 9, batch 5000, giga_loss[loss=0.2459, simple_loss=0.3425, pruned_loss=0.07463, over 12445.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03169, over 75.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3164, pruned_loss=0.08152, over 2474680.56 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07041, over 20476.65 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2945, pruned_loss=0.06022, over 2268447.66 frames. utt_duration=1300 frames, utt_pad_proportion=0.04894, over 6987.43 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3185, pruned_loss=0.08352, over 2475407.96 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07224, over 21698.42 utterances.], batch size: 75, lr: 4.03e-04
2022-08-25 09:31:28,463 INFO [train.py:927] (5/8) Epoch 9, batch 5050, libri_loss[loss=0.2853, simple_loss=0.355, pruned_loss=0.1078, over 12394.00 frames. utt_duration=398.2 frames, utt_pad_proportion=0.3788, over 125.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3189, pruned_loss=0.08185, over 2474337.44 frames. utt_duration=472.2 frames, utt_pad_proportion=0.0774, over 21024.00 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2951, pruned_loss=0.06063, over 2272655.13 frames. utt_duration=1284 frames, utt_pad_proportion=0.05424, over 7090.54 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3205, pruned_loss=0.08346, over 2474821.46 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07704, over 22144.93 utterances.], batch size: 125, lr: 4.03e-04
2022-08-25 09:33:12,480 INFO [train.py:927] (5/8) Epoch 9, batch 5100, giga_loss[loss=0.1976, simple_loss=0.2822, pruned_loss=0.05656, over 12093.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03933, over 30.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.32, pruned_loss=0.08241, over 2473468.74 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07583, over 20700.68 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2946, pruned_loss=0.06017, over 2279950.42 frames. utt_duration=1286 frames, utt_pad_proportion=0.05367, over 7098.42 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3226, pruned_loss=0.08483, over 2474410.73 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07597, over 22074.72 utterances.], batch size: 30, lr: 4.03e-04
2022-08-25 09:34:59,249 INFO [train.py:927] (5/8) Epoch 9, batch 5150, giga_loss[loss=0.22, simple_loss=0.2973, pruned_loss=0.0713, over 12231.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02941, over 39.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3207, pruned_loss=0.08368, over 2472634.30 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07917, over 21042.60 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2952, pruned_loss=0.06012, over 2283705.67 frames. utt_duration=1290 frames, utt_pad_proportion=0.0528, over 7091.42 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3227, pruned_loss=0.08607, over 2473449.32 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07949, over 22395.43 utterances.], batch size: 39, lr: 4.03e-04
2022-08-25 09:36:44,960 INFO [train.py:927] (5/8) Epoch 9, batch 5200, giga_loss[loss=0.2432, simple_loss=0.3187, pruned_loss=0.08388, over 12352.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0421, over 113.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3196, pruned_loss=0.08414, over 2472417.13 frames. utt_duration=474.3 frames, utt_pad_proportion=0.0802, over 20913.95 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2955, pruned_loss=0.06023, over 2289009.61 frames. utt_duration=1280 frames, utt_pad_proportion=0.05581, over 7163.84 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3217, pruned_loss=0.08662, over 2473322.10 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08001, over 22316.89 utterances.], batch size: 113, lr: 4.03e-04
2022-08-25 09:38:32,292 INFO [train.py:927] (5/8) Epoch 9, batch 5250, giga_loss[loss=0.2579, simple_loss=0.3201, pruned_loss=0.09785, over 12396.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02917, over 97.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3181, pruned_loss=0.08337, over 2472432.45 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07306, over 19647.55 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2951, pruned_loss=0.06014, over 2295692.94 frames. utt_duration=1285 frames, utt_pad_proportion=0.05438, over 7155.16 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3208, pruned_loss=0.0862, over 2472841.68 frames. utt_duration=468 frames, utt_pad_proportion=0.074, over 21203.63 utterances.], batch size: 97, lr: 4.03e-04
2022-08-25 09:40:19,556 INFO [train.py:927] (5/8) Epoch 9, batch 5300, giga_loss[loss=0.3227, simple_loss=0.3775, pruned_loss=0.134, over 12383.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3167, pruned_loss=0.08336, over 2471495.69 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07182, over 19386.43 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2951, pruned_loss=0.06024, over 2300520.02 frames. utt_duration=1289 frames, utt_pad_proportion=0.05309, over 7148.54 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3194, pruned_loss=0.08616, over 2472185.64 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07322, over 20961.33 utterances.], batch size: 258, lr: 4.03e-04
2022-08-25 09:42:04,540 INFO [train.py:927] (5/8) Epoch 9, batch 5350, giga_loss[loss=0.2621, simple_loss=0.3315, pruned_loss=0.0964, over 12389.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04871, over 161.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3169, pruned_loss=0.08337, over 2471497.41 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07218, over 20003.32 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2948, pruned_loss=0.06011, over 2303596.76 frames. utt_duration=1292 frames, utt_pad_proportion=0.05233, over 7142.60 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3197, pruned_loss=0.08608, over 2472306.99 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07357, over 21465.37 utterances.], batch size: 161, lr: 4.03e-04
2022-08-25 09:43:50,506 INFO [train.py:927] (5/8) Epoch 9, batch 5400, libri_loss[loss=0.1713, simple_loss=0.2565, pruned_loss=0.04304, over 12285.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009367, over 28.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3186, pruned_loss=0.0843, over 2472316.47 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06664, over 19501.35 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2945, pruned_loss=0.05988, over 2306757.06 frames. utt_duration=1297 frames, utt_pad_proportion=0.05159, over 7119.91 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3215, pruned_loss=0.08712, over 2473161.33 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06843, over 20926.69 utterances.], batch size: 28, lr: 4.03e-04
2022-08-25 09:45:38,273 INFO [train.py:927] (5/8) Epoch 9, batch 5450, giga_loss[loss=0.2671, simple_loss=0.3403, pruned_loss=0.09694, over 12393.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03958, over 133.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3201, pruned_loss=0.0839, over 2473381.77 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06872, over 19448.22 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05979, over 2309210.39 frames. utt_duration=1300 frames, utt_pad_proportion=0.05112, over 7111.20 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3227, pruned_loss=0.08653, over 2474069.70 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07023, over 20748.11 utterances.], batch size: 133, lr: 4.03e-04
2022-08-25 09:47:23,322 INFO [train.py:927] (5/8) Epoch 9, batch 5500, giga_loss[loss=0.2502, simple_loss=0.3299, pruned_loss=0.08523, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03442, over 105.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3227, pruned_loss=0.08445, over 2472673.21 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0718, over 19995.31 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2944, pruned_loss=0.05978, over 2311887.53 frames. utt_duration=1304 frames, utt_pad_proportion=0.05031, over 7099.05 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3254, pruned_loss=0.087, over 2473732.63 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07316, over 21269.60 utterances.], batch size: 105, lr: 4.03e-04
2022-08-25 09:49:06,852 INFO [train.py:927] (5/8) Epoch 9, batch 5550, libri_loss[loss=0.2311, simple_loss=0.3165, pruned_loss=0.07284, over 12318.00 frames. utt_duration=747.9 frames, utt_pad_proportion=0.1482, over 66.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3249, pruned_loss=0.08621, over 2472082.00 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07132, over 19844.70 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2946, pruned_loss=0.05976, over 2316464.11 frames. utt_duration=1295 frames, utt_pad_proportion=0.05075, over 7163.57 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3277, pruned_loss=0.08896, over 2473121.36 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07252, over 21151.80 utterances.], batch size: 66, lr: 4.03e-04
2022-08-25 09:50:52,381 INFO [train.py:927] (5/8) Epoch 9, batch 5600, giga_loss[loss=0.2368, simple_loss=0.3221, pruned_loss=0.07574, over 12401.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03981, over 133.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3257, pruned_loss=0.08692, over 2472407.32 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07031, over 20133.12 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2948, pruned_loss=0.05981, over 2319564.91 frames. utt_duration=1295 frames, utt_pad_proportion=0.04997, over 7175.23 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3283, pruned_loss=0.08953, over 2473216.60 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07168, over 21385.46 utterances.], batch size: 133, lr: 4.03e-04
2022-08-25 09:52:36,676 INFO [train.py:927] (5/8) Epoch 9, batch 5650, giga_loss[loss=0.2221, simple_loss=0.3193, pruned_loss=0.06247, over 12310.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02892, over 74.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3242, pruned_loss=0.08482, over 2473078.21 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06969, over 20059.20 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2943, pruned_loss=0.05949, over 2324684.16 frames. utt_duration=1300 frames, utt_pad_proportion=0.04862, over 7158.37 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3277, pruned_loss=0.08802, over 2473900.17 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07147, over 21500.18 utterances.], batch size: 74, lr: 4.03e-04
2022-08-25 09:54:23,003 INFO [train.py:927] (5/8) Epoch 9, batch 5700, giga_loss[loss=0.2648, simple_loss=0.3388, pruned_loss=0.0954, over 12459.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03492, over 86.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.325, pruned_loss=0.08498, over 2473702.40 frames. utt_duration=489 frames, utt_pad_proportion=0.07284, over 20296.21 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2944, pruned_loss=0.05964, over 2329030.43 frames. utt_duration=1300 frames, utt_pad_proportion=0.04786, over 7174.39 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3285, pruned_loss=0.08809, over 2474399.62 frames. utt_duration=455.8 frames, utt_pad_proportion=0.0745, over 21785.35 utterances.], batch size: 86, lr: 4.03e-04
2022-08-25 09:56:05,425 INFO [train.py:927] (5/8) Epoch 9, batch 5750, giga_loss[loss=0.2352, simple_loss=0.312, pruned_loss=0.07922, over 12404.00 frames. utt_duration=404.8 frames, utt_pad_proportion=0.04069, over 123.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3237, pruned_loss=0.08435, over 2472655.19 frames. utt_duration=485 frames, utt_pad_proportion=0.07499, over 20455.87 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05978, over 2332813.76 frames. utt_duration=1284 frames, utt_pad_proportion=0.05342, over 7278.59 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.327, pruned_loss=0.08726, over 2473041.83 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07495, over 21838.55 utterances.], batch size: 123, lr: 4.03e-04
2022-08-25 09:57:51,030 INFO [train.py:927] (5/8) Epoch 9, batch 5800, giga_loss[loss=0.2416, simple_loss=0.3209, pruned_loss=0.08113, over 12335.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02479, over 45.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3204, pruned_loss=0.08286, over 2473410.45 frames. utt_duration=498 frames, utt_pad_proportion=0.07123, over 19928.26 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2939, pruned_loss=0.05952, over 2338706.91 frames. utt_duration=1293 frames, utt_pad_proportion=0.05163, over 7244.57 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3249, pruned_loss=0.08643, over 2474024.06 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07226, over 21620.61 utterances.], batch size: 45, lr: 4.03e-04
2022-08-25 09:59:38,635 INFO [train.py:927] (5/8) Epoch 9, batch 5850, giga_loss[loss=0.242, simple_loss=0.3171, pruned_loss=0.08346, over 12375.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03032, over 58.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3195, pruned_loss=0.08397, over 2473116.05 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08486, over 21502.58 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2938, pruned_loss=0.05939, over 2341877.82 frames. utt_duration=1281 frames, utt_pad_proportion=0.0555, over 7321.65 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3237, pruned_loss=0.08746, over 2473737.79 frames. utt_duration=430.1 frames, utt_pad_proportion=0.08397, over 23087.56 utterances.], batch size: 58, lr: 4.02e-04
2022-08-25 10:01:20,796 INFO [train.py:927] (5/8) Epoch 9, batch 5900, libri_loss[loss=0.2171, simple_loss=0.3152, pruned_loss=0.05951, over 12287.00 frames. utt_duration=946.8 frames, utt_pad_proportion=0.08253, over 52.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3176, pruned_loss=0.08243, over 2473728.20 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07926, over 20772.87 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.294, pruned_loss=0.05954, over 2345076.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.0548, over 7324.76 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3214, pruned_loss=0.08565, over 2474274.66 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07927, over 22351.30 utterances.], batch size: 52, lr: 4.02e-04
2022-08-25 10:03:03,969 INFO [train.py:927] (5/8) Epoch 9, batch 5950, giga_loss[loss=0.2198, simple_loss=0.2907, pruned_loss=0.07444, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03093, over 42.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3144, pruned_loss=0.07979, over 2473809.61 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07534, over 20608.18 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2939, pruned_loss=0.05959, over 2348805.40 frames. utt_duration=1287 frames, utt_pad_proportion=0.05353, over 7311.16 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3182, pruned_loss=0.08291, over 2474328.95 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07616, over 22251.18 utterances.], batch size: 42, lr: 4.02e-04
2022-08-25 10:04:54,458 INFO [train.py:927] (5/8) Epoch 9, batch 6000, giga_loss[loss=0.2244, simple_loss=0.2999, pruned_loss=0.07447, over 12360.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3127, pruned_loss=0.07946, over 2473583.68 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07889, over 20847.06 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2938, pruned_loss=0.0595, over 2350536.51 frames. utt_duration=1290 frames, utt_pad_proportion=0.05293, over 7295.60 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.316, pruned_loss=0.08225, over 2474114.90 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07955, over 22328.84 utterances.], batch size: 113, lr: 4.02e-04
2022-08-25 10:04:54,459 INFO [train.py:958] (5/8) Computing validation loss
2022-08-25 10:05:09,991 INFO [train.py:967] (5/8) 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 10:06:53,223 INFO [train.py:927] (5/8) Epoch 9, batch 6050, giga_loss[loss=0.2109, simple_loss=0.2913, pruned_loss=0.06524, over 12430.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04808, over 34.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3122, pruned_loss=0.07896, over 2474240.90 frames. utt_duration=470.7 frames, utt_pad_proportion=0.08088, over 21093.21 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2945, pruned_loss=0.05965, over 2353756.77 frames. utt_duration=1289 frames, utt_pad_proportion=0.05267, over 7313.13 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3146, pruned_loss=0.08149, over 2474524.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.08154, over 22556.22 utterances.], batch size: 34, lr: 4.02e-04
2022-08-25 10:08:35,818 INFO [train.py:927] (5/8) Epoch 9, batch 6100, libri_loss[loss=0.2338, simple_loss=0.3182, pruned_loss=0.07471, over 12362.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02564, over 43.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.314, pruned_loss=0.07956, over 2474149.28 frames. utt_duration=477 frames, utt_pad_proportion=0.07704, over 20813.22 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2952, pruned_loss=0.05974, over 2357955.19 frames. utt_duration=1286 frames, utt_pad_proportion=0.05212, over 7341.82 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.316, pruned_loss=0.08218, over 2474343.36 frames. utt_duration=443 frames, utt_pad_proportion=0.07828, over 22415.28 utterances.], batch size: 43, lr: 4.02e-04
2022-08-25 10:10:23,199 INFO [train.py:927] (5/8) Epoch 9, batch 6150, giga_loss[loss=0.2369, simple_loss=0.3163, pruned_loss=0.07869, over 12416.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03937, over 105.00 utterances.], tot_loss[loss=0.235, simple_loss=0.313, pruned_loss=0.07849, over 2474218.83 frames. utt_duration=508 frames, utt_pad_proportion=0.06977, over 19539.49 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2951, pruned_loss=0.05966, over 2359451.46 frames. utt_duration=1289 frames, utt_pad_proportion=0.05151, over 7332.74 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3148, pruned_loss=0.08087, over 2474576.66 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07157, over 20978.86 utterances.], batch size: 105, lr: 4.02e-04
2022-08-25 10:12:10,285 INFO [train.py:927] (5/8) Epoch 9, batch 6200, giga_loss[loss=0.2328, simple_loss=0.3217, pruned_loss=0.07191, over 12308.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02702, over 45.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3138, pruned_loss=0.07836, over 2473787.64 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06519, over 18741.60 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2952, pruned_loss=0.05963, over 2366054.88 frames. utt_duration=1291 frames, utt_pad_proportion=0.04982, over 7337.63 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3163, pruned_loss=0.08152, over 2474658.12 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06797, over 20652.90 utterances.], batch size: 45, lr: 4.02e-04
2022-08-25 10:13:59,395 INFO [train.py:927] (5/8) Epoch 9, batch 6250, giga_loss[loss=0.3004, simple_loss=0.3554, pruned_loss=0.1228, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3169, pruned_loss=0.08078, over 2474088.52 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0661, over 19399.55 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2959, pruned_loss=0.05987, over 2367860.18 frames. utt_duration=1286 frames, utt_pad_proportion=0.05022, over 7374.40 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3186, pruned_loss=0.08336, over 2474586.25 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06815, over 21045.34 utterances.], batch size: 258, lr: 4.02e-04
2022-08-25 10:15:48,273 INFO [train.py:927] (5/8) Epoch 9, batch 6300, giga_loss[loss=0.2371, simple_loss=0.3268, pruned_loss=0.07369, over 12377.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07075, over 211.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3183, pruned_loss=0.08104, over 2474897.01 frames. utt_duration=506.8 frames, utt_pad_proportion=0.0648, over 19588.18 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2961, pruned_loss=0.05994, over 2370995.31 frames. utt_duration=1286 frames, utt_pad_proportion=0.04919, over 7381.98 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.32, pruned_loss=0.08357, over 2475302.11 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06696, over 21200.90 utterances.], batch size: 211, lr: 4.02e-04
2022-08-25 10:17:36,284 INFO [train.py:927] (5/8) Epoch 9, batch 6350, giga_loss[loss=0.2775, simple_loss=0.3503, pruned_loss=0.1023, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3184, pruned_loss=0.08103, over 2475145.82 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06597, over 20152.80 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2959, pruned_loss=0.05983, over 2373562.70 frames. utt_duration=1291 frames, utt_pad_proportion=0.04822, over 7364.63 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3205, pruned_loss=0.08362, over 2475488.14 frames. utt_duration=456.9 frames, utt_pad_proportion=0.06797, over 21741.22 utterances.], batch size: 183, lr: 4.02e-04
2022-08-25 10:19:23,311 INFO [train.py:927] (5/8) Epoch 9, batch 6400, giga_loss[loss=0.2383, simple_loss=0.3129, pruned_loss=0.08187, over 12438.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03619, over 123.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.319, pruned_loss=0.0821, over 2475597.16 frames. utt_duration=467.8 frames, utt_pad_proportion=0.06759, over 21234.35 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2954, pruned_loss=0.0596, over 2375980.06 frames. utt_duration=1294 frames, utt_pad_proportion=0.04761, over 7355.85 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3216, pruned_loss=0.08487, over 2475961.55 frames. utt_duration=435.4 frames, utt_pad_proportion=0.06933, over 22820.15 utterances.], batch size: 123, lr: 4.02e-04
2022-08-25 10:21:11,753 INFO [train.py:927] (5/8) Epoch 9, batch 6450, giga_loss[loss=0.2447, simple_loss=0.3133, pruned_loss=0.08803, over 12436.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03656, over 86.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3182, pruned_loss=0.08243, over 2475589.10 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06645, over 20933.71 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2957, pruned_loss=0.05988, over 2377835.36 frames. utt_duration=1282 frames, utt_pad_proportion=0.05144, over 7427.59 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3205, pruned_loss=0.08482, over 2475995.02 frames. utt_duration=443.9 frames, utt_pad_proportion=0.06705, over 22382.35 utterances.], batch size: 86, lr: 4.02e-04
2022-08-25 10:22:57,651 INFO [train.py:927] (5/8) Epoch 9, batch 6500, libri_loss[loss=0.1806, simple_loss=0.2629, pruned_loss=0.04912, over 12303.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005111, over 32.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3174, pruned_loss=0.08263, over 2474908.15 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07053, over 21223.11 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2952, pruned_loss=0.05963, over 2379490.38 frames. utt_duration=1285 frames, utt_pad_proportion=0.05074, over 7413.12 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.32, pruned_loss=0.08516, over 2475489.61 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07108, over 22639.13 utterances.], batch size: 32, lr: 4.02e-04
2022-08-25 10:24:40,397 INFO [train.py:927] (5/8) Epoch 9, batch 6550, giga_loss[loss=0.2504, simple_loss=0.3257, pruned_loss=0.08752, over 12395.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04008, over 133.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3189, pruned_loss=0.08414, over 2475170.00 frames. utt_duration=467.8 frames, utt_pad_proportion=0.0713, over 21231.71 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2954, pruned_loss=0.05985, over 2381096.35 frames. utt_duration=1285 frames, utt_pad_proportion=0.05026, over 7422.85 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.321, pruned_loss=0.08626, over 2475469.74 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07194, over 22522.32 utterances.], batch size: 133, lr: 4.02e-04
2022-08-25 10:26:24,112 INFO [train.py:927] (5/8) Epoch 9, batch 6600, giga_loss[loss=0.2559, simple_loss=0.3278, pruned_loss=0.09204, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03456, over 86.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3185, pruned_loss=0.0843, over 2475168.34 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07281, over 21458.59 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2947, pruned_loss=0.05942, over 2383794.47 frames. utt_duration=1288 frames, utt_pad_proportion=0.05003, over 7410.91 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3217, pruned_loss=0.08717, over 2475913.19 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07354, over 22961.62 utterances.], batch size: 86, lr: 4.02e-04
2022-08-25 10:28:10,399 INFO [train.py:927] (5/8) Epoch 9, batch 6650, giga_loss[loss=0.2771, simple_loss=0.3391, pruned_loss=0.1075, over 12370.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07534, over 212.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3189, pruned_loss=0.08452, over 2474289.27 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07214, over 21237.98 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2953, pruned_loss=0.05945, over 2385842.30 frames. utt_duration=1291 frames, utt_pad_proportion=0.04921, over 7400.75 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3214, pruned_loss=0.08734, over 2475078.31 frames. utt_duration=436.4 frames, utt_pad_proportion=0.0732, over 22765.20 utterances.], batch size: 212, lr: 4.02e-04
2022-08-25 10:29:56,193 INFO [train.py:927] (5/8) Epoch 9, batch 6700, giga_loss[loss=0.2739, simple_loss=0.3475, pruned_loss=0.1002, over 12401.00 frames. utt_duration=801.7 frames, utt_pad_proportion=0.02939, over 62.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3206, pruned_loss=0.0852, over 2474630.27 frames. utt_duration=462.8 frames, utt_pad_proportion=0.073, over 21457.16 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2958, pruned_loss=0.05959, over 2387602.92 frames. utt_duration=1290 frames, utt_pad_proportion=0.04859, over 7414.53 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3227, pruned_loss=0.08789, over 2475643.13 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07417, over 22972.47 utterances.], batch size: 62, lr: 4.02e-04
2022-08-25 10:31:38,542 INFO [train.py:927] (5/8) Epoch 9, batch 6750, libri_loss[loss=0.1834, simple_loss=0.2698, pruned_loss=0.04845, over 12462.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00457, over 32.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3211, pruned_loss=0.08595, over 2474405.31 frames. utt_duration=465 frames, utt_pad_proportion=0.07119, over 21353.54 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2955, pruned_loss=0.05949, over 2390256.44 frames. utt_duration=1279 frames, utt_pad_proportion=0.05326, over 7481.44 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3237, pruned_loss=0.08889, over 2475128.93 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07109, over 22885.46 utterances.], batch size: 32, lr: 4.02e-04
2022-08-25 10:33:23,489 INFO [train.py:927] (5/8) Epoch 9, batch 6800, giga_loss[loss=0.2338, simple_loss=0.3247, pruned_loss=0.07148, over 12263.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02817, over 54.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3234, pruned_loss=0.08787, over 2474188.81 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07769, over 22158.19 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2957, pruned_loss=0.05962, over 2391943.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.05685, over 7554.46 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3258, pruned_loss=0.09056, over 2474741.77 frames. utt_duration=421.8 frames, utt_pad_proportion=0.07645, over 23551.79 utterances.], batch size: 54, lr: 4.02e-04
2022-08-25 10:35:05,824 INFO [train.py:927] (5/8) Epoch 9, batch 6850, giga_loss[loss=0.2768, simple_loss=0.3388, pruned_loss=0.1074, over 12404.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05343, over 162.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3237, pruned_loss=0.0876, over 2473678.04 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07867, over 22327.33 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2959, pruned_loss=0.05953, over 2393379.06 frames. utt_duration=1271 frames, utt_pad_proportion=0.05598, over 7543.49 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.326, pruned_loss=0.09034, over 2474282.56 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07802, over 23717.12 utterances.], batch size: 162, lr: 4.02e-04
2022-08-25 10:36:47,776 INFO [train.py:927] (5/8) Epoch 9, batch 6900, giga_loss[loss=0.2311, simple_loss=0.3122, pruned_loss=0.07499, over 12394.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02635, over 91.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3228, pruned_loss=0.08707, over 2474184.38 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07441, over 21777.66 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2958, pruned_loss=0.05949, over 2395300.58 frames. utt_duration=1276 frames, utt_pad_proportion=0.05494, over 7520.13 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3252, pruned_loss=0.0899, over 2474739.87 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07454, over 23229.47 utterances.], batch size: 91, lr: 4.01e-04
2022-08-25 10:38:33,518 INFO [train.py:927] (5/8) Epoch 9, batch 6950, giga_loss[loss=0.2223, simple_loss=0.2995, pruned_loss=0.07258, over 12441.00 frames. utt_duration=755.4 frames, utt_pad_proportion=0.02147, over 66.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.323, pruned_loss=0.0869, over 2474146.39 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06865, over 21039.08 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2955, pruned_loss=0.05935, over 2397084.22 frames. utt_duration=1280 frames, utt_pad_proportion=0.05387, over 7499.33 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3259, pruned_loss=0.08993, over 2474731.73 frames. utt_duration=440.8 frames, utt_pad_proportion=0.06952, over 22532.16 utterances.], batch size: 66, lr: 4.01e-04
2022-08-25 10:40:25,110 INFO [train.py:927] (5/8) Epoch 9, batch 7000, giga_loss[loss=0.3071, simple_loss=0.3506, pruned_loss=0.1318, over 12363.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2098, over 372.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3241, pruned_loss=0.08875, over 2473850.32 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07408, over 22233.62 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2954, pruned_loss=0.05936, over 2398182.34 frames. utt_duration=1283 frames, utt_pad_proportion=0.05327, over 7484.95 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3268, pruned_loss=0.09149, over 2474352.40 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07464, over 23603.11 utterances.], batch size: 372, lr: 4.01e-04
2022-08-25 10:42:09,399 INFO [train.py:927] (5/8) Epoch 9, batch 7050, giga_loss[loss=0.2422, simple_loss=0.3256, pruned_loss=0.07943, over 12394.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3253, pruned_loss=0.08963, over 2474568.00 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07795, over 22473.14 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.296, pruned_loss=0.05945, over 2401165.61 frames. utt_duration=1273 frames, utt_pad_proportion=0.05565, over 7552.68 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3279, pruned_loss=0.0927, over 2474646.79 frames. utt_duration=414.3 frames, utt_pad_proportion=0.07772, over 23980.32 utterances.], batch size: 62, lr: 4.01e-04
2022-08-25 10:43:53,145 INFO [train.py:927] (5/8) Epoch 9, batch 7100, giga_loss[loss=0.2523, simple_loss=0.3309, pruned_loss=0.08687, over 12470.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02986, over 55.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3242, pruned_loss=0.08815, over 2474704.95 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07621, over 21958.60 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2958, pruned_loss=0.05936, over 2402632.52 frames. utt_duration=1274 frames, utt_pad_proportion=0.05486, over 7553.01 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3271, pruned_loss=0.09134, over 2475076.91 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07651, over 23494.54 utterances.], batch size: 55, lr: 4.01e-04
2022-08-25 10:45:35,870 INFO [train.py:927] (5/8) Epoch 9, batch 7150, giga_loss[loss=0.3029, simple_loss=0.358, pruned_loss=0.1239, over 12365.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.0608, over 182.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3232, pruned_loss=0.08699, over 2475108.28 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07241, over 21718.88 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2953, pruned_loss=0.0592, over 2404645.53 frames. utt_duration=1279 frames, utt_pad_proportion=0.05343, over 7527.14 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3269, pruned_loss=0.09061, over 2475826.49 frames. utt_duration=424 frames, utt_pad_proportion=0.07348, over 23440.59 utterances.], batch size: 182, lr: 4.01e-04
2022-08-25 10:47:20,681 INFO [train.py:927] (5/8) Epoch 9, batch 7200, giga_loss[loss=0.2251, simple_loss=0.3026, pruned_loss=0.07385, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03385, over 39.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3219, pruned_loss=0.08641, over 2474323.29 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07447, over 21779.64 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2954, pruned_loss=0.05922, over 2405994.27 frames. utt_duration=1281 frames, utt_pad_proportion=0.0527, over 7521.11 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3253, pruned_loss=0.08988, over 2475253.44 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07556, over 23476.18 utterances.], batch size: 39, lr: 4.01e-04
2022-08-25 10:49:05,829 INFO [train.py:927] (5/8) Epoch 9, batch 7250, giga_loss[loss=0.2301, simple_loss=0.2991, pruned_loss=0.08052, over 12432.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04216, over 26.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3176, pruned_loss=0.08429, over 2474527.17 frames. utt_duration=475.3 frames, utt_pad_proportion=0.0727, over 20892.18 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2949, pruned_loss=0.05901, over 2407630.90 frames. utt_duration=1286 frames, utt_pad_proportion=0.05186, over 7500.28 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3212, pruned_loss=0.08782, over 2475348.22 frames. utt_duration=440.1 frames, utt_pad_proportion=0.0741, over 22571.97 utterances.], batch size: 26, lr: 4.01e-04
2022-08-25 10:50:51,304 INFO [train.py:927] (5/8) Epoch 9, batch 7300, giga_loss[loss=0.228, simple_loss=0.3025, pruned_loss=0.0767, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03908, over 113.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3156, pruned_loss=0.08356, over 2474531.83 frames. utt_duration=488 frames, utt_pad_proportion=0.07089, over 20344.56 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2951, pruned_loss=0.05915, over 2409266.98 frames. utt_duration=1282 frames, utt_pad_proportion=0.05135, over 7523.13 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3187, pruned_loss=0.08671, over 2474909.82 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07249, over 21895.67 utterances.], batch size: 113, lr: 4.01e-04
2022-08-25 10:52:35,889 INFO [train.py:927] (5/8) Epoch 9, batch 7350, giga_loss[loss=0.2069, simple_loss=0.3013, pruned_loss=0.0563, over 12305.00 frames. utt_duration=850 frames, utt_pad_proportion=0.03632, over 58.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3155, pruned_loss=0.08247, over 2474227.03 frames. utt_duration=458.6 frames, utt_pad_proportion=0.0769, over 21652.00 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.295, pruned_loss=0.05914, over 2409955.01 frames. utt_duration=1284 frames, utt_pad_proportion=0.05093, over 7518.37 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3184, pruned_loss=0.0853, over 2474780.66 frames. utt_duration=430.6 frames, utt_pad_proportion=0.078, over 23068.13 utterances.], batch size: 58, lr: 4.01e-04
2022-08-25 10:54:18,875 INFO [train.py:927] (5/8) Epoch 9, batch 7400, giga_loss[loss=0.219, simple_loss=0.3039, pruned_loss=0.06706, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03597, over 105.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3137, pruned_loss=0.07911, over 2474364.53 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07529, over 22459.73 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2948, pruned_loss=0.05909, over 2410832.22 frames. utt_duration=1284 frames, utt_pad_proportion=0.05073, over 7519.59 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3164, pruned_loss=0.08169, over 2474874.86 frames. utt_duration=417.6 frames, utt_pad_proportion=0.0764, over 23790.07 utterances.], batch size: 105, lr: 4.01e-04
2022-08-25 10:56:04,128 INFO [train.py:927] (5/8) Epoch 9, batch 7450, giga_loss[loss=0.1941, simple_loss=0.28, pruned_loss=0.05413, over 12371.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06704, over 211.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3102, pruned_loss=0.07587, over 2474060.24 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08238, over 23991.98 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2951, pruned_loss=0.05932, over 2412171.33 frames. utt_duration=1288 frames, utt_pad_proportion=0.04958, over 7501.31 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3125, pruned_loss=0.0782, over 2474967.14 frames. utt_duration=389.7 frames, utt_pad_proportion=0.08338, over 25501.68 utterances.], batch size: 211, lr: 4.01e-04
2022-08-25 10:57:47,159 INFO [train.py:927] (5/8) Epoch 9, batch 7500, giga_loss[loss=0.1873, simple_loss=0.2786, pruned_loss=0.04797, over 12361.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03202, over 51.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.31, pruned_loss=0.07413, over 2473939.28 frames. utt_duration=413.7 frames, utt_pad_proportion=0.0825, over 24002.32 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2955, pruned_loss=0.05954, over 2414562.46 frames. utt_duration=1287 frames, utt_pad_proportion=0.04828, over 7511.09 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.312, pruned_loss=0.07637, over 2474701.52 frames. utt_duration=385 frames, utt_pad_proportion=0.08401, over 25806.13 utterances.], batch size: 51, lr: 4.01e-04
2022-08-25 10:59:33,182 INFO [train.py:927] (5/8) Epoch 9, batch 7550, giga_loss[loss=0.2083, simple_loss=0.2801, pruned_loss=0.06828, over 12376.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1809, over 359.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3101, pruned_loss=0.07375, over 2474389.55 frames. utt_duration=399.5 frames, utt_pad_proportion=0.08036, over 24862.67 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2957, pruned_loss=0.05968, over 2415090.91 frames. utt_duration=1289 frames, utt_pad_proportion=0.0479, over 7501.99 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3117, pruned_loss=0.07552, over 2475054.81 frames. utt_duration=375.8 frames, utt_pad_proportion=0.0818, over 26443.28 utterances.], batch size: 359, lr: 4.01e-04
2022-08-25 11:01:16,881 INFO [train.py:927] (5/8) Epoch 9, batch 7600, giga_loss[loss=0.2348, simple_loss=0.3052, pruned_loss=0.08224, over 12402.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3079, pruned_loss=0.07154, over 2474806.31 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07687, over 24461.62 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2958, pruned_loss=0.05966, over 2415838.56 frames. utt_duration=1293 frames, utt_pad_proportion=0.0472, over 7484.09 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3093, pruned_loss=0.0732, over 2475740.63 frames. utt_duration=381.7 frames, utt_pad_proportion=0.07855, over 26046.31 utterances.], batch size: 258, lr: 4.01e-04
2022-08-25 11:03:02,853 INFO [train.py:927] (5/8) Epoch 9, batch 7650, giga_loss[loss=0.1775, simple_loss=0.2697, pruned_loss=0.04266, over 12460.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3063, pruned_loss=0.06906, over 2475441.15 frames. utt_duration=420.1 frames, utt_pad_proportion=0.07225, over 23651.91 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2965, pruned_loss=0.05991, over 2416391.61 frames. utt_duration=1279 frames, utt_pad_proportion=0.05191, over 7565.83 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3069, pruned_loss=0.07024, over 2476215.73 frames. utt_duration=398 frames, utt_pad_proportion=0.07268, over 24977.36 utterances.], batch size: 75, lr: 4.01e-04
2022-08-25 11:04:46,117 INFO [train.py:927] (5/8) Epoch 9, batch 7700, giga_loss[loss=0.188, simple_loss=0.2764, pruned_loss=0.04976, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03709, over 105.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3019, pruned_loss=0.06631, over 2475484.96 frames. utt_duration=409.2 frames, utt_pad_proportion=0.0733, over 24286.31 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2961, pruned_loss=0.05979, over 2416800.96 frames. utt_duration=1284 frames, utt_pad_proportion=0.05143, over 7539.47 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3028, pruned_loss=0.06744, over 2476524.92 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07377, over 25580.70 utterances.], batch size: 105, lr: 4.01e-04
2022-08-25 11:06:31,103 INFO [train.py:927] (5/8) Epoch 9, batch 7750, giga_loss[loss=0.1896, simple_loss=0.2729, pruned_loss=0.05314, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03175, over 58.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2988, pruned_loss=0.06536, over 2474990.99 frames. utt_duration=396.5 frames, utt_pad_proportion=0.0781, over 25059.26 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2959, pruned_loss=0.05978, over 2418308.52 frames. utt_duration=1279 frames, utt_pad_proportion=0.05227, over 7570.07 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2998, pruned_loss=0.06643, over 2476026.26 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07817, over 26530.10 utterances.], batch size: 58, lr: 4.01e-04
2022-08-25 11:08:20,977 INFO [train.py:927] (5/8) Epoch 9, batch 7800, giga_loss[loss=0.1958, simple_loss=0.2805, pruned_loss=0.05551, over 12344.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1806, over 358.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3007, pruned_loss=0.06579, over 2475607.01 frames. utt_duration=384.4 frames, utt_pad_proportion=0.07761, over 25858.75 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2964, pruned_loss=0.06012, over 2419315.57 frames. utt_duration=1264 frames, utt_pad_proportion=0.05706, over 7666.53 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3011, pruned_loss=0.06642, over 2476552.79 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07655, over 27274.05 utterances.], batch size: 358, lr: 4.01e-04
2022-08-25 11:10:23,129 INFO [train.py:927] (5/8) Epoch 9, batch 7850, giga_loss[loss=0.2017, simple_loss=0.2885, pruned_loss=0.05743, over 12416.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07339, over 213.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3011, pruned_loss=0.06553, over 2475562.84 frames. utt_duration=381.8 frames, utt_pad_proportion=0.07575, over 26033.15 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2959, pruned_loss=0.0598, over 2420169.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.05621, over 7644.33 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3019, pruned_loss=0.0664, over 2476557.51 frames. utt_duration=361.7 frames, utt_pad_proportion=0.07528, over 27493.87 utterances.], batch size: 213, lr: 4.01e-04
2022-08-25 11:12:23,047 INFO [train.py:927] (5/8) Epoch 9, batch 7900, giga_loss[loss=0.1849, simple_loss=0.2856, pruned_loss=0.04214, over 12362.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03312, over 62.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2992, pruned_loss=0.06348, over 2475890.60 frames. utt_duration=392.6 frames, utt_pad_proportion=0.07146, over 25312.96 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2959, pruned_loss=0.05983, over 2420627.87 frames. utt_duration=1267 frames, utt_pad_proportion=0.05611, over 7648.93 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2999, pruned_loss=0.06418, over 2476757.48 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07134, over 26611.76 utterances.], batch size: 62, lr: 4.01e-04
2022-08-25 11:14:33,851 INFO [train.py:927] (5/8) Epoch 9, batch 7950, giga_loss[loss=0.1973, simple_loss=0.2781, pruned_loss=0.05825, over 12389.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02322, over 66.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2967, pruned_loss=0.06179, over 2476461.06 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06773, over 24924.89 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2956, pruned_loss=0.05985, over 2422353.10 frames. utt_duration=1274 frames, utt_pad_proportion=0.05495, over 7614.73 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2976, pruned_loss=0.0624, over 2477077.44 frames. utt_duration=375.3 frames, utt_pad_proportion=0.0682, over 26497.06 utterances.], batch size: 66, lr: 4.01e-04
2022-08-25 11:16:30,937 INFO [train.py:927] (5/8) Epoch 9, batch 8000, giga_loss[loss=0.22, simple_loss=0.3054, pruned_loss=0.0673, over 12410.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.04035, over 105.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2947, pruned_loss=0.06121, over 2476488.09 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06745, over 24457.30 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2957, pruned_loss=0.05996, over 2423343.37 frames. utt_duration=1267 frames, utt_pad_proportion=0.05808, over 7662.42 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2954, pruned_loss=0.06165, over 2477303.32 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06721, over 26046.85 utterances.], batch size: 105, lr: 4.00e-04
2022-08-25 11:18:33,863 INFO [train.py:927] (5/8) Epoch 9, batch 8050, giga_loss[loss=0.2372, simple_loss=0.3206, pruned_loss=0.07691, over 12416.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2963, pruned_loss=0.06121, over 2476953.60 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06765, over 25059.58 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2958, pruned_loss=0.06005, over 2423766.16 frames. utt_duration=1266 frames, utt_pad_proportion=0.05795, over 7666.74 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2967, pruned_loss=0.0615, over 2477680.80 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06752, over 26457.78 utterances.], batch size: 133, lr: 4.00e-04
2022-08-25 11:20:47,511 INFO [train.py:927] (5/8) Epoch 9, batch 8100, giga_loss[loss=0.2349, simple_loss=0.3214, pruned_loss=0.07416, over 12428.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.0252, over 75.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2938, pruned_loss=0.05985, over 2476731.80 frames. utt_duration=389.8 frames, utt_pad_proportion=0.0703, over 25498.50 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2955, pruned_loss=0.05995, over 2424127.56 frames. utt_duration=1270 frames, utt_pad_proportion=0.05732, over 7646.82 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2944, pruned_loss=0.06017, over 2477694.02 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07026, over 26852.70 utterances.], batch size: 75, lr: 4.00e-04
2022-08-25 11:22:46,095 INFO [train.py:927] (5/8) Epoch 9, batch 8150, giga_loss[loss=0.2099, simple_loss=0.3145, pruned_loss=0.05268, over 12460.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0505, over 162.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2959, pruned_loss=0.06001, over 2477550.79 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07119, over 24878.64 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.296, pruned_loss=0.06044, over 2426166.20 frames. utt_duration=1245 frames, utt_pad_proportion=0.06568, over 7804.28 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2959, pruned_loss=0.05982, over 2478621.22 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06911, over 26556.19 utterances.], batch size: 162, lr: 4.00e-04
2022-08-25 11:24:49,034 INFO [train.py:927] (5/8) Epoch 9, batch 8200, libri_loss[loss=0.2106, simple_loss=0.3002, pruned_loss=0.06055, over 12181.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006496, over 33.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2965, pruned_loss=0.05861, over 2477233.12 frames. utt_duration=387 frames, utt_pad_proportion=0.07327, over 25684.12 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.0603, over 2427070.80 frames. utt_duration=1250 frames, utt_pad_proportion=0.06414, over 7776.52 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2963, pruned_loss=0.05854, over 2478650.79 frames. utt_duration=361.3 frames, utt_pad_proportion=0.072, over 27535.76 utterances.], batch size: 33, lr: 4.00e-04
2022-08-25 11:26:54,326 INFO [train.py:927] (5/8) Epoch 9, batch 8250, libri_loss[loss=0.1726, simple_loss=0.253, pruned_loss=0.04609, over 12204.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.04914, over 27.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2975, pruned_loss=0.05916, over 2477016.09 frames. utt_duration=399 frames, utt_pad_proportion=0.07134, over 24911.03 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2961, pruned_loss=0.06048, over 2428982.25 frames. utt_duration=1255 frames, utt_pad_proportion=0.06242, over 7751.72 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2974, pruned_loss=0.05887, over 2478203.10 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07095, over 27091.61 utterances.], batch size: 27, lr: 4.00e-04
2022-08-25 11:29:17,693 INFO [train.py:927] (5/8) Epoch 9, batch 8300, giga_loss[loss=0.2253, simple_loss=0.3095, pruned_loss=0.07049, over 12381.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02909, over 85.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2978, pruned_loss=0.0599, over 2477579.87 frames. utt_duration=392.8 frames, utt_pad_proportion=0.0719, over 25305.38 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2962, pruned_loss=0.06049, over 2429795.80 frames. utt_duration=1256 frames, utt_pad_proportion=0.0617, over 7747.43 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2977, pruned_loss=0.05964, over 2478431.80 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07179, over 27275.12 utterances.], batch size: 85, lr: 4.00e-04
2022-08-25 11:31:29,894 INFO [train.py:927] (5/8) Epoch 9, batch 8350, giga_loss[loss=0.2025, simple_loss=0.2888, pruned_loss=0.0581, over 12406.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.06675, over 212.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2958, pruned_loss=0.0593, over 2477897.07 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06656, over 24428.58 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2958, pruned_loss=0.06035, over 2430992.50 frames. utt_duration=1262 frames, utt_pad_proportion=0.06049, over 7716.45 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2961, pruned_loss=0.05921, over 2478989.34 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06723, over 26570.55 utterances.], batch size: 212, lr: 4.00e-04
2022-08-25 11:33:36,783 INFO [train.py:927] (5/8) Epoch 9, batch 8400, giga_loss[loss=0.1909, simple_loss=0.2846, pruned_loss=0.04855, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04651, over 146.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05801, over 2478258.27 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06413, over 23845.98 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2957, pruned_loss=0.06018, over 2431857.17 frames. utt_duration=1266 frames, utt_pad_proportion=0.05958, over 7693.32 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2933, pruned_loss=0.05805, over 2479170.03 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06512, over 25862.92 utterances.], batch size: 146, lr: 4.00e-04
2022-08-25 11:35:40,398 INFO [train.py:927] (5/8) Epoch 9, batch 8450, giga_loss[loss=0.2057, simple_loss=0.2867, pruned_loss=0.0623, over 12388.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.06802, over 212.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2959, pruned_loss=0.05975, over 2478714.25 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06349, over 24113.98 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2956, pruned_loss=0.06017, over 2432520.13 frames. utt_duration=1270 frames, utt_pad_proportion=0.05868, over 7670.57 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2962, pruned_loss=0.05978, over 2479679.43 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06456, over 26031.15 utterances.], batch size: 212, lr: 4.00e-04
2022-08-25 11:37:36,643 INFO [train.py:927] (5/8) Epoch 9, batch 8500, giga_loss[loss=0.2428, simple_loss=0.3164, pruned_loss=0.08461, over 12377.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07118, over 211.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2954, pruned_loss=0.06031, over 2478909.78 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06135, over 24028.34 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2956, pruned_loss=0.06018, over 2433047.42 frames. utt_duration=1266 frames, utt_pad_proportion=0.05899, over 7695.88 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2956, pruned_loss=0.06032, over 2479614.02 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06227, over 25653.56 utterances.], batch size: 211, lr: 4.00e-04
2022-08-25 11:39:42,236 INFO [train.py:927] (5/8) Epoch 9, batch 8550, giga_loss[loss=0.2119, simple_loss=0.3115, pruned_loss=0.05612, over 12335.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03427, over 58.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2961, pruned_loss=0.06051, over 2478446.02 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06476, over 24226.93 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2956, pruned_loss=0.06017, over 2433658.95 frames. utt_duration=1271 frames, utt_pad_proportion=0.05773, over 7665.47 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2963, pruned_loss=0.06052, over 2479696.56 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06566, over 26022.76 utterances.], batch size: 58, lr: 4.00e-04
2022-08-25 11:42:09,080 INFO [train.py:927] (5/8) Epoch 9, batch 8600, giga_loss[loss=0.2479, simple_loss=0.3114, pruned_loss=0.09219, over 12397.00 frames. utt_duration=196.3 frames, utt_pad_proportion=0.09103, over 254.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2953, pruned_loss=0.0597, over 2477867.08 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06502, over 24176.15 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2954, pruned_loss=0.05998, over 2434107.71 frames. utt_duration=1273 frames, utt_pad_proportion=0.05676, over 7657.99 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2957, pruned_loss=0.05987, over 2479451.92 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06601, over 25984.22 utterances.], batch size: 254, lr: 4.00e-04
2022-08-25 11:44:14,597 INFO [train.py:927] (5/8) Epoch 9, batch 8650, giga_loss[loss=0.1957, simple_loss=0.2823, pruned_loss=0.05453, over 12420.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03385, over 80.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2909, pruned_loss=0.05835, over 2477422.70 frames. utt_duration=412.8 frames, utt_pad_proportion=0.0665, over 24074.31 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2951, pruned_loss=0.05991, over 2434722.59 frames. utt_duration=1278 frames, utt_pad_proportion=0.05595, over 7631.03 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2915, pruned_loss=0.05854, over 2478882.16 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06745, over 25827.49 utterances.], batch size: 80, lr: 4.00e-04
2022-08-25 11:46:06,873 INFO [train.py:927] (5/8) Epoch 9, batch 8700, giga_loss[loss=0.2366, simple_loss=0.3191, pruned_loss=0.07699, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04522, over 146.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2907, pruned_loss=0.0591, over 2477392.60 frames. utt_duration=387.1 frames, utt_pad_proportion=0.07442, over 25679.53 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2951, pruned_loss=0.05986, over 2434693.97 frames. utt_duration=1278 frames, utt_pad_proportion=0.05572, over 7627.88 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2911, pruned_loss=0.05929, over 2478749.38 frames. utt_duration=366.6 frames, utt_pad_proportion=0.0748, over 27131.09 utterances.], batch size: 146, lr: 4.00e-04
2022-08-25 11:48:09,973 INFO [train.py:927] (5/8) Epoch 9, batch 8750, giga_loss[loss=0.2057, simple_loss=0.2998, pruned_loss=0.05576, over 12383.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03786, over 113.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2895, pruned_loss=0.05791, over 2476721.39 frames. utt_duration=383.5 frames, utt_pad_proportion=0.07386, over 25917.11 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.295, pruned_loss=0.05984, over 2434813.50 frames. utt_duration=1279 frames, utt_pad_proportion=0.05551, over 7621.74 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2899, pruned_loss=0.05806, over 2477864.74 frames. utt_duration=366.4 frames, utt_pad_proportion=0.07426, over 27138.20 utterances.], batch size: 113, lr: 4.00e-04
2022-08-25 11:50:24,659 INFO [train.py:927] (5/8) Epoch 9, batch 8800, giga_loss[loss=0.1978, simple_loss=0.2972, pruned_loss=0.0492, over 12302.00 frames. utt_duration=704.2 frames, utt_pad_proportion=0.03404, over 70.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2887, pruned_loss=0.05738, over 2476865.76 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07259, over 25150.40 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.0601, over 2435596.27 frames. utt_duration=1271 frames, utt_pad_proportion=0.05895, over 7676.59 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2883, pruned_loss=0.05722, over 2478040.09 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07216, over 26496.30 utterances.], batch size: 70, lr: 4.00e-04
2022-08-25 11:52:32,595 INFO [train.py:927] (5/8) Epoch 9, batch 8850, giga_loss[loss=0.2144, simple_loss=0.3026, pruned_loss=0.06308, over 12427.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05018, over 161.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2887, pruned_loss=0.05734, over 2477139.36 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06833, over 24578.86 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2953, pruned_loss=0.06002, over 2436016.24 frames. utt_duration=1274 frames, utt_pad_proportion=0.05848, over 7654.54 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2886, pruned_loss=0.05725, over 2478223.20 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06836, over 25884.72 utterances.], batch size: 161, lr: 4.00e-04
2022-08-25 11:54:36,580 INFO [train.py:927] (5/8) Epoch 9, batch 8900, giga_loss[loss=0.205, simple_loss=0.3038, pruned_loss=0.05308, over 12411.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03875, over 105.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2878, pruned_loss=0.05706, over 2477247.72 frames. utt_duration=394.9 frames, utt_pad_proportion=0.07043, over 25167.31 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2954, pruned_loss=0.06001, over 2436111.16 frames. utt_duration=1275 frames, utt_pad_proportion=0.05823, over 7653.27 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2877, pruned_loss=0.05698, over 2478198.60 frames. utt_duration=378.5 frames, utt_pad_proportion=0.07046, over 26273.54 utterances.], batch size: 105, lr: 4.00e-04
2022-08-25 11:56:35,437 INFO [train.py:927] (5/8) Epoch 9, batch 8950, giga_loss[loss=0.2045, simple_loss=0.2958, pruned_loss=0.05658, over 12430.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07248, over 213.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2912, pruned_loss=0.05763, over 2477726.89 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06821, over 24793.10 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2956, pruned_loss=0.06, over 2437149.60 frames. utt_duration=1270 frames, utt_pad_proportion=0.05823, over 7687.71 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2907, pruned_loss=0.05752, over 2478463.33 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06841, over 26042.76 utterances.], batch size: 213, lr: 4.00e-04
2022-08-25 11:58:42,995 INFO [train.py:927] (5/8) Epoch 9, batch 9000, libri_loss[loss=0.2596, simple_loss=0.3382, pruned_loss=0.09047, over 12324.00 frames. utt_duration=422.8 frames, utt_pad_proportion=0.3311, over 117.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2922, pruned_loss=0.05771, over 2477258.59 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06631, over 24330.47 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2958, pruned_loss=0.06022, over 2437958.94 frames. utt_duration=1258 frames, utt_pad_proportion=0.06159, over 7761.47 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2915, pruned_loss=0.05736, over 2478024.72 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06561, over 25645.54 utterances.], batch size: 117, lr: 4.00e-04
2022-08-25 11:58:42,996 INFO [train.py:958] (5/8) Computing validation loss
2022-08-25 11:58:56,848 INFO [train.py:967] (5/8) 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 12:01:01,112 INFO [train.py:927] (5/8) Epoch 9, batch 9050, giga_loss[loss=0.1976, simple_loss=0.2831, pruned_loss=0.05607, over 12464.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.0273, over 80.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2906, pruned_loss=0.05681, over 2477407.24 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06598, over 24354.73 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2959, pruned_loss=0.06032, over 2438294.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.06515, over 7828.59 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.29, pruned_loss=0.0564, over 2478412.22 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06453, over 25647.23 utterances.], batch size: 80, lr: 4.00e-04
2022-08-25 12:03:01,950 INFO [train.py:927] (5/8) Epoch 9, batch 9100, giga_loss[loss=0.2036, simple_loss=0.287, pruned_loss=0.06012, over 12426.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.03228, over 122.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2887, pruned_loss=0.05636, over 2477543.61 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06706, over 23906.19 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2957, pruned_loss=0.06033, over 2439049.97 frames. utt_duration=1247 frames, utt_pad_proportion=0.06494, over 7831.90 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2882, pruned_loss=0.05596, over 2478352.41 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06591, over 25214.14 utterances.], batch size: 122, lr: 3.99e-04
2022-08-25 12:05:09,441 INFO [train.py:927] (5/8) Epoch 9, batch 9150, giga_loss[loss=0.1775, simple_loss=0.2576, pruned_loss=0.04865, over 12470.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04172, over 31.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2902, pruned_loss=0.05763, over 2476789.78 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06989, over 24794.60 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2954, pruned_loss=0.06021, over 2439599.35 frames. utt_duration=1254 frames, utt_pad_proportion=0.06299, over 7790.23 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2899, pruned_loss=0.05731, over 2478333.39 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06941, over 26491.40 utterances.], batch size: 31, lr: 3.99e-04
2022-08-25 12:07:08,523 INFO [train.py:927] (5/8) Epoch 9, batch 9200, giga_loss[loss=0.2317, simple_loss=0.3214, pruned_loss=0.07105, over 12387.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.0547, over 181.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2916, pruned_loss=0.05836, over 2477188.25 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06686, over 24365.03 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2953, pruned_loss=0.06013, over 2439960.06 frames. utt_duration=1256 frames, utt_pad_proportion=0.06239, over 7780.40 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2914, pruned_loss=0.05813, over 2478743.43 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06684, over 26009.64 utterances.], batch size: 181, lr: 3.99e-04
2022-08-25 12:09:12,581 INFO [train.py:927] (5/8) Epoch 9, batch 9250, giga_loss[loss=0.2091, simple_loss=0.2916, pruned_loss=0.06336, over 12383.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03022, over 58.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2936, pruned_loss=0.05877, over 2477132.99 frames. utt_duration=421.6 frames, utt_pad_proportion=0.0646, over 23568.32 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2953, pruned_loss=0.06004, over 2440287.28 frames. utt_duration=1257 frames, utt_pad_proportion=0.06146, over 7774.85 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2934, pruned_loss=0.05863, over 2478713.81 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06498, over 25154.40 utterances.], batch size: 58, lr: 3.99e-04
2022-08-25 12:11:28,586 INFO [train.py:927] (5/8) Epoch 9, batch 9300, giga_loss[loss=0.1796, simple_loss=0.2699, pruned_loss=0.04464, over 12405.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05923, over 182.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2925, pruned_loss=0.05842, over 2477346.05 frames. utt_duration=432.2 frames, utt_pad_proportion=0.06249, over 22989.06 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2951, pruned_loss=0.05993, over 2441081.77 frames. utt_duration=1262 frames, utt_pad_proportion=0.06032, over 7744.73 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2925, pruned_loss=0.05838, over 2478731.70 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06327, over 24641.68 utterances.], batch size: 182, lr: 3.99e-04
2022-08-25 12:13:28,464 INFO [train.py:927] (5/8) Epoch 9, batch 9350, giga_loss[loss=0.1907, simple_loss=0.2786, pruned_loss=0.05142, over 12324.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03626, over 62.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2929, pruned_loss=0.05853, over 2478286.79 frames. utt_duration=420.1 frames, utt_pad_proportion=0.0639, over 23666.50 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2955, pruned_loss=0.05997, over 2441849.05 frames. utt_duration=1260 frames, utt_pad_proportion=0.05963, over 7762.79 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2925, pruned_loss=0.05844, over 2479346.46 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06463, over 25225.82 utterances.], batch size: 62, lr: 3.99e-04
2022-08-25 12:15:34,045 INFO [train.py:927] (5/8) Epoch 9, batch 9400, giga_loss[loss=0.1883, simple_loss=0.2798, pruned_loss=0.04847, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02646, over 48.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2911, pruned_loss=0.05807, over 2478158.85 frames. utt_duration=436.4 frames, utt_pad_proportion=0.05992, over 22774.70 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2951, pruned_loss=0.05984, over 2442347.30 frames. utt_duration=1265 frames, utt_pad_proportion=0.05865, over 7730.02 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.291, pruned_loss=0.05806, over 2479358.65 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06105, over 24386.57 utterances.], batch size: 48, lr: 3.99e-04
2022-08-25 12:17:37,577 INFO [train.py:927] (5/8) Epoch 9, batch 9450, giga_loss[loss=0.2152, simple_loss=0.3011, pruned_loss=0.06461, over 12386.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07057, over 211.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2906, pruned_loss=0.05721, over 2478124.85 frames. utt_duration=428 frames, utt_pad_proportion=0.06022, over 23226.48 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2949, pruned_loss=0.05973, over 2442715.88 frames. utt_duration=1268 frames, utt_pad_proportion=0.05823, over 7716.77 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2907, pruned_loss=0.05728, over 2479057.96 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06122, over 24652.25 utterances.], batch size: 211, lr: 3.99e-04
2022-08-25 12:19:31,347 INFO [train.py:927] (5/8) Epoch 9, batch 9500, giga_loss[loss=0.2228, simple_loss=0.3077, pruned_loss=0.06894, over 12434.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03877, over 105.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2922, pruned_loss=0.05642, over 2478440.61 frames. utt_duration=420 frames, utt_pad_proportion=0.06207, over 23673.02 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.295, pruned_loss=0.05982, over 2443500.83 frames. utt_duration=1259 frames, utt_pad_proportion=0.06172, over 7771.93 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2921, pruned_loss=0.05635, over 2479253.92 frames. utt_duration=396.5 frames, utt_pad_proportion=0.0619, over 25087.90 utterances.], batch size: 105, lr: 3.99e-04
2022-08-25 12:21:42,757 INFO [train.py:927] (5/8) Epoch 9, batch 9550, giga_loss[loss=0.2197, simple_loss=0.3093, pruned_loss=0.06506, over 12420.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03022, over 122.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2932, pruned_loss=0.05681, over 2478502.66 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06165, over 23698.68 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2953, pruned_loss=0.05992, over 2444163.27 frames. utt_duration=1256 frames, utt_pad_proportion=0.06141, over 7791.38 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2928, pruned_loss=0.05662, over 2479173.61 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06166, over 25076.87 utterances.], batch size: 122, lr: 3.99e-04
2022-08-25 12:23:56,947 INFO [train.py:927] (5/8) Epoch 9, batch 9600, giga_loss[loss=0.2041, simple_loss=0.2978, pruned_loss=0.05518, over 12394.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02625, over 85.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2929, pruned_loss=0.05639, over 2477744.02 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06131, over 23391.99 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2951, pruned_loss=0.05989, over 2444494.62 frames. utt_duration=1262 frames, utt_pad_proportion=0.06002, over 7759.11 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2928, pruned_loss=0.05616, over 2478919.74 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06174, over 24958.09 utterances.], batch size: 85, lr: 3.99e-04
2022-08-25 12:26:16,657 INFO [train.py:927] (5/8) Epoch 9, batch 9650, giga_loss[loss=0.2323, simple_loss=0.3197, pruned_loss=0.07251, over 12323.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02636, over 79.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2946, pruned_loss=0.05722, over 2477495.36 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06427, over 23674.23 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2951, pruned_loss=0.05996, over 2445312.01 frames. utt_duration=1263 frames, utt_pad_proportion=0.059, over 7751.24 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2944, pruned_loss=0.05691, over 2478436.16 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06472, over 25286.66 utterances.], batch size: 79, lr: 3.99e-04
2022-08-25 12:28:41,831 INFO [train.py:927] (5/8) Epoch 9, batch 9700, giga_loss[loss=0.1801, simple_loss=0.273, pruned_loss=0.04357, over 12320.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02905, over 74.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.295, pruned_loss=0.05721, over 2478060.84 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06415, over 23460.47 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2951, pruned_loss=0.05989, over 2445551.84 frames. utt_duration=1266 frames, utt_pad_proportion=0.05858, over 7736.78 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2949, pruned_loss=0.05701, over 2478882.08 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06464, over 24880.74 utterances.], batch size: 74, lr: 3.99e-04
2022-08-25 12:30:55,198 INFO [train.py:927] (5/8) Epoch 9, batch 9750, giga_loss[loss=0.189, simple_loss=0.2846, pruned_loss=0.04672, over 12389.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0251, over 48.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2935, pruned_loss=0.05612, over 2478660.65 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06177, over 22982.96 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2952, pruned_loss=0.05984, over 2445947.04 frames. utt_duration=1268 frames, utt_pad_proportion=0.05787, over 7727.78 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2933, pruned_loss=0.05597, over 2479402.84 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06252, over 24329.48 utterances.], batch size: 48, lr: 3.99e-04
2022-08-25 12:32:56,713 INFO [train.py:927] (5/8) Epoch 9, batch 9800, giga_loss[loss=0.19, simple_loss=0.285, pruned_loss=0.04751, over 12405.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07425, over 212.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2931, pruned_loss=0.05626, over 2477750.44 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0638, over 23318.01 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.295, pruned_loss=0.05958, over 2446581.23 frames. utt_duration=1268 frames, utt_pad_proportion=0.05717, over 7726.23 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2931, pruned_loss=0.05626, over 2478605.36 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06449, over 24793.03 utterances.], batch size: 212, lr: 3.99e-04
2022-08-25 12:34:53,585 INFO [train.py:927] (5/8) Epoch 9, batch 9850, libri_loss[loss=0.1938, simple_loss=0.2841, pruned_loss=0.05176, over 12475.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007333, over 37.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2947, pruned_loss=0.05715, over 2477649.44 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06628, over 24045.18 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.05939, over 2447024.73 frames. utt_duration=1266 frames, utt_pad_proportion=0.05738, over 7740.13 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2949, pruned_loss=0.0573, over 2478339.39 frames. utt_duration=391 frames, utt_pad_proportion=0.0667, over 25430.58 utterances.], batch size: 37, lr: 3.99e-04
2022-08-25 12:36:52,430 INFO [train.py:927] (5/8) Epoch 9, batch 9900, giga_loss[loss=0.2034, simple_loss=0.295, pruned_loss=0.05587, over 12344.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03043, over 70.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.293, pruned_loss=0.05721, over 2478025.97 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06646, over 24638.43 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.05943, over 2447648.84 frames. utt_duration=1266 frames, utt_pad_proportion=0.05677, over 7741.01 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2931, pruned_loss=0.05725, over 2478422.76 frames. utt_duration=383 frames, utt_pad_proportion=0.06697, over 25966.18 utterances.], batch size: 70, lr: 3.99e-04
2022-08-25 12:38:37,976 INFO [train.py:927] (5/8) Epoch 9, batch 9950, giga_loss[loss=0.2614, simple_loss=0.34, pruned_loss=0.09137, over 12075.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03951, over 30.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2968, pruned_loss=0.05989, over 2477540.97 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06506, over 24222.14 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2947, pruned_loss=0.05944, over 2448162.86 frames. utt_duration=1268 frames, utt_pad_proportion=0.05534, over 7730.22 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.297, pruned_loss=0.05985, over 2478326.63 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06601, over 25805.13 utterances.], batch size: 30, lr: 3.99e-04
2022-08-25 12:40:23,497 INFO [train.py:927] (5/8) Epoch 9, batch 10000, giga_loss[loss=0.2493, simple_loss=0.332, pruned_loss=0.08331, over 12383.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.0416, over 133.00 utterances.], tot_loss[loss=0.215, simple_loss=0.303, pruned_loss=0.06345, over 2476709.29 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06394, over 23175.45 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2949, pruned_loss=0.05951, over 2448475.92 frames. utt_duration=1270 frames, utt_pad_proportion=0.05468, over 7722.30 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3029, pruned_loss=0.0634, over 2477444.48 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06502, over 24648.77 utterances.], batch size: 133, lr: 3.99e-04
2022-08-25 12:42:08,705 INFO [train.py:927] (5/8) Epoch 9, batch 10050, giga_loss[loss=0.1811, simple_loss=0.2708, pruned_loss=0.04564, over 12353.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0397, over 113.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2987, pruned_loss=0.06253, over 2476381.33 frames. utt_duration=444.6 frames, utt_pad_proportion=0.06363, over 22348.15 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2955, pruned_loss=0.05973, over 2449043.07 frames. utt_duration=1271 frames, utt_pad_proportion=0.05422, over 7719.06 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2984, pruned_loss=0.06236, over 2476952.72 frames. utt_duration=418 frames, utt_pad_proportion=0.06471, over 23777.73 utterances.], batch size: 113, lr: 3.99e-04
2022-08-25 12:43:53,043 INFO [train.py:927] (5/8) Epoch 9, batch 10100, giga_loss[loss=0.1822, simple_loss=0.2664, pruned_loss=0.049, over 12458.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03386, over 98.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2906, pruned_loss=0.05947, over 2476069.11 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06254, over 21120.08 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2958, pruned_loss=0.05972, over 2449380.22 frames. utt_duration=1275 frames, utt_pad_proportion=0.05339, over 7694.26 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2901, pruned_loss=0.05939, over 2476843.30 frames. utt_duration=439.9 frames, utt_pad_proportion=0.06379, over 22589.54 utterances.], batch size: 98, lr: 3.99e-04
2022-08-25 12:45:35,687 INFO [train.py:927] (5/8) Epoch 9, batch 10150, giga_loss[loss=0.1716, simple_loss=0.2601, pruned_loss=0.04151, over 12344.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03043, over 70.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2825, pruned_loss=0.0567, over 2475651.48 frames. utt_duration=485.8 frames, utt_pad_proportion=0.0602, over 20441.11 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2959, pruned_loss=0.05981, over 2449618.31 frames. utt_duration=1275 frames, utt_pad_proportion=0.05315, over 7694.79 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.282, pruned_loss=0.05653, over 2476150.50 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06144, over 21653.92 utterances.], batch size: 70, lr: 3.99e-04
2022-08-25 12:47:19,868 INFO [train.py:927] (5/8) Epoch 9, batch 10200, giga_loss[loss=0.1646, simple_loss=0.2457, pruned_loss=0.04179, over 12413.00 frames. utt_duration=547.4 frames, utt_pad_proportion=0.02423, over 91.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2776, pruned_loss=0.05497, over 2474524.71 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06036, over 19469.74 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2958, pruned_loss=0.05995, over 2450278.25 frames. utt_duration=1265 frames, utt_pad_proportion=0.05685, over 7756.40 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2767, pruned_loss=0.05459, over 2475127.69 frames. utt_duration=477.9 frames, utt_pad_proportion=0.0602, over 20778.68 utterances.], batch size: 91, lr: 3.98e-04
2022-08-25 12:49:02,980 INFO [train.py:927] (5/8) Epoch 9, batch 10250, giga_loss[loss=0.16, simple_loss=0.2322, pruned_loss=0.04388, over 12208.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04021, over 28.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2741, pruned_loss=0.05383, over 2474756.20 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06015, over 19300.87 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2962, pruned_loss=0.06013, over 2451216.27 frames. utt_duration=1268 frames, utt_pad_proportion=0.05552, over 7743.75 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2725, pruned_loss=0.05324, over 2475033.32 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06052, over 20682.19 utterances.], batch size: 28, lr: 3.98e-04
2022-08-25 12:50:47,776 INFO [train.py:927] (5/8) Epoch 9, batch 10300, giga_loss[loss=0.1811, simple_loss=0.2685, pruned_loss=0.04682, over 12378.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02764, over 66.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2711, pruned_loss=0.05256, over 2474749.06 frames. utt_duration=545.8 frames, utt_pad_proportion=0.0578, over 18183.90 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2968, pruned_loss=0.06015, over 2452150.25 frames. utt_duration=1264 frames, utt_pad_proportion=0.05466, over 7769.14 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.2685, pruned_loss=0.05184, over 2474880.17 frames. utt_duration=505.8 frames, utt_pad_proportion=0.05864, over 19627.63 utterances.], batch size: 66, lr: 3.98e-04
2022-08-25 12:52:29,484 INFO [train.py:927] (5/8) Epoch 9, batch 10350, giga_loss[loss=0.1622, simple_loss=0.2439, pruned_loss=0.0402, over 12405.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03839, over 105.00 utterances.], tot_loss[loss=0.1841, simple_loss=0.2666, pruned_loss=0.05074, over 2474897.92 frames. utt_duration=526.5 frames, utt_pad_proportion=0.0636, over 18855.27 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2964, pruned_loss=0.05997, over 2452620.76 frames. utt_duration=1258 frames, utt_pad_proportion=0.0573, over 7809.35 utterances.], giga_tot_loss[loss=0.1821, simple_loss=0.264, pruned_loss=0.05007, over 2475287.42 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06323, over 20345.26 utterances.], batch size: 105, lr: 3.98e-04
2022-08-25 12:54:14,253 INFO [train.py:927] (5/8) Epoch 9, batch 10400, giga_loss[loss=0.178, simple_loss=0.2444, pruned_loss=0.05583, over 12364.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02962, over 85.00 utterances.], tot_loss[loss=0.181, simple_loss=0.2628, pruned_loss=0.04954, over 2474817.86 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06357, over 18489.48 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2962, pruned_loss=0.05991, over 2453304.40 frames. utt_duration=1262 frames, utt_pad_proportion=0.05569, over 7784.30 utterances.], giga_tot_loss[loss=0.1786, simple_loss=0.2598, pruned_loss=0.04869, over 2475314.04 frames. utt_duration=494.1 frames, utt_pad_proportion=0.06387, over 20097.40 utterances.], batch size: 85, lr: 3.98e-04
2022-08-25 12:55:59,240 INFO [train.py:927] (5/8) Epoch 9, batch 10450, libri_loss[loss=0.2272, simple_loss=0.3229, pruned_loss=0.06575, over 12403.00 frames. utt_duration=764.9 frames, utt_pad_proportion=0.1278, over 65.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.27, pruned_loss=0.05362, over 2475066.52 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06634, over 19140.52 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2966, pruned_loss=0.06012, over 2453720.30 frames. utt_duration=1250 frames, utt_pad_proportion=0.05695, over 7861.85 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.2665, pruned_loss=0.05257, over 2475546.54 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06605, over 20591.96 utterances.], batch size: 65, lr: 3.98e-04
2022-08-25 12:57:42,434 INFO [train.py:927] (5/8) Epoch 9, batch 10500, libri_loss[loss=0.2611, simple_loss=0.3453, pruned_loss=0.08847, over 12432.00 frames. utt_duration=430.2 frames, utt_pad_proportion=0.3226, over 116.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2796, pruned_loss=0.05784, over 2474483.78 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06686, over 18617.99 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.296, pruned_loss=0.06003, over 2454338.87 frames. utt_duration=1244 frames, utt_pad_proportion=0.05937, over 7903.08 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2764, pruned_loss=0.05691, over 2475157.21 frames. utt_duration=490.9 frames, utt_pad_proportion=0.0658, over 20227.51 utterances.], batch size: 116, lr: 3.98e-04
2022-08-25 12:59:26,909 INFO [train.py:927] (5/8) Epoch 9, batch 10550, giga_loss[loss=0.2266, simple_loss=0.3188, pruned_loss=0.06716, over 12403.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03808, over 113.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2851, pruned_loss=0.05921, over 2474784.84 frames. utt_duration=550.3 frames, utt_pad_proportion=0.0611, over 18037.73 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2958, pruned_loss=0.06004, over 2454641.49 frames. utt_duration=1247 frames, utt_pad_proportion=0.05847, over 7882.23 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2825, pruned_loss=0.05843, over 2475397.98 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06099, over 19519.81 utterances.], batch size: 113, lr: 3.98e-04
2022-08-25 13:01:10,719 INFO [train.py:927] (5/8) Epoch 9, batch 10600, giga_loss[loss=0.204, simple_loss=0.2922, pruned_loss=0.05791, over 12393.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.0304, over 62.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2898, pruned_loss=0.06077, over 2475198.89 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05938, over 18012.03 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2964, pruned_loss=0.06012, over 2454995.55 frames. utt_duration=1246 frames, utt_pad_proportion=0.05806, over 7892.87 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2871, pruned_loss=0.06007, over 2475846.96 frames. utt_duration=511.5 frames, utt_pad_proportion=0.05959, over 19417.02 utterances.], batch size: 62, lr: 3.98e-04
2022-08-25 13:02:55,781 INFO [train.py:927] (5/8) Epoch 9, batch 10650, giga_loss[loss=0.2335, simple_loss=0.3118, pruned_loss=0.07765, over 12122.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.0425, over 33.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2941, pruned_loss=0.06337, over 2474200.26 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06009, over 17490.10 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2963, pruned_loss=0.06009, over 2454966.55 frames. utt_duration=1238 frames, utt_pad_proportion=0.06105, over 7944.26 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2919, pruned_loss=0.06285, over 2475072.72 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05906, over 18726.39 utterances.], batch size: 33, lr: 3.98e-04
2022-08-25 13:04:39,282 INFO [train.py:927] (5/8) Epoch 9, batch 10700, giga_loss[loss=0.2315, simple_loss=0.3259, pruned_loss=0.06849, over 12352.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03212, over 58.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2976, pruned_loss=0.06455, over 2474060.73 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05915, over 17513.03 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2962, pruned_loss=0.06008, over 2455018.68 frames. utt_duration=1238 frames, utt_pad_proportion=0.06054, over 7942.33 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2958, pruned_loss=0.06428, over 2475310.74 frames. utt_duration=528.1 frames, utt_pad_proportion=0.05859, over 18803.17 utterances.], batch size: 58, lr: 3.98e-04
2022-08-25 13:06:22,840 INFO [train.py:927] (5/8) Epoch 9, batch 10750, giga_loss[loss=0.2174, simple_loss=0.3089, pruned_loss=0.06298, over 12334.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03378, over 62.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3004, pruned_loss=0.06514, over 2474248.95 frames. utt_duration=578.9 frames, utt_pad_proportion=0.0587, over 17141.14 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2959, pruned_loss=0.05993, over 2455040.70 frames. utt_duration=1241 frames, utt_pad_proportion=0.05972, over 7920.57 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2994, pruned_loss=0.06513, over 2475576.30 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05857, over 18350.16 utterances.], batch size: 62, lr: 3.98e-04
2022-08-25 13:08:08,537 INFO [train.py:927] (5/8) Epoch 9, batch 10800, giga_loss[loss=0.2269, simple_loss=0.3103, pruned_loss=0.07176, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03812, over 40.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3013, pruned_loss=0.0647, over 2474249.27 frames. utt_duration=607.8 frames, utt_pad_proportion=0.05566, over 16324.55 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2958, pruned_loss=0.05985, over 2455092.50 frames. utt_duration=1242 frames, utt_pad_proportion=0.0595, over 7913.97 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3006, pruned_loss=0.06479, over 2475326.67 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05581, over 17317.39 utterances.], batch size: 40, lr: 3.98e-04
2022-08-25 13:09:52,832 INFO [train.py:927] (5/8) Epoch 9, batch 10850, giga_loss[loss=0.2084, simple_loss=0.2951, pruned_loss=0.06087, over 12348.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.05011, over 31.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3007, pruned_loss=0.06393, over 2472844.13 frames. utt_duration=626.2 frames, utt_pad_proportion=0.05657, over 15833.67 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2954, pruned_loss=0.05959, over 2455248.31 frames. utt_duration=1238 frames, utt_pad_proportion=0.06286, over 7943.30 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3008, pruned_loss=0.06443, over 2474384.17 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05519, over 16976.74 utterances.], batch size: 31, lr: 3.98e-04
2022-08-25 13:11:35,883 INFO [train.py:927] (5/8) Epoch 9, batch 10900, giga_loss[loss=0.2411, simple_loss=0.3219, pruned_loss=0.08009, over 12364.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03167, over 58.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3039, pruned_loss=0.06687, over 2473441.10 frames. utt_duration=628.5 frames, utt_pad_proportion=0.05554, over 15780.57 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.296, pruned_loss=0.05993, over 2455879.81 frames. utt_duration=1231 frames, utt_pad_proportion=0.06538, over 7988.78 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3037, pruned_loss=0.06713, over 2474678.27 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05345, over 16902.52 utterances.], batch size: 58, lr: 3.98e-04
2022-08-25 13:13:21,949 INFO [train.py:927] (5/8) Epoch 9, batch 10950, giga_loss[loss=0.221, simple_loss=0.3007, pruned_loss=0.07067, over 12461.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.0374, over 26.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3044, pruned_loss=0.06871, over 2472644.74 frames. utt_duration=621.3 frames, utt_pad_proportion=0.05729, over 15958.15 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2957, pruned_loss=0.05989, over 2455979.26 frames. utt_duration=1232 frames, utt_pad_proportion=0.06524, over 7985.15 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3045, pruned_loss=0.06909, over 2473841.33 frames. utt_duration=583.7 frames, utt_pad_proportion=0.05554, over 16996.56 utterances.], batch size: 26, lr: 3.98e-04
2022-08-25 13:15:15,183 INFO [train.py:927] (5/8) Epoch 9, batch 11000, giga_loss[loss=0.2032, simple_loss=0.2968, pruned_loss=0.05477, over 12466.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02981, over 75.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.303, pruned_loss=0.06835, over 2472709.14 frames. utt_duration=604.5 frames, utt_pad_proportion=0.06006, over 16401.65 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05974, over 2456068.48 frames. utt_duration=1235 frames, utt_pad_proportion=0.06469, over 7964.43 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3035, pruned_loss=0.06892, over 2473807.79 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05878, over 17361.76 utterances.], batch size: 75, lr: 3.98e-04
2022-08-25 13:17:01,401 INFO [train.py:927] (5/8) Epoch 9, batch 11050, giga_loss[loss=0.2036, simple_loss=0.2828, pruned_loss=0.06219, over 12392.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04123, over 37.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3021, pruned_loss=0.06791, over 2471915.25 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06444, over 17451.03 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2957, pruned_loss=0.05984, over 2456358.53 frames. utt_duration=1237 frames, utt_pad_proportion=0.06323, over 7949.71 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3025, pruned_loss=0.0685, over 2472953.84 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06372, over 18442.90 utterances.], batch size: 37, lr: 3.98e-04
2022-08-25 13:18:48,938 INFO [train.py:927] (5/8) Epoch 9, batch 11100, libri_loss[loss=0.1924, simple_loss=0.2735, pruned_loss=0.05564, over 12387.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007304, over 31.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2983, pruned_loss=0.06599, over 2472286.98 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06521, over 17256.73 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2959, pruned_loss=0.05993, over 2456533.40 frames. utt_duration=1231 frames, utt_pad_proportion=0.0654, over 7993.36 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2986, pruned_loss=0.06659, over 2473467.20 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06371, over 18328.04 utterances.], batch size: 31, lr: 3.98e-04
2022-08-25 13:20:32,912 INFO [train.py:927] (5/8) Epoch 9, batch 11150, giga_loss[loss=0.2227, simple_loss=0.2995, pruned_loss=0.07298, over 12391.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07012, over 212.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2944, pruned_loss=0.06426, over 2473473.94 frames. utt_duration=535.5 frames, utt_pad_proportion=0.07047, over 18529.57 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2963, pruned_loss=0.06006, over 2456951.92 frames. utt_duration=1221 frames, utt_pad_proportion=0.06847, over 8059.45 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2942, pruned_loss=0.06473, over 2474325.54 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06808, over 19500.07 utterances.], batch size: 212, lr: 3.98e-04
2022-08-25 13:22:18,224 INFO [train.py:927] (5/8) Epoch 9, batch 11200, giga_loss[loss=0.195, simple_loss=0.2777, pruned_loss=0.05618, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0342, over 43.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2944, pruned_loss=0.06452, over 2473805.92 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06883, over 18661.37 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2964, pruned_loss=0.06007, over 2457119.79 frames. utt_duration=1220 frames, utt_pad_proportion=0.06847, over 8066.71 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2942, pruned_loss=0.06493, over 2474551.54 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06699, over 19565.30 utterances.], batch size: 43, lr: 3.98e-04
2022-08-25 13:23:59,015 INFO [train.py:927] (5/8) Epoch 9, batch 11250, giga_loss[loss=0.1904, simple_loss=0.2668, pruned_loss=0.05699, over 12357.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03121, over 51.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2923, pruned_loss=0.06409, over 2473139.89 frames. utt_duration=519.5 frames, utt_pad_proportion=0.06871, over 19099.09 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05985, over 2457419.42 frames. utt_duration=1223 frames, utt_pad_proportion=0.06785, over 8044.79 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2924, pruned_loss=0.06467, over 2473686.75 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06753, over 19982.62 utterances.], batch size: 51, lr: 3.98e-04
2022-08-25 13:25:42,849 INFO [train.py:927] (5/8) Epoch 9, batch 11300, giga_loss[loss=0.1884, simple_loss=0.2683, pruned_loss=0.05425, over 12378.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03134, over 62.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2889, pruned_loss=0.06231, over 2473536.23 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06444, over 17983.18 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2964, pruned_loss=0.06005, over 2457846.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.07055, over 8108.09 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2884, pruned_loss=0.06268, over 2474018.90 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06252, over 18918.40 utterances.], batch size: 62, lr: 3.98e-04
2022-08-25 13:27:24,985 INFO [train.py:927] (5/8) Epoch 9, batch 11350, libri_loss[loss=0.2284, simple_loss=0.3187, pruned_loss=0.06907, over 12442.00 frames. utt_duration=755.6 frames, utt_pad_proportion=0.1423, over 66.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2861, pruned_loss=0.06117, over 2472997.41 frames. utt_duration=559.2 frames, utt_pad_proportion=0.0677, over 17737.80 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2967, pruned_loss=0.06019, over 2458205.08 frames. utt_duration=1203 frames, utt_pad_proportion=0.07413, over 8183.26 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2852, pruned_loss=0.06138, over 2473489.81 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06463, over 18703.12 utterances.], batch size: 66, lr: 3.97e-04
2022-08-25 13:29:07,060 INFO [train.py:927] (5/8) Epoch 9, batch 11400, giga_loss[loss=0.1616, simple_loss=0.2407, pruned_loss=0.0413, over 12394.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04057, over 26.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2839, pruned_loss=0.06071, over 2473586.97 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06489, over 17520.25 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2968, pruned_loss=0.06027, over 2458399.89 frames. utt_duration=1209 frames, utt_pad_proportion=0.0725, over 8143.20 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2828, pruned_loss=0.06085, over 2474224.09 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06311, over 18577.29 utterances.], batch size: 26, lr: 3.97e-04
2022-08-25 13:30:49,665 INFO [train.py:927] (5/8) Epoch 9, batch 11450, giga_loss[loss=0.1841, simple_loss=0.2629, pruned_loss=0.05267, over 12125.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.03895, over 33.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2818, pruned_loss=0.05961, over 2473319.92 frames. utt_duration=589.8 frames, utt_pad_proportion=0.06131, over 16817.82 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2965, pruned_loss=0.06011, over 2459010.37 frames. utt_duration=1214 frames, utt_pad_proportion=0.07043, over 8108.99 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2805, pruned_loss=0.05985, over 2473890.64 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06074, over 18092.70 utterances.], batch size: 33, lr: 3.97e-04
2022-08-25 13:32:34,692 INFO [train.py:927] (5/8) Epoch 9, batch 11500, giga_loss[loss=0.1894, simple_loss=0.2618, pruned_loss=0.05853, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03902, over 40.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2819, pruned_loss=0.0604, over 2472774.25 frames. utt_duration=592.3 frames, utt_pad_proportion=0.06197, over 16742.85 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2961, pruned_loss=0.05994, over 2459561.21 frames. utt_duration=1217 frames, utt_pad_proportion=0.06957, over 8090.68 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2809, pruned_loss=0.06075, over 2473106.02 frames. utt_duration=550.6 frames, utt_pad_proportion=0.0617, over 18014.23 utterances.], batch size: 40, lr: 3.97e-04
2022-08-25 13:34:18,903 INFO [train.py:927] (5/8) Epoch 9, batch 11550, giga_loss[loss=0.2264, simple_loss=0.3274, pruned_loss=0.0627, over 12389.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.03604, over 75.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2861, pruned_loss=0.06294, over 2473052.09 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06386, over 16920.70 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2958, pruned_loss=0.05983, over 2459388.21 frames. utt_duration=1221 frames, utt_pad_proportion=0.06925, over 8066.82 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2856, pruned_loss=0.06334, over 2473620.81 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06367, over 18032.13 utterances.], batch size: 75, lr: 3.97e-04
2022-08-25 13:36:03,641 INFO [train.py:927] (5/8) Epoch 9, batch 11600, giga_loss[loss=0.2007, simple_loss=0.2865, pruned_loss=0.05743, over 12322.00 frames. utt_duration=968.2 frames, utt_pad_proportion=0.03376, over 51.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2921, pruned_loss=0.06594, over 2473215.93 frames. utt_duration=547.9 frames, utt_pad_proportion=0.07143, over 18103.88 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2957, pruned_loss=0.05961, over 2459482.94 frames. utt_duration=1225 frames, utt_pad_proportion=0.06861, over 8039.91 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2917, pruned_loss=0.06651, over 2473758.95 frames. utt_duration=518.9 frames, utt_pad_proportion=0.07111, over 19125.26 utterances.], batch size: 51, lr: 3.97e-04
2022-08-25 13:37:47,187 INFO [train.py:927] (5/8) Epoch 9, batch 11650, giga_loss[loss=0.2395, simple_loss=0.3295, pruned_loss=0.07478, over 12390.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02635, over 91.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2985, pruned_loss=0.06808, over 2473365.77 frames. utt_duration=540 frames, utt_pad_proportion=0.0688, over 18373.13 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.296, pruned_loss=0.05973, over 2459630.76 frames. utt_duration=1215 frames, utt_pad_proportion=0.07179, over 8110.03 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2979, pruned_loss=0.06856, over 2473907.98 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06761, over 19298.73 utterances.], batch size: 91, lr: 3.97e-04
2022-08-25 13:39:29,665 INFO [train.py:927] (5/8) Epoch 9, batch 11700, giga_loss[loss=0.2072, simple_loss=0.2962, pruned_loss=0.05905, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02617, over 48.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3013, pruned_loss=0.06848, over 2473646.48 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06493, over 18446.08 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2962, pruned_loss=0.05981, over 2459918.95 frames. utt_duration=1216 frames, utt_pad_proportion=0.07079, over 8098.99 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3007, pruned_loss=0.06896, over 2474048.31 frames. utt_duration=512.5 frames, utt_pad_proportion=0.0645, over 19366.22 utterances.], batch size: 48, lr: 3.97e-04
2022-08-25 13:41:12,316 INFO [train.py:927] (5/8) Epoch 9, batch 11750, giga_loss[loss=0.2021, simple_loss=0.293, pruned_loss=0.05559, over 12388.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02545, over 70.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3006, pruned_loss=0.06663, over 2473985.28 frames. utt_duration=544.2 frames, utt_pad_proportion=0.062, over 18234.07 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.297, pruned_loss=0.05992, over 2460409.97 frames. utt_duration=1220 frames, utt_pad_proportion=0.06942, over 8077.78 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2995, pruned_loss=0.06709, over 2474183.93 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06223, over 19211.48 utterances.], batch size: 70, lr: 3.97e-04
2022-08-25 13:42:56,958 INFO [train.py:927] (5/8) Epoch 9, batch 11800, giga_loss[loss=0.2129, simple_loss=0.3013, pruned_loss=0.06221, over 12367.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03226, over 62.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3017, pruned_loss=0.06677, over 2474500.13 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06468, over 18772.75 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.297, pruned_loss=0.05986, over 2460246.51 frames. utt_duration=1222 frames, utt_pad_proportion=0.06862, over 8060.69 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3009, pruned_loss=0.06726, over 2474957.08 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06497, over 19684.48 utterances.], batch size: 62, lr: 3.97e-04
2022-08-25 13:44:42,240 INFO [train.py:927] (5/8) Epoch 9, batch 11850, giga_loss[loss=0.2339, simple_loss=0.3048, pruned_loss=0.0815, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3035, pruned_loss=0.06819, over 2473865.64 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05983, over 18035.93 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2967, pruned_loss=0.05975, over 2460536.68 frames. utt_duration=1228 frames, utt_pad_proportion=0.06737, over 8023.53 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3033, pruned_loss=0.06885, over 2474282.17 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06071, over 19032.30 utterances.], batch size: 133, lr: 3.97e-04
2022-08-25 13:46:26,670 INFO [train.py:927] (5/8) Epoch 9, batch 11900, giga_loss[loss=0.2458, simple_loss=0.3272, pruned_loss=0.08221, over 12439.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04432, over 134.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3048, pruned_loss=0.06926, over 2473541.84 frames. utt_duration=569 frames, utt_pad_proportion=0.05658, over 17435.98 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2967, pruned_loss=0.05973, over 2460852.84 frames. utt_duration=1233 frames, utt_pad_proportion=0.06547, over 7993.90 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3049, pruned_loss=0.07015, over 2474086.14 frames. utt_duration=533 frames, utt_pad_proportion=0.05812, over 18620.23 utterances.], batch size: 134, lr: 3.97e-04
2022-08-25 13:48:10,181 INFO [train.py:927] (5/8) Epoch 9, batch 11950, giga_loss[loss=0.2484, simple_loss=0.3321, pruned_loss=0.08232, over 12437.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03587, over 105.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3063, pruned_loss=0.07039, over 2473351.43 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05639, over 17089.48 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2966, pruned_loss=0.05974, over 2461261.02 frames. utt_duration=1224 frames, utt_pad_proportion=0.06815, over 8054.36 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3068, pruned_loss=0.07147, over 2473865.79 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05645, over 18332.81 utterances.], batch size: 105, lr: 3.97e-04
2022-08-25 13:49:56,646 INFO [train.py:927] (5/8) Epoch 9, batch 12000, giga_loss[loss=0.2593, simple_loss=0.3246, pruned_loss=0.09697, over 12359.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1026, over 257.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.308, pruned_loss=0.07072, over 2472884.73 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05674, over 17171.49 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2961, pruned_loss=0.05941, over 2461482.03 frames. utt_duration=1227 frames, utt_pad_proportion=0.06736, over 8035.55 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3091, pruned_loss=0.07218, over 2473415.42 frames. utt_duration=537.9 frames, utt_pad_proportion=0.057, over 18443.34 utterances.], batch size: 257, lr: 3.97e-04
2022-08-25 13:49:56,647 INFO [train.py:958] (5/8) Computing validation loss
2022-08-25 13:50:11,626 INFO [train.py:967] (5/8) 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 13:51:55,246 INFO [train.py:927] (5/8) Epoch 9, batch 12050, libri_loss[loss=0.1849, simple_loss=0.2698, pruned_loss=0.05004, over 12273.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01073, over 28.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3075, pruned_loss=0.07089, over 2473022.54 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06108, over 17874.34 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2962, pruned_loss=0.05935, over 2461764.46 frames. utt_duration=1230 frames, utt_pad_proportion=0.06662, over 8015.08 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3085, pruned_loss=0.07226, over 2473351.16 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06129, over 19030.94 utterances.], batch size: 28, lr: 3.97e-04
2022-08-25 13:53:37,418 INFO [train.py:927] (5/8) Epoch 9, batch 12100, libri_loss[loss=0.1955, simple_loss=0.2905, pruned_loss=0.05027, over 12294.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005596, over 32.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3053, pruned_loss=0.06967, over 2472889.04 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05924, over 17026.17 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.296, pruned_loss=0.05914, over 2461992.44 frames. utt_duration=1232 frames, utt_pad_proportion=0.06554, over 7999.97 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3066, pruned_loss=0.07133, over 2473315.80 frames. utt_duration=542.8 frames, utt_pad_proportion=0.0599, over 18277.52 utterances.], batch size: 32, lr: 3.97e-04
2022-08-25 13:55:20,313 INFO [train.py:927] (5/8) Epoch 9, batch 12150, giga_loss[loss=0.2315, simple_loss=0.312, pruned_loss=0.07544, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02509, over 45.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3052, pruned_loss=0.07011, over 2471794.70 frames. utt_duration=622 frames, utt_pad_proportion=0.05489, over 15935.23 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2956, pruned_loss=0.05913, over 2461853.66 frames. utt_duration=1237 frames, utt_pad_proportion=0.06413, over 7968.34 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3068, pruned_loss=0.07173, over 2472547.67 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05623, over 17191.65 utterances.], batch size: 45, lr: 3.97e-04
2022-08-25 13:57:04,544 INFO [train.py:927] (5/8) Epoch 9, batch 12200, giga_loss[loss=0.1989, simple_loss=0.296, pruned_loss=0.05085, over 12343.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03304, over 58.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3048, pruned_loss=0.06945, over 2472182.51 frames. utt_duration=629.4 frames, utt_pad_proportion=0.05846, over 15748.43 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2956, pruned_loss=0.05914, over 2462198.04 frames. utt_duration=1234 frames, utt_pad_proportion=0.06419, over 7991.88 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3063, pruned_loss=0.07091, over 2472648.68 frames. utt_duration=587.9 frames, utt_pad_proportion=0.05924, over 16865.92 utterances.], batch size: 58, lr: 3.97e-04
2022-08-25 13:58:48,475 INFO [train.py:927] (5/8) Epoch 9, batch 12250, libri_loss[loss=0.2178, simple_loss=0.3241, pruned_loss=0.0557, over 12147.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.004666, over 32.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3052, pruned_loss=0.06974, over 2471778.72 frames. utt_duration=625.4 frames, utt_pad_proportion=0.05555, over 15848.41 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2957, pruned_loss=0.05905, over 2462002.65 frames. utt_duration=1238 frames, utt_pad_proportion=0.06323, over 7965.25 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3064, pruned_loss=0.07117, over 2472516.48 frames. utt_duration=586.8 frames, utt_pad_proportion=0.05669, over 16897.56 utterances.], batch size: 32, lr: 3.97e-04
2022-08-25 14:00:30,393 INFO [train.py:927] (5/8) Epoch 9, batch 12300, libri_loss[loss=0.1867, simple_loss=0.2611, pruned_loss=0.05614, over 12230.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008003, over 29.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3028, pruned_loss=0.0684, over 2472313.51 frames. utt_duration=634.4 frames, utt_pad_proportion=0.05902, over 15625.22 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2955, pruned_loss=0.05899, over 2462178.40 frames. utt_duration=1244 frames, utt_pad_proportion=0.06126, over 7925.93 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3044, pruned_loss=0.07012, over 2473279.63 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06048, over 16910.12 utterances.], batch size: 29, lr: 3.97e-04
2022-08-25 14:02:13,544 INFO [train.py:927] (5/8) Epoch 9, batch 12350, giga_loss[loss=0.1873, simple_loss=0.275, pruned_loss=0.04984, over 12418.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04404, over 31.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2998, pruned_loss=0.06723, over 2472304.85 frames. utt_duration=643.4 frames, utt_pad_proportion=0.0626, over 15405.95 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2958, pruned_loss=0.05932, over 2462290.51 frames. utt_duration=1244 frames, utt_pad_proportion=0.06067, over 7929.92 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.301, pruned_loss=0.06852, over 2473188.05 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06378, over 16592.71 utterances.], batch size: 31, lr: 3.97e-04
2022-08-25 14:03:55,891 INFO [train.py:927] (5/8) Epoch 9, batch 12400, giga_loss[loss=0.2018, simple_loss=0.278, pruned_loss=0.06276, over 12349.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2975, pruned_loss=0.06676, over 2472386.60 frames. utt_duration=633.8 frames, utt_pad_proportion=0.06772, over 15641.43 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2958, pruned_loss=0.05947, over 2462521.80 frames. utt_duration=1235 frames, utt_pad_proportion=0.06375, over 7982.78 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2986, pruned_loss=0.06786, over 2473154.05 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06703, over 16742.26 utterances.], batch size: 51, lr: 3.97e-04
2022-08-25 14:05:40,313 INFO [train.py:927] (5/8) Epoch 9, batch 12450, giga_loss[loss=0.1935, simple_loss=0.2799, pruned_loss=0.05357, over 12382.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2945, pruned_loss=0.06567, over 2472709.64 frames. utt_duration=636.9 frames, utt_pad_proportion=0.06204, over 15565.86 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2959, pruned_loss=0.05965, over 2462875.52 frames. utt_duration=1239 frames, utt_pad_proportion=0.06232, over 7962.72 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2952, pruned_loss=0.06655, over 2473271.50 frames. utt_duration=594.8 frames, utt_pad_proportion=0.06246, over 16675.27 utterances.], batch size: 62, lr: 3.96e-04
2022-08-25 14:07:24,565 INFO [train.py:927] (5/8) Epoch 9, batch 12500, giga_loss[loss=0.193, simple_loss=0.2826, pruned_loss=0.05175, over 12341.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03339, over 58.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2916, pruned_loss=0.06428, over 2471935.29 frames. utt_duration=640.1 frames, utt_pad_proportion=0.06152, over 15482.93 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2957, pruned_loss=0.05975, over 2463060.41 frames. utt_duration=1243 frames, utt_pad_proportion=0.06144, over 7936.67 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2922, pruned_loss=0.06498, over 2472393.74 frames. utt_duration=599.9 frames, utt_pad_proportion=0.06225, over 16525.62 utterances.], batch size: 58, lr: 3.96e-04
2022-08-25 14:09:06,669 INFO [train.py:927] (5/8) Epoch 9, batch 12550, giga_loss[loss=0.1904, simple_loss=0.2825, pruned_loss=0.04912, over 12295.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03599, over 51.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2922, pruned_loss=0.06423, over 2472077.75 frames. utt_duration=630.9 frames, utt_pad_proportion=0.05896, over 15709.54 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2955, pruned_loss=0.05963, over 2463345.04 frames. utt_duration=1247 frames, utt_pad_proportion=0.06054, over 7912.10 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2928, pruned_loss=0.06498, over 2472321.15 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06005, over 16708.38 utterances.], batch size: 51, lr: 3.96e-04
2022-08-25 14:10:49,327 INFO [train.py:927] (5/8) Epoch 9, batch 12600, giga_loss[loss=0.2253, simple_loss=0.3111, pruned_loss=0.06973, over 12377.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06505, over 183.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2948, pruned_loss=0.06458, over 2472356.57 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06048, over 16917.66 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2962, pruned_loss=0.05978, over 2463102.58 frames. utt_duration=1245 frames, utt_pad_proportion=0.06047, over 7925.95 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2947, pruned_loss=0.06513, over 2472925.30 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06121, over 17845.73 utterances.], batch size: 183, lr: 3.96e-04
2022-08-25 14:12:30,937 INFO [train.py:927] (5/8) Epoch 9, batch 12650, giga_loss[loss=0.186, simple_loss=0.2751, pruned_loss=0.04847, over 12320.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.0317, over 48.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2957, pruned_loss=0.06419, over 2473153.96 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06192, over 17719.19 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2969, pruned_loss=0.06038, over 2463199.32 frames. utt_duration=1219 frames, utt_pad_proportion=0.06884, over 8095.55 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2949, pruned_loss=0.06421, over 2473831.82 frames. utt_duration=532.4 frames, utt_pad_proportion=0.05885, over 18638.14 utterances.], batch size: 48, lr: 3.96e-04
2022-08-25 14:14:14,888 INFO [train.py:927] (5/8) Epoch 9, batch 12700, giga_loss[loss=0.1936, simple_loss=0.286, pruned_loss=0.05066, over 12470.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02964, over 75.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2952, pruned_loss=0.06395, over 2474272.94 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06033, over 17545.61 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2967, pruned_loss=0.06047, over 2463711.48 frames. utt_duration=1225 frames, utt_pad_proportion=0.06704, over 8055.88 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2947, pruned_loss=0.06402, over 2474691.14 frames. utt_duration=533 frames, utt_pad_proportion=0.05857, over 18622.88 utterances.], batch size: 75, lr: 3.96e-04
2022-08-25 14:15:58,963 INFO [train.py:927] (5/8) Epoch 9, batch 12750, giga_loss[loss=0.196, simple_loss=0.29, pruned_loss=0.05098, over 12397.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02604, over 70.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2958, pruned_loss=0.06415, over 2473999.45 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06092, over 17579.42 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2969, pruned_loss=0.06067, over 2463789.92 frames. utt_duration=1226 frames, utt_pad_proportion=0.06679, over 8049.60 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2953, pruned_loss=0.06405, over 2474305.27 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05959, over 18466.55 utterances.], batch size: 70, lr: 3.96e-04
2022-08-25 14:17:39,483 INFO [train.py:927] (5/8) Epoch 9, batch 12800, giga_loss[loss=0.2729, simple_loss=0.3405, pruned_loss=0.1027, over 12376.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07085, over 211.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2977, pruned_loss=0.06497, over 2474261.04 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06323, over 17856.28 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2968, pruned_loss=0.06089, over 2464218.27 frames. utt_duration=1229 frames, utt_pad_proportion=0.06528, over 8027.11 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2972, pruned_loss=0.06481, over 2474437.55 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06262, over 18903.98 utterances.], batch size: 211, lr: 3.96e-04
2022-08-25 14:19:21,376 INFO [train.py:927] (5/8) Epoch 9, batch 12850, giga_loss[loss=0.1947, simple_loss=0.2782, pruned_loss=0.05558, over 12356.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.0333, over 51.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2985, pruned_loss=0.06525, over 2474291.31 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06464, over 17618.67 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.297, pruned_loss=0.06107, over 2464447.15 frames. utt_duration=1232 frames, utt_pad_proportion=0.06404, over 8014.41 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.298, pruned_loss=0.06507, over 2474489.35 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06452, over 18725.37 utterances.], batch size: 51, lr: 3.96e-04
2022-08-25 14:21:04,581 INFO [train.py:927] (5/8) Epoch 9, batch 12900, libri_loss[loss=0.2331, simple_loss=0.3111, pruned_loss=0.07758, over 12467.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008064, over 39.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2987, pruned_loss=0.06549, over 2474124.86 frames. utt_duration=590.4 frames, utt_pad_proportion=0.06203, over 16805.06 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2973, pruned_loss=0.06132, over 2464656.17 frames. utt_duration=1229 frames, utt_pad_proportion=0.0641, over 8031.97 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2981, pruned_loss=0.06518, over 2474210.15 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06207, over 17789.42 utterances.], batch size: 39, lr: 3.96e-04
2022-08-25 14:22:45,772 INFO [train.py:927] (5/8) Epoch 9, batch 12950, giga_loss[loss=0.1728, simple_loss=0.2534, pruned_loss=0.04611, over 12480.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04116, over 31.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2965, pruned_loss=0.06427, over 2473796.68 frames. utt_duration=600.4 frames, utt_pad_proportion=0.06227, over 16521.55 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.298, pruned_loss=0.06152, over 2464732.85 frames. utt_duration=1229 frames, utt_pad_proportion=0.0635, over 8031.56 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2953, pruned_loss=0.06389, over 2473911.47 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06253, over 17416.70 utterances.], batch size: 31, lr: 3.96e-04
2022-08-25 14:24:32,918 INFO [train.py:927] (5/8) Epoch 9, batch 13000, giga_loss[loss=0.2133, simple_loss=0.2897, pruned_loss=0.06842, over 12346.00 frames. utt_duration=1336 frames, utt_pad_proportion=0.04084, over 37.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.296, pruned_loss=0.06393, over 2473889.49 frames. utt_duration=604.6 frames, utt_pad_proportion=0.06014, over 16406.81 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2985, pruned_loss=0.06208, over 2465248.44 frames. utt_duration=1231 frames, utt_pad_proportion=0.06252, over 8019.83 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2946, pruned_loss=0.06316, over 2473708.99 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06086, over 17324.65 utterances.], batch size: 37, lr: 3.96e-04
2022-08-25 14:26:13,811 INFO [train.py:927] (5/8) Epoch 9, batch 13050, giga_loss[loss=0.2275, simple_loss=0.3218, pruned_loss=0.06661, over 12379.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02695, over 91.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2984, pruned_loss=0.06456, over 2473576.03 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05721, over 17368.81 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2985, pruned_loss=0.06223, over 2465376.35 frames. utt_duration=1234 frames, utt_pad_proportion=0.06159, over 8002.50 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2972, pruned_loss=0.06386, over 2473477.78 frames. utt_duration=543.4 frames, utt_pad_proportion=0.0582, over 18256.80 utterances.], batch size: 91, lr: 3.96e-04
2022-08-25 14:27:54,004 INFO [train.py:927] (5/8) Epoch 9, batch 13100, giga_loss[loss=0.2066, simple_loss=0.2882, pruned_loss=0.06253, over 12410.00 frames. utt_duration=663.3 frames, utt_pad_proportion=0.03443, over 75.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2968, pruned_loss=0.06509, over 2473654.95 frames. utt_duration=585.3 frames, utt_pad_proportion=0.0552, over 16949.10 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2986, pruned_loss=0.06271, over 2465104.78 frames. utt_duration=1227 frames, utt_pad_proportion=0.06495, over 8043.39 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2958, pruned_loss=0.06416, over 2474073.02 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05465, over 17909.09 utterances.], batch size: 75, lr: 3.96e-04
2022-08-25 14:29:33,447 INFO [train.py:927] (5/8) Epoch 9, batch 13150, giga_loss[loss=0.2246, simple_loss=0.3052, pruned_loss=0.07197, over 12355.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02936, over 70.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2952, pruned_loss=0.06557, over 2473499.40 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05511, over 17228.35 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2984, pruned_loss=0.06313, over 2465545.44 frames. utt_duration=1233 frames, utt_pad_proportion=0.06287, over 8008.47 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2945, pruned_loss=0.06457, over 2473810.99 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05535, over 18436.80 utterances.], batch size: 70, lr: 3.96e-04
2022-08-25 14:31:14,026 INFO [train.py:927] (5/8) Epoch 9, batch 13200, giga_loss[loss=0.179, simple_loss=0.2696, pruned_loss=0.04426, over 12367.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.0273, over 66.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2923, pruned_loss=0.06444, over 2473236.98 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05255, over 16684.75 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2982, pruned_loss=0.06326, over 2465339.33 frames. utt_duration=1236 frames, utt_pad_proportion=0.06197, over 7985.55 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2917, pruned_loss=0.06355, over 2473802.77 frames. utt_duration=556.6 frames, utt_pad_proportion=0.0532, over 17827.23 utterances.], batch size: 66, lr: 3.96e-04
2022-08-25 14:32:55,027 INFO [train.py:927] (5/8) Epoch 9, batch 13250, giga_loss[loss=0.1848, simple_loss=0.2633, pruned_loss=0.05311, over 12373.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02691, over 66.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2879, pruned_loss=0.06262, over 2473325.41 frames. utt_duration=611.5 frames, utt_pad_proportion=0.04991, over 16219.33 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2983, pruned_loss=0.06334, over 2465506.62 frames. utt_duration=1234 frames, utt_pad_proportion=0.06206, over 8003.67 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2872, pruned_loss=0.06185, over 2473732.76 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05048, over 17215.08 utterances.], batch size: 66, lr: 3.96e-04
2022-08-25 14:34:36,653 INFO [train.py:927] (5/8) Epoch 9, batch 13300, giga_loss[loss=0.2329, simple_loss=0.3206, pruned_loss=0.07255, over 12374.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05253, over 161.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2879, pruned_loss=0.06299, over 2473345.90 frames. utt_duration=616.5 frames, utt_pad_proportion=0.05108, over 16087.40 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.299, pruned_loss=0.06421, over 2465234.27 frames. utt_duration=1228 frames, utt_pad_proportion=0.06418, over 8038.67 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2863, pruned_loss=0.0615, over 2474311.45 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05021, over 17235.95 utterances.], batch size: 161, lr: 3.96e-04
2022-08-25 14:36:15,886 INFO [train.py:927] (5/8) Epoch 9, batch 13350, giga_loss[loss=0.2231, simple_loss=0.309, pruned_loss=0.06863, over 12338.00 frames. utt_duration=582 frames, utt_pad_proportion=0.02992, over 85.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2911, pruned_loss=0.06431, over 2472788.56 frames. utt_duration=609.3 frames, utt_pad_proportion=0.05442, over 16274.78 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2995, pruned_loss=0.06475, over 2465185.07 frames. utt_duration=1218 frames, utt_pad_proportion=0.06687, over 8103.73 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.289, pruned_loss=0.06261, over 2473854.37 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05213, over 17391.91 utterances.], batch size: 85, lr: 3.96e-04
2022-08-25 14:37:57,469 INFO [train.py:927] (5/8) Epoch 9, batch 13400, giga_loss[loss=0.2168, simple_loss=0.3087, pruned_loss=0.06244, over 12458.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03638, over 105.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2938, pruned_loss=0.06509, over 2472702.99 frames. utt_duration=608.7 frames, utt_pad_proportion=0.05327, over 16289.02 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2996, pruned_loss=0.06495, over 2464806.75 frames. utt_duration=1224 frames, utt_pad_proportion=0.06563, over 8066.50 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2919, pruned_loss=0.06357, over 2474063.83 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05194, over 17395.77 utterances.], batch size: 105, lr: 3.96e-04
2022-08-25 14:39:41,855 INFO [train.py:927] (5/8) Epoch 9, batch 13450, giga_loss[loss=0.2691, simple_loss=0.3429, pruned_loss=0.09766, over 12363.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03394, over 122.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2986, pruned_loss=0.06816, over 2473854.38 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05941, over 16978.69 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3003, pruned_loss=0.06569, over 2464995.14 frames. utt_duration=1204 frames, utt_pad_proportion=0.07223, over 8198.32 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2963, pruned_loss=0.06629, over 2475016.00 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05506, over 17993.88 utterances.], batch size: 122, lr: 3.96e-04
2022-08-25 14:41:30,637 INFO [train.py:927] (5/8) Epoch 9, batch 13500, giga_loss[loss=0.2545, simple_loss=0.3353, pruned_loss=0.08689, over 12390.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04014, over 133.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3032, pruned_loss=0.0712, over 2473767.06 frames. utt_duration=582 frames, utt_pad_proportion=0.06047, over 17044.61 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3004, pruned_loss=0.06591, over 2465092.26 frames. utt_duration=1207 frames, utt_pad_proportion=0.07152, over 8177.45 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3014, pruned_loss=0.06957, over 2474715.76 frames. utt_duration=551.8 frames, utt_pad_proportion=0.0572, over 17986.95 utterances.], batch size: 133, lr: 3.96e-04
2022-08-25 14:43:13,961 INFO [train.py:927] (5/8) Epoch 9, batch 13550, giga_loss[loss=0.2349, simple_loss=0.3244, pruned_loss=0.07265, over 12449.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03109, over 75.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3099, pruned_loss=0.07623, over 2474217.84 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06539, over 18431.92 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3002, pruned_loss=0.066, over 2465312.14 frames. utt_duration=1213 frames, utt_pad_proportion=0.06977, over 8142.57 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3088, pruned_loss=0.07513, over 2475144.37 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06319, over 19620.07 utterances.], batch size: 75, lr: 3.96e-04
2022-08-25 14:44:58,567 INFO [train.py:927] (5/8) Epoch 9, batch 13600, giga_loss[loss=0.2457, simple_loss=0.3194, pruned_loss=0.08604, over 12273.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02709, over 45.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3171, pruned_loss=0.08157, over 2474681.48 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06327, over 19077.24 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2998, pruned_loss=0.06598, over 2465214.69 frames. utt_duration=1218 frames, utt_pad_proportion=0.06884, over 8103.05 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3167, pruned_loss=0.08095, over 2475642.04 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06201, over 20245.44 utterances.], batch size: 45, lr: 3.95e-04
2022-08-25 14:46:43,265 INFO [train.py:927] (5/8) Epoch 9, batch 13650, libri_loss[loss=0.1994, simple_loss=0.2837, pruned_loss=0.05754, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006131, over 34.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3217, pruned_loss=0.08574, over 2475282.89 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06301, over 19888.42 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2997, pruned_loss=0.06601, over 2465193.68 frames. utt_duration=1223 frames, utt_pad_proportion=0.06783, over 8073.24 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.322, pruned_loss=0.08555, over 2476231.75 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06241, over 21060.33 utterances.], batch size: 34, lr: 3.95e-04
2022-08-25 14:48:33,270 INFO [train.py:927] (5/8) Epoch 9, batch 13700, giga_loss[loss=0.2922, simple_loss=0.3593, pruned_loss=0.1126, over 12387.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0519, over 161.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3273, pruned_loss=0.09042, over 2475717.37 frames. utt_duration=486.3 frames, utt_pad_proportion=0.0632, over 20424.86 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2998, pruned_loss=0.06618, over 2465475.01 frames. utt_duration=1224 frames, utt_pad_proportion=0.06728, over 8067.51 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3276, pruned_loss=0.09031, over 2476313.49 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06287, over 21447.15 utterances.], batch size: 161, lr: 3.95e-04
2022-08-25 14:50:22,710 INFO [train.py:927] (5/8) Epoch 9, batch 13750, giga_loss[loss=0.2429, simple_loss=0.3122, pruned_loss=0.08679, over 12444.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03667, over 43.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3297, pruned_loss=0.09325, over 2476130.10 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07115, over 21057.51 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3003, pruned_loss=0.06671, over 2465813.76 frames. utt_duration=1215 frames, utt_pad_proportion=0.06942, over 8126.91 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3303, pruned_loss=0.09336, over 2476586.46 frames. utt_duration=448.4 frames, utt_pad_proportion=0.0698, over 22165.14 utterances.], batch size: 43, lr: 3.95e-04
2022-08-25 14:52:09,143 INFO [train.py:927] (5/8) Epoch 9, batch 13800, giga_loss[loss=0.2522, simple_loss=0.3344, pruned_loss=0.08505, over 12370.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03093, over 58.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3317, pruned_loss=0.09542, over 2476342.67 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07374, over 21654.49 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3008, pruned_loss=0.06724, over 2465903.89 frames. utt_duration=1214 frames, utt_pad_proportion=0.06846, over 8135.46 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3323, pruned_loss=0.09562, over 2476861.79 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07289, over 22808.84 utterances.], batch size: 58, lr: 3.95e-04
2022-08-25 14:53:57,047 INFO [train.py:927] (5/8) Epoch 9, batch 13850, giga_loss[loss=0.2705, simple_loss=0.3442, pruned_loss=0.09845, over 12429.00 frames. utt_duration=342 frames, utt_pad_proportion=0.0419, over 146.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3331, pruned_loss=0.09562, over 2476485.13 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07686, over 22527.84 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3011, pruned_loss=0.06734, over 2465685.78 frames. utt_duration=1215 frames, utt_pad_proportion=0.06793, over 8125.13 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3337, pruned_loss=0.09594, over 2477183.04 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07626, over 23568.99 utterances.], batch size: 146, lr: 3.95e-04
2022-08-25 14:55:44,801 INFO [train.py:927] (5/8) Epoch 9, batch 13900, giga_loss[loss=0.241, simple_loss=0.3249, pruned_loss=0.07857, over 12214.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03306, over 42.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3322, pruned_loss=0.09335, over 2474188.89 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07995, over 21996.46 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3019, pruned_loss=0.06753, over 2465276.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.06678, over 8077.43 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3326, pruned_loss=0.09406, over 2475348.84 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07984, over 23206.19 utterances.], batch size: 42, lr: 3.95e-04
2022-08-25 14:57:32,249 INFO [train.py:927] (5/8) Epoch 9, batch 13950, giga_loss[loss=0.2101, simple_loss=0.2989, pruned_loss=0.06062, over 12310.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02933, over 74.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3288, pruned_loss=0.08957, over 2473445.53 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08097, over 21619.57 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3016, pruned_loss=0.06744, over 2465144.18 frames. utt_duration=1223 frames, utt_pad_proportion=0.0662, over 8070.28 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.33, pruned_loss=0.09074, over 2474688.39 frames. utt_duration=433.8 frames, utt_pad_proportion=0.08111, over 22893.20 utterances.], batch size: 74, lr: 3.95e-04
2022-08-25 14:59:17,191 INFO [train.py:927] (5/8) Epoch 9, batch 14000, giga_loss[loss=0.212, simple_loss=0.2889, pruned_loss=0.06754, over 12364.00 frames. utt_duration=1768 frames, utt_pad_proportion=0.02772, over 28.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3255, pruned_loss=0.08725, over 2474064.73 frames. utt_duration=472.1 frames, utt_pad_proportion=0.08062, over 21028.18 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.302, pruned_loss=0.06797, over 2465058.35 frames. utt_duration=1202 frames, utt_pad_proportion=0.07408, over 8211.62 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3266, pruned_loss=0.08816, over 2475352.27 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07821, over 22213.64 utterances.], batch size: 28, lr: 3.95e-04
2022-08-25 15:01:04,286 INFO [train.py:927] (5/8) Epoch 9, batch 14050, giga_loss[loss=0.2252, simple_loss=0.3057, pruned_loss=0.07235, over 12441.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03874, over 37.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3254, pruned_loss=0.08728, over 2474081.32 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07642, over 20791.35 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.302, pruned_loss=0.06808, over 2465259.64 frames. utt_duration=1203 frames, utt_pad_proportion=0.07345, over 8208.23 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3269, pruned_loss=0.08833, over 2475143.26 frames. utt_duration=451 frames, utt_pad_proportion=0.07494, over 22024.36 utterances.], batch size: 37, lr: 3.95e-04
2022-08-25 15:02:57,836 INFO [train.py:927] (5/8) Epoch 9, batch 14100, giga_loss[loss=0.2704, simple_loss=0.3495, pruned_loss=0.09568, over 12426.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04246, over 146.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3244, pruned_loss=0.08566, over 2473586.74 frames. utt_duration=469 frames, utt_pad_proportion=0.07772, over 21162.01 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3016, pruned_loss=0.06793, over 2465058.19 frames. utt_duration=1204 frames, utt_pad_proportion=0.07294, over 8196.87 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3265, pruned_loss=0.08707, over 2474846.34 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07672, over 22457.73 utterances.], batch size: 146, lr: 3.95e-04
2022-08-25 15:04:44,032 INFO [train.py:927] (5/8) Epoch 9, batch 14150, giga_loss[loss=0.3269, simple_loss=0.3876, pruned_loss=0.1331, over 12383.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05993, over 182.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3255, pruned_loss=0.08525, over 2474162.05 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07895, over 21718.06 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3019, pruned_loss=0.0681, over 2465021.90 frames. utt_duration=1205 frames, utt_pad_proportion=0.07264, over 8192.89 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.327, pruned_loss=0.08627, over 2475217.35 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07824, over 22793.92 utterances.], batch size: 182, lr: 3.95e-04
2022-08-25 15:06:31,013 INFO [train.py:927] (5/8) Epoch 9, batch 14200, giga_loss[loss=0.2215, simple_loss=0.2932, pruned_loss=0.07497, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02627, over 45.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3241, pruned_loss=0.08523, over 2473912.06 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07641, over 21847.87 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3013, pruned_loss=0.06804, over 2465211.53 frames. utt_duration=1211 frames, utt_pad_proportion=0.07161, over 8153.29 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3266, pruned_loss=0.08665, over 2474889.84 frames. utt_duration=428.6 frames, utt_pad_proportion=0.0763, over 23176.28 utterances.], batch size: 45, lr: 3.95e-04
2022-08-25 15:08:17,685 INFO [train.py:927] (5/8) Epoch 9, batch 14250, giga_loss[loss=0.2256, simple_loss=0.3088, pruned_loss=0.07124, over 12180.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03092, over 39.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3216, pruned_loss=0.08429, over 2473305.17 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07273, over 20565.94 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3013, pruned_loss=0.06813, over 2465358.22 frames. utt_duration=1215 frames, utt_pad_proportion=0.07022, over 8127.65 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.324, pruned_loss=0.0857, over 2474150.47 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07333, over 21937.47 utterances.], batch size: 39, lr: 3.95e-04
2022-08-25 15:10:07,690 INFO [train.py:927] (5/8) Epoch 9, batch 14300, giga_loss[loss=0.2059, simple_loss=0.2961, pruned_loss=0.05783, over 12367.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02877, over 70.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3203, pruned_loss=0.08268, over 2473154.55 frames. utt_duration=501.6 frames, utt_pad_proportion=0.0674, over 19778.39 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3015, pruned_loss=0.06845, over 2465259.96 frames. utt_duration=1217 frames, utt_pad_proportion=0.06923, over 8114.53 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3224, pruned_loss=0.08388, over 2474080.48 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06855, over 21135.90 utterances.], batch size: 70, lr: 3.95e-04
2022-08-25 15:11:55,575 INFO [train.py:927] (5/8) Epoch 9, batch 14350, giga_loss[loss=0.3074, simple_loss=0.3633, pruned_loss=0.1258, over 12418.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06244, over 183.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3194, pruned_loss=0.08216, over 2473520.86 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06341, over 19189.33 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3008, pruned_loss=0.06828, over 2465249.23 frames. utt_duration=1224 frames, utt_pad_proportion=0.06815, over 8066.12 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3222, pruned_loss=0.08361, over 2474431.40 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06494, over 20580.35 utterances.], batch size: 183, lr: 3.95e-04
2022-08-25 15:13:43,135 INFO [train.py:927] (5/8) Epoch 9, batch 14400, giga_loss[loss=0.309, simple_loss=0.3667, pruned_loss=0.1257, over 12400.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06319, over 183.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3188, pruned_loss=0.08234, over 2474298.16 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07127, over 20476.63 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.301, pruned_loss=0.06854, over 2465745.65 frames. utt_duration=1217 frames, utt_pad_proportion=0.07079, over 8116.55 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3213, pruned_loss=0.0836, over 2474773.75 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07114, over 21811.27 utterances.], batch size: 183, lr: 3.95e-04
2022-08-25 15:15:30,781 INFO [train.py:927] (5/8) Epoch 9, batch 14450, giga_loss[loss=0.244, simple_loss=0.3225, pruned_loss=0.08278, over 12457.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03076, over 75.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3178, pruned_loss=0.08239, over 2474284.00 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0682, over 20007.60 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3015, pruned_loss=0.06899, over 2465822.09 frames. utt_duration=1206 frames, utt_pad_proportion=0.07355, over 8187.48 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3199, pruned_loss=0.08341, over 2474840.75 frames. utt_duration=464.5 frames, utt_pad_proportion=0.06734, over 21379.33 utterances.], batch size: 75, lr: 3.95e-04
2022-08-25 15:17:16,038 INFO [train.py:927] (5/8) Epoch 9, batch 14500, giga_loss[loss=0.2217, simple_loss=0.3063, pruned_loss=0.06855, over 12434.00 frames. utt_duration=441.7 frames, utt_pad_proportion=0.0335, over 113.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08202, over 2474820.51 frames. utt_duration=496.5 frames, utt_pad_proportion=0.0688, over 19996.81 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3012, pruned_loss=0.06906, over 2466249.54 frames. utt_duration=1214 frames, utt_pad_proportion=0.07156, over 8135.06 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3186, pruned_loss=0.08324, over 2475187.23 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06869, over 21566.72 utterances.], batch size: 113, lr: 3.95e-04
2022-08-25 15:19:02,036 INFO [train.py:927] (5/8) Epoch 9, batch 14550, giga_loss[loss=0.2255, simple_loss=0.309, pruned_loss=0.07101, over 12248.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02898, over 54.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3158, pruned_loss=0.08176, over 2473962.63 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06845, over 19214.27 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.301, pruned_loss=0.06923, over 2466408.04 frames. utt_duration=1219 frames, utt_pad_proportion=0.06967, over 8100.75 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3184, pruned_loss=0.08297, over 2474383.27 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06899, over 20866.77 utterances.], batch size: 54, lr: 3.95e-04
2022-08-25 15:20:48,108 INFO [train.py:927] (5/8) Epoch 9, batch 14600, libri_loss[loss=0.2091, simple_loss=0.2904, pruned_loss=0.0639, over 12338.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006475, over 33.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.316, pruned_loss=0.08136, over 2473238.58 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07136, over 19393.92 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3009, pruned_loss=0.06929, over 2466416.70 frames. utt_duration=1225 frames, utt_pad_proportion=0.06837, over 8064.58 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3186, pruned_loss=0.08258, over 2473726.00 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07213, over 21020.49 utterances.], batch size: 33, lr: 3.95e-04
2022-08-25 15:22:34,710 INFO [train.py:927] (5/8) Epoch 9, batch 14650, giga_loss[loss=0.2229, simple_loss=0.3096, pruned_loss=0.06805, over 12368.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04087, over 113.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3166, pruned_loss=0.08167, over 2473465.88 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07518, over 19823.39 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3012, pruned_loss=0.06953, over 2466378.82 frames. utt_duration=1217 frames, utt_pad_proportion=0.07129, over 8113.88 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3188, pruned_loss=0.08269, over 2474043.86 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07456, over 21324.65 utterances.], batch size: 113, lr: 3.95e-04
2022-08-25 15:24:19,993 INFO [train.py:927] (5/8) Epoch 9, batch 14700, giga_loss[loss=0.2732, simple_loss=0.3393, pruned_loss=0.1036, over 12433.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3179, pruned_loss=0.08332, over 2474002.65 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07996, over 20123.21 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3016, pruned_loss=0.07003, over 2466678.95 frames. utt_duration=1210 frames, utt_pad_proportion=0.07368, over 8163.06 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3198, pruned_loss=0.08415, over 2474453.86 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07833, over 21733.93 utterances.], batch size: 105, lr: 3.95e-04
2022-08-25 15:26:05,706 INFO [train.py:927] (5/8) Epoch 9, batch 14750, libri_loss[loss=0.1853, simple_loss=0.2658, pruned_loss=0.05245, over 12222.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009334, over 29.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3183, pruned_loss=0.08424, over 2474386.99 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07395, over 19554.48 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3016, pruned_loss=0.07005, over 2466631.53 frames. utt_duration=1211 frames, utt_pad_proportion=0.07289, over 8154.69 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3201, pruned_loss=0.08514, over 2474932.97 frames. utt_duration=471.8 frames, utt_pad_proportion=0.0733, over 21049.15 utterances.], batch size: 29, lr: 3.94e-04
2022-08-25 15:27:53,461 INFO [train.py:927] (5/8) Epoch 9, batch 14800, giga_loss[loss=0.2337, simple_loss=0.3073, pruned_loss=0.08, over 12360.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03885, over 113.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.318, pruned_loss=0.08446, over 2473701.50 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07891, over 20303.29 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3017, pruned_loss=0.07008, over 2466619.66 frames. utt_duration=1211 frames, utt_pad_proportion=0.07234, over 8155.46 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3196, pruned_loss=0.08533, over 2474211.12 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07832, over 21641.28 utterances.], batch size: 113, lr: 3.94e-04
2022-08-25 15:29:36,450 INFO [train.py:927] (5/8) Epoch 9, batch 14850, giga_loss[loss=0.2276, simple_loss=0.3129, pruned_loss=0.07114, over 12335.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03411, over 51.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3165, pruned_loss=0.08272, over 2473717.82 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07708, over 20287.96 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3015, pruned_loss=0.07014, over 2466130.11 frames. utt_duration=1219 frames, utt_pad_proportion=0.07028, over 8103.91 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3186, pruned_loss=0.08392, over 2474900.43 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07754, over 21957.91 utterances.], batch size: 51, lr: 3.94e-04
2022-08-25 15:31:22,922 INFO [train.py:927] (5/8) Epoch 9, batch 14900, giga_loss[loss=0.2395, simple_loss=0.309, pruned_loss=0.08496, over 12406.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05097, over 161.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.314, pruned_loss=0.08128, over 2473615.75 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07294, over 20018.11 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3015, pruned_loss=0.07013, over 2465747.35 frames. utt_duration=1221 frames, utt_pad_proportion=0.06891, over 8085.91 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3161, pruned_loss=0.08256, over 2475118.84 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07412, over 21703.91 utterances.], batch size: 161, lr: 3.94e-04
2022-08-25 15:33:07,773 INFO [train.py:927] (5/8) Epoch 9, batch 14950, giga_loss[loss=0.246, simple_loss=0.3198, pruned_loss=0.0861, over 12418.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3155, pruned_loss=0.08257, over 2473765.50 frames. utt_duration=482.6 frames, utt_pad_proportion=0.0732, over 20567.78 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3022, pruned_loss=0.07049, over 2465895.70 frames. utt_duration=1216 frames, utt_pad_proportion=0.06873, over 8122.35 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3169, pruned_loss=0.08365, over 2475095.70 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07425, over 22303.46 utterances.], batch size: 105, lr: 3.94e-04
2022-08-25 15:35:02,867 INFO [train.py:927] (5/8) Epoch 9, batch 15000, giga_loss[loss=0.2523, simple_loss=0.3405, pruned_loss=0.08207, over 12473.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02939, over 55.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3189, pruned_loss=0.08318, over 2474224.68 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07758, over 20589.44 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3024, pruned_loss=0.07081, over 2466174.44 frames. utt_duration=1206 frames, utt_pad_proportion=0.07108, over 8193.03 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3202, pruned_loss=0.08408, over 2475249.90 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07739, over 22231.75 utterances.], batch size: 55, lr: 3.94e-04
2022-08-25 15:35:02,868 INFO [train.py:958] (5/8) Computing validation loss
2022-08-25 15:35:17,852 INFO [train.py:967] (5/8) 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 15:37:03,643 INFO [train.py:927] (5/8) Epoch 9, batch 15050, giga_loss[loss=0.2459, simple_loss=0.3277, pruned_loss=0.08208, over 12335.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 97.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3213, pruned_loss=0.08449, over 2474544.04 frames. utt_duration=466 frames, utt_pad_proportion=0.07815, over 21308.22 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3024, pruned_loss=0.07086, over 2466415.97 frames. utt_duration=1204 frames, utt_pad_proportion=0.07127, over 8206.16 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3225, pruned_loss=0.08526, over 2475206.93 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07792, over 22702.44 utterances.], batch size: 97, lr: 3.94e-04
2022-08-25 15:38:50,201 INFO [train.py:927] (5/8) Epoch 9, batch 15100, giga_loss[loss=0.2264, simple_loss=0.3131, pruned_loss=0.06985, over 12428.00 frames. utt_duration=905.3 frames, utt_pad_proportion=0.03072, over 55.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3234, pruned_loss=0.08575, over 2474196.24 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07416, over 21086.68 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.303, pruned_loss=0.07124, over 2466396.92 frames. utt_duration=1207 frames, utt_pad_proportion=0.07045, over 8187.16 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3241, pruned_loss=0.08622, over 2474847.31 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07446, over 22374.15 utterances.], batch size: 55, lr: 3.94e-04
2022-08-25 15:40:35,597 INFO [train.py:927] (5/8) Epoch 9, batch 15150, giga_loss[loss=0.2633, simple_loss=0.3411, pruned_loss=0.09279, over 12133.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04272, over 33.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3224, pruned_loss=0.0859, over 2474337.23 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07536, over 21412.84 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3032, pruned_loss=0.07132, over 2466319.25 frames. utt_duration=1205 frames, utt_pad_proportion=0.07029, over 8196.47 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.323, pruned_loss=0.08639, over 2475010.68 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07561, over 22585.59 utterances.], batch size: 33, lr: 3.94e-04
2022-08-25 15:42:18,444 INFO [train.py:927] (5/8) Epoch 9, batch 15200, giga_loss[loss=0.2638, simple_loss=0.3274, pruned_loss=0.1001, over 12357.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03202, over 97.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3219, pruned_loss=0.08607, over 2474565.53 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07217, over 21078.76 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3033, pruned_loss=0.07133, over 2466418.86 frames. utt_duration=1207 frames, utt_pad_proportion=0.06949, over 8186.50 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3227, pruned_loss=0.0867, over 2475143.17 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07284, over 22245.48 utterances.], batch size: 97, lr: 3.94e-04
2022-08-25 15:44:05,587 INFO [train.py:927] (5/8) Epoch 9, batch 15250, libri_loss[loss=0.2674, simple_loss=0.3345, pruned_loss=0.1002, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01372, over 40.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.321, pruned_loss=0.08615, over 2475379.53 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06817, over 20802.17 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3032, pruned_loss=0.07142, over 2466839.34 frames. utt_duration=1212 frames, utt_pad_proportion=0.06795, over 8154.46 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3222, pruned_loss=0.08696, over 2475686.71 frames. utt_duration=448.9 frames, utt_pad_proportion=0.06944, over 22131.75 utterances.], batch size: 40, lr: 3.94e-04
2022-08-25 15:45:52,097 INFO [train.py:927] (5/8) Epoch 9, batch 15300, libri_loss[loss=0.1812, simple_loss=0.256, pruned_loss=0.05319, over 12389.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007244, over 31.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.319, pruned_loss=0.08573, over 2474954.80 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06714, over 20276.54 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3028, pruned_loss=0.07132, over 2467028.44 frames. utt_duration=1214 frames, utt_pad_proportion=0.06701, over 8138.69 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3207, pruned_loss=0.08682, over 2475224.23 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06859, over 21643.91 utterances.], batch size: 31, lr: 3.94e-04
2022-08-25 15:47:38,723 INFO [train.py:927] (5/8) Epoch 9, batch 15350, giga_loss[loss=0.2597, simple_loss=0.3333, pruned_loss=0.09305, over 12361.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03157, over 97.00 utterances.], tot_loss[loss=0.249, simple_loss=0.322, pruned_loss=0.08796, over 2474766.22 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07846, over 22158.28 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.303, pruned_loss=0.07149, over 2466925.52 frames. utt_duration=1216 frames, utt_pad_proportion=0.06621, over 8125.68 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3233, pruned_loss=0.08886, over 2475175.02 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07925, over 23424.80 utterances.], batch size: 97, lr: 3.94e-04
2022-08-25 15:49:25,976 INFO [train.py:927] (5/8) Epoch 9, batch 15400, giga_loss[loss=0.2406, simple_loss=0.3278, pruned_loss=0.07664, over 12096.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03105, over 30.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3223, pruned_loss=0.08694, over 2473902.53 frames. utt_duration=463.3 frames, utt_pad_proportion=0.077, over 21427.92 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3033, pruned_loss=0.0717, over 2466995.95 frames. utt_duration=1205 frames, utt_pad_proportion=0.06983, over 8200.91 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3235, pruned_loss=0.08778, over 2474302.69 frames. utt_duration=439.3 frames, utt_pad_proportion=0.0768, over 22606.37 utterances.], batch size: 30, lr: 3.94e-04
2022-08-25 15:51:12,100 INFO [train.py:927] (5/8) Epoch 9, batch 15450, giga_loss[loss=0.2395, simple_loss=0.3307, pruned_loss=0.07415, over 12359.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03175, over 58.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3243, pruned_loss=0.08631, over 2473586.52 frames. utt_duration=470 frames, utt_pad_proportion=0.07436, over 21117.37 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3032, pruned_loss=0.0717, over 2466670.17 frames. utt_duration=1208 frames, utt_pad_proportion=0.06906, over 8176.01 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3256, pruned_loss=0.08717, over 2474301.23 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07458, over 22251.15 utterances.], batch size: 58, lr: 3.94e-04
2022-08-25 15:52:58,200 INFO [train.py:927] (5/8) Epoch 9, batch 15500, giga_loss[loss=0.2655, simple_loss=0.3369, pruned_loss=0.09706, over 12409.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03273, over 122.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3256, pruned_loss=0.08727, over 2473606.24 frames. utt_duration=488 frames, utt_pad_proportion=0.07279, over 20337.45 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3031, pruned_loss=0.07195, over 2466852.50 frames. utt_duration=1201 frames, utt_pad_proportion=0.07183, over 8223.18 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3273, pruned_loss=0.08813, over 2474194.04 frames. utt_duration=461 frames, utt_pad_proportion=0.07227, over 21537.64 utterances.], batch size: 122, lr: 3.94e-04
2022-08-25 15:54:44,325 INFO [train.py:927] (5/8) Epoch 9, batch 15550, giga_loss[loss=0.2489, simple_loss=0.3279, pruned_loss=0.08493, over 12356.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04301, over 133.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3257, pruned_loss=0.08808, over 2473668.60 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07606, over 20870.72 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.303, pruned_loss=0.07201, over 2467045.60 frames. utt_duration=1194 frames, utt_pad_proportion=0.0747, over 8277.73 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3277, pruned_loss=0.08908, over 2474123.50 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07456, over 22061.78 utterances.], batch size: 133, lr: 3.94e-04
2022-08-25 15:56:28,917 INFO [train.py:927] (5/8) Epoch 9, batch 15600, giga_loss[loss=0.2217, simple_loss=0.318, pruned_loss=0.06272, over 12449.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03562, over 86.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3251, pruned_loss=0.08743, over 2474115.95 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08163, over 21589.00 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3027, pruned_loss=0.07192, over 2467061.56 frames. utt_duration=1201 frames, utt_pad_proportion=0.07263, over 8224.34 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3278, pruned_loss=0.08892, over 2474705.93 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08091, over 23080.21 utterances.], batch size: 86, lr: 3.94e-04
2022-08-25 15:58:14,192 INFO [train.py:927] (5/8) Epoch 9, batch 15650, giga_loss[loss=0.2266, simple_loss=0.3155, pruned_loss=0.06889, over 12169.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03388, over 36.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3253, pruned_loss=0.08624, over 2474042.90 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07886, over 20750.28 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3034, pruned_loss=0.07256, over 2467133.98 frames. utt_duration=1193 frames, utt_pad_proportion=0.07572, over 8283.52 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3273, pruned_loss=0.08715, over 2474621.88 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07736, over 22173.96 utterances.], batch size: 36, lr: 3.94e-04
2022-08-25 15:59:59,035 INFO [train.py:927] (5/8) Epoch 9, batch 15700, giga_loss[loss=0.226, simple_loss=0.3113, pruned_loss=0.07033, over 12169.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03371, over 36.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.324, pruned_loss=0.0851, over 2474177.53 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07412, over 19884.50 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3029, pruned_loss=0.07236, over 2467246.37 frames. utt_duration=1196 frames, utt_pad_proportion=0.07462, over 8260.63 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3265, pruned_loss=0.08631, over 2474695.65 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07357, over 21313.85 utterances.], batch size: 36, lr: 3.94e-04
2022-08-25 16:01:45,416 INFO [train.py:927] (5/8) Epoch 9, batch 15750, giga_loss[loss=0.353, simple_loss=0.3846, pruned_loss=0.1607, over 12383.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09776, over 256.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3241, pruned_loss=0.08612, over 2473954.57 frames. utt_duration=483 frames, utt_pad_proportion=0.07494, over 20553.16 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.303, pruned_loss=0.07227, over 2466744.11 frames. utt_duration=1201 frames, utt_pad_proportion=0.07353, over 8228.64 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3264, pruned_loss=0.08739, over 2474924.00 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07482, over 21920.04 utterances.], batch size: 256, lr: 3.94e-04
2022-08-25 16:03:32,464 INFO [train.py:927] (5/8) Epoch 9, batch 15800, giga_loss[loss=0.2763, simple_loss=0.3365, pruned_loss=0.108, over 12364.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06033, over 182.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3221, pruned_loss=0.08598, over 2474136.86 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07451, over 20970.41 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3026, pruned_loss=0.07207, over 2466783.59 frames. utt_duration=1203 frames, utt_pad_proportion=0.07284, over 8211.31 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3245, pruned_loss=0.08735, over 2474956.74 frames. utt_duration=446.6 frames, utt_pad_proportion=0.0747, over 22239.59 utterances.], batch size: 182, lr: 3.94e-04
2022-08-25 16:05:13,813 INFO [train.py:927] (5/8) Epoch 9, batch 15850, giga_loss[loss=0.2379, simple_loss=0.3275, pruned_loss=0.07413, over 12448.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04271, over 114.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3202, pruned_loss=0.08546, over 2474603.16 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07642, over 21677.28 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3023, pruned_loss=0.07184, over 2466874.50 frames. utt_duration=1208 frames, utt_pad_proportion=0.07187, over 8177.32 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3228, pruned_loss=0.08698, over 2475293.84 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07679, over 22939.01 utterances.], batch size: 114, lr: 3.94e-04
2022-08-25 16:06:55,327 INFO [train.py:927] (5/8) Epoch 9, batch 15900, giga_loss[loss=0.2279, simple_loss=0.318, pruned_loss=0.06893, over 12326.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.02796, over 70.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3171, pruned_loss=0.08244, over 2474356.07 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07356, over 21184.87 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3019, pruned_loss=0.07178, over 2466608.07 frames. utt_duration=1213 frames, utt_pad_proportion=0.07102, over 8145.26 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3199, pruned_loss=0.08398, over 2475314.91 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07431, over 22521.03 utterances.], batch size: 70, lr: 3.93e-04
2022-08-25 16:08:44,389 INFO [train.py:927] (5/8) Epoch 9, batch 15950, giga_loss[loss=0.2665, simple_loss=0.3237, pruned_loss=0.1046, over 12424.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04211, over 146.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3156, pruned_loss=0.08209, over 2474244.32 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07747, over 22053.08 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3021, pruned_loss=0.07187, over 2466715.49 frames. utt_duration=1215 frames, utt_pad_proportion=0.07024, over 8129.15 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3179, pruned_loss=0.08335, over 2475014.07 frames. utt_duration=426.3 frames, utt_pad_proportion=0.07807, over 23301.89 utterances.], batch size: 146, lr: 3.93e-04
2022-08-25 16:10:27,631 INFO [train.py:927] (5/8) Epoch 9, batch 16000, giga_loss[loss=0.2255, simple_loss=0.3158, pruned_loss=0.06763, over 12336.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03363, over 62.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3156, pruned_loss=0.08197, over 2474317.77 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07326, over 21375.45 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3022, pruned_loss=0.0721, over 2466516.34 frames. utt_duration=1213 frames, utt_pad_proportion=0.07019, over 8141.43 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3175, pruned_loss=0.08295, over 2475255.11 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07401, over 22598.89 utterances.], batch size: 62, lr: 3.93e-04
2022-08-25 16:12:14,475 INFO [train.py:927] (5/8) Epoch 9, batch 16050, giga_loss[loss=0.2368, simple_loss=0.3149, pruned_loss=0.07938, over 12345.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0327, over 97.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3161, pruned_loss=0.08194, over 2473494.91 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07233, over 21417.57 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3022, pruned_loss=0.07231, over 2466143.61 frames. utt_duration=1202 frames, utt_pad_proportion=0.07382, over 8217.10 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3179, pruned_loss=0.08277, over 2474743.95 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07192, over 22614.86 utterances.], batch size: 97, lr: 3.93e-04
2022-08-25 16:13:58,590 INFO [train.py:927] (5/8) Epoch 9, batch 16100, giga_loss[loss=0.2015, simple_loss=0.2831, pruned_loss=0.05989, over 12123.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.0405, over 33.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3158, pruned_loss=0.08225, over 2473721.41 frames. utt_duration=473.7 frames, utt_pad_proportion=0.074, over 20954.98 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3025, pruned_loss=0.07257, over 2466938.72 frames. utt_duration=1207 frames, utt_pad_proportion=0.07144, over 8185.95 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3175, pruned_loss=0.08309, over 2474333.66 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07431, over 22474.65 utterances.], batch size: 33, lr: 3.93e-04
2022-08-25 16:15:44,568 INFO [train.py:927] (5/8) Epoch 9, batch 16150, giga_loss[loss=0.2592, simple_loss=0.3161, pruned_loss=0.1012, over 12335.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2076, over 370.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3177, pruned_loss=0.08372, over 2473790.48 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07539, over 21196.47 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3028, pruned_loss=0.07289, over 2467010.99 frames. utt_duration=1196 frames, utt_pad_proportion=0.07455, over 8260.88 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3192, pruned_loss=0.0844, over 2474398.70 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07464, over 22699.83 utterances.], batch size: 370, lr: 3.93e-04
2022-08-25 16:17:34,264 INFO [train.py:927] (5/8) Epoch 9, batch 16200, giga_loss[loss=0.2301, simple_loss=0.3087, pruned_loss=0.07581, over 12389.00 frames. utt_duration=902.5 frames, utt_pad_proportion=0.0337, over 55.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3187, pruned_loss=0.08457, over 2473565.53 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06977, over 20659.10 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3024, pruned_loss=0.07279, over 2466855.54 frames. utt_duration=1202 frames, utt_pad_proportion=0.07321, over 8219.75 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3207, pruned_loss=0.08545, over 2474332.72 frames. utt_duration=447.9 frames, utt_pad_proportion=0.06993, over 22171.71 utterances.], batch size: 55, lr: 3.93e-04
2022-08-25 16:19:22,854 INFO [train.py:927] (5/8) Epoch 9, batch 16250, giga_loss[loss=0.2347, simple_loss=0.3223, pruned_loss=0.07356, over 12339.00 frames. utt_duration=706.5 frames, utt_pad_proportion=0.03092, over 70.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3189, pruned_loss=0.08371, over 2473535.31 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06557, over 20395.72 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3027, pruned_loss=0.07302, over 2467129.25 frames. utt_duration=1205 frames, utt_pad_proportion=0.07193, over 8201.37 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3206, pruned_loss=0.0845, over 2474094.28 frames. utt_duration=452 frames, utt_pad_proportion=0.06633, over 21963.86 utterances.], batch size: 70, lr: 3.93e-04
2022-08-25 16:21:11,589 INFO [train.py:927] (5/8) Epoch 9, batch 16300, giga_loss[loss=0.2448, simple_loss=0.317, pruned_loss=0.08629, over 12450.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03469, over 98.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3181, pruned_loss=0.08277, over 2473919.04 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06932, over 20613.02 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3025, pruned_loss=0.0729, over 2467266.60 frames. utt_duration=1207 frames, utt_pad_proportion=0.07171, over 8189.37 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3198, pruned_loss=0.08355, over 2474261.66 frames. utt_duration=453.2 frames, utt_pad_proportion=0.06978, over 21908.34 utterances.], batch size: 98, lr: 3.93e-04
2022-08-25 16:22:55,953 INFO [train.py:927] (5/8) Epoch 9, batch 16350, giga_loss[loss=0.2525, simple_loss=0.3229, pruned_loss=0.09103, over 12394.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02603, over 91.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3168, pruned_loss=0.08234, over 2474009.38 frames. utt_duration=492.5 frames, utt_pad_proportion=0.0689, over 20153.29 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3027, pruned_loss=0.07305, over 2467301.09 frames. utt_duration=1212 frames, utt_pad_proportion=0.0707, over 8153.81 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3182, pruned_loss=0.08298, over 2474362.38 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06962, over 21431.95 utterances.], batch size: 91, lr: 3.93e-04
2022-08-25 16:24:42,334 INFO [train.py:927] (5/8) Epoch 9, batch 16400, libri_loss[loss=0.2143, simple_loss=0.2829, pruned_loss=0.07285, over 12454.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006457, over 32.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.317, pruned_loss=0.08344, over 2474978.25 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07482, over 21155.97 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3029, pruned_loss=0.07324, over 2467540.05 frames. utt_duration=1212 frames, utt_pad_proportion=0.07016, over 8151.49 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.318, pruned_loss=0.08392, over 2475126.48 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07525, over 22340.80 utterances.], batch size: 32, lr: 3.93e-04
2022-08-25 16:26:28,941 INFO [train.py:927] (5/8) Epoch 9, batch 16450, giga_loss[loss=0.2401, simple_loss=0.3237, pruned_loss=0.07828, over 12416.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03947, over 37.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3179, pruned_loss=0.08409, over 2475152.49 frames. utt_duration=468 frames, utt_pad_proportion=0.07246, over 21223.89 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3032, pruned_loss=0.07339, over 2467712.17 frames. utt_duration=1211 frames, utt_pad_proportion=0.06978, over 8161.95 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3186, pruned_loss=0.08443, over 2475186.52 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07304, over 22257.20 utterances.], batch size: 37, lr: 3.93e-04
2022-08-25 16:28:16,433 INFO [train.py:927] (5/8) Epoch 9, batch 16500, libri_loss[loss=0.202, simple_loss=0.2828, pruned_loss=0.06059, over 12127.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005591, over 32.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3197, pruned_loss=0.08593, over 2475042.73 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07505, over 21887.27 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3029, pruned_loss=0.07323, over 2467402.54 frames. utt_duration=1213 frames, utt_pad_proportion=0.06926, over 8146.36 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3207, pruned_loss=0.08645, over 2475434.41 frames. utt_duration=435 frames, utt_pad_proportion=0.07557, over 22838.95 utterances.], batch size: 32, lr: 3.93e-04
2022-08-25 16:30:01,168 INFO [train.py:927] (5/8) Epoch 9, batch 16550, libri_loss[loss=0.3071, simple_loss=0.469, pruned_loss=0.07259, over 12214.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006541, over 31.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3203, pruned_loss=0.0861, over 2474381.28 frames. utt_duration=450 frames, utt_pad_proportion=0.07943, over 22065.76 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3039, pruned_loss=0.07305, over 2467046.64 frames. utt_duration=1219 frames, utt_pad_proportion=0.06801, over 8105.11 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3205, pruned_loss=0.08695, over 2475183.10 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0801, over 23168.75 utterances.], batch size: 31, lr: 3.93e-04
2022-08-25 16:31:47,161 INFO [train.py:927] (5/8) Epoch 9, batch 16600, giga_loss[loss=0.2098, simple_loss=0.3022, pruned_loss=0.05869, over 12435.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03274, over 75.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3208, pruned_loss=0.08679, over 2474759.24 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07954, over 22424.23 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.304, pruned_loss=0.07321, over 2466896.48 frames. utt_duration=1225 frames, utt_pad_proportion=0.0666, over 8065.53 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3213, pruned_loss=0.08768, over 2475755.37 frames. utt_duration=418.6 frames, utt_pad_proportion=0.08061, over 23738.66 utterances.], batch size: 75, lr: 3.93e-04
2022-08-25 16:33:34,458 INFO [train.py:927] (5/8) Epoch 9, batch 16650, giga_loss[loss=0.2559, simple_loss=0.3321, pruned_loss=0.08989, over 12375.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03373, over 104.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3192, pruned_loss=0.08537, over 2474842.60 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07827, over 21117.67 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3036, pruned_loss=0.07319, over 2466654.97 frames. utt_duration=1219 frames, utt_pad_proportion=0.06922, over 8101.01 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3205, pruned_loss=0.08647, over 2476090.30 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0786, over 22525.19 utterances.], batch size: 104, lr: 3.93e-04
2022-08-25 16:35:17,267 INFO [train.py:927] (5/8) Epoch 9, batch 16700, giga_loss[loss=0.2538, simple_loss=0.3349, pruned_loss=0.08639, over 12364.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03652, over 113.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3202, pruned_loss=0.08585, over 2475329.64 frames. utt_duration=485.3 frames, utt_pad_proportion=0.0724, over 20466.27 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3035, pruned_loss=0.07321, over 2466843.86 frames. utt_duration=1220 frames, utt_pad_proportion=0.06879, over 8098.05 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3214, pruned_loss=0.08681, over 2476213.15 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07315, over 21693.83 utterances.], batch size: 113, lr: 3.93e-04
2022-08-25 16:37:04,126 INFO [train.py:927] (5/8) Epoch 9, batch 16750, giga_loss[loss=0.2305, simple_loss=0.3165, pruned_loss=0.07227, over 12374.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.02977, over 58.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3213, pruned_loss=0.08591, over 2475790.77 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07062, over 20532.50 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3037, pruned_loss=0.07338, over 2466836.69 frames. utt_duration=1221 frames, utt_pad_proportion=0.06802, over 8089.58 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3223, pruned_loss=0.0867, over 2476630.88 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07158, over 21691.27 utterances.], batch size: 58, lr: 3.93e-04
2022-08-25 16:38:48,019 INFO [train.py:927] (5/8) Epoch 9, batch 16800, giga_loss[loss=0.2141, simple_loss=0.2999, pruned_loss=0.06414, over 12482.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03914, over 31.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3198, pruned_loss=0.08471, over 2476400.55 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06805, over 20055.80 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3035, pruned_loss=0.07337, over 2467091.01 frames. utt_duration=1227 frames, utt_pad_proportion=0.06692, over 8049.74 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3212, pruned_loss=0.08562, over 2477056.17 frames. utt_duration=467.1 frames, utt_pad_proportion=0.06933, over 21280.68 utterances.], batch size: 31, lr: 3.93e-04
2022-08-25 16:40:32,639 INFO [train.py:927] (5/8) Epoch 9, batch 16850, giga_loss[loss=0.2456, simple_loss=0.3216, pruned_loss=0.08476, over 12424.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03829, over 133.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3192, pruned_loss=0.08427, over 2474997.36 frames. utt_duration=501 frames, utt_pad_proportion=0.06936, over 19818.88 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3033, pruned_loss=0.07331, over 2466927.08 frames. utt_duration=1220 frames, utt_pad_proportion=0.06976, over 8096.04 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3209, pruned_loss=0.08531, over 2475871.28 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06921, over 21031.14 utterances.], batch size: 133, lr: 3.93e-04
2022-08-25 16:42:21,531 INFO [train.py:927] (5/8) Epoch 9, batch 16900, giga_loss[loss=0.1983, simple_loss=0.2807, pruned_loss=0.05791, over 12261.00 frames. utt_duration=1888 frames, utt_pad_proportion=0.05464, over 26.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3185, pruned_loss=0.08429, over 2474047.39 frames. utt_duration=521.9 frames, utt_pad_proportion=0.0685, over 19015.22 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3026, pruned_loss=0.07308, over 2466791.35 frames. utt_duration=1228 frames, utt_pad_proportion=0.0679, over 8047.81 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3213, pruned_loss=0.0859, over 2475233.65 frames. utt_duration=481.6 frames, utt_pad_proportion=0.06905, over 20620.32 utterances.], batch size: 26, lr: 3.93e-04
2022-08-25 16:44:07,122 INFO [train.py:927] (5/8) Epoch 9, batch 16950, giga_loss[loss=0.2368, simple_loss=0.3196, pruned_loss=0.07702, over 12344.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04336, over 26.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3197, pruned_loss=0.08592, over 2473816.28 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07223, over 19418.28 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3026, pruned_loss=0.07312, over 2466729.40 frames. utt_duration=1229 frames, utt_pad_proportion=0.06766, over 8039.57 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3219, pruned_loss=0.0872, over 2474829.43 frames. utt_duration=479 frames, utt_pad_proportion=0.07251, over 20730.48 utterances.], batch size: 26, lr: 3.93e-04
2022-08-25 16:45:58,193 INFO [train.py:927] (5/8) Epoch 9, batch 17000, giga_loss[loss=0.2517, simple_loss=0.3317, pruned_loss=0.08581, over 12353.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03958, over 113.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3203, pruned_loss=0.0866, over 2473748.07 frames. utt_duration=489.5 frames, utt_pad_proportion=0.08178, over 20277.18 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3025, pruned_loss=0.07312, over 2466640.90 frames. utt_duration=1231 frames, utt_pad_proportion=0.06663, over 8024.81 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3226, pruned_loss=0.08794, over 2474804.24 frames. utt_duration=459.4 frames, utt_pad_proportion=0.08191, over 21618.02 utterances.], batch size: 113, lr: 3.93e-04
2022-08-25 16:47:39,947 INFO [train.py:927] (5/8) Epoch 9, batch 17050, giga_loss[loss=0.2448, simple_loss=0.3174, pruned_loss=0.08607, over 12173.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03345, over 39.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3194, pruned_loss=0.08532, over 2473916.20 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07748, over 20126.46 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3026, pruned_loss=0.07304, over 2466723.73 frames. utt_duration=1232 frames, utt_pad_proportion=0.06569, over 8017.47 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3214, pruned_loss=0.08668, over 2474810.59 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07822, over 21416.13 utterances.], batch size: 39, lr: 3.92e-04
2022-08-25 16:49:22,432 INFO [train.py:927] (5/8) Epoch 9, batch 17100, giga_loss[loss=0.2562, simple_loss=0.3311, pruned_loss=0.09068, over 12419.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03838, over 133.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3197, pruned_loss=0.085, over 2474366.71 frames. utt_duration=495 frames, utt_pad_proportion=0.07527, over 20055.29 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3025, pruned_loss=0.07283, over 2466610.09 frames. utt_duration=1236 frames, utt_pad_proportion=0.06482, over 7989.31 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3218, pruned_loss=0.08655, over 2475365.99 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07638, over 21387.53 utterances.], batch size: 133, lr: 3.92e-04
2022-08-25 16:51:08,360 INFO [train.py:927] (5/8) Epoch 9, batch 17150, giga_loss[loss=0.2087, simple_loss=0.2968, pruned_loss=0.06032, over 12430.00 frames. utt_duration=711.9 frames, utt_pad_proportion=0.02346, over 70.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3193, pruned_loss=0.08535, over 2474710.91 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08187, over 21282.15 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3025, pruned_loss=0.07293, over 2466600.68 frames. utt_duration=1228 frames, utt_pad_proportion=0.06828, over 8046.78 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3213, pruned_loss=0.08669, over 2475629.85 frames. utt_duration=441.4 frames, utt_pad_proportion=0.08125, over 22512.62 utterances.], batch size: 70, lr: 3.92e-04
2022-08-25 16:52:56,414 INFO [train.py:927] (5/8) Epoch 9, batch 17200, libri_loss[loss=0.2469, simple_loss=0.3345, pruned_loss=0.07968, over 12386.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01305, over 41.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3164, pruned_loss=0.08393, over 2475040.89 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07992, over 20978.48 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3027, pruned_loss=0.07293, over 2466602.92 frames. utt_duration=1228 frames, utt_pad_proportion=0.06771, over 8044.33 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3179, pruned_loss=0.08509, over 2475836.90 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07975, over 22071.87 utterances.], batch size: 41, lr: 3.92e-04
2022-08-25 16:54:41,997 INFO [train.py:927] (5/8) Epoch 9, batch 17250, giga_loss[loss=0.2087, simple_loss=0.2899, pruned_loss=0.06378, over 12441.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03499, over 43.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3153, pruned_loss=0.08362, over 2475352.99 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07854, over 21513.91 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3026, pruned_loss=0.07287, over 2466776.07 frames. utt_duration=1230 frames, utt_pad_proportion=0.06692, over 8029.74 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3168, pruned_loss=0.08475, over 2475941.36 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07877, over 22565.40 utterances.], batch size: 43, lr: 3.92e-04
2022-08-25 16:56:26,026 INFO [train.py:927] (5/8) Epoch 9, batch 17300, giga_loss[loss=0.2328, simple_loss=0.3188, pruned_loss=0.07341, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03185, over 85.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3147, pruned_loss=0.08146, over 2475704.48 frames. utt_duration=444.3 frames, utt_pad_proportion=0.0782, over 22364.12 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.303, pruned_loss=0.07323, over 2467056.09 frames. utt_duration=1227 frames, utt_pad_proportion=0.06626, over 8053.51 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3159, pruned_loss=0.0823, over 2476132.19 frames. utt_duration=421.9 frames, utt_pad_proportion=0.07869, over 23558.74 utterances.], batch size: 85, lr: 3.92e-04
2022-08-25 16:58:10,733 INFO [train.py:927] (5/8) Epoch 9, batch 17350, giga_loss[loss=0.2099, simple_loss=0.2942, pruned_loss=0.06276, over 12424.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07589, over 213.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3117, pruned_loss=0.0777, over 2475421.01 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07699, over 23119.80 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3025, pruned_loss=0.07298, over 2466671.00 frames. utt_duration=1231 frames, utt_pad_proportion=0.06562, over 8022.85 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3132, pruned_loss=0.07867, over 2476220.57 frames. utt_duration=409.3 frames, utt_pad_proportion=0.07765, over 24288.39 utterances.], batch size: 213, lr: 3.92e-04
2022-08-25 16:59:55,149 INFO [train.py:927] (5/8) Epoch 9, batch 17400, giga_loss[loss=0.2105, simple_loss=0.3082, pruned_loss=0.05635, over 12281.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02407, over 54.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3094, pruned_loss=0.07382, over 2475304.53 frames. utt_duration=434.6 frames, utt_pad_proportion=0.0719, over 22857.97 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3024, pruned_loss=0.07279, over 2466672.51 frames. utt_duration=1235 frames, utt_pad_proportion=0.06459, over 8001.57 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3108, pruned_loss=0.07481, over 2476072.29 frames. utt_duration=412.9 frames, utt_pad_proportion=0.07302, over 24068.35 utterances.], batch size: 54, lr: 3.92e-04
2022-08-25 17:01:39,868 INFO [train.py:927] (5/8) Epoch 9, batch 17450, giga_loss[loss=0.2198, simple_loss=0.3094, pruned_loss=0.06507, over 12396.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03859, over 113.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3101, pruned_loss=0.07313, over 2475822.49 frames. utt_duration=436.7 frames, utt_pad_proportion=0.0666, over 22751.81 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3023, pruned_loss=0.07278, over 2466864.92 frames. utt_duration=1238 frames, utt_pad_proportion=0.06363, over 7977.66 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3114, pruned_loss=0.07393, over 2476408.19 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06804, over 23985.49 utterances.], batch size: 113, lr: 3.92e-04
2022-08-25 17:03:25,496 INFO [train.py:927] (5/8) Epoch 9, batch 17500, giga_loss[loss=0.2099, simple_loss=0.293, pruned_loss=0.06338, over 12380.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07425, over 212.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3073, pruned_loss=0.07093, over 2476548.50 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06866, over 23979.27 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3023, pruned_loss=0.07264, over 2467139.96 frames. utt_duration=1241 frames, utt_pad_proportion=0.06283, over 7964.32 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3085, pruned_loss=0.07169, over 2476927.61 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06989, over 25235.41 utterances.], batch size: 212, lr: 3.92e-04
2022-08-25 17:05:10,119 INFO [train.py:927] (5/8) Epoch 9, batch 17550, giga_loss[loss=0.1748, simple_loss=0.268, pruned_loss=0.04078, over 12359.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.032, over 58.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3067, pruned_loss=0.07026, over 2476125.12 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06893, over 24289.69 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3026, pruned_loss=0.07287, over 2467039.66 frames. utt_duration=1242 frames, utt_pad_proportion=0.06212, over 7952.95 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3074, pruned_loss=0.07062, over 2476616.68 frames. utt_duration=390 frames, utt_pad_proportion=0.07011, over 25495.71 utterances.], batch size: 58, lr: 3.92e-04
2022-08-25 17:06:52,021 INFO [train.py:927] (5/8) Epoch 9, batch 17600, giga_loss[loss=0.2125, simple_loss=0.2992, pruned_loss=0.06285, over 12340.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03347, over 97.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3044, pruned_loss=0.06832, over 2475874.05 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06532, over 23082.91 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3024, pruned_loss=0.07285, over 2467133.97 frames. utt_duration=1242 frames, utt_pad_proportion=0.06102, over 7955.07 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3054, pruned_loss=0.06846, over 2476671.00 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06691, over 24929.07 utterances.], batch size: 97, lr: 3.92e-04
2022-08-25 17:08:35,495 INFO [train.py:927] (5/8) Epoch 9, batch 17650, libri_loss[loss=0.2419, simple_loss=0.3135, pruned_loss=0.08516, over 12253.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004726, over 34.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3001, pruned_loss=0.06546, over 2475751.16 frames. utt_duration=428 frames, utt_pad_proportion=0.06618, over 23214.38 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.302, pruned_loss=0.07271, over 2466843.88 frames. utt_duration=1246 frames, utt_pad_proportion=0.05989, over 7929.51 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3011, pruned_loss=0.06555, over 2476845.41 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06775, over 25053.24 utterances.], batch size: 34, lr: 3.92e-04
2022-08-25 17:10:23,800 INFO [train.py:927] (5/8) Epoch 9, batch 17700, giga_loss[loss=0.2223, simple_loss=0.314, pruned_loss=0.06529, over 12463.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2983, pruned_loss=0.06473, over 2476408.91 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06697, over 23752.97 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3019, pruned_loss=0.07263, over 2466720.53 frames. utt_duration=1248 frames, utt_pad_proportion=0.05944, over 7917.23 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2993, pruned_loss=0.06481, over 2477455.82 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06827, over 25341.97 utterances.], batch size: 98, lr: 3.92e-04
2022-08-25 17:12:19,044 INFO [train.py:927] (5/8) Epoch 9, batch 17750, giga_loss[loss=0.2307, simple_loss=0.306, pruned_loss=0.07772, over 12390.00 frames. utt_duration=235 frames, utt_pad_proportion=0.0748, over 212.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2991, pruned_loss=0.06413, over 2476451.96 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06601, over 24195.83 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3021, pruned_loss=0.07263, over 2466822.24 frames. utt_duration=1249 frames, utt_pad_proportion=0.05926, over 7912.54 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2996, pruned_loss=0.06407, over 2477306.43 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06716, over 25679.14 utterances.], batch size: 212, lr: 3.92e-04
2022-08-25 17:14:28,669 INFO [train.py:927] (5/8) Epoch 9, batch 17800, giga_loss[loss=0.176, simple_loss=0.2713, pruned_loss=0.04034, over 12445.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.02953, over 75.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2986, pruned_loss=0.06366, over 2476999.26 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06663, over 24356.39 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3023, pruned_loss=0.07273, over 2466994.87 frames. utt_duration=1243 frames, utt_pad_proportion=0.05951, over 7948.79 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2988, pruned_loss=0.06341, over 2477654.31 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06748, over 25718.36 utterances.], batch size: 75, lr: 3.92e-04
2022-08-25 17:16:28,666 INFO [train.py:927] (5/8) Epoch 9, batch 17850, giga_loss[loss=0.183, simple_loss=0.2786, pruned_loss=0.04369, over 12385.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03087, over 97.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2966, pruned_loss=0.06207, over 2477446.82 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06755, over 24815.28 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3019, pruned_loss=0.0726, over 2467007.85 frames. utt_duration=1247 frames, utt_pad_proportion=0.05874, over 7924.05 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.297, pruned_loss=0.06181, over 2478145.63 frames. utt_duration=379.5 frames, utt_pad_proportion=0.0684, over 26214.61 utterances.], batch size: 97, lr: 3.92e-04
2022-08-25 17:18:37,359 INFO [train.py:927] (5/8) Epoch 9, batch 17900, giga_loss[loss=0.2237, simple_loss=0.3128, pruned_loss=0.06732, over 12429.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03883, over 133.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2936, pruned_loss=0.06044, over 2477483.03 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06505, over 24112.58 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3022, pruned_loss=0.07277, over 2466898.83 frames. utt_duration=1246 frames, utt_pad_proportion=0.05831, over 7925.82 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2935, pruned_loss=0.05996, over 2478234.82 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06599, over 25364.26 utterances.], batch size: 133, lr: 3.92e-04
2022-08-25 17:20:31,333 INFO [train.py:927] (5/8) Epoch 9, batch 17950, giga_loss[loss=0.2064, simple_loss=0.3009, pruned_loss=0.05599, over 12454.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02808, over 80.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2943, pruned_loss=0.06089, over 2478263.61 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06473, over 24161.01 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3026, pruned_loss=0.07302, over 2467333.29 frames. utt_duration=1249 frames, utt_pad_proportion=0.05741, over 7912.41 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2937, pruned_loss=0.06006, over 2478664.67 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06575, over 25446.83 utterances.], batch size: 80, lr: 3.92e-04
2022-08-25 17:22:49,161 INFO [train.py:927] (5/8) Epoch 9, batch 18000, giga_loss[loss=0.182, simple_loss=0.2701, pruned_loss=0.04698, over 12415.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2946, pruned_loss=0.06065, over 2478017.41 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06507, over 24350.19 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3025, pruned_loss=0.07317, over 2467000.19 frames. utt_duration=1250 frames, utt_pad_proportion=0.05659, over 7900.76 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2941, pruned_loss=0.05957, over 2478873.62 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06614, over 25760.07 utterances.], batch size: 133, lr: 3.92e-04
2022-08-25 17:22:49,162 INFO [train.py:958] (5/8) Computing validation loss
2022-08-25 17:23:03,444 INFO [train.py:967] (5/8) 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 17:25:05,005 INFO [train.py:927] (5/8) Epoch 9, batch 18050, giga_loss[loss=0.1799, simple_loss=0.2765, pruned_loss=0.04161, over 12431.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06159, over 183.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2942, pruned_loss=0.0605, over 2478215.20 frames. utt_duration=407.9 frames, utt_pad_proportion=0.0639, over 24379.73 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3023, pruned_loss=0.0732, over 2467301.77 frames. utt_duration=1252 frames, utt_pad_proportion=0.05589, over 7891.27 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2937, pruned_loss=0.05933, over 2478872.85 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06506, over 25888.49 utterances.], batch size: 183, lr: 3.92e-04
2022-08-25 17:27:13,166 INFO [train.py:927] (5/8) Epoch 9, batch 18100, giga_loss[loss=0.1899, simple_loss=0.2935, pruned_loss=0.0431, over 12440.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.02955, over 75.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05984, over 2478880.64 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06431, over 25073.00 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3022, pruned_loss=0.07318, over 2467245.11 frames. utt_duration=1255 frames, utt_pad_proportion=0.05533, over 7872.93 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2961, pruned_loss=0.05877, over 2479599.58 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06537, over 26503.76 utterances.], batch size: 75, lr: 3.92e-04
2022-08-25 17:29:22,108 INFO [train.py:927] (5/8) Epoch 9, batch 18150, giga_loss[loss=0.1795, simple_loss=0.2818, pruned_loss=0.03862, over 12361.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02546, over 66.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.297, pruned_loss=0.05916, over 2478143.44 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06544, over 25033.57 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3028, pruned_loss=0.07335, over 2466947.68 frames. utt_duration=1257 frames, utt_pad_proportion=0.05446, over 7857.60 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2961, pruned_loss=0.05792, over 2479192.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06651, over 26493.51 utterances.], batch size: 66, lr: 3.92e-04
2022-08-25 17:31:27,898 INFO [train.py:927] (5/8) Epoch 9, batch 18200, giga_loss[loss=0.1943, simple_loss=0.2893, pruned_loss=0.04962, over 12464.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03467, over 98.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2967, pruned_loss=0.05936, over 2478204.83 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06344, over 24100.24 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3027, pruned_loss=0.07341, over 2467324.29 frames. utt_duration=1261 frames, utt_pad_proportion=0.05328, over 7833.11 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.296, pruned_loss=0.05795, over 2479009.33 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06482, over 25724.45 utterances.], batch size: 98, lr: 3.91e-04
2022-08-25 17:34:00,043 INFO [train.py:927] (5/8) Epoch 9, batch 18250, giga_loss[loss=0.1845, simple_loss=0.277, pruned_loss=0.04601, over 12467.00 frames. utt_duration=978.7 frames, utt_pad_proportion=0.02133, over 51.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2974, pruned_loss=0.06018, over 2478498.76 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06296, over 23989.37 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3032, pruned_loss=0.07365, over 2467049.38 frames. utt_duration=1266 frames, utt_pad_proportion=0.05226, over 7805.59 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2962, pruned_loss=0.05851, over 2479670.21 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06446, over 25701.99 utterances.], batch size: 51, lr: 3.91e-04
2022-08-25 17:36:10,617 INFO [train.py:927] (5/8) Epoch 9, batch 18300, giga_loss[loss=0.2105, simple_loss=0.2933, pruned_loss=0.06383, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03641, over 113.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2947, pruned_loss=0.05887, over 2478342.15 frames. utt_duration=429.2 frames, utt_pad_proportion=0.05947, over 23161.79 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3035, pruned_loss=0.07391, over 2467071.06 frames. utt_duration=1260 frames, utt_pad_proportion=0.05261, over 7838.22 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2934, pruned_loss=0.05715, over 2479383.42 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06088, over 24690.02 utterances.], batch size: 113, lr: 3.91e-04
2022-08-25 17:38:15,726 INFO [train.py:927] (5/8) Epoch 9, batch 18350, giga_loss[loss=0.2022, simple_loss=0.2996, pruned_loss=0.05242, over 12300.00 frames. utt_duration=747 frames, utt_pad_proportion=0.02991, over 66.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2948, pruned_loss=0.05908, over 2478397.55 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06227, over 23532.60 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3036, pruned_loss=0.07393, over 2467185.44 frames. utt_duration=1252 frames, utt_pad_proportion=0.05515, over 7889.67 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2934, pruned_loss=0.05736, over 2479383.05 frames. utt_duration=397.2 frames, utt_pad_proportion=0.0626, over 25040.23 utterances.], batch size: 66, lr: 3.91e-04
2022-08-25 17:40:16,470 INFO [train.py:927] (5/8) Epoch 9, batch 18400, giga_loss[loss=0.1867, simple_loss=0.2735, pruned_loss=0.04996, over 12471.00 frames. utt_duration=703.9 frames, utt_pad_proportion=0.03042, over 71.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2946, pruned_loss=0.05996, over 2478454.25 frames. utt_duration=435.3 frames, utt_pad_proportion=0.06047, over 22838.54 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3037, pruned_loss=0.0741, over 2467639.26 frames. utt_duration=1242 frames, utt_pad_proportion=0.05852, over 7955.10 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05776, over 2479340.46 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06002, over 24701.05 utterances.], batch size: 71, lr: 3.91e-04
2022-08-25 17:42:23,555 INFO [train.py:927] (5/8) Epoch 9, batch 18450, giga_loss[loss=0.2074, simple_loss=0.2982, pruned_loss=0.05829, over 12367.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03714, over 113.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2946, pruned_loss=0.0606, over 2478324.17 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06329, over 23748.57 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3036, pruned_loss=0.07405, over 2467330.86 frames. utt_duration=1246 frames, utt_pad_proportion=0.05789, over 7931.89 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2933, pruned_loss=0.05873, over 2479433.48 frames. utt_duration=391 frames, utt_pad_proportion=0.06297, over 25443.27 utterances.], batch size: 113, lr: 3.91e-04
2022-08-25 17:44:39,085 INFO [train.py:927] (5/8) Epoch 9, batch 18500, giga_loss[loss=0.2151, simple_loss=0.2987, pruned_loss=0.0658, over 12445.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03424, over 105.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2959, pruned_loss=0.06102, over 2478569.56 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06526, over 24176.22 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3039, pruned_loss=0.07425, over 2467355.38 frames. utt_duration=1249 frames, utt_pad_proportion=0.05644, over 7909.65 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2944, pruned_loss=0.05891, over 2479790.04 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06531, over 26061.83 utterances.], batch size: 105, lr: 3.91e-04
2022-08-25 17:46:51,222 INFO [train.py:927] (5/8) Epoch 9, batch 18550, giga_loss[loss=0.1829, simple_loss=0.2773, pruned_loss=0.04431, over 12410.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05874, over 182.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2944, pruned_loss=0.0612, over 2478699.91 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07236, over 25393.17 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.304, pruned_loss=0.07441, over 2467758.99 frames. utt_duration=1243 frames, utt_pad_proportion=0.05722, over 7949.61 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2929, pruned_loss=0.05905, over 2479559.06 frames. utt_duration=365 frames, utt_pad_proportion=0.07189, over 27257.14 utterances.], batch size: 182, lr: 3.91e-04
2022-08-25 17:48:49,920 INFO [train.py:927] (5/8) Epoch 9, batch 18600, libri_loss[loss=0.2358, simple_loss=0.3149, pruned_loss=0.07836, over 12409.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02292, over 43.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2897, pruned_loss=0.05927, over 2478385.57 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07121, over 24962.12 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3038, pruned_loss=0.07414, over 2467859.66 frames. utt_duration=1243 frames, utt_pad_proportion=0.05657, over 7949.08 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2883, pruned_loss=0.05733, over 2479330.80 frames. utt_duration=368.3 frames, utt_pad_proportion=0.07121, over 27012.16 utterances.], batch size: 43, lr: 3.91e-04
2022-08-25 17:50:46,727 INFO [train.py:927] (5/8) Epoch 9, batch 18650, giga_loss[loss=0.1917, simple_loss=0.2795, pruned_loss=0.05195, over 12239.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03169, over 42.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2899, pruned_loss=0.05959, over 2478402.94 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07124, over 24914.95 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3036, pruned_loss=0.07408, over 2467982.18 frames. utt_duration=1241 frames, utt_pad_proportion=0.05667, over 7964.86 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2885, pruned_loss=0.05769, over 2479323.09 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07134, over 26997.90 utterances.], batch size: 42, lr: 3.91e-04
2022-08-25 17:52:48,163 INFO [train.py:927] (5/8) Epoch 9, batch 18700, giga_loss[loss=0.2094, simple_loss=0.286, pruned_loss=0.0664, over 12370.00 frames. utt_duration=138.2 frames, utt_pad_proportion=0.1868, over 361.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2877, pruned_loss=0.05777, over 2478266.86 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07209, over 24515.17 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.303, pruned_loss=0.07368, over 2468227.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.05583, over 7953.77 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2867, pruned_loss=0.05614, over 2479141.94 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07241, over 26720.87 utterances.], batch size: 361, lr: 3.91e-04
2022-08-25 17:55:04,852 INFO [train.py:927] (5/8) Epoch 9, batch 18750, giga_loss[loss=0.21, simple_loss=0.2941, pruned_loss=0.06298, over 12374.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02775, over 85.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2862, pruned_loss=0.05715, over 2477493.62 frames. utt_duration=413.7 frames, utt_pad_proportion=0.07019, over 24025.60 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3029, pruned_loss=0.07371, over 2468205.83 frames. utt_duration=1245 frames, utt_pad_proportion=0.05483, over 7941.05 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2851, pruned_loss=0.05548, over 2478427.30 frames. utt_duration=380.2 frames, utt_pad_proportion=0.07096, over 26156.33 utterances.], batch size: 85, lr: 3.91e-04
2022-08-25 17:57:15,149 INFO [train.py:927] (5/8) Epoch 9, batch 18800, giga_loss[loss=0.2005, simple_loss=0.2871, pruned_loss=0.05695, over 12451.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.04776, over 162.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2868, pruned_loss=0.05729, over 2477670.69 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07087, over 24393.62 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.303, pruned_loss=0.07374, over 2468051.56 frames. utt_duration=1247 frames, utt_pad_proportion=0.05389, over 7927.53 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2855, pruned_loss=0.05556, over 2478764.05 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07176, over 26459.93 utterances.], batch size: 162, lr: 3.91e-04
2022-08-25 17:59:13,319 INFO [train.py:927] (5/8) Epoch 9, batch 18850, giga_loss[loss=0.2023, simple_loss=0.2987, pruned_loss=0.053, over 12406.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02584, over 91.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2866, pruned_loss=0.05707, over 2477828.29 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06883, over 24682.93 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3032, pruned_loss=0.07386, over 2468067.02 frames. utt_duration=1248 frames, utt_pad_proportion=0.05331, over 7919.66 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2852, pruned_loss=0.0554, over 2478785.75 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06989, over 26545.09 utterances.], batch size: 91, lr: 3.91e-04
2022-08-25 18:01:14,498 INFO [train.py:927] (5/8) Epoch 9, batch 18900, giga_loss[loss=0.2418, simple_loss=0.3263, pruned_loss=0.07865, over 12388.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07034, over 211.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2887, pruned_loss=0.05715, over 2477599.88 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07135, over 24881.17 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3027, pruned_loss=0.07368, over 2467860.29 frames. utt_duration=1253 frames, utt_pad_proportion=0.05255, over 7890.27 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2876, pruned_loss=0.0555, over 2478826.95 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07233, over 26849.31 utterances.], batch size: 211, lr: 3.91e-04
2022-08-25 18:03:14,071 INFO [train.py:927] (5/8) Epoch 9, batch 18950, giga_loss[loss=0.2143, simple_loss=0.3036, pruned_loss=0.06252, over 12437.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04571, over 161.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2901, pruned_loss=0.0576, over 2477902.12 frames. utt_duration=392 frames, utt_pad_proportion=0.07076, over 25361.72 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3025, pruned_loss=0.07354, over 2468081.16 frames. utt_duration=1255 frames, utt_pad_proportion=0.05198, over 7876.04 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2892, pruned_loss=0.05621, over 2478807.17 frames. utt_duration=366.5 frames, utt_pad_proportion=0.07175, over 27142.57 utterances.], batch size: 161, lr: 3.91e-04
2022-08-25 18:05:23,132 INFO [train.py:927] (5/8) Epoch 9, batch 19000, giga_loss[loss=0.1876, simple_loss=0.2773, pruned_loss=0.04898, over 12383.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07542, over 212.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2885, pruned_loss=0.05658, over 2478099.84 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06931, over 25490.73 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3025, pruned_loss=0.07336, over 2468344.86 frames. utt_duration=1258 frames, utt_pad_proportion=0.05099, over 7856.28 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2876, pruned_loss=0.05528, over 2478812.45 frames. utt_duration=364.3 frames, utt_pad_proportion=0.07055, over 27305.10 utterances.], batch size: 212, lr: 3.91e-04
2022-08-25 18:07:25,958 INFO [train.py:927] (5/8) Epoch 9, batch 19050, giga_loss[loss=0.2215, simple_loss=0.2973, pruned_loss=0.07286, over 12402.00 frames. utt_duration=195.9 frames, utt_pad_proportion=0.09319, over 255.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2869, pruned_loss=0.05652, over 2477007.07 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07186, over 25245.20 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3021, pruned_loss=0.07319, over 2468059.81 frames. utt_duration=1265 frames, utt_pad_proportion=0.04969, over 7814.97 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.286, pruned_loss=0.05508, over 2478128.75 frames. utt_duration=364.5 frames, utt_pad_proportion=0.07313, over 27288.18 utterances.], batch size: 255, lr: 3.91e-04
2022-08-25 18:09:32,260 INFO [train.py:927] (5/8) Epoch 9, batch 19100, giga_loss[loss=0.2182, simple_loss=0.3058, pruned_loss=0.0653, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03649, over 105.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2882, pruned_loss=0.05704, over 2477295.58 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07041, over 24537.89 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3023, pruned_loss=0.07331, over 2468331.28 frames. utt_duration=1265 frames, utt_pad_proportion=0.04856, over 7816.30 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2868, pruned_loss=0.05524, over 2478248.48 frames. utt_duration=372 frames, utt_pad_proportion=0.07205, over 26736.54 utterances.], batch size: 105, lr: 3.91e-04
2022-08-25 18:11:30,511 INFO [train.py:927] (5/8) Epoch 9, batch 19150, giga_loss[loss=0.228, simple_loss=0.3185, pruned_loss=0.06872, over 12389.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04509, over 146.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.289, pruned_loss=0.05741, over 2477270.20 frames. utt_duration=401.6 frames, utt_pad_proportion=0.0712, over 24747.21 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3022, pruned_loss=0.07316, over 2468513.90 frames. utt_duration=1267 frames, utt_pad_proportion=0.04807, over 7805.16 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2879, pruned_loss=0.0559, over 2477979.97 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07264, over 26721.28 utterances.], batch size: 146, lr: 3.91e-04
2022-08-25 18:13:37,624 INFO [train.py:927] (5/8) Epoch 9, batch 19200, giga_loss[loss=0.2251, simple_loss=0.3151, pruned_loss=0.06756, over 12429.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03875, over 133.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2913, pruned_loss=0.05798, over 2477715.78 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07245, over 25206.09 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3019, pruned_loss=0.07303, over 2468496.15 frames. utt_duration=1270 frames, utt_pad_proportion=0.04777, over 7786.16 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2906, pruned_loss=0.05678, over 2478365.97 frames. utt_duration=369.5 frames, utt_pad_proportion=0.0736, over 26917.87 utterances.], batch size: 133, lr: 3.91e-04
2022-08-25 18:15:55,401 INFO [train.py:927] (5/8) Epoch 9, batch 19250, giga_loss[loss=0.2039, simple_loss=0.288, pruned_loss=0.05991, over 12377.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02925, over 85.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2909, pruned_loss=0.05798, over 2477664.64 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07405, over 25216.18 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3025, pruned_loss=0.07313, over 2468283.16 frames. utt_duration=1273 frames, utt_pad_proportion=0.04728, over 7762.46 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2896, pruned_loss=0.05676, over 2478488.58 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07511, over 26824.03 utterances.], batch size: 85, lr: 3.91e-04
2022-08-25 18:17:58,020 INFO [train.py:927] (5/8) Epoch 9, batch 19300, giga_loss[loss=0.2195, simple_loss=0.306, pruned_loss=0.06652, over 12336.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.03115, over 66.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2908, pruned_loss=0.05851, over 2477596.74 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07772, over 25927.98 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3026, pruned_loss=0.07326, over 2468304.34 frames. utt_duration=1262 frames, utt_pad_proportion=0.05114, over 7830.31 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2895, pruned_loss=0.05703, over 2478482.68 frames. utt_duration=360.1 frames, utt_pad_proportion=0.07762, over 27620.46 utterances.], batch size: 66, lr: 3.91e-04
2022-08-25 18:20:04,983 INFO [train.py:927] (5/8) Epoch 9, batch 19350, giga_loss[loss=0.1616, simple_loss=0.2453, pruned_loss=0.03889, over 12412.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04093, over 37.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2883, pruned_loss=0.05791, over 2477475.46 frames. utt_duration=389.3 frames, utt_pad_proportion=0.07712, over 25532.98 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3021, pruned_loss=0.07298, over 2468317.96 frames. utt_duration=1265 frames, utt_pad_proportion=0.05043, over 7813.88 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2875, pruned_loss=0.05673, over 2478335.92 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07737, over 27195.06 utterances.], batch size: 37, lr: 3.91e-04
2022-08-25 18:22:09,595 INFO [train.py:927] (5/8) Epoch 9, batch 19400, giga_loss[loss=0.2029, simple_loss=0.3042, pruned_loss=0.05075, over 12387.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.02698, over 62.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2884, pruned_loss=0.05701, over 2476459.64 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07606, over 25417.33 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3018, pruned_loss=0.07281, over 2467800.60 frames. utt_duration=1269 frames, utt_pad_proportion=0.04971, over 7786.80 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2877, pruned_loss=0.05594, over 2477809.88 frames. utt_duration=367 frames, utt_pad_proportion=0.07662, over 27092.49 utterances.], batch size: 62, lr: 3.90e-04
2022-08-25 18:23:58,951 INFO [train.py:927] (5/8) Epoch 9, batch 19450, giga_loss[loss=0.2111, simple_loss=0.2991, pruned_loss=0.06153, over 12366.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.02945, over 58.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2905, pruned_loss=0.05728, over 2477394.68 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07025, over 24155.85 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3018, pruned_loss=0.07298, over 2467970.97 frames. utt_duration=1275 frames, utt_pad_proportion=0.04845, over 7749.78 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2895, pruned_loss=0.05559, over 2478753.68 frames. utt_duration=378.5 frames, utt_pad_proportion=0.07169, over 26280.30 utterances.], batch size: 58, lr: 3.90e-04
2022-08-25 18:26:09,202 INFO [train.py:927] (5/8) Epoch 9, batch 19500, giga_loss[loss=0.2089, simple_loss=0.3031, pruned_loss=0.05734, over 12418.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.0578, over 182.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2911, pruned_loss=0.05746, over 2477387.85 frames. utt_duration=407.7 frames, utt_pad_proportion=0.07254, over 24378.57 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.302, pruned_loss=0.07312, over 2467845.37 frames. utt_duration=1263 frames, utt_pad_proportion=0.05197, over 7823.16 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2898, pruned_loss=0.0556, over 2478811.30 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07269, over 26390.73 utterances.], batch size: 182, lr: 3.90e-04
2022-08-25 18:28:17,508 INFO [train.py:927] (5/8) Epoch 9, batch 19550, giga_loss[loss=0.1828, simple_loss=0.2769, pruned_loss=0.0443, over 12212.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.02958, over 42.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2908, pruned_loss=0.05762, over 2476950.06 frames. utt_duration=412.4 frames, utt_pad_proportion=0.071, over 24093.60 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3014, pruned_loss=0.073, over 2467901.95 frames. utt_duration=1269 frames, utt_pad_proportion=0.051, over 7789.48 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2899, pruned_loss=0.05555, over 2478440.96 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07174, over 26456.75 utterances.], batch size: 42, lr: 3.90e-04
2022-08-25 18:30:32,353 INFO [train.py:927] (5/8) Epoch 9, batch 19600, giga_loss[loss=0.2633, simple_loss=0.3332, pruned_loss=0.09672, over 12399.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09399, over 255.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2925, pruned_loss=0.05806, over 2476977.02 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07345, over 24989.03 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3015, pruned_loss=0.07301, over 2467631.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.05507, over 7872.53 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2914, pruned_loss=0.05604, over 2478594.62 frames. utt_duration=366.3 frames, utt_pad_proportion=0.07286, over 27157.58 utterances.], batch size: 255, lr: 3.90e-04
2022-08-25 18:32:45,934 INFO [train.py:927] (5/8) Epoch 9, batch 19650, giga_loss[loss=0.212, simple_loss=0.3048, pruned_loss=0.0596, over 12414.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.0514, over 161.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2944, pruned_loss=0.05895, over 2476938.25 frames. utt_duration=406.2 frames, utt_pad_proportion=0.07117, over 24462.86 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.302, pruned_loss=0.07324, over 2467761.09 frames. utt_duration=1252 frames, utt_pad_proportion=0.05526, over 7896.34 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2928, pruned_loss=0.05663, over 2478446.22 frames. utt_duration=371.9 frames, utt_pad_proportion=0.071, over 26743.55 utterances.], batch size: 161, lr: 3.90e-04
2022-08-25 18:35:11,154 INFO [train.py:927] (5/8) Epoch 9, batch 19700, giga_loss[loss=0.1833, simple_loss=0.2837, pruned_loss=0.04139, over 12328.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.02942, over 66.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2928, pruned_loss=0.05777, over 2476881.60 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06986, over 24240.27 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3022, pruned_loss=0.07333, over 2467948.84 frames. utt_duration=1254 frames, utt_pad_proportion=0.05486, over 7884.39 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2913, pruned_loss=0.05574, over 2477980.01 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06997, over 26198.81 utterances.], batch size: 66, lr: 3.90e-04
2022-08-25 18:37:16,727 INFO [train.py:927] (5/8) Epoch 9, batch 19750, giga_loss[loss=0.1897, simple_loss=0.2873, pruned_loss=0.046, over 12344.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02944, over 66.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2916, pruned_loss=0.0569, over 2476780.28 frames. utt_duration=411.4 frames, utt_pad_proportion=0.0697, over 24148.78 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07319, over 2467619.21 frames. utt_duration=1255 frames, utt_pad_proportion=0.05459, over 7874.06 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2906, pruned_loss=0.05505, over 2478177.85 frames. utt_duration=381 frames, utt_pad_proportion=0.07001, over 26100.05 utterances.], batch size: 66, lr: 3.90e-04
2022-08-25 18:39:16,049 INFO [train.py:927] (5/8) Epoch 9, batch 19800, giga_loss[loss=0.2164, simple_loss=0.3078, pruned_loss=0.06248, over 12378.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07174, over 212.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2939, pruned_loss=0.05772, over 2477148.86 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06919, over 24495.69 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3017, pruned_loss=0.07321, over 2467379.79 frames. utt_duration=1258 frames, utt_pad_proportion=0.05397, over 7856.05 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.293, pruned_loss=0.05603, over 2478574.18 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06969, over 26276.16 utterances.], batch size: 212, lr: 3.90e-04
2022-08-25 18:41:06,114 INFO [train.py:927] (5/8) Epoch 9, batch 19850, giga_loss[loss=0.1812, simple_loss=0.2778, pruned_loss=0.0423, over 12381.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03052, over 62.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05805, over 2477362.85 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06694, over 24467.51 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3015, pruned_loss=0.0731, over 2467371.15 frames. utt_duration=1262 frames, utt_pad_proportion=0.05342, over 7831.35 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2923, pruned_loss=0.05662, over 2478613.74 frames. utt_duration=381 frames, utt_pad_proportion=0.06765, over 26103.64 utterances.], batch size: 62, lr: 3.90e-04
2022-08-25 18:43:00,671 INFO [train.py:927] (5/8) Epoch 9, batch 19900, giga_loss[loss=0.2246, simple_loss=0.3164, pruned_loss=0.06636, over 12352.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.0259, over 66.00 utterances.], tot_loss[loss=0.208, simple_loss=0.296, pruned_loss=0.05999, over 2477568.47 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06582, over 24044.78 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3015, pruned_loss=0.07296, over 2467541.68 frames. utt_duration=1260 frames, utt_pad_proportion=0.05312, over 7844.35 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2953, pruned_loss=0.0585, over 2478735.70 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06664, over 25875.15 utterances.], batch size: 66, lr: 3.90e-04
2022-08-25 18:44:43,724 INFO [train.py:927] (5/8) Epoch 9, batch 19950, giga_loss[loss=0.2486, simple_loss=0.3165, pruned_loss=0.09035, over 12355.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2056, over 370.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3029, pruned_loss=0.06395, over 2477268.09 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07018, over 23362.37 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.301, pruned_loss=0.07267, over 2467640.23 frames. utt_duration=1264 frames, utt_pad_proportion=0.0525, over 7819.57 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.3027, pruned_loss=0.06282, over 2478284.67 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07078, over 25105.69 utterances.], batch size: 370, lr: 3.90e-04
2022-08-25 18:46:24,695 INFO [train.py:927] (5/8) Epoch 9, batch 20000, giga_loss[loss=0.191, simple_loss=0.2701, pruned_loss=0.05593, over 12339.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03366, over 51.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2999, pruned_loss=0.0636, over 2476106.18 frames. utt_duration=444.6 frames, utt_pad_proportion=0.06856, over 22340.93 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3008, pruned_loss=0.07246, over 2467552.25 frames. utt_duration=1268 frames, utt_pad_proportion=0.05152, over 7795.22 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.3001, pruned_loss=0.06271, over 2477197.40 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06957, over 24084.33 utterances.], batch size: 51, lr: 3.90e-04
2022-08-25 18:48:09,991 INFO [train.py:927] (5/8) Epoch 9, batch 20050, giga_loss[loss=0.1636, simple_loss=0.2451, pruned_loss=0.04111, over 12347.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03316, over 51.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2936, pruned_loss=0.06204, over 2474745.09 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07018, over 22009.39 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3004, pruned_loss=0.0723, over 2467691.86 frames. utt_duration=1272 frames, utt_pad_proportion=0.05078, over 7767.51 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.294, pruned_loss=0.06131, over 2475629.45 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07118, over 23668.84 utterances.], batch size: 51, lr: 3.90e-04
2022-08-25 18:49:52,260 INFO [train.py:927] (5/8) Epoch 9, batch 20100, giga_loss[loss=0.1569, simple_loss=0.2378, pruned_loss=0.03801, over 12299.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02517, over 54.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2857, pruned_loss=0.0593, over 2473916.53 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07126, over 21523.75 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3006, pruned_loss=0.07241, over 2467649.16 frames. utt_duration=1266 frames, utt_pad_proportion=0.0512, over 7805.67 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2856, pruned_loss=0.05837, over 2474803.65 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07212, over 23128.34 utterances.], batch size: 54, lr: 3.90e-04
2022-08-25 18:51:35,242 INFO [train.py:927] (5/8) Epoch 9, batch 20150, giga_loss[loss=0.1586, simple_loss=0.2381, pruned_loss=0.03954, over 12383.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02772, over 58.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2787, pruned_loss=0.05635, over 2473282.25 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06627, over 20357.61 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3003, pruned_loss=0.0723, over 2467452.78 frames. utt_duration=1270 frames, utt_pad_proportion=0.05069, over 7780.70 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2787, pruned_loss=0.05553, over 2474236.11 frames. utt_duration=455 frames, utt_pad_proportion=0.06752, over 21819.72 utterances.], batch size: 58, lr: 3.90e-04
2022-08-25 18:53:19,184 INFO [train.py:927] (5/8) Epoch 9, batch 20200, giga_loss[loss=0.1791, simple_loss=0.266, pruned_loss=0.0461, over 12370.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02845, over 70.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2749, pruned_loss=0.05498, over 2473213.34 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06323, over 19247.42 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3004, pruned_loss=0.07239, over 2467388.12 frames. utt_duration=1268 frames, utt_pad_proportion=0.0506, over 7792.07 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2742, pruned_loss=0.05383, over 2474169.23 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06463, over 20681.03 utterances.], batch size: 70, lr: 3.90e-04
2022-08-25 18:55:00,062 INFO [train.py:927] (5/8) Epoch 9, batch 20250, giga_loss[loss=0.1502, simple_loss=0.2352, pruned_loss=0.03262, over 12375.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04944, over 161.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.2705, pruned_loss=0.05338, over 2473300.35 frames. utt_duration=529.8 frames, utt_pad_proportion=0.0616, over 18724.13 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3001, pruned_loss=0.07222, over 2467455.91 frames. utt_duration=1271 frames, utt_pad_proportion=0.04948, over 7772.75 utterances.], giga_tot_loss[loss=0.1866, simple_loss=0.2692, pruned_loss=0.05203, over 2474179.31 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06343, over 20260.17 utterances.], batch size: 161, lr: 3.90e-04
2022-08-25 18:56:40,906 INFO [train.py:927] (5/8) Epoch 9, batch 20300, giga_loss[loss=0.1748, simple_loss=0.2548, pruned_loss=0.04734, over 12371.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06507, over 183.00 utterances.], tot_loss[loss=0.1847, simple_loss=0.2662, pruned_loss=0.05159, over 2473467.66 frames. utt_duration=513 frames, utt_pad_proportion=0.0637, over 19342.14 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3002, pruned_loss=0.07235, over 2467530.10 frames. utt_duration=1271 frames, utt_pad_proportion=0.04917, over 7772.19 utterances.], giga_tot_loss[loss=0.1825, simple_loss=0.2647, pruned_loss=0.05016, over 2474182.14 frames. utt_duration=479.5 frames, utt_pad_proportion=0.06515, over 20701.13 utterances.], batch size: 183, lr: 3.90e-04
2022-08-25 18:58:19,262 INFO [train.py:927] (5/8) Epoch 9, batch 20350, giga_loss[loss=0.1503, simple_loss=0.2269, pruned_loss=0.03678, over 12410.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02743, over 62.00 utterances.], tot_loss[loss=0.1819, simple_loss=0.2625, pruned_loss=0.05062, over 2474379.79 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06283, over 18579.80 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3008, pruned_loss=0.07289, over 2467421.07 frames. utt_duration=1245 frames, utt_pad_proportion=0.05753, over 7933.95 utterances.], giga_tot_loss[loss=0.1781, simple_loss=0.2596, pruned_loss=0.04832, over 2475244.18 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06144, over 19881.21 utterances.], batch size: 62, lr: 3.90e-04
2022-08-25 18:59:59,878 INFO [train.py:927] (5/8) Epoch 9, batch 20400, giga_loss[loss=0.2079, simple_loss=0.2951, pruned_loss=0.06039, over 12330.00 frames. utt_duration=582 frames, utt_pad_proportion=0.0333, over 85.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2675, pruned_loss=0.0536, over 2474778.45 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06501, over 18849.64 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3005, pruned_loss=0.07283, over 2467525.41 frames. utt_duration=1251 frames, utt_pad_proportion=0.0557, over 7896.61 utterances.], giga_tot_loss[loss=0.1829, simple_loss=0.264, pruned_loss=0.05092, over 2475656.75 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06451, over 20380.77 utterances.], batch size: 85, lr: 3.90e-04
2022-08-25 19:01:41,300 INFO [train.py:927] (5/8) Epoch 9, batch 20450, giga_loss[loss=0.2166, simple_loss=0.2954, pruned_loss=0.06887, over 12141.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04287, over 33.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2783, pruned_loss=0.05859, over 2474107.18 frames. utt_duration=540.8 frames, utt_pad_proportion=0.0623, over 18348.63 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3008, pruned_loss=0.07318, over 2467379.18 frames. utt_duration=1242 frames, utt_pad_proportion=0.05892, over 7953.65 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2747, pruned_loss=0.05585, over 2475087.38 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06094, over 19718.34 utterances.], batch size: 33, lr: 3.90e-04
2022-08-25 19:03:23,443 INFO [train.py:927] (5/8) Epoch 9, batch 20500, giga_loss[loss=0.2106, simple_loss=0.3038, pruned_loss=0.0587, over 12401.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06345, over 183.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2846, pruned_loss=0.06031, over 2473560.91 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06066, over 17984.83 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3009, pruned_loss=0.07336, over 2467255.82 frames. utt_duration=1234 frames, utt_pad_proportion=0.0625, over 8006.02 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2814, pruned_loss=0.05774, over 2474555.95 frames. utt_duration=516.9 frames, utt_pad_proportion=0.05846, over 19203.17 utterances.], batch size: 183, lr: 3.90e-04
2022-08-25 19:05:07,555 INFO [train.py:927] (5/8) Epoch 9, batch 20550, giga_loss[loss=0.2089, simple_loss=0.2981, pruned_loss=0.05983, over 12356.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03218, over 58.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2895, pruned_loss=0.06178, over 2474875.49 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05751, over 17688.20 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3015, pruned_loss=0.07341, over 2467492.28 frames. utt_duration=1235 frames, utt_pad_proportion=0.0613, over 8002.93 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2861, pruned_loss=0.0594, over 2475612.50 frames. utt_duration=525.7 frames, utt_pad_proportion=0.05635, over 18888.81 utterances.], batch size: 58, lr: 3.89e-04
2022-08-25 19:06:50,644 INFO [train.py:927] (5/8) Epoch 9, batch 20600, giga_loss[loss=0.2226, simple_loss=0.3153, pruned_loss=0.06497, over 12366.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.02895, over 62.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2933, pruned_loss=0.06413, over 2473971.22 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05927, over 17506.52 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3015, pruned_loss=0.07341, over 2467538.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.06081, over 8006.97 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2903, pruned_loss=0.06206, over 2474640.42 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05838, over 18625.75 utterances.], batch size: 62, lr: 3.89e-04
2022-08-25 19:08:30,809 INFO [train.py:927] (5/8) Epoch 9, batch 20650, giga_loss[loss=0.2423, simple_loss=0.3325, pruned_loss=0.07605, over 12433.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04403, over 114.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.297, pruned_loss=0.0656, over 2473403.71 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06244, over 17942.94 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3009, pruned_loss=0.07323, over 2467193.48 frames. utt_duration=1228 frames, utt_pad_proportion=0.06408, over 8043.99 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2951, pruned_loss=0.06391, over 2474387.16 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06042, over 19026.68 utterances.], batch size: 114, lr: 3.89e-04
2022-08-25 19:10:12,587 INFO [train.py:927] (5/8) Epoch 9, batch 20700, giga_loss[loss=0.2159, simple_loss=0.311, pruned_loss=0.06045, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03948, over 133.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3009, pruned_loss=0.06692, over 2473899.95 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06952, over 18590.21 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3012, pruned_loss=0.0734, over 2467381.07 frames. utt_duration=1216 frames, utt_pad_proportion=0.06777, over 8124.16 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2991, pruned_loss=0.06539, over 2474563.37 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06635, over 19467.53 utterances.], batch size: 133, lr: 3.89e-04
2022-08-25 19:11:54,856 INFO [train.py:927] (5/8) Epoch 9, batch 20750, giga_loss[loss=0.2497, simple_loss=0.3303, pruned_loss=0.08453, over 12373.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04018, over 145.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3021, pruned_loss=0.06641, over 2473973.11 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06665, over 17816.51 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3013, pruned_loss=0.07353, over 2467563.62 frames. utt_duration=1210 frames, utt_pad_proportion=0.07029, over 8169.63 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3006, pruned_loss=0.06487, over 2474525.51 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06309, over 18744.26 utterances.], batch size: 145, lr: 3.89e-04
2022-08-25 19:13:34,830 INFO [train.py:927] (5/8) Epoch 9, batch 20800, giga_loss[loss=0.2013, simple_loss=0.2876, pruned_loss=0.05747, over 12158.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.03124, over 30.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3025, pruned_loss=0.06604, over 2474052.99 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06747, over 17488.21 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3013, pruned_loss=0.07354, over 2467723.95 frames. utt_duration=1211 frames, utt_pad_proportion=0.06948, over 8158.49 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3013, pruned_loss=0.06466, over 2474469.53 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06487, over 18408.24 utterances.], batch size: 30, lr: 3.89e-04
2022-08-25 19:15:17,789 INFO [train.py:927] (5/8) Epoch 9, batch 20850, giga_loss[loss=0.2489, simple_loss=0.3297, pruned_loss=0.08406, over 12384.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0393, over 113.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3043, pruned_loss=0.06865, over 2473697.00 frames. utt_duration=564 frames, utt_pad_proportion=0.06913, over 17591.28 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3011, pruned_loss=0.07352, over 2467520.41 frames. utt_duration=1213 frames, utt_pad_proportion=0.06882, over 8149.66 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3035, pruned_loss=0.0674, over 2474408.61 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06723, over 18590.54 utterances.], batch size: 113, lr: 3.89e-04
2022-08-25 19:17:01,818 INFO [train.py:927] (5/8) Epoch 9, batch 20900, giga_loss[loss=0.2163, simple_loss=0.2965, pruned_loss=0.06803, over 12412.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03408, over 75.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3039, pruned_loss=0.06952, over 2473882.79 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06571, over 17186.26 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3013, pruned_loss=0.07373, over 2467942.30 frames. utt_duration=1200 frames, utt_pad_proportion=0.07224, over 8237.51 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3032, pruned_loss=0.06821, over 2474240.07 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06285, over 18151.99 utterances.], batch size: 75, lr: 3.89e-04
2022-08-25 19:18:46,111 INFO [train.py:927] (5/8) Epoch 9, batch 20950, giga_loss[loss=0.2611, simple_loss=0.3291, pruned_loss=0.09657, over 12375.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09771, over 256.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3034, pruned_loss=0.0695, over 2473963.36 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06338, over 17291.54 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3014, pruned_loss=0.07384, over 2468110.10 frames. utt_duration=1199 frames, utt_pad_proportion=0.07132, over 8244.63 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3028, pruned_loss=0.06825, over 2474240.08 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06153, over 18257.86 utterances.], batch size: 256, lr: 3.89e-04
2022-08-25 19:20:38,924 INFO [train.py:927] (5/8) Epoch 9, batch 21000, giga_loss[loss=0.1977, simple_loss=0.2759, pruned_loss=0.05973, over 12284.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02194, over 54.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3005, pruned_loss=0.06743, over 2473660.63 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06176, over 17356.82 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3014, pruned_loss=0.07384, over 2468110.10 frames. utt_duration=1199 frames, utt_pad_proportion=0.07132, over 8244.63 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3, pruned_loss=0.06646, over 2473876.00 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06038, over 18108.92 utterances.], batch size: 54, lr: 3.89e-04
2022-08-25 19:20:38,925 INFO [train.py:958] (5/8) Computing validation loss
2022-08-25 19:20:52,828 INFO [train.py:967] (5/8) 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 19:22:35,505 INFO [train.py:927] (5/8) Epoch 9, batch 21050, giga_loss[loss=0.1974, simple_loss=0.2771, pruned_loss=0.05889, over 12446.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04338, over 134.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2961, pruned_loss=0.06569, over 2474403.36 frames. utt_duration=533.4 frames, utt_pad_proportion=0.07134, over 18607.64 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3012, pruned_loss=0.07378, over 2468142.75 frames. utt_duration=1205 frames, utt_pad_proportion=0.07007, over 8199.98 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2959, pruned_loss=0.0648, over 2474686.26 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0704, over 19468.16 utterances.], batch size: 134, lr: 3.89e-04
2022-08-25 19:24:18,040 INFO [train.py:927] (5/8) Epoch 9, batch 21100, giga_loss[loss=0.2104, simple_loss=0.3044, pruned_loss=0.05818, over 12371.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2931, pruned_loss=0.06435, over 2474463.38 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06818, over 18605.69 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3011, pruned_loss=0.07368, over 2468157.53 frames. utt_duration=1203 frames, utt_pad_proportion=0.06972, over 8213.63 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2927, pruned_loss=0.06345, over 2474885.85 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06773, over 19624.91 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:26:01,878 INFO [train.py:927] (5/8) Epoch 9, batch 21150, giga_loss[loss=0.2347, simple_loss=0.3075, pruned_loss=0.08097, over 12423.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03329, over 80.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2922, pruned_loss=0.06413, over 2474035.97 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06471, over 17410.80 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3008, pruned_loss=0.0736, over 2468429.43 frames. utt_duration=1202 frames, utt_pad_proportion=0.07163, over 8226.94 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2919, pruned_loss=0.06315, over 2474355.97 frames. utt_duration=534 frames, utt_pad_proportion=0.06369, over 18584.85 utterances.], batch size: 80, lr: 3.89e-04
2022-08-25 19:27:43,644 INFO [train.py:927] (5/8) Epoch 9, batch 21200, giga_loss[loss=0.2014, simple_loss=0.2837, pruned_loss=0.05956, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03586, over 122.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2902, pruned_loss=0.06367, over 2473146.19 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06488, over 17095.54 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3005, pruned_loss=0.07338, over 2468455.32 frames. utt_duration=1205 frames, utt_pad_proportion=0.07068, over 8202.95 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.29, pruned_loss=0.06278, over 2473539.47 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06439, over 18352.21 utterances.], batch size: 122, lr: 3.89e-04
2022-08-25 19:29:26,797 INFO [train.py:927] (5/8) Epoch 9, batch 21250, giga_loss[loss=0.1893, simple_loss=0.2734, pruned_loss=0.05262, over 12451.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03466, over 105.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2867, pruned_loss=0.06239, over 2473736.82 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06293, over 16592.48 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3007, pruned_loss=0.0736, over 2468388.71 frames. utt_duration=1206 frames, utt_pad_proportion=0.06995, over 8195.91 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2861, pruned_loss=0.06128, over 2474214.25 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06288, over 17758.01 utterances.], batch size: 105, lr: 3.89e-04
2022-08-25 19:31:07,176 INFO [train.py:927] (5/8) Epoch 9, batch 21300, giga_loss[loss=0.1939, simple_loss=0.273, pruned_loss=0.05736, over 12222.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03097, over 42.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2841, pruned_loss=0.06173, over 2473239.69 frames. utt_duration=627.5 frames, utt_pad_proportion=0.05839, over 15804.25 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3009, pruned_loss=0.07371, over 2468340.21 frames. utt_duration=1204 frames, utt_pad_proportion=0.06993, over 8211.57 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.283, pruned_loss=0.06044, over 2473813.53 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05851, over 16940.49 utterances.], batch size: 42, lr: 3.89e-04
2022-08-25 19:32:50,556 INFO [train.py:927] (5/8) Epoch 9, batch 21350, giga_loss[loss=0.1762, simple_loss=0.256, pruned_loss=0.04815, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02737, over 48.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.282, pruned_loss=0.0609, over 2472867.03 frames. utt_duration=645.6 frames, utt_pad_proportion=0.05505, over 15357.56 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3012, pruned_loss=0.07385, over 2468353.09 frames. utt_duration=1202 frames, utt_pad_proportion=0.06902, over 8227.60 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.28, pruned_loss=0.05914, over 2473536.17 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05546, over 16610.23 utterances.], batch size: 48, lr: 3.89e-04
2022-08-25 19:34:31,999 INFO [train.py:927] (5/8) Epoch 9, batch 21400, giga_loss[loss=0.182, simple_loss=0.2657, pruned_loss=0.04908, over 12413.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02849, over 62.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2799, pruned_loss=0.06026, over 2472278.58 frames. utt_duration=660.8 frames, utt_pad_proportion=0.0559, over 14999.74 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3015, pruned_loss=0.07377, over 2468455.61 frames. utt_duration=1208 frames, utt_pad_proportion=0.06786, over 8184.29 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2776, pruned_loss=0.05856, over 2472829.53 frames. utt_duration=611.1 frames, utt_pad_proportion=0.05652, over 16226.12 utterances.], batch size: 62, lr: 3.89e-04
2022-08-25 19:36:18,032 INFO [train.py:927] (5/8) Epoch 9, batch 21450, giga_loss[loss=0.2279, simple_loss=0.307, pruned_loss=0.07435, over 12427.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04175, over 146.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.279, pruned_loss=0.05973, over 2472642.62 frames. utt_duration=662 frames, utt_pad_proportion=0.05523, over 14974.53 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3012, pruned_loss=0.0735, over 2468373.59 frames. utt_duration=1211 frames, utt_pad_proportion=0.06686, over 8160.71 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2769, pruned_loss=0.05837, over 2473245.05 frames. utt_duration=616.1 frames, utt_pad_proportion=0.05612, over 16096.36 utterances.], batch size: 146, lr: 3.89e-04
2022-08-25 19:38:02,508 INFO [train.py:927] (5/8) Epoch 9, batch 21500, giga_loss[loss=0.2166, simple_loss=0.3136, pruned_loss=0.05985, over 12335.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03116, over 70.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2838, pruned_loss=0.06273, over 2471988.05 frames. utt_duration=628.1 frames, utt_pad_proportion=0.0609, over 15780.08 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3009, pruned_loss=0.07341, over 2468400.66 frames. utt_duration=1219 frames, utt_pad_proportion=0.06504, over 8112.75 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2817, pruned_loss=0.06128, over 2472616.48 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06194, over 16985.37 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:39:42,727 INFO [train.py:927] (5/8) Epoch 9, batch 21550, giga_loss[loss=0.1995, simple_loss=0.3012, pruned_loss=0.04893, over 12364.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04608, over 146.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2899, pruned_loss=0.06599, over 2472352.33 frames. utt_duration=613.6 frames, utt_pad_proportion=0.05932, over 16156.14 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3009, pruned_loss=0.07346, over 2468511.60 frames. utt_duration=1213 frames, utt_pad_proportion=0.06727, over 8150.21 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2878, pruned_loss=0.06453, over 2472881.29 frames. utt_duration=571.8 frames, utt_pad_proportion=0.05923, over 17344.45 utterances.], batch size: 146, lr: 3.89e-04
2022-08-25 19:41:25,973 INFO [train.py:927] (5/8) Epoch 9, batch 21600, giga_loss[loss=0.2325, simple_loss=0.3109, pruned_loss=0.07708, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03359, over 85.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2945, pruned_loss=0.06689, over 2471784.71 frames. utt_duration=633.4 frames, utt_pad_proportion=0.05526, over 15646.50 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3007, pruned_loss=0.07322, over 2468687.30 frames. utt_duration=1215 frames, utt_pad_proportion=0.06609, over 8137.62 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2928, pruned_loss=0.06577, over 2472105.05 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05586, over 16781.78 utterances.], batch size: 85, lr: 3.89e-04
2022-08-25 19:43:07,294 INFO [train.py:927] (5/8) Epoch 9, batch 21650, libri_loss[loss=0.2273, simple_loss=0.3033, pruned_loss=0.07571, over 12445.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006222, over 32.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3002, pruned_loss=0.06912, over 2471779.07 frames. utt_duration=604.2 frames, utt_pad_proportion=0.06111, over 16405.72 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3012, pruned_loss=0.07355, over 2468879.85 frames. utt_duration=1209 frames, utt_pad_proportion=0.06838, over 8176.49 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2982, pruned_loss=0.06772, over 2471959.39 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06002, over 17573.68 utterances.], batch size: 32, lr: 3.89e-04
2022-08-25 19:44:49,612 INFO [train.py:927] (5/8) Epoch 9, batch 21700, giga_loss[loss=0.2089, simple_loss=0.295, pruned_loss=0.06144, over 12395.00 frames. utt_duration=973.8 frames, utt_pad_proportion=0.03006, over 51.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3001, pruned_loss=0.0684, over 2471705.13 frames. utt_duration=576.6 frames, utt_pad_proportion=0.0654, over 17190.53 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3019, pruned_loss=0.07398, over 2468703.54 frames. utt_duration=1198 frames, utt_pad_proportion=0.07093, over 8251.42 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2978, pruned_loss=0.06673, over 2472110.49 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06317, over 18361.09 utterances.], batch size: 51, lr: 3.89e-04
2022-08-25 19:46:33,137 INFO [train.py:927] (5/8) Epoch 9, batch 21750, giga_loss[loss=0.2155, simple_loss=0.2909, pruned_loss=0.07003, over 12350.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2063, over 370.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3008, pruned_loss=0.06839, over 2472029.03 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06608, over 18246.79 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.302, pruned_loss=0.07403, over 2468801.68 frames. utt_duration=1200 frames, utt_pad_proportion=0.06995, over 8236.40 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.299, pruned_loss=0.06692, over 2472318.83 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06468, over 19354.70 utterances.], batch size: 370, lr: 3.88e-04
2022-08-25 19:48:17,898 INFO [train.py:927] (5/8) Epoch 9, batch 21800, giga_loss[loss=0.2261, simple_loss=0.3085, pruned_loss=0.07181, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04075, over 113.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3031, pruned_loss=0.06952, over 2472119.80 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06405, over 18468.04 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3018, pruned_loss=0.07402, over 2468516.97 frames. utt_duration=1205 frames, utt_pad_proportion=0.06873, over 8206.85 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3017, pruned_loss=0.06823, over 2472686.81 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06346, over 19591.54 utterances.], batch size: 113, lr: 3.88e-04
2022-08-25 19:50:01,112 INFO [train.py:927] (5/8) Epoch 9, batch 21850, giga_loss[loss=0.2265, simple_loss=0.2975, pruned_loss=0.07778, over 12336.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3045, pruned_loss=0.07021, over 2472987.26 frames. utt_duration=531 frames, utt_pad_proportion=0.06666, over 18680.94 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3022, pruned_loss=0.07427, over 2468706.44 frames. utt_duration=1193 frames, utt_pad_proportion=0.07283, over 8287.36 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3031, pruned_loss=0.06896, over 2473296.70 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06469, over 19590.45 utterances.], batch size: 368, lr: 3.88e-04
2022-08-25 19:51:45,674 INFO [train.py:927] (5/8) Epoch 9, batch 21900, giga_loss[loss=0.2355, simple_loss=0.3131, pruned_loss=0.07891, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03423, over 105.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3051, pruned_loss=0.07083, over 2473118.14 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06705, over 18614.14 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3023, pruned_loss=0.07424, over 2468634.22 frames. utt_duration=1190 frames, utt_pad_proportion=0.07259, over 8307.06 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.304, pruned_loss=0.06976, over 2473523.03 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06553, over 19559.48 utterances.], batch size: 105, lr: 3.88e-04
2022-08-25 19:53:29,895 INFO [train.py:927] (5/8) Epoch 9, batch 21950, giga_loss[loss=0.2248, simple_loss=0.3074, pruned_loss=0.07114, over 12425.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03153, over 80.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3052, pruned_loss=0.07088, over 2471971.56 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06515, over 17726.25 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3017, pruned_loss=0.07396, over 2468503.64 frames. utt_duration=1196 frames, utt_pad_proportion=0.07132, over 8266.16 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3049, pruned_loss=0.07015, over 2472581.44 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06441, over 18900.20 utterances.], batch size: 80, lr: 3.88e-04
2022-08-25 19:55:12,108 INFO [train.py:927] (5/8) Epoch 9, batch 22000, giga_loss[loss=0.2052, simple_loss=0.3006, pruned_loss=0.05486, over 12435.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03259, over 75.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3062, pruned_loss=0.07073, over 2472225.87 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06214, over 17112.64 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3021, pruned_loss=0.07429, over 2468726.05 frames. utt_duration=1185 frames, utt_pad_proportion=0.07529, over 8345.09 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3057, pruned_loss=0.06982, over 2472528.49 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05994, over 18047.81 utterances.], batch size: 75, lr: 3.88e-04
2022-08-25 19:56:55,114 INFO [train.py:927] (5/8) Epoch 9, batch 22050, libri_loss[loss=0.2101, simple_loss=0.2916, pruned_loss=0.06423, over 12347.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.004591, over 33.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3055, pruned_loss=0.07088, over 2472347.42 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06208, over 16816.65 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3022, pruned_loss=0.07421, over 2468910.83 frames. utt_duration=1189 frames, utt_pad_proportion=0.07367, over 8316.09 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3051, pruned_loss=0.07011, over 2472515.07 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06087, over 17825.93 utterances.], batch size: 33, lr: 3.88e-04
2022-08-25 19:58:37,914 INFO [train.py:927] (5/8) Epoch 9, batch 22100, giga_loss[loss=0.2232, simple_loss=0.3033, pruned_loss=0.07161, over 12360.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03194, over 97.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3043, pruned_loss=0.07065, over 2472102.60 frames. utt_duration=611 frames, utt_pad_proportion=0.06277, over 16224.90 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3021, pruned_loss=0.07413, over 2469131.03 frames. utt_duration=1185 frames, utt_pad_proportion=0.07554, over 8346.27 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3041, pruned_loss=0.06997, over 2472181.94 frames. utt_duration=573 frames, utt_pad_proportion=0.06052, over 17302.96 utterances.], batch size: 97, lr: 3.88e-04
2022-08-25 20:00:18,809 INFO [train.py:927] (5/8) Epoch 9, batch 22150, libri_loss[loss=0.2252, simple_loss=0.2993, pruned_loss=0.07556, over 12469.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006841, over 37.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3036, pruned_loss=0.07051, over 2471414.04 frames. utt_duration=635.3 frames, utt_pad_proportion=0.0617, over 15597.36 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3015, pruned_loss=0.07397, over 2469046.72 frames. utt_duration=1184 frames, utt_pad_proportion=0.07794, over 8349.14 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3041, pruned_loss=0.06994, over 2471652.73 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05841, over 16773.26 utterances.], batch size: 37, lr: 3.88e-04
2022-08-25 20:02:02,947 INFO [train.py:927] (5/8) Epoch 9, batch 22200, giga_loss[loss=0.2035, simple_loss=0.2903, pruned_loss=0.05835, over 12387.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04059, over 26.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3038, pruned_loss=0.07025, over 2471026.87 frames. utt_duration=623 frames, utt_pad_proportion=0.06575, over 15904.69 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3017, pruned_loss=0.0741, over 2469172.26 frames. utt_duration=1176 frames, utt_pad_proportion=0.08043, over 8411.24 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.304, pruned_loss=0.06962, over 2471129.34 frames. utt_duration=586.9 frames, utt_pad_proportion=0.06172, over 16883.84 utterances.], batch size: 26, lr: 3.88e-04
2022-08-25 20:03:45,752 INFO [train.py:927] (5/8) Epoch 9, batch 22250, giga_loss[loss=0.2112, simple_loss=0.2875, pruned_loss=0.06749, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02897, over 45.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3026, pruned_loss=0.0697, over 2470919.50 frames. utt_duration=646.3 frames, utt_pad_proportion=0.06296, over 15328.85 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3017, pruned_loss=0.07415, over 2468892.13 frames. utt_duration=1172 frames, utt_pad_proportion=0.08264, over 8436.87 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3028, pruned_loss=0.06907, over 2471316.13 frames. utt_duration=608.3 frames, utt_pad_proportion=0.05866, over 16289.44 utterances.], batch size: 45, lr: 3.88e-04
2022-08-25 20:05:28,042 INFO [train.py:927] (5/8) Epoch 9, batch 22300, giga_loss[loss=0.2304, simple_loss=0.3138, pruned_loss=0.0735, over 12373.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02785, over 91.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3012, pruned_loss=0.0695, over 2471880.24 frames. utt_duration=629.8 frames, utt_pad_proportion=0.06405, over 15735.70 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3025, pruned_loss=0.07456, over 2468975.65 frames. utt_duration=1165 frames, utt_pad_proportion=0.084, over 8485.79 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3006, pruned_loss=0.06847, over 2472206.66 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05973, over 16667.25 utterances.], batch size: 91, lr: 3.88e-04
2022-08-25 20:07:09,882 INFO [train.py:927] (5/8) Epoch 9, batch 22350, giga_loss[loss=0.2029, simple_loss=0.2892, pruned_loss=0.0583, over 12314.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.0344, over 58.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2991, pruned_loss=0.06859, over 2471413.40 frames. utt_duration=640.7 frames, utt_pad_proportion=0.06006, over 15465.07 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3017, pruned_loss=0.0742, over 2468585.16 frames. utt_duration=1176 frames, utt_pad_proportion=0.08146, over 8407.58 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2993, pruned_loss=0.06786, over 2472155.51 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05759, over 16591.17 utterances.], batch size: 58, lr: 3.88e-04
2022-08-25 20:08:51,897 INFO [train.py:927] (5/8) Epoch 9, batch 22400, giga_loss[loss=0.1866, simple_loss=0.2703, pruned_loss=0.05147, over 12431.00 frames. utt_duration=437.7 frames, utt_pad_proportion=0.04426, over 114.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2968, pruned_loss=0.06773, over 2471801.99 frames. utt_duration=651.1 frames, utt_pad_proportion=0.05945, over 15220.98 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3025, pruned_loss=0.07473, over 2468769.43 frames. utt_duration=1161 frames, utt_pad_proportion=0.08497, over 8517.96 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2961, pruned_loss=0.06651, over 2472281.68 frames. utt_duration=613 frames, utt_pad_proportion=0.05524, over 16171.63 utterances.], batch size: 114, lr: 3.88e-04
2022-08-25 20:10:34,424 INFO [train.py:927] (5/8) Epoch 9, batch 22450, giga_loss[loss=0.1984, simple_loss=0.2769, pruned_loss=0.05993, over 12299.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02781, over 45.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2931, pruned_loss=0.06595, over 2470972.69 frames. utt_duration=663 frames, utt_pad_proportion=0.0592, over 14940.69 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3024, pruned_loss=0.07464, over 2468754.61 frames. utt_duration=1165 frames, utt_pad_proportion=0.08307, over 8489.47 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2923, pruned_loss=0.06474, over 2471464.19 frames. utt_duration=620.3 frames, utt_pad_proportion=0.05619, over 15974.67 utterances.], batch size: 45, lr: 3.88e-04
2022-08-25 20:12:16,208 INFO [train.py:927] (5/8) Epoch 9, batch 22500, giga_loss[loss=0.2396, simple_loss=0.3197, pruned_loss=0.07969, over 12432.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05397, over 162.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2929, pruned_loss=0.06549, over 2470998.47 frames. utt_duration=637 frames, utt_pad_proportion=0.05881, over 15553.32 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3024, pruned_loss=0.07457, over 2468356.56 frames. utt_duration=1170 frames, utt_pad_proportion=0.08169, over 8446.72 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.292, pruned_loss=0.06437, over 2471798.10 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05695, over 16573.03 utterances.], batch size: 162, lr: 3.88e-04
2022-08-25 20:13:58,978 INFO [train.py:927] (5/8) Epoch 9, batch 22550, giga_loss[loss=0.2332, simple_loss=0.3202, pruned_loss=0.07316, over 12348.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03178, over 58.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.295, pruned_loss=0.066, over 2471842.14 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06563, over 17081.85 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3025, pruned_loss=0.0748, over 2468429.87 frames. utt_duration=1162 frames, utt_pad_proportion=0.08471, over 8507.30 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.294, pruned_loss=0.0648, over 2472460.72 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06254, over 17941.10 utterances.], batch size: 58, lr: 3.88e-04
2022-08-25 20:15:38,216 INFO [train.py:927] (5/8) Epoch 9, batch 22600, giga_loss[loss=0.2112, simple_loss=0.3028, pruned_loss=0.05982, over 12392.00 frames. utt_duration=343.5 frames, utt_pad_proportion=0.03794, over 145.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.295, pruned_loss=0.0649, over 2472671.38 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06424, over 18212.39 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3023, pruned_loss=0.07471, over 2468015.40 frames. utt_duration=1169 frames, utt_pad_proportion=0.08322, over 8456.13 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2943, pruned_loss=0.06382, over 2473625.11 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06246, over 19158.58 utterances.], batch size: 145, lr: 3.88e-04
2022-08-25 20:17:19,156 INFO [train.py:927] (5/8) Epoch 9, batch 22650, giga_loss[loss=0.224, simple_loss=0.3076, pruned_loss=0.07021, over 12395.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03152, over 122.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2948, pruned_loss=0.06422, over 2473060.99 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05976, over 18140.27 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3022, pruned_loss=0.0746, over 2468065.73 frames. utt_duration=1171 frames, utt_pad_proportion=0.08264, over 8438.59 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2944, pruned_loss=0.06339, over 2473823.24 frames. utt_duration=522.6 frames, utt_pad_proportion=0.05869, over 18987.75 utterances.], batch size: 122, lr: 3.88e-04
2022-08-25 20:19:01,925 INFO [train.py:927] (5/8) Epoch 9, batch 22700, giga_loss[loss=0.2155, simple_loss=0.2914, pruned_loss=0.0698, over 12462.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03175, over 43.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2956, pruned_loss=0.06463, over 2473578.99 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05703, over 17902.88 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3021, pruned_loss=0.0744, over 2467998.69 frames. utt_duration=1175 frames, utt_pad_proportion=0.08123, over 8412.75 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2952, pruned_loss=0.06392, over 2474358.51 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05664, over 18813.31 utterances.], batch size: 43, lr: 3.88e-04
2022-08-25 20:20:45,366 INFO [train.py:927] (5/8) Epoch 9, batch 22750, giga_loss[loss=0.2125, simple_loss=0.3013, pruned_loss=0.06185, over 12454.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.0347, over 105.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2971, pruned_loss=0.06525, over 2473542.42 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05514, over 17418.91 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3024, pruned_loss=0.07456, over 2468056.90 frames. utt_duration=1171 frames, utt_pad_proportion=0.0814, over 8439.51 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2965, pruned_loss=0.06444, over 2474147.85 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05467, over 18197.68 utterances.], batch size: 105, lr: 3.88e-04
2022-08-25 20:22:26,545 INFO [train.py:927] (5/8) Epoch 9, batch 22800, giga_loss[loss=0.2081, simple_loss=0.2903, pruned_loss=0.06299, over 12454.00 frames. utt_duration=1039 frames, utt_pad_proportion=0.0204, over 48.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2979, pruned_loss=0.06546, over 2473765.54 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05329, over 16846.26 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3026, pruned_loss=0.07458, over 2468255.70 frames. utt_duration=1170 frames, utt_pad_proportion=0.08024, over 8451.04 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.297, pruned_loss=0.06453, over 2474234.46 frames. utt_duration=560 frames, utt_pad_proportion=0.05307, over 17721.86 utterances.], batch size: 48, lr: 3.88e-04
2022-08-25 20:24:07,465 INFO [train.py:927] (5/8) Epoch 9, batch 22850, libri_loss[loss=0.1814, simple_loss=0.2628, pruned_loss=0.05, over 12232.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005765, over 31.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2978, pruned_loss=0.06518, over 2473453.95 frames. utt_duration=596 frames, utt_pad_proportion=0.05705, over 16643.60 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.302, pruned_loss=0.07416, over 2467829.50 frames. utt_duration=1180 frames, utt_pad_proportion=0.07797, over 8375.29 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2976, pruned_loss=0.06448, over 2474470.86 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05742, over 17745.61 utterances.], batch size: 31, lr: 3.88e-04
2022-08-25 20:25:50,720 INFO [train.py:927] (5/8) Epoch 9, batch 22900, giga_loss[loss=0.2026, simple_loss=0.2879, pruned_loss=0.05865, over 12445.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2973, pruned_loss=0.06529, over 2473681.19 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05741, over 16725.89 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.302, pruned_loss=0.07423, over 2467846.48 frames. utt_duration=1173 frames, utt_pad_proportion=0.08031, over 8423.03 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.297, pruned_loss=0.06448, over 2474594.33 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05645, over 17751.01 utterances.], batch size: 105, lr: 3.88e-04
2022-08-25 20:27:30,983 INFO [train.py:927] (5/8) Epoch 9, batch 22950, giga_loss[loss=0.2089, simple_loss=0.3013, pruned_loss=0.05824, over 12440.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04401, over 134.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2955, pruned_loss=0.06479, over 2472894.83 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06069, over 16831.30 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.302, pruned_loss=0.07419, over 2467662.45 frames. utt_duration=1167 frames, utt_pad_proportion=0.0821, over 8471.66 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2951, pruned_loss=0.06395, over 2473939.00 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05883, over 17842.66 utterances.], batch size: 134, lr: 3.87e-04
2022-08-25 20:29:18,847 INFO [train.py:927] (5/8) Epoch 9, batch 23000, giga_loss[loss=0.2151, simple_loss=0.299, pruned_loss=0.06562, over 12302.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.03051, over 48.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2968, pruned_loss=0.06443, over 2473449.17 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06122, over 17505.70 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3021, pruned_loss=0.07427, over 2467762.43 frames. utt_duration=1170 frames, utt_pad_proportion=0.08085, over 8448.46 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2962, pruned_loss=0.06349, over 2474259.41 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06014, over 18490.62 utterances.], batch size: 48, lr: 3.87e-04
2022-08-25 20:31:00,003 INFO [train.py:927] (5/8) Epoch 9, batch 23050, giga_loss[loss=0.2093, simple_loss=0.2913, pruned_loss=0.0636, over 12392.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03371, over 80.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.297, pruned_loss=0.06481, over 2474008.47 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06178, over 17941.06 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3022, pruned_loss=0.07436, over 2467564.31 frames. utt_duration=1173 frames, utt_pad_proportion=0.07971, over 8428.64 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2964, pruned_loss=0.06376, over 2474965.90 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06121, over 18954.72 utterances.], batch size: 80, lr: 3.87e-04
2022-08-25 20:32:41,474 INFO [train.py:927] (5/8) Epoch 9, batch 23100, giga_loss[loss=0.1667, simple_loss=0.2416, pruned_loss=0.04586, over 12290.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05305, over 26.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.296, pruned_loss=0.06565, over 2473548.70 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06303, over 17953.65 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3026, pruned_loss=0.07469, over 2467403.94 frames. utt_duration=1163 frames, utt_pad_proportion=0.08253, over 8495.93 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2951, pruned_loss=0.06442, over 2474513.77 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06125, over 18820.70 utterances.], batch size: 26, lr: 3.87e-04
2022-08-25 20:34:21,310 INFO [train.py:927] (5/8) Epoch 9, batch 23150, giga_loss[loss=0.1867, simple_loss=0.2669, pruned_loss=0.05326, over 12333.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03407, over 51.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2944, pruned_loss=0.06549, over 2473421.70 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06283, over 17521.28 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.303, pruned_loss=0.07488, over 2467281.94 frames. utt_duration=1158 frames, utt_pad_proportion=0.08521, over 8535.04 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2931, pruned_loss=0.06413, over 2474428.74 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05999, over 18375.68 utterances.], batch size: 51, lr: 3.87e-04
2022-08-25 20:36:01,781 INFO [train.py:927] (5/8) Epoch 9, batch 23200, giga_loss[loss=0.1883, simple_loss=0.2659, pruned_loss=0.05537, over 12182.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.03781, over 28.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2914, pruned_loss=0.0644, over 2473054.41 frames. utt_duration=576 frames, utt_pad_proportion=0.06175, over 17218.36 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3032, pruned_loss=0.07502, over 2467432.73 frames. utt_duration=1162 frames, utt_pad_proportion=0.08364, over 8506.96 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2899, pruned_loss=0.06294, over 2473865.08 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05995, over 18129.27 utterances.], batch size: 28, lr: 3.87e-04
2022-08-25 20:37:44,298 INFO [train.py:927] (5/8) Epoch 9, batch 23250, giga_loss[loss=0.1816, simple_loss=0.2653, pruned_loss=0.04893, over 12345.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03264, over 85.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2876, pruned_loss=0.06303, over 2473847.01 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06226, over 17209.23 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3033, pruned_loss=0.07511, over 2467539.87 frames. utt_duration=1156 frames, utt_pad_proportion=0.08605, over 8551.31 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.286, pruned_loss=0.06155, over 2474518.56 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05946, over 18054.33 utterances.], batch size: 85, lr: 3.87e-04
2022-08-25 20:39:25,592 INFO [train.py:927] (5/8) Epoch 9, batch 23300, giga_loss[loss=0.2296, simple_loss=0.3125, pruned_loss=0.07337, over 12363.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03572, over 122.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2891, pruned_loss=0.0635, over 2473591.40 frames. utt_duration=557 frames, utt_pad_proportion=0.06577, over 17811.67 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3029, pruned_loss=0.07477, over 2467297.27 frames. utt_duration=1160 frames, utt_pad_proportion=0.08481, over 8515.53 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2879, pruned_loss=0.06243, over 2474447.42 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06381, over 18672.48 utterances.], batch size: 122, lr: 3.87e-04
2022-08-25 20:41:05,835 INFO [train.py:927] (5/8) Epoch 9, batch 23350, giga_loss[loss=0.2484, simple_loss=0.321, pruned_loss=0.08791, over 12376.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03342, over 104.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2922, pruned_loss=0.06444, over 2473803.78 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06397, over 17829.57 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3028, pruned_loss=0.07463, over 2467439.43 frames. utt_duration=1166 frames, utt_pad_proportion=0.08328, over 8475.13 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2911, pruned_loss=0.06346, over 2474510.12 frames. utt_duration=528.9 frames, utt_pad_proportion=0.063, over 18767.12 utterances.], batch size: 104, lr: 3.87e-04
2022-08-25 20:42:46,923 INFO [train.py:927] (5/8) Epoch 9, batch 23400, libri_loss[loss=0.2098, simple_loss=0.2948, pruned_loss=0.06242, over 12464.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004965, over 35.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2934, pruned_loss=0.06472, over 2473680.02 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06233, over 17660.32 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3021, pruned_loss=0.07428, over 2467781.16 frames. utt_duration=1162 frames, utt_pad_proportion=0.08523, over 8509.25 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2927, pruned_loss=0.0639, over 2474143.67 frames. utt_duration=530 frames, utt_pad_proportion=0.06053, over 18724.62 utterances.], batch size: 35, lr: 3.87e-04
2022-08-25 20:44:33,876 INFO [train.py:927] (5/8) Epoch 9, batch 23450, giga_loss[loss=0.2542, simple_loss=0.3378, pruned_loss=0.08532, over 12397.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03361, over 80.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2993, pruned_loss=0.0689, over 2473451.44 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06456, over 17884.53 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3023, pruned_loss=0.07443, over 2467530.79 frames. utt_duration=1156 frames, utt_pad_proportion=0.08767, over 8551.20 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2986, pruned_loss=0.06796, over 2474210.15 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06197, over 18912.04 utterances.], batch size: 80, lr: 3.87e-04
2022-08-25 20:46:15,440 INFO [train.py:927] (5/8) Epoch 9, batch 23500, giga_loss[loss=0.2104, simple_loss=0.303, pruned_loss=0.05888, over 12464.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03002, over 75.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3058, pruned_loss=0.0731, over 2474393.73 frames. utt_duration=540.8 frames, utt_pad_proportion=0.0633, over 18352.03 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.302, pruned_loss=0.07434, over 2467821.39 frames. utt_duration=1165 frames, utt_pad_proportion=0.0855, over 8486.91 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3055, pruned_loss=0.07237, over 2474945.84 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06197, over 19563.73 utterances.], batch size: 75, lr: 3.87e-04
2022-08-25 20:48:01,814 INFO [train.py:927] (5/8) Epoch 9, batch 23550, giga_loss[loss=0.2354, simple_loss=0.3205, pruned_loss=0.07515, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03758, over 40.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.314, pruned_loss=0.07948, over 2475054.41 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06522, over 19540.40 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3019, pruned_loss=0.07426, over 2467677.33 frames. utt_duration=1168 frames, utt_pad_proportion=0.08467, over 8463.43 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3139, pruned_loss=0.07896, over 2475705.74 frames. utt_duration=480 frames, utt_pad_proportion=0.0643, over 20695.75 utterances.], batch size: 40, lr: 3.87e-04
2022-08-25 20:49:45,913 INFO [train.py:927] (5/8) Epoch 9, batch 23600, giga_loss[loss=0.3193, simple_loss=0.359, pruned_loss=0.1399, over 12354.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2105, over 372.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3197, pruned_loss=0.08446, over 2474807.26 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07302, over 20825.88 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3018, pruned_loss=0.0742, over 2467504.51 frames. utt_duration=1173 frames, utt_pad_proportion=0.08309, over 8428.18 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.32, pruned_loss=0.08428, over 2475667.09 frames. utt_duration=451 frames, utt_pad_proportion=0.07232, over 22028.83 utterances.], batch size: 372, lr: 3.87e-04
2022-08-25 20:51:30,444 INFO [train.py:927] (5/8) Epoch 9, batch 23650, giga_loss[loss=0.2603, simple_loss=0.3233, pruned_loss=0.09865, over 12478.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03381, over 43.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3234, pruned_loss=0.08848, over 2474756.33 frames. utt_duration=456.9 frames, utt_pad_proportion=0.0821, over 21738.02 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3012, pruned_loss=0.07402, over 2467419.81 frames. utt_duration=1181 frames, utt_pad_proportion=0.08144, over 8370.95 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3247, pruned_loss=0.0888, over 2475706.29 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08155, over 23084.20 utterances.], batch size: 43, lr: 3.87e-04
2022-08-25 20:53:17,710 INFO [train.py:927] (5/8) Epoch 9, batch 23700, giga_loss[loss=0.3585, simple_loss=0.3996, pruned_loss=0.1587, over 12402.00 frames. utt_duration=191.5 frames, utt_pad_proportion=0.1135, over 261.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3262, pruned_loss=0.09049, over 2475500.17 frames. utt_duration=467.7 frames, utt_pad_proportion=0.08127, over 21238.28 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3013, pruned_loss=0.07411, over 2467707.06 frames. utt_duration=1170 frames, utt_pad_proportion=0.08421, over 8449.46 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3281, pruned_loss=0.09125, over 2476292.37 frames. utt_duration=437.1 frames, utt_pad_proportion=0.0798, over 22738.36 utterances.], batch size: 261, lr: 3.87e-04
2022-08-25 20:55:05,424 INFO [train.py:927] (5/8) Epoch 9, batch 23750, giga_loss[loss=0.2789, simple_loss=0.3526, pruned_loss=0.1026, over 12413.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03887, over 133.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3266, pruned_loss=0.09142, over 2474415.50 frames. utt_duration=463.4 frames, utt_pad_proportion=0.08514, over 21426.18 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3013, pruned_loss=0.07411, over 2467707.06 frames. utt_duration=1170 frames, utt_pad_proportion=0.08421, over 8449.46 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3281, pruned_loss=0.09201, over 2475032.08 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08379, over 22593.71 utterances.], batch size: 133, lr: 3.87e-04
2022-08-25 20:56:49,475 INFO [train.py:927] (5/8) Epoch 9, batch 23800, giga_loss[loss=0.275, simple_loss=0.3536, pruned_loss=0.09822, over 12340.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03034, over 91.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3281, pruned_loss=0.09157, over 2474587.50 frames. utt_duration=462.9 frames, utt_pad_proportion=0.0824, over 21449.93 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3012, pruned_loss=0.07391, over 2467812.96 frames. utt_duration=1177 frames, utt_pad_proportion=0.08273, over 8399.74 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.33, pruned_loss=0.09262, over 2475141.08 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08197, over 22723.68 utterances.], batch size: 91, lr: 3.87e-04
2022-08-25 20:58:34,297 INFO [train.py:927] (5/8) Epoch 9, batch 23850, giga_loss[loss=0.2678, simple_loss=0.3303, pruned_loss=0.1026, over 12421.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07628, over 213.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3277, pruned_loss=0.09111, over 2473443.18 frames. utt_duration=468.7 frames, utt_pad_proportion=0.0798, over 21174.93 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.301, pruned_loss=0.07375, over 2467514.60 frames. utt_duration=1186 frames, utt_pad_proportion=0.07997, over 8330.96 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3305, pruned_loss=0.09283, over 2474459.52 frames. utt_duration=435.8 frames, utt_pad_proportion=0.08046, over 22789.27 utterances.], batch size: 213, lr: 3.87e-04
2022-08-25 21:00:23,562 INFO [train.py:927] (5/8) Epoch 9, batch 23900, giga_loss[loss=0.2224, simple_loss=0.3073, pruned_loss=0.06879, over 12320.00 frames. utt_duration=625.2 frames, utt_pad_proportion=0.02919, over 79.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3262, pruned_loss=0.08848, over 2473446.47 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07727, over 20644.85 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3012, pruned_loss=0.07395, over 2467525.87 frames. utt_duration=1179 frames, utt_pad_proportion=0.08262, over 8379.32 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.329, pruned_loss=0.0902, over 2474444.49 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07711, over 22298.71 utterances.], batch size: 79, lr: 3.87e-04
2022-08-25 21:02:09,114 INFO [train.py:927] (5/8) Epoch 9, batch 23950, giga_loss[loss=0.228, simple_loss=0.3155, pruned_loss=0.07028, over 12405.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03803, over 113.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3239, pruned_loss=0.08686, over 2473249.14 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07752, over 20860.10 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3008, pruned_loss=0.07367, over 2467139.00 frames. utt_duration=1181 frames, utt_pad_proportion=0.08203, over 8366.82 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3272, pruned_loss=0.0888, over 2474526.17 frames. utt_duration=441.7 frames, utt_pad_proportion=0.0776, over 22484.77 utterances.], batch size: 113, lr: 3.87e-04
2022-08-25 21:03:53,779 INFO [train.py:927] (5/8) Epoch 9, batch 24000, libri_loss[loss=0.1844, simple_loss=0.255, pruned_loss=0.05685, over 12391.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007363, over 30.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3218, pruned_loss=0.08555, over 2473927.67 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07397, over 20404.97 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3006, pruned_loss=0.07371, over 2467689.57 frames. utt_duration=1190 frames, utt_pad_proportion=0.07917, over 8302.03 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3257, pruned_loss=0.08767, over 2474787.36 frames. utt_duration=444 frames, utt_pad_proportion=0.07523, over 22366.66 utterances.], batch size: 30, lr: 3.87e-04
2022-08-25 21:03:53,781 INFO [train.py:958] (5/8) Computing validation loss
2022-08-25 21:04:08,554 INFO [train.py:967] (5/8) 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] (5/8) Epoch 9, batch 24050, giga_loss[loss=0.2547, simple_loss=0.3275, pruned_loss=0.09096, over 12423.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03687, over 113.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3211, pruned_loss=0.08509, over 2473427.24 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07565, over 20384.93 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3006, pruned_loss=0.07381, over 2468014.79 frames. utt_duration=1193 frames, utt_pad_proportion=0.07798, over 8284.20 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3245, pruned_loss=0.0869, over 2473943.79 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07691, over 22173.82 utterances.], batch size: 113, lr: 3.87e-04
2022-08-25 21:07:51,574 INFO [train.py:927] (5/8) Epoch 9, batch 24100, giga_loss[loss=0.2253, simple_loss=0.304, pruned_loss=0.07331, over 12087.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03802, over 30.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3205, pruned_loss=0.08253, over 2473285.60 frames. utt_duration=509.3 frames, utt_pad_proportion=0.07009, over 19479.44 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3002, pruned_loss=0.07357, over 2467783.33 frames. utt_duration=1198 frames, utt_pad_proportion=0.07661, over 8248.41 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.324, pruned_loss=0.08441, over 2474021.65 frames. utt_duration=468.2 frames, utt_pad_proportion=0.072, over 21202.60 utterances.], batch size: 30, lr: 3.87e-04
2022-08-25 21:09:36,508 INFO [train.py:927] (5/8) Epoch 9, batch 24150, giga_loss[loss=0.2278, simple_loss=0.3148, pruned_loss=0.07045, over 12383.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3212, pruned_loss=0.08289, over 2473303.72 frames. utt_duration=505 frames, utt_pad_proportion=0.07324, over 19647.16 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3004, pruned_loss=0.07374, over 2467770.23 frames. utt_duration=1190 frames, utt_pad_proportion=0.0801, over 8307.30 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3245, pruned_loss=0.08455, over 2474121.27 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07338, over 21338.40 utterances.], batch size: 97, lr: 3.86e-04
2022-08-25 21:11:20,409 INFO [train.py:927] (5/8) Epoch 9, batch 24200, libri_loss[loss=0.2257, simple_loss=0.3088, pruned_loss=0.07129, over 12248.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005172, over 34.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.319, pruned_loss=0.08184, over 2473400.60 frames. utt_duration=519 frames, utt_pad_proportion=0.06643, over 19114.05 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3001, pruned_loss=0.07346, over 2467682.95 frames. utt_duration=1196 frames, utt_pad_proportion=0.07868, over 8261.08 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3225, pruned_loss=0.08362, over 2474275.30 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06748, over 20758.23 utterances.], batch size: 34, lr: 3.86e-04
2022-08-25 21:13:05,587 INFO [train.py:927] (5/8) Epoch 9, batch 24250, giga_loss[loss=0.2522, simple_loss=0.3235, pruned_loss=0.09052, over 12265.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02869, over 42.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3181, pruned_loss=0.08218, over 2473121.58 frames. utt_duration=510.9 frames, utt_pad_proportion=0.0699, over 19417.36 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.2999, pruned_loss=0.07345, over 2467270.74 frames. utt_duration=1202 frames, utt_pad_proportion=0.07725, over 8218.94 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3214, pruned_loss=0.08381, over 2474289.11 frames. utt_duration=472.5 frames, utt_pad_proportion=0.0709, over 21009.34 utterances.], batch size: 42, lr: 3.86e-04
2022-08-25 21:14:53,051 INFO [train.py:927] (5/8) Epoch 9, batch 24300, giga_loss[loss=0.2167, simple_loss=0.304, pruned_loss=0.06474, over 12355.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03496, over 104.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3178, pruned_loss=0.08103, over 2473498.69 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06815, over 19166.87 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2996, pruned_loss=0.07321, over 2467717.37 frames. utt_duration=1207 frames, utt_pad_proportion=0.07536, over 8185.77 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3216, pruned_loss=0.08289, over 2474274.01 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06969, over 20953.94 utterances.], batch size: 104, lr: 3.86e-04
2022-08-25 21:16:42,348 INFO [train.py:927] (5/8) Epoch 9, batch 24350, giga_loss[loss=0.2311, simple_loss=0.3197, pruned_loss=0.07121, over 12335.00 frames. utt_duration=668.2 frames, utt_pad_proportion=0.02734, over 74.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3168, pruned_loss=0.08075, over 2473699.82 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07088, over 19739.97 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.299, pruned_loss=0.07303, over 2467849.42 frames. utt_duration=1213 frames, utt_pad_proportion=0.0743, over 8150.34 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3205, pruned_loss=0.08251, over 2474303.74 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07218, over 21369.75 utterances.], batch size: 74, lr: 3.86e-04
2022-08-25 21:18:26,925 INFO [train.py:927] (5/8) Epoch 9, batch 24400, giga_loss[loss=0.3409, simple_loss=0.3846, pruned_loss=0.1486, over 12377.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09822, over 256.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3157, pruned_loss=0.08039, over 2473835.09 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07266, over 20240.59 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2993, pruned_loss=0.07308, over 2467973.78 frames. utt_duration=1214 frames, utt_pad_proportion=0.0734, over 8140.11 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3186, pruned_loss=0.0818, over 2474279.35 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07385, over 21699.34 utterances.], batch size: 256, lr: 3.86e-04
2022-08-25 21:20:13,636 INFO [train.py:927] (5/8) Epoch 9, batch 24450, giga_loss[loss=0.2121, simple_loss=0.2938, pruned_loss=0.06516, over 12352.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3147, pruned_loss=0.0803, over 2474702.08 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07602, over 20472.67 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2997, pruned_loss=0.07311, over 2468205.95 frames. utt_duration=1219 frames, utt_pad_proportion=0.07237, over 8110.43 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.317, pruned_loss=0.08156, over 2474982.57 frames. utt_duration=454 frames, utt_pad_proportion=0.07708, over 21874.98 utterances.], batch size: 70, lr: 3.86e-04
2022-08-25 21:21:57,785 INFO [train.py:927] (5/8) Epoch 9, batch 24500, libri_loss[loss=0.1961, simple_loss=0.2685, pruned_loss=0.06191, over 12187.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008958, over 30.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3149, pruned_loss=0.08092, over 2475040.56 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07009, over 20580.09 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.2998, pruned_loss=0.07327, over 2468489.44 frames. utt_duration=1224 frames, utt_pad_proportion=0.07051, over 8079.10 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3171, pruned_loss=0.08202, over 2475230.58 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07191, over 22141.68 utterances.], batch size: 30, lr: 3.86e-04
2022-08-25 21:23:43,163 INFO [train.py:927] (5/8) Epoch 9, batch 24550, giga_loss[loss=0.2301, simple_loss=0.3172, pruned_loss=0.07155, over 12398.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03193, over 80.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3141, pruned_loss=0.07968, over 2474637.20 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06953, over 20319.09 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2996, pruned_loss=0.07314, over 2468261.39 frames. utt_duration=1225 frames, utt_pad_proportion=0.06972, over 8069.68 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3162, pruned_loss=0.0808, over 2475085.79 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07128, over 21788.41 utterances.], batch size: 80, lr: 3.86e-04
2022-08-25 21:25:31,049 INFO [train.py:927] (5/8) Epoch 9, batch 24600, giga_loss[loss=0.2532, simple_loss=0.3197, pruned_loss=0.09338, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03636, over 40.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3148, pruned_loss=0.07953, over 2474508.16 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06852, over 19601.72 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2994, pruned_loss=0.07314, over 2468447.16 frames. utt_duration=1228 frames, utt_pad_proportion=0.06899, over 8049.74 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3168, pruned_loss=0.08049, over 2474787.52 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07025, over 20933.08 utterances.], batch size: 40, lr: 3.86e-04
2022-08-25 21:27:18,427 INFO [train.py:927] (5/8) Epoch 9, batch 24650, giga_loss[loss=0.252, simple_loss=0.3245, pruned_loss=0.08975, over 12369.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.317, pruned_loss=0.08188, over 2474357.69 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07406, over 20142.97 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.2998, pruned_loss=0.07341, over 2468546.14 frames. utt_duration=1219 frames, utt_pad_proportion=0.07206, over 8109.66 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3187, pruned_loss=0.08258, over 2474590.00 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07425, over 21373.95 utterances.], batch size: 97, lr: 3.86e-04
2022-08-25 21:29:03,726 INFO [train.py:927] (5/8) Epoch 9, batch 24700, giga_loss[loss=0.2186, simple_loss=0.3037, pruned_loss=0.06679, over 12396.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02922, over 58.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3167, pruned_loss=0.08213, over 2474570.60 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06784, over 19402.22 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3, pruned_loss=0.07342, over 2468599.52 frames. utt_duration=1221 frames, utt_pad_proportion=0.07097, over 8097.19 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3183, pruned_loss=0.08288, over 2474837.12 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0687, over 20657.31 utterances.], batch size: 58, lr: 3.86e-04
2022-08-25 21:30:50,153 INFO [train.py:927] (5/8) Epoch 9, batch 24750, giga_loss[loss=0.2351, simple_loss=0.3152, pruned_loss=0.07745, over 12390.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03032, over 62.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3183, pruned_loss=0.08386, over 2474675.42 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07281, over 20315.01 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3002, pruned_loss=0.07348, over 2468698.90 frames. utt_duration=1211 frames, utt_pad_proportion=0.074, over 8166.76 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3196, pruned_loss=0.08452, over 2474878.26 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07215, over 21399.51 utterances.], batch size: 62, lr: 3.86e-04
2022-08-25 21:32:34,120 INFO [train.py:927] (5/8) Epoch 9, batch 24800, giga_loss[loss=0.2281, simple_loss=0.313, pruned_loss=0.0716, over 12382.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.317, pruned_loss=0.08172, over 2474077.77 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06766, over 19797.41 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2997, pruned_loss=0.07316, over 2468477.48 frames. utt_duration=1216 frames, utt_pad_proportion=0.07266, over 8127.92 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3187, pruned_loss=0.08273, over 2474546.35 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0678, over 20943.45 utterances.], batch size: 91, lr: 3.86e-04
2022-08-25 21:34:22,776 INFO [train.py:927] (5/8) Epoch 9, batch 24850, giga_loss[loss=0.2219, simple_loss=0.2962, pruned_loss=0.07383, over 12442.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03378, over 105.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3149, pruned_loss=0.08047, over 2473523.14 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06661, over 19756.48 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2996, pruned_loss=0.0733, over 2468305.13 frames. utt_duration=1221 frames, utt_pad_proportion=0.07161, over 8098.62 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3167, pruned_loss=0.08128, over 2474139.77 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06712, over 20907.53 utterances.], batch size: 105, lr: 3.86e-04
2022-08-25 21:36:09,017 INFO [train.py:927] (5/8) Epoch 9, batch 24900, giga_loss[loss=0.2476, simple_loss=0.3399, pruned_loss=0.07762, over 12421.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.02951, over 75.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.314, pruned_loss=0.0804, over 2474156.80 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06897, over 19983.40 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2996, pruned_loss=0.07323, over 2468132.09 frames. utt_duration=1225 frames, utt_pad_proportion=0.07073, over 8071.80 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3158, pruned_loss=0.08122, over 2474904.42 frames. utt_duration=470 frames, utt_pad_proportion=0.06952, over 21127.32 utterances.], batch size: 75, lr: 3.86e-04
2022-08-25 21:37:57,975 INFO [train.py:927] (5/8) Epoch 9, batch 24950, giga_loss[loss=0.2513, simple_loss=0.337, pruned_loss=0.0828, over 12382.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04219, over 37.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3179, pruned_loss=0.08182, over 2474092.56 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06887, over 20292.96 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2996, pruned_loss=0.07313, over 2467743.49 frames. utt_duration=1229 frames, utt_pad_proportion=0.06969, over 8041.62 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3195, pruned_loss=0.08272, over 2475170.76 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06965, over 21458.70 utterances.], batch size: 37, lr: 3.86e-04
2022-08-25 21:39:49,323 INFO [train.py:927] (5/8) Epoch 9, batch 25000, giga_loss[loss=0.2236, simple_loss=0.3094, pruned_loss=0.06892, over 12382.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02616, over 66.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3209, pruned_loss=0.08308, over 2475125.57 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07115, over 21419.32 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2996, pruned_loss=0.07313, over 2467892.77 frames. utt_duration=1230 frames, utt_pad_proportion=0.0694, over 8037.41 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3223, pruned_loss=0.08383, over 2475868.66 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07174, over 22393.07 utterances.], batch size: 66, lr: 3.86e-04
2022-08-25 21:41:36,079 INFO [train.py:927] (5/8) Epoch 9, batch 25050, libri_loss[loss=0.2633, simple_loss=0.3499, pruned_loss=0.08834, over 12482.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006875, over 36.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3229, pruned_loss=0.08493, over 2475257.63 frames. utt_duration=464.6 frames, utt_pad_proportion=0.0714, over 21376.85 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3001, pruned_loss=0.07322, over 2468380.33 frames. utt_duration=1232 frames, utt_pad_proportion=0.0683, over 8024.77 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3239, pruned_loss=0.08563, over 2475524.91 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07224, over 22409.82 utterances.], batch size: 36, lr: 3.86e-04
2022-08-25 21:43:22,079 INFO [train.py:927] (5/8) Epoch 9, batch 25100, giga_loss[loss=0.2689, simple_loss=0.334, pruned_loss=0.1019, over 12410.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.06921, over 213.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3212, pruned_loss=0.08451, over 2474839.92 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07255, over 21054.78 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3001, pruned_loss=0.07307, over 2467685.84 frames. utt_duration=1241 frames, utt_pad_proportion=0.06617, over 7965.20 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.323, pruned_loss=0.08571, over 2475965.76 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07392, over 22543.58 utterances.], batch size: 213, lr: 3.86e-04
2022-08-25 21:45:06,692 INFO [train.py:927] (5/8) Epoch 9, batch 25150, giga_loss[loss=0.2081, simple_loss=0.2954, pruned_loss=0.06045, over 12378.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02753, over 70.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3192, pruned_loss=0.08394, over 2474913.72 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07227, over 20876.09 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.2998, pruned_loss=0.07289, over 2467614.27 frames. utt_duration=1241 frames, utt_pad_proportion=0.0657, over 7965.71 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3213, pruned_loss=0.08532, over 2476058.67 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07364, over 22375.32 utterances.], batch size: 70, lr: 3.86e-04
2022-08-25 21:46:51,561 INFO [train.py:927] (5/8) Epoch 9, batch 25200, giga_loss[loss=0.2522, simple_loss=0.3316, pruned_loss=0.08636, over 12442.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04129, over 146.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3188, pruned_loss=0.08441, over 2475327.61 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07498, over 21111.73 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2999, pruned_loss=0.07299, over 2467601.42 frames. utt_duration=1238 frames, utt_pad_proportion=0.06543, over 7982.86 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.321, pruned_loss=0.08572, over 2476448.53 frames. utt_duration=439 frames, utt_pad_proportion=0.07603, over 22640.19 utterances.], batch size: 146, lr: 3.86e-04
2022-08-25 21:48:35,472 INFO [train.py:927] (5/8) Epoch 9, batch 25250, giga_loss[loss=0.2312, simple_loss=0.3095, pruned_loss=0.07642, over 12118.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04363, over 33.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3176, pruned_loss=0.08422, over 2474889.65 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07184, over 21004.35 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2998, pruned_loss=0.07307, over 2467380.39 frames. utt_duration=1242 frames, utt_pad_proportion=0.06473, over 7959.22 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3197, pruned_loss=0.08535, over 2476086.60 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07312, over 22419.13 utterances.], batch size: 33, lr: 3.86e-04
2022-08-25 21:50:19,674 INFO [train.py:927] (5/8) Epoch 9, batch 25300, giga_loss[loss=0.2298, simple_loss=0.3161, pruned_loss=0.07175, over 12364.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02863, over 70.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3179, pruned_loss=0.08339, over 2474267.12 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06996, over 20206.38 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3, pruned_loss=0.07314, over 2467507.27 frames. utt_duration=1243 frames, utt_pad_proportion=0.06377, over 7952.50 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3199, pruned_loss=0.08451, over 2475318.49 frames. utt_duration=458 frames, utt_pad_proportion=0.0715, over 21688.57 utterances.], batch size: 70, lr: 3.86e-04
2022-08-25 21:52:04,514 INFO [train.py:927] (5/8) Epoch 9, batch 25350, giga_loss[loss=0.3266, simple_loss=0.3676, pruned_loss=0.1428, over 12374.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3196, pruned_loss=0.08544, over 2474459.55 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07008, over 20667.65 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2999, pruned_loss=0.07307, over 2467733.01 frames. utt_duration=1246 frames, utt_pad_proportion=0.0624, over 7931.16 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3217, pruned_loss=0.08669, over 2475277.58 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07176, over 22206.05 utterances.], batch size: 258, lr: 3.86e-04
2022-08-25 21:53:49,248 INFO [train.py:927] (5/8) Epoch 9, batch 25400, libri_loss[loss=0.2603, simple_loss=0.3296, pruned_loss=0.09553, over 12303.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007816, over 36.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3212, pruned_loss=0.08429, over 2474486.28 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07186, over 20509.85 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3002, pruned_loss=0.07311, over 2468027.83 frames. utt_duration=1247 frames, utt_pad_proportion=0.06106, over 7926.22 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3233, pruned_loss=0.08556, over 2475069.93 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07363, over 22096.01 utterances.], batch size: 36, lr: 3.85e-04
2022-08-25 21:55:33,001 INFO [train.py:927] (5/8) Epoch 9, batch 25450, giga_loss[loss=0.2672, simple_loss=0.3491, pruned_loss=0.09267, over 12352.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03323, over 104.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3231, pruned_loss=0.08467, over 2473775.97 frames. utt_duration=482 frames, utt_pad_proportion=0.07509, over 20593.05 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2996, pruned_loss=0.07278, over 2467496.28 frames. utt_duration=1242 frames, utt_pad_proportion=0.06339, over 7954.82 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.326, pruned_loss=0.08642, over 2474939.81 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07561, over 22304.54 utterances.], batch size: 104, lr: 3.85e-04
2022-08-25 21:57:17,545 INFO [train.py:927] (5/8) Epoch 9, batch 25500, giga_loss[loss=0.3033, simple_loss=0.3533, pruned_loss=0.1266, over 12361.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2081, over 371.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3254, pruned_loss=0.08729, over 2473999.65 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0812, over 21693.65 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2994, pruned_loss=0.07254, over 2467539.84 frames. utt_duration=1243 frames, utt_pad_proportion=0.0627, over 7947.84 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3286, pruned_loss=0.0893, over 2475047.86 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08157, over 23447.43 utterances.], batch size: 371, lr: 3.85e-04
2022-08-25 21:59:01,747 INFO [train.py:927] (5/8) Epoch 9, batch 25550, giga_loss[loss=0.334, simple_loss=0.3691, pruned_loss=0.1494, over 12342.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2046, over 369.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3256, pruned_loss=0.08802, over 2473664.76 frames. utt_duration=446 frames, utt_pad_proportion=0.08577, over 22261.20 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2994, pruned_loss=0.07234, over 2467022.73 frames. utt_duration=1237 frames, utt_pad_proportion=0.06593, over 7988.57 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3288, pruned_loss=0.0901, over 2475073.65 frames. utt_duration=415.4 frames, utt_pad_proportion=0.08495, over 23920.60 utterances.], batch size: 369, lr: 3.85e-04
2022-08-25 22:00:46,732 INFO [train.py:927] (5/8) Epoch 9, batch 25600, giga_loss[loss=0.271, simple_loss=0.3472, pruned_loss=0.09737, over 12431.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03415, over 105.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3248, pruned_loss=0.08547, over 2474103.14 frames. utt_duration=466.1 frames, utt_pad_proportion=0.08298, over 21301.30 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2989, pruned_loss=0.07195, over 2466955.69 frames. utt_duration=1242 frames, utt_pad_proportion=0.06492, over 7953.24 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3284, pruned_loss=0.08781, over 2475443.04 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08293, over 22967.64 utterances.], batch size: 105, lr: 3.85e-04
2022-08-25 22:02:29,339 INFO [train.py:927] (5/8) Epoch 9, batch 25650, giga_loss[loss=0.247, simple_loss=0.3282, pruned_loss=0.08287, over 12415.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04935, over 161.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3251, pruned_loss=0.08547, over 2474485.79 frames. utt_duration=472.7 frames, utt_pad_proportion=0.08009, over 21003.14 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2995, pruned_loss=0.07221, over 2467210.57 frames. utt_duration=1231 frames, utt_pad_proportion=0.06774, over 8024.55 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.328, pruned_loss=0.08737, over 2475496.68 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07938, over 22555.63 utterances.], batch size: 161, lr: 3.85e-04
2022-08-25 22:04:11,608 INFO [train.py:927] (5/8) Epoch 9, batch 25700, giga_loss[loss=0.2619, simple_loss=0.3248, pruned_loss=0.0995, over 12415.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04437, over 34.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3244, pruned_loss=0.08622, over 2474362.07 frames. utt_duration=468.4 frames, utt_pad_proportion=0.08081, over 21195.93 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2997, pruned_loss=0.07245, over 2467172.97 frames. utt_duration=1222 frames, utt_pad_proportion=0.0709, over 8086.79 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3271, pruned_loss=0.08783, over 2475391.65 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0794, over 22669.00 utterances.], batch size: 34, lr: 3.85e-04
2022-08-25 22:05:58,774 INFO [train.py:927] (5/8) Epoch 9, batch 25750, giga_loss[loss=0.2194, simple_loss=0.2924, pruned_loss=0.07324, over 12461.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03548, over 37.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3224, pruned_loss=0.08615, over 2474381.67 frames. utt_duration=449.8 frames, utt_pad_proportion=0.08511, over 22077.57 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2997, pruned_loss=0.0724, over 2467117.19 frames. utt_duration=1221 frames, utt_pad_proportion=0.07012, over 8091.96 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3249, pruned_loss=0.08774, over 2475376.15 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08418, over 23506.61 utterances.], batch size: 37, lr: 3.85e-04
2022-08-25 22:07:42,979 INFO [train.py:927] (5/8) Epoch 9, batch 25800, giga_loss[loss=0.2233, simple_loss=0.3022, pruned_loss=0.07222, over 12473.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3209, pruned_loss=0.08615, over 2474672.53 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08642, over 22110.18 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2995, pruned_loss=0.07241, over 2467372.33 frames. utt_duration=1227 frames, utt_pad_proportion=0.06887, over 8053.09 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3236, pruned_loss=0.08769, over 2475394.42 frames. utt_duration=421.1 frames, utt_pad_proportion=0.0861, over 23595.42 utterances.], batch size: 55, lr: 3.85e-04
2022-08-25 22:09:24,816 INFO [train.py:927] (5/8) Epoch 9, batch 25850, giga_loss[loss=0.2052, simple_loss=0.2954, pruned_loss=0.05747, over 12436.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04152, over 114.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3193, pruned_loss=0.08353, over 2474910.30 frames. utt_duration=450 frames, utt_pad_proportion=0.07946, over 22073.04 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3, pruned_loss=0.07263, over 2467419.39 frames. utt_duration=1224 frames, utt_pad_proportion=0.06884, over 8074.23 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3212, pruned_loss=0.08474, over 2475526.50 frames. utt_duration=424.4 frames, utt_pad_proportion=0.07968, over 23412.62 utterances.], batch size: 114, lr: 3.85e-04
2022-08-25 22:11:11,872 INFO [train.py:927] (5/8) Epoch 9, batch 25900, libri_loss[loss=0.2239, simple_loss=0.308, pruned_loss=0.0699, over 12438.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03552, over 46.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3174, pruned_loss=0.08181, over 2474975.99 frames. utt_duration=452.5 frames, utt_pad_proportion=0.0788, over 21949.81 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3004, pruned_loss=0.07282, over 2467598.43 frames. utt_duration=1209 frames, utt_pad_proportion=0.07263, over 8176.45 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3193, pruned_loss=0.08298, over 2475587.84 frames. utt_duration=423.9 frames, utt_pad_proportion=0.078, over 23442.61 utterances.], batch size: 46, lr: 3.85e-04
2022-08-25 22:12:55,972 INFO [train.py:927] (5/8) Epoch 9, batch 25950, giga_loss[loss=0.2265, simple_loss=0.3043, pruned_loss=0.07439, over 12357.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03218, over 58.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.315, pruned_loss=0.081, over 2474789.84 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07519, over 21109.35 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.301, pruned_loss=0.07335, over 2467571.60 frames. utt_duration=1208 frames, utt_pad_proportion=0.07479, over 8181.23 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3167, pruned_loss=0.08185, over 2475641.11 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07424, over 22857.93 utterances.], batch size: 58, lr: 3.85e-04
2022-08-25 22:14:38,613 INFO [train.py:927] (5/8) Epoch 9, batch 26000, giga_loss[loss=0.2176, simple_loss=0.304, pruned_loss=0.06559, over 12396.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02388, over 48.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.314, pruned_loss=0.08043, over 2474757.89 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07261, over 20377.09 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3003, pruned_loss=0.07301, over 2467235.25 frames. utt_duration=1214 frames, utt_pad_proportion=0.07362, over 8137.13 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3163, pruned_loss=0.08162, over 2475931.73 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07237, over 22154.87 utterances.], batch size: 48, lr: 3.85e-04
2022-08-25 22:16:23,728 INFO [train.py:927] (5/8) Epoch 9, batch 26050, giga_loss[loss=0.209, simple_loss=0.2958, pruned_loss=0.06108, over 12390.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02675, over 70.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3136, pruned_loss=0.08023, over 2475663.24 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07504, over 20696.58 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2997, pruned_loss=0.07272, over 2467231.29 frames. utt_duration=1220 frames, utt_pad_proportion=0.07262, over 8097.70 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3162, pruned_loss=0.08159, over 2476749.44 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07506, over 22376.28 utterances.], batch size: 70, lr: 3.85e-04
2022-08-25 22:18:06,216 INFO [train.py:927] (5/8) Epoch 9, batch 26100, giga_loss[loss=0.2061, simple_loss=0.2844, pruned_loss=0.06389, over 12326.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.03706, over 26.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3146, pruned_loss=0.08176, over 2474806.68 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07927, over 21033.85 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2996, pruned_loss=0.07264, over 2467420.94 frames. utt_duration=1221 frames, utt_pad_proportion=0.07152, over 8093.18 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3173, pruned_loss=0.08319, over 2475742.80 frames. utt_duration=436 frames, utt_pad_proportion=0.07941, over 22790.58 utterances.], batch size: 26, lr: 3.85e-04
2022-08-25 22:19:49,890 INFO [train.py:927] (5/8) Epoch 9, batch 26150, giga_loss[loss=0.2644, simple_loss=0.3338, pruned_loss=0.09744, over 12431.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.04506, over 134.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3161, pruned_loss=0.08225, over 2474426.94 frames. utt_duration=461.2 frames, utt_pad_proportion=0.0805, over 21527.61 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2993, pruned_loss=0.07256, over 2467198.67 frames. utt_duration=1216 frames, utt_pad_proportion=0.07411, over 8123.85 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3189, pruned_loss=0.08374, over 2475566.44 frames. utt_duration=426.2 frames, utt_pad_proportion=0.0798, over 23312.88 utterances.], batch size: 134, lr: 3.85e-04
2022-08-25 22:21:32,938 INFO [train.py:927] (5/8) Epoch 9, batch 26200, giga_loss[loss=0.2084, simple_loss=0.2901, pruned_loss=0.06341, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03109, over 42.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3177, pruned_loss=0.08364, over 2474295.85 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08927, over 21981.76 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3006, pruned_loss=0.07331, over 2467832.82 frames. utt_duration=1166 frames, utt_pad_proportion=0.08987, over 8475.76 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3195, pruned_loss=0.08455, over 2474900.83 frames. utt_duration=420 frames, utt_pad_proportion=0.08273, over 23653.93 utterances.], batch size: 42, lr: 3.85e-04
2022-08-25 22:22:44,167 INFO [train.py:844] (5/8) libri reaches end of dataloader
2022-08-25 22:25:16,114 INFO [train.py:927] (5/8) Epoch 10, batch 50, giga_loss[loss=0.2257, simple_loss=0.3184, pruned_loss=0.06648, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03616, over 30.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3164, pruned_loss=0.06932, over 547013.54 frames. utt_duration=607.9 frames, utt_pad_proportion=0.05882, over 3607.96 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2864, pruned_loss=0.05514, over 48853.73 frames. utt_duration=1359 frames, utt_pad_proportion=0.01177, over 143.91 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.319, pruned_loss=0.07059, over 508227.58 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06052, over 3513.12 utterances.], batch size: 30, lr: 3.75e-04
2022-08-25 22:27:00,718 INFO [train.py:927] (5/8) Epoch 10, batch 100, giga_loss[loss=0.1767, simple_loss=0.2722, pruned_loss=0.04063, over 12408.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03403, over 80.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2931, pruned_loss=0.06128, over 974083.64 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06932, over 7415.70 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2844, pruned_loss=0.05389, over 73068.70 frames. utt_duration=1322 frames, utt_pad_proportion=0.01595, over 221.31 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2939, pruned_loss=0.06183, over 928459.01 frames. utt_duration=508.9 frames, utt_pad_proportion=0.07049, over 7319.71 utterances.], batch size: 80, lr: 3.75e-04
2022-08-25 22:28:43,092 INFO [train.py:927] (5/8) Epoch 10, batch 150, giga_loss[loss=0.165, simple_loss=0.2466, pruned_loss=0.04169, over 12280.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02689, over 54.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.279, pruned_loss=0.05501, over 1307360.61 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06753, over 9997.66 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2905, pruned_loss=0.0562, over 108764.49 frames. utt_duration=1368 frames, utt_pad_proportion=0.01346, over 318.47 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2784, pruned_loss=0.055, over 1253763.24 frames. utt_duration=505 frames, utt_pad_proportion=0.06877, over 9959.87 utterances.], batch size: 54, lr: 3.75e-04
2022-08-25 22:30:23,822 INFO [train.py:927] (5/8) Epoch 10, batch 200, giga_loss[loss=0.1849, simple_loss=0.2627, pruned_loss=0.05359, over 12386.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06415, over 183.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.273, pruned_loss=0.05279, over 1566360.64 frames. utt_duration=503.7 frames, utt_pad_proportion=0.07058, over 12475.26 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.3017, pruned_loss=0.05982, over 224423.80 frames. utt_duration=1062 frames, utt_pad_proportion=0.1077, over 846.55 utterances.], giga_tot_loss[loss=0.1869, simple_loss=0.2698, pruned_loss=0.05204, over 1475805.40 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06796, over 12451.44 utterances.], batch size: 183, lr: 3.75e-04
2022-08-25 22:32:04,262 INFO [train.py:927] (5/8) Epoch 10, batch 250, libri_loss[loss=0.2365, simple_loss=0.3124, pruned_loss=0.08033, over 12314.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005947, over 36.00 utterances.], tot_loss[loss=0.1853, simple_loss=0.2681, pruned_loss=0.05123, over 1767116.02 frames. utt_duration=508.4 frames, utt_pad_proportion=0.07246, over 13943.01 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.3002, pruned_loss=0.06124, over 312690.66 frames. utt_duration=1058 frames, utt_pad_proportion=0.1155, over 1184.07 utterances.], giga_tot_loss[loss=0.182, simple_loss=0.2641, pruned_loss=0.04993, over 1664990.34 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06911, over 14050.54 utterances.], batch size: 36, lr: 3.75e-04
2022-08-25 22:33:45,232 INFO [train.py:927] (5/8) Epoch 10, batch 300, giga_loss[loss=0.1582, simple_loss=0.2406, pruned_loss=0.03791, over 12338.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03366, over 51.00 utterances.], tot_loss[loss=0.1811, simple_loss=0.2636, pruned_loss=0.0493, over 1923545.77 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06791, over 14582.40 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2996, pruned_loss=0.06059, over 354971.40 frames. utt_duration=1095 frames, utt_pad_proportion=0.104, over 1298.51 utterances.], giga_tot_loss[loss=0.1781, simple_loss=0.2598, pruned_loss=0.04814, over 1831845.12 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06593, over 14791.43 utterances.], batch size: 51, lr: 3.75e-04
2022-08-25 22:35:25,932 INFO [train.py:927] (5/8) Epoch 10, batch 350, libri_loss[loss=0.217, simple_loss=0.2996, pruned_loss=0.06718, over 12403.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03812, over 46.00 utterances.], tot_loss[loss=0.1776, simple_loss=0.2598, pruned_loss=0.04773, over 2045809.04 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06918, over 15944.66 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2967, pruned_loss=0.05988, over 396591.98 frames. utt_duration=1127 frames, utt_pad_proportion=0.09561, over 1409.81 utterances.], giga_tot_loss[loss=0.1749, simple_loss=0.2565, pruned_loss=0.04666, over 1964703.34 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06809, over 16257.55 utterances.], batch size: 46, lr: 3.75e-04
2022-08-25 22:37:07,138 INFO [train.py:927] (5/8) Epoch 10, batch 400, giga_loss[loss=0.1479, simple_loss=0.2302, pruned_loss=0.03284, over 12434.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03543, over 86.00 utterances.], tot_loss[loss=0.1763, simple_loss=0.2581, pruned_loss=0.04725, over 2140181.37 frames. utt_duration=534.6 frames, utt_pad_proportion=0.07031, over 16058.32 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2956, pruned_loss=0.05947, over 487983.34 frames. utt_duration=1124 frames, utt_pad_proportion=0.09778, over 1739.41 utterances.], giga_tot_loss[loss=0.1728, simple_loss=0.2538, pruned_loss=0.04587, over 2058985.92 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06876, over 16608.52 utterances.], batch size: 86, lr: 3.75e-04
2022-08-25 22:38:49,115 INFO [train.py:927] (5/8) Epoch 10, batch 450, giga_loss[loss=0.1689, simple_loss=0.2487, pruned_loss=0.04454, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02582, over 45.00 utterances.], tot_loss[loss=0.173, simple_loss=0.2544, pruned_loss=0.04578, over 2213866.38 frames. utt_duration=519.8 frames, utt_pad_proportion=0.07298, over 17086.62 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2962, pruned_loss=0.05922, over 517636.53 frames. utt_duration=1121 frames, utt_pad_proportion=0.09416, over 1848.86 utterances.], giga_tot_loss[loss=0.1696, simple_loss=0.2502, pruned_loss=0.04453, over 2145753.39 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07187, over 17619.37 utterances.], batch size: 45, lr: 3.75e-04
2022-08-25 22:40:30,241 INFO [train.py:927] (5/8) Epoch 10, batch 500, giga_loss[loss=0.2113, simple_loss=0.2956, pruned_loss=0.06351, over 12481.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03428, over 43.00 utterances.], tot_loss[loss=0.1802, simple_loss=0.2616, pruned_loss=0.04939, over 2272696.25 frames. utt_duration=516.6 frames, utt_pad_proportion=0.07312, over 17648.66 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2969, pruned_loss=0.05956, over 556673.57 frames. utt_duration=1094 frames, utt_pad_proportion=0.1025, over 2037.95 utterances.], giga_tot_loss[loss=0.1771, simple_loss=0.2577, pruned_loss=0.04821, over 2214341.00 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07131, over 18190.36 utterances.], batch size: 43, lr: 3.75e-04
2022-08-25 22:42:12,711 INFO [train.py:927] (5/8) Epoch 10, batch 550, giga_loss[loss=0.2415, simple_loss=0.323, pruned_loss=0.08001, over 12368.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02842, over 91.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.273, pruned_loss=0.05423, over 2316656.98 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06966, over 17651.60 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2973, pruned_loss=0.05937, over 585459.16 frames. utt_duration=1099 frames, utt_pad_proportion=0.09785, over 2132.90 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2697, pruned_loss=0.05336, over 2268018.41 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06861, over 18202.99 utterances.], batch size: 91, lr: 3.75e-04
2022-08-25 22:43:53,848 INFO [train.py:927] (5/8) Epoch 10, batch 600, giga_loss[loss=0.2221, simple_loss=0.3116, pruned_loss=0.06625, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05234, over 161.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2801, pruned_loss=0.05669, over 2350356.73 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06725, over 17771.54 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2971, pruned_loss=0.05968, over 622964.38 frames. utt_duration=1085 frames, utt_pad_proportion=0.1056, over 2300.79 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2773, pruned_loss=0.0559, over 2309222.02 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06535, over 18333.73 utterances.], batch size: 161, lr: 3.75e-04
2022-08-25 22:45:35,633 INFO [train.py:927] (5/8) Epoch 10, batch 650, giga_loss[loss=0.2265, simple_loss=0.3172, pruned_loss=0.06788, over 12384.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05961, over 182.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2838, pruned_loss=0.05738, over 2378054.90 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06389, over 17819.12 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2967, pruned_loss=0.05921, over 686768.34 frames. utt_duration=1109 frames, utt_pad_proportion=0.09919, over 2481.00 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2812, pruned_loss=0.0568, over 2341506.67 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06273, over 18599.57 utterances.], batch size: 182, lr: 3.75e-04
2022-08-25 22:47:18,121 INFO [train.py:927] (5/8) Epoch 10, batch 700, giga_loss[loss=0.2246, simple_loss=0.3028, pruned_loss=0.07318, over 12375.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03977, over 113.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2886, pruned_loss=0.06022, over 2399921.12 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06256, over 18380.52 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2967, pruned_loss=0.05945, over 730953.16 frames. utt_duration=1096 frames, utt_pad_proportion=0.1055, over 2670.88 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2864, pruned_loss=0.05973, over 2368913.65 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0603, over 19180.12 utterances.], batch size: 113, lr: 3.75e-04
2022-08-25 22:49:09,105 INFO [train.py:927] (5/8) Epoch 10, batch 750, giga_loss[loss=0.2099, simple_loss=0.3026, pruned_loss=0.05866, over 12469.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02939, over 55.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2942, pruned_loss=0.06325, over 2416492.26 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06594, over 19069.29 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2963, pruned_loss=0.0595, over 756964.35 frames. utt_duration=1110 frames, utt_pad_proportion=0.1019, over 2731.49 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2926, pruned_loss=0.0629, over 2391127.15 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06431, over 19847.43 utterances.], batch size: 55, lr: 3.75e-04
2022-08-25 22:50:49,466 INFO [train.py:927] (5/8) Epoch 10, batch 800, giga_loss[loss=0.2091, simple_loss=0.2958, pruned_loss=0.06113, over 12212.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03367, over 42.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2969, pruned_loss=0.06325, over 2429333.28 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06058, over 18339.03 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2958, pruned_loss=0.05912, over 816398.13 frames. utt_duration=1129 frames, utt_pad_proportion=0.09404, over 2895.47 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2957, pruned_loss=0.06323, over 2407073.79 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06005, over 19329.01 utterances.], batch size: 42, lr: 3.75e-04
2022-08-25 22:52:32,252 INFO [train.py:927] (5/8) Epoch 10, batch 850, giga_loss[loss=0.1943, simple_loss=0.2876, pruned_loss=0.05054, over 12420.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03951, over 123.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2976, pruned_loss=0.0623, over 2438783.78 frames. utt_duration=558 frames, utt_pad_proportion=0.05726, over 17530.04 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2957, pruned_loss=0.05918, over 833076.18 frames. utt_duration=1136 frames, utt_pad_proportion=0.09191, over 2937.40 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2967, pruned_loss=0.06229, over 2420808.96 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05715, over 18405.77 utterances.], batch size: 123, lr: 3.75e-04
2022-08-25 22:54:14,769 INFO [train.py:927] (5/8) Epoch 10, batch 900, giga_loss[loss=0.2752, simple_loss=0.3341, pruned_loss=0.1081, over 12365.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.0389, over 113.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2977, pruned_loss=0.06199, over 2445778.60 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05697, over 17105.82 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2948, pruned_loss=0.05868, over 865334.65 frames. utt_duration=1151 frames, utt_pad_proportion=0.08845, over 3012.06 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2973, pruned_loss=0.06219, over 2431226.78 frames. utt_duration=542 frames, utt_pad_proportion=0.0572, over 17991.48 utterances.], batch size: 113, lr: 3.75e-04
2022-08-25 22:55:56,826 INFO [train.py:927] (5/8) Epoch 10, batch 950, giga_loss[loss=0.2128, simple_loss=0.2967, pruned_loss=0.0644, over 12465.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.02997, over 55.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3003, pruned_loss=0.06469, over 2451990.78 frames. utt_duration=595.1 frames, utt_pad_proportion=0.0558, over 16522.51 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2959, pruned_loss=0.05886, over 897213.28 frames. utt_duration=1126 frames, utt_pad_proportion=0.09596, over 3192.79 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2998, pruned_loss=0.06491, over 2440053.48 frames. utt_duration=565.2 frames, utt_pad_proportion=0.0545, over 17314.90 utterances.], batch size: 55, lr: 3.75e-04
2022-08-25 22:57:39,551 INFO [train.py:927] (5/8) Epoch 10, batch 1000, giga_loss[loss=0.2032, simple_loss=0.2841, pruned_loss=0.06121, over 12418.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03838, over 133.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3006, pruned_loss=0.06594, over 2456701.59 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05606, over 17051.38 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2961, pruned_loss=0.05887, over 913133.18 frames. utt_duration=1132 frames, utt_pad_proportion=0.09404, over 3229.75 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3001, pruned_loss=0.06617, over 2446977.39 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05521, over 17760.13 utterances.], batch size: 133, lr: 3.75e-04
2022-08-25 22:59:23,687 INFO [train.py:927] (5/8) Epoch 10, batch 1050, giga_loss[loss=0.2423, simple_loss=0.316, pruned_loss=0.08427, over 12391.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07374, over 212.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3005, pruned_loss=0.06634, over 2461037.81 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05585, over 17440.82 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2964, pruned_loss=0.05883, over 951616.14 frames. utt_duration=1145 frames, utt_pad_proportion=0.08965, over 3329.10 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3001, pruned_loss=0.0667, over 2453062.64 frames. utt_duration=539.4 frames, utt_pad_proportion=0.0556, over 18241.12 utterances.], batch size: 212, lr: 3.75e-04
2022-08-25 23:01:07,020 INFO [train.py:927] (5/8) Epoch 10, batch 1100, giga_loss[loss=0.1976, simple_loss=0.2835, pruned_loss=0.05586, over 12364.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.0402, over 145.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2985, pruned_loss=0.06537, over 2464378.34 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06361, over 18508.83 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2959, pruned_loss=0.05834, over 989250.24 frames. utt_duration=1157 frames, utt_pad_proportion=0.0858, over 3423.95 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2984, pruned_loss=0.06598, over 2457812.15 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06343, over 19377.26 utterances.], batch size: 145, lr: 3.75e-04
2022-08-25 23:02:51,599 INFO [train.py:927] (5/8) Epoch 10, batch 1150, giga_loss[loss=0.1955, simple_loss=0.2796, pruned_loss=0.05572, over 12475.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02908, over 55.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.294, pruned_loss=0.06351, over 2466629.36 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06142, over 18681.49 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2946, pruned_loss=0.058, over 1025849.19 frames. utt_duration=1173 frames, utt_pad_proportion=0.0829, over 3502.46 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2944, pruned_loss=0.06426, over 2461358.94 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06165, over 19652.94 utterances.], batch size: 55, lr: 3.75e-04
2022-08-25 23:04:35,532 INFO [train.py:927] (5/8) Epoch 10, batch 1200, giga_loss[loss=0.2288, simple_loss=0.3099, pruned_loss=0.07384, over 12402.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.0684, over 211.00 utterances.], tot_loss[loss=0.208, simple_loss=0.291, pruned_loss=0.06246, over 2468675.24 frames. utt_duration=503 frames, utt_pad_proportion=0.06887, over 19691.06 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2947, pruned_loss=0.05811, over 1054357.26 frames. utt_duration=1177 frames, utt_pad_proportion=0.07995, over 3587.74 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2913, pruned_loss=0.0631, over 2464598.07 frames. utt_duration=478.3 frames, utt_pad_proportion=0.0691, over 20675.20 utterances.], batch size: 211, lr: 3.74e-04
2022-08-25 23:06:17,065 INFO [train.py:927] (5/8) Epoch 10, batch 1250, giga_loss[loss=0.1904, simple_loss=0.279, pruned_loss=0.05088, over 12468.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03004, over 75.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2902, pruned_loss=0.062, over 2469869.86 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06805, over 19176.51 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2943, pruned_loss=0.05788, over 1089264.43 frames. utt_duration=1158 frames, utt_pad_proportion=0.086, over 3767.21 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2905, pruned_loss=0.06269, over 2466719.01 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06715, over 20150.62 utterances.], batch size: 75, lr: 3.74e-04
2022-08-25 23:07:57,333 INFO [train.py:927] (5/8) Epoch 10, batch 1300, giga_loss[loss=0.1944, simple_loss=0.2841, pruned_loss=0.05231, over 12390.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02613, over 66.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2871, pruned_loss=0.06077, over 2470051.55 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06621, over 17750.69 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2936, pruned_loss=0.05754, over 1130153.52 frames. utt_duration=1163 frames, utt_pad_proportion=0.08281, over 3891.96 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2875, pruned_loss=0.06158, over 2467559.22 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06594, over 18821.54 utterances.], batch size: 66, lr: 3.74e-04
2022-08-25 23:09:41,599 INFO [train.py:927] (5/8) Epoch 10, batch 1350, giga_loss[loss=0.2008, simple_loss=0.2744, pruned_loss=0.06364, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03003, over 43.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2843, pruned_loss=0.05959, over 2470378.99 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06607, over 17272.93 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.293, pruned_loss=0.05759, over 1182952.51 frames. utt_duration=1161 frames, utt_pad_proportion=0.08507, over 4079.89 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2846, pruned_loss=0.06031, over 2468238.06 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06508, over 18451.92 utterances.], batch size: 43, lr: 3.74e-04
2022-08-25 23:11:22,169 INFO [train.py:927] (5/8) Epoch 10, batch 1400, giga_loss[loss=0.1908, simple_loss=0.2665, pruned_loss=0.05752, over 12375.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.0287, over 85.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2822, pruned_loss=0.05887, over 2470972.28 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06711, over 17101.05 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2938, pruned_loss=0.05766, over 1221062.52 frames. utt_duration=1147 frames, utt_pad_proportion=0.09052, over 4264.13 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2817, pruned_loss=0.05947, over 2469319.91 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06479, over 18232.71 utterances.], batch size: 85, lr: 3.74e-04
2022-08-25 23:13:06,121 INFO [train.py:927] (5/8) Epoch 10, batch 1450, giga_loss[loss=0.1708, simple_loss=0.2616, pruned_loss=0.04, over 12317.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03501, over 58.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2788, pruned_loss=0.05733, over 2471728.09 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06393, over 16938.93 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2937, pruned_loss=0.05719, over 1245557.69 frames. utt_duration=1158 frames, utt_pad_proportion=0.08806, over 4308.48 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2782, pruned_loss=0.05804, over 2470699.63 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06263, over 18032.49 utterances.], batch size: 58, lr: 3.74e-04
2022-08-25 23:14:46,054 INFO [train.py:927] (5/8) Epoch 10, batch 1500, giga_loss[loss=0.1628, simple_loss=0.2459, pruned_loss=0.03981, over 12452.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.04087, over 26.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2773, pruned_loss=0.05689, over 2472120.49 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06878, over 17206.39 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2937, pruned_loss=0.05715, over 1288293.44 frames. utt_duration=1150 frames, utt_pad_proportion=0.09036, over 4485.96 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2764, pruned_loss=0.05748, over 2470878.57 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06665, over 18312.73 utterances.], batch size: 26, lr: 3.74e-04
2022-08-25 23:16:32,096 INFO [train.py:927] (5/8) Epoch 10, batch 1550, giga_loss[loss=0.2169, simple_loss=0.2889, pruned_loss=0.07239, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02915, over 48.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2773, pruned_loss=0.0575, over 2471406.54 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06922, over 16848.48 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2931, pruned_loss=0.05714, over 1317454.64 frames. utt_duration=1144 frames, utt_pad_proportion=0.09356, over 4613.73 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2766, pruned_loss=0.05801, over 2470556.80 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06662, over 17915.51 utterances.], batch size: 48, lr: 3.74e-04
2022-08-25 23:18:14,409 INFO [train.py:927] (5/8) Epoch 10, batch 1600, giga_loss[loss=0.2439, simple_loss=0.324, pruned_loss=0.08186, over 12397.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2826, pruned_loss=0.06025, over 2472126.29 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06482, over 16736.08 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2927, pruned_loss=0.05689, over 1345928.03 frames. utt_duration=1137 frames, utt_pad_proportion=0.0971, over 4741.52 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2819, pruned_loss=0.06083, over 2471549.67 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0616, over 17745.47 utterances.], batch size: 146, lr: 3.74e-04
2022-08-25 23:20:00,113 INFO [train.py:927] (5/8) Epoch 10, batch 1650, giga_loss[loss=0.2211, simple_loss=0.3117, pruned_loss=0.06526, over 12393.00 frames. utt_duration=478.3 frames, utt_pad_proportion=0.03182, over 104.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2892, pruned_loss=0.06329, over 2472276.53 frames. utt_duration=553 frames, utt_pad_proportion=0.0647, over 17932.80 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2922, pruned_loss=0.05667, over 1357169.18 frames. utt_duration=1143 frames, utt_pad_proportion=0.09598, over 4754.06 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2888, pruned_loss=0.06388, over 2471819.50 frames. utt_duration=527 frames, utt_pad_proportion=0.06246, over 18816.37 utterances.], batch size: 104, lr: 3.74e-04
2022-08-25 23:21:42,196 INFO [train.py:927] (5/8) Epoch 10, batch 1700, giga_loss[loss=0.2467, simple_loss=0.3393, pruned_loss=0.07707, over 12312.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03578, over 51.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2969, pruned_loss=0.06641, over 2472168.37 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06657, over 18310.40 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2936, pruned_loss=0.05718, over 1384645.27 frames. utt_duration=1152 frames, utt_pad_proportion=0.09279, over 4813.51 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2959, pruned_loss=0.06681, over 2471923.40 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06522, over 19260.77 utterances.], batch size: 51, lr: 3.74e-04
2022-08-25 23:23:24,193 INFO [train.py:927] (5/8) Epoch 10, batch 1750, giga_loss[loss=0.2064, simple_loss=0.2914, pruned_loss=0.06066, over 12176.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.03381, over 33.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2991, pruned_loss=0.06674, over 2471881.53 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06799, over 18613.06 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2937, pruned_loss=0.05721, over 1395280.09 frames. utt_duration=1156 frames, utt_pad_proportion=0.09153, over 4836.31 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2983, pruned_loss=0.06712, over 2471878.42 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06708, over 19459.60 utterances.], batch size: 33, lr: 3.74e-04
2022-08-25 23:25:04,585 INFO [train.py:927] (5/8) Epoch 10, batch 1800, giga_loss[loss=0.1947, simple_loss=0.2839, pruned_loss=0.05277, over 12450.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.03088, over 80.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2973, pruned_loss=0.06429, over 2473047.76 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06274, over 18388.55 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2945, pruned_loss=0.05738, over 1416878.32 frames. utt_duration=1160 frames, utt_pad_proportion=0.08905, over 4893.20 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2963, pruned_loss=0.06465, over 2472845.64 frames. utt_duration=514.9 frames, utt_pad_proportion=0.0626, over 19268.23 utterances.], batch size: 80, lr: 3.74e-04
2022-08-25 23:26:48,431 INFO [train.py:927] (5/8) Epoch 10, batch 1850, giga_loss[loss=0.2252, simple_loss=0.3193, pruned_loss=0.06552, over 12406.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02815, over 58.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2985, pruned_loss=0.06476, over 2473789.13 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06317, over 18555.81 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2941, pruned_loss=0.05741, over 1448459.76 frames. utt_duration=1164 frames, utt_pad_proportion=0.08598, over 4985.00 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2981, pruned_loss=0.06523, over 2473372.69 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06347, over 19545.23 utterances.], batch size: 58, lr: 3.74e-04
2022-08-25 23:28:34,565 INFO [train.py:927] (5/8) Epoch 10, batch 1900, giga_loss[loss=0.2226, simple_loss=0.312, pruned_loss=0.06661, over 12356.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03296, over 62.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3002, pruned_loss=0.06586, over 2473161.89 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06006, over 18058.84 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2946, pruned_loss=0.05783, over 1478103.84 frames. utt_duration=1172 frames, utt_pad_proportion=0.08277, over 5049.55 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2997, pruned_loss=0.06621, over 2473472.34 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06097, over 19148.07 utterances.], batch size: 62, lr: 3.74e-04
2022-08-25 23:30:19,434 INFO [train.py:927] (5/8) Epoch 10, batch 1950, giga_loss[loss=0.2167, simple_loss=0.3092, pruned_loss=0.06213, over 12369.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03112, over 58.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3008, pruned_loss=0.06655, over 2473431.11 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06438, over 17766.73 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.294, pruned_loss=0.05759, over 1507438.74 frames. utt_duration=1184 frames, utt_pad_proportion=0.07984, over 5099.39 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3009, pruned_loss=0.06721, over 2473838.31 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06545, over 18954.10 utterances.], batch size: 58, lr: 3.74e-04
2022-08-25 23:32:01,616 INFO [train.py:927] (5/8) Epoch 10, batch 2000, libri_loss[loss=0.1581, simple_loss=0.2454, pruned_loss=0.03535, over 12280.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01013, over 28.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3007, pruned_loss=0.06665, over 2473016.72 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06773, over 17640.64 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2937, pruned_loss=0.05741, over 1526355.34 frames. utt_duration=1188 frames, utt_pad_proportion=0.07838, over 5145.05 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3011, pruned_loss=0.06747, over 2473585.14 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06868, over 18779.44 utterances.], batch size: 28, lr: 3.74e-04
2022-08-25 23:33:45,702 INFO [train.py:927] (5/8) Epoch 10, batch 2050, giga_loss[loss=0.2352, simple_loss=0.3169, pruned_loss=0.07676, over 12415.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03235, over 80.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3024, pruned_loss=0.06719, over 2472911.04 frames. utt_duration=597.1 frames, utt_pad_proportion=0.0628, over 16608.11 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2933, pruned_loss=0.0573, over 1544856.56 frames. utt_duration=1196 frames, utt_pad_proportion=0.07674, over 5172.89 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3031, pruned_loss=0.06807, over 2473616.80 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06421, over 17699.23 utterances.], batch size: 80, lr: 3.74e-04
2022-08-25 23:35:28,254 INFO [train.py:927] (5/8) Epoch 10, batch 2100, giga_loss[loss=0.2331, simple_loss=0.3148, pruned_loss=0.07574, over 12366.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03202, over 62.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3015, pruned_loss=0.06703, over 2472744.59 frames. utt_duration=626.9 frames, utt_pad_proportion=0.05841, over 15816.39 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2927, pruned_loss=0.05725, over 1577011.77 frames. utt_duration=1207 frames, utt_pad_proportion=0.07371, over 5232.85 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3027, pruned_loss=0.06808, over 2473172.04 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06051, over 16987.60 utterances.], batch size: 62, lr: 3.74e-04
2022-08-25 23:37:08,605 INFO [train.py:927] (5/8) Epoch 10, batch 2150, giga_loss[loss=0.251, simple_loss=0.3295, pruned_loss=0.08623, over 12399.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03178, over 80.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3006, pruned_loss=0.06686, over 2472980.20 frames. utt_duration=649.7 frames, utt_pad_proportion=0.05485, over 15261.36 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2921, pruned_loss=0.05708, over 1603275.20 frames. utt_duration=1214 frames, utt_pad_proportion=0.07209, over 5290.09 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3022, pruned_loss=0.06808, over 2473578.10 frames. utt_duration=603.4 frames, utt_pad_proportion=0.05709, over 16437.57 utterances.], batch size: 80, lr: 3.74e-04
2022-08-25 23:38:49,077 INFO [train.py:927] (5/8) Epoch 10, batch 2200, giga_loss[loss=0.2261, simple_loss=0.3103, pruned_loss=0.07093, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02649, over 45.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3018, pruned_loss=0.06787, over 2472782.88 frames. utt_duration=633.3 frames, utt_pad_proportion=0.05839, over 15656.37 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05706, over 1624759.05 frames. utt_duration=1203 frames, utt_pad_proportion=0.07612, over 5410.59 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3032, pruned_loss=0.0691, over 2473286.51 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05856, over 16716.92 utterances.], batch size: 45, lr: 3.74e-04
2022-08-25 23:40:32,559 INFO [train.py:927] (5/8) Epoch 10, batch 2250, giga_loss[loss=0.2202, simple_loss=0.3042, pruned_loss=0.06813, over 12419.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06169, over 183.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3019, pruned_loss=0.06739, over 2472690.35 frames. utt_duration=648.2 frames, utt_pad_proportion=0.0553, over 15295.51 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.292, pruned_loss=0.05698, over 1633357.04 frames. utt_duration=1206 frames, utt_pad_proportion=0.07526, over 5425.47 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3033, pruned_loss=0.06849, over 2472954.93 frames. utt_duration=611.9 frames, utt_pad_proportion=0.05579, over 16205.41 utterances.], batch size: 183, lr: 3.74e-04
2022-08-25 23:42:16,572 INFO [train.py:927] (5/8) Epoch 10, batch 2300, libri_loss[loss=0.2617, simple_loss=0.3444, pruned_loss=0.08954, over 12371.00 frames. utt_duration=424.4 frames, utt_pad_proportion=0.339, over 117.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3013, pruned_loss=0.06774, over 2472190.18 frames. utt_duration=629.8 frames, utt_pad_proportion=0.06363, over 15738.98 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2918, pruned_loss=0.05713, over 1657791.94 frames. utt_duration=1196 frames, utt_pad_proportion=0.07877, over 5551.18 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3026, pruned_loss=0.06878, over 2472765.09 frames. utt_duration=597 frames, utt_pad_proportion=0.06208, over 16608.73 utterances.], batch size: 117, lr: 3.74e-04
2022-08-25 23:43:57,531 INFO [train.py:927] (5/8) Epoch 10, batch 2350, giga_loss[loss=0.2107, simple_loss=0.3013, pruned_loss=0.06001, over 12420.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04938, over 161.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2987, pruned_loss=0.06632, over 2472050.80 frames. utt_duration=639.5 frames, utt_pad_proportion=0.06324, over 15499.92 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2919, pruned_loss=0.05716, over 1685600.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.07699, over 5612.41 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3001, pruned_loss=0.06748, over 2472741.05 frames. utt_duration=602.1 frames, utt_pad_proportion=0.0624, over 16468.03 utterances.], batch size: 161, lr: 3.74e-04
2022-08-25 23:45:38,861 INFO [train.py:927] (5/8) Epoch 10, batch 2400, giga_loss[loss=0.1761, simple_loss=0.2615, pruned_loss=0.04533, over 12369.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02687, over 66.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2974, pruned_loss=0.06634, over 2472491.86 frames. utt_duration=638.3 frames, utt_pad_proportion=0.05994, over 15531.86 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.05701, over 1700763.96 frames. utt_duration=1211 frames, utt_pad_proportion=0.07544, over 5626.05 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2988, pruned_loss=0.0675, over 2473408.59 frames. utt_duration=602.8 frames, utt_pad_proportion=0.0598, over 16453.18 utterances.], batch size: 66, lr: 3.74e-04
2022-08-25 23:47:20,600 INFO [train.py:927] (5/8) Epoch 10, batch 2450, giga_loss[loss=0.2028, simple_loss=0.2848, pruned_loss=0.06037, over 12316.00 frames. utt_duration=913.8 frames, utt_pad_proportion=0.02376, over 54.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2951, pruned_loss=0.06553, over 2471578.22 frames. utt_duration=624.2 frames, utt_pad_proportion=0.06068, over 15877.36 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.05726, over 1715874.63 frames. utt_duration=1210 frames, utt_pad_proportion=0.07422, over 5681.24 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.296, pruned_loss=0.06645, over 2472481.62 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06075, over 16737.81 utterances.], batch size: 54, lr: 3.74e-04
2022-08-25 23:49:03,295 INFO [train.py:927] (5/8) Epoch 10, batch 2500, giga_loss[loss=0.2127, simple_loss=0.2972, pruned_loss=0.06413, over 12307.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03219, over 51.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2918, pruned_loss=0.06403, over 2470557.72 frames. utt_duration=609.3 frames, utt_pad_proportion=0.0634, over 16258.48 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2922, pruned_loss=0.05733, over 1730561.21 frames. utt_duration=1212 frames, utt_pad_proportion=0.07295, over 5720.31 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2924, pruned_loss=0.06485, over 2471544.20 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06359, over 17093.06 utterances.], batch size: 51, lr: 3.73e-04
2022-08-25 23:50:46,635 INFO [train.py:927] (5/8) Epoch 10, batch 2550, giga_loss[loss=0.2484, simple_loss=0.3265, pruned_loss=0.08511, over 12380.00 frames. utt_duration=275.2 frames, utt_pad_proportion=0.05441, over 181.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2899, pruned_loss=0.06245, over 2471012.73 frames. utt_duration=627.7 frames, utt_pad_proportion=0.06228, over 15785.23 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2926, pruned_loss=0.05746, over 1756153.18 frames. utt_duration=1182 frames, utt_pad_proportion=0.082, over 5948.83 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.29, pruned_loss=0.06319, over 2471727.80 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05897, over 16559.44 utterances.], batch size: 181, lr: 3.73e-04
2022-08-25 23:52:28,163 INFO [train.py:927] (5/8) Epoch 10, batch 2600, giga_loss[loss=0.2004, simple_loss=0.2934, pruned_loss=0.05375, over 12365.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03555, over 132.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2911, pruned_loss=0.06279, over 2471383.83 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06679, over 16861.72 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2921, pruned_loss=0.0574, over 1776995.54 frames. utt_duration=1193 frames, utt_pad_proportion=0.07963, over 5963.15 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2915, pruned_loss=0.06356, over 2472281.97 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06468, over 17740.58 utterances.], batch size: 132, lr: 3.73e-04
2022-08-25 23:54:07,585 INFO [train.py:927] (5/8) Epoch 10, batch 2650, giga_loss[loss=0.2106, simple_loss=0.294, pruned_loss=0.06363, over 12339.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03122, over 85.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2913, pruned_loss=0.06232, over 2470939.63 frames. utt_duration=587.3 frames, utt_pad_proportion=0.06602, over 16872.56 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2911, pruned_loss=0.057, over 1800149.55 frames. utt_duration=1207 frames, utt_pad_proportion=0.0772, over 5971.17 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2922, pruned_loss=0.06338, over 2472380.62 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06501, over 17923.32 utterances.], batch size: 85, lr: 3.73e-04
2022-08-25 23:55:50,026 INFO [train.py:927] (5/8) Epoch 10, batch 2700, giga_loss[loss=0.1968, simple_loss=0.2908, pruned_loss=0.05139, over 12426.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03786, over 133.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2905, pruned_loss=0.06135, over 2471330.91 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06167, over 16777.25 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2905, pruned_loss=0.05673, over 1822640.79 frames. utt_duration=1212 frames, utt_pad_proportion=0.07561, over 6021.70 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2917, pruned_loss=0.06253, over 2473060.41 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06139, over 17920.59 utterances.], batch size: 133, lr: 3.73e-04
2022-08-25 23:57:36,840 INFO [train.py:927] (5/8) Epoch 10, batch 2750, giga_loss[loss=0.1931, simple_loss=0.2734, pruned_loss=0.05637, over 12329.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2908, pruned_loss=0.06119, over 2471019.72 frames. utt_duration=601 frames, utt_pad_proportion=0.05868, over 16486.12 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.29, pruned_loss=0.05646, over 1841351.41 frames. utt_duration=1222 frames, utt_pad_proportion=0.07341, over 6034.88 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2921, pruned_loss=0.06245, over 2472886.41 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05919, over 17685.71 utterances.], batch size: 85, lr: 3.73e-04
2022-08-25 23:59:20,002 INFO [train.py:927] (5/8) Epoch 10, batch 2800, giga_loss[loss=0.2364, simple_loss=0.3129, pruned_loss=0.07994, over 12456.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.02732, over 55.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2928, pruned_loss=0.06263, over 2471860.90 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05994, over 16255.11 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2906, pruned_loss=0.05691, over 1857182.36 frames. utt_duration=1203 frames, utt_pad_proportion=0.07842, over 6183.15 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2935, pruned_loss=0.06344, over 2473150.54 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05838, over 17312.18 utterances.], batch size: 55, lr: 3.73e-04
2022-08-26 00:01:01,090 INFO [train.py:927] (5/8) Epoch 10, batch 2850, giga_loss[loss=0.1996, simple_loss=0.2834, pruned_loss=0.05789, over 12473.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03469, over 46.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2956, pruned_loss=0.06369, over 2472545.43 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05962, over 16857.54 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05724, over 1869360.27 frames. utt_duration=1204 frames, utt_pad_proportion=0.07714, over 6219.16 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2957, pruned_loss=0.06423, over 2473597.26 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05868, over 17853.31 utterances.], batch size: 46, lr: 3.73e-04
2022-08-26 00:02:41,725 INFO [train.py:927] (5/8) Epoch 10, batch 2900, giga_loss[loss=0.2214, simple_loss=0.3122, pruned_loss=0.06534, over 12446.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03538, over 123.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2965, pruned_loss=0.06372, over 2472208.66 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06405, over 17086.54 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05726, over 1884025.95 frames. utt_duration=1207 frames, utt_pad_proportion=0.07535, over 6249.57 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2966, pruned_loss=0.06427, over 2473259.55 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06349, over 18095.02 utterances.], batch size: 123, lr: 3.73e-04
2022-08-26 00:04:25,824 INFO [train.py:927] (5/8) Epoch 10, batch 2950, libri_loss[loss=0.1528, simple_loss=0.2317, pruned_loss=0.03694, over 12221.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009774, over 29.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2958, pruned_loss=0.06365, over 2472593.84 frames. utt_duration=573 frames, utt_pad_proportion=0.0617, over 17306.59 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2909, pruned_loss=0.05709, over 1889706.22 frames. utt_duration=1211 frames, utt_pad_proportion=0.07466, over 6251.05 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2963, pruned_loss=0.06427, over 2473603.44 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06154, over 18200.64 utterances.], batch size: 29, lr: 3.73e-04
2022-08-26 00:06:05,369 INFO [train.py:927] (5/8) Epoch 10, batch 3000, giga_loss[loss=0.2123, simple_loss=0.297, pruned_loss=0.06374, over 12390.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04052, over 133.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2937, pruned_loss=0.06269, over 2472876.64 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05802, over 17287.60 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2905, pruned_loss=0.05695, over 1906916.79 frames. utt_duration=1220 frames, utt_pad_proportion=0.07269, over 6258.30 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2945, pruned_loss=0.06345, over 2473720.16 frames. utt_duration=542.6 frames, utt_pad_proportion=0.05854, over 18287.69 utterances.], batch size: 133, lr: 3.73e-04
2022-08-26 00:06:05,370 INFO [train.py:958] (5/8) Computing validation loss
2022-08-26 00:06:20,098 INFO [train.py:967] (5/8) 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 00:07:58,832 INFO [train.py:927] (5/8) Epoch 10, batch 3050, giga_loss[loss=0.217, simple_loss=0.3141, pruned_loss=0.05999, over 12377.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03766, over 113.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2943, pruned_loss=0.062, over 2473706.63 frames. utt_duration=546.7 frames, utt_pad_proportion=0.0601, over 18150.57 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2901, pruned_loss=0.05674, over 1917973.42 frames. utt_duration=1228 frames, utt_pad_proportion=0.07143, over 6256.11 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2953, pruned_loss=0.06287, over 2474538.05 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06071, over 19160.79 utterances.], batch size: 113, lr: 3.73e-04
2022-08-26 00:09:38,634 INFO [train.py:927] (5/8) Epoch 10, batch 3100, giga_loss[loss=0.2169, simple_loss=0.2811, pruned_loss=0.07637, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03694, over 37.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2942, pruned_loss=0.06199, over 2473516.89 frames. utt_duration=545 frames, utt_pad_proportion=0.06312, over 18203.34 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2899, pruned_loss=0.05674, over 1934371.12 frames. utt_duration=1220 frames, utt_pad_proportion=0.07416, over 6350.56 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2952, pruned_loss=0.06282, over 2474257.32 frames. utt_duration=516 frames, utt_pad_proportion=0.06256, over 19236.10 utterances.], batch size: 37, lr: 3.73e-04
2022-08-26 00:11:19,239 INFO [train.py:927] (5/8) Epoch 10, batch 3150, giga_loss[loss=0.2016, simple_loss=0.2876, pruned_loss=0.05776, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2915, pruned_loss=0.06129, over 2473584.39 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05936, over 17381.78 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2893, pruned_loss=0.0565, over 1947170.25 frames. utt_duration=1229 frames, utt_pad_proportion=0.07259, over 6344.87 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2929, pruned_loss=0.06224, over 2474678.61 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05949, over 18464.78 utterances.], batch size: 91, lr: 3.73e-04
2022-08-26 00:12:57,938 INFO [train.py:927] (5/8) Epoch 10, batch 3200, giga_loss[loss=0.2002, simple_loss=0.2784, pruned_loss=0.06097, over 12385.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03414, over 80.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2895, pruned_loss=0.06106, over 2472765.46 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05753, over 17034.51 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2892, pruned_loss=0.05657, over 1962779.29 frames. utt_duration=1238 frames, utt_pad_proportion=0.07061, over 6349.58 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2906, pruned_loss=0.0619, over 2473625.39 frames. utt_duration=545.9 frames, utt_pad_proportion=0.05824, over 18176.64 utterances.], batch size: 80, lr: 3.73e-04
2022-08-26 00:14:37,496 INFO [train.py:927] (5/8) Epoch 10, batch 3250, giga_loss[loss=0.2029, simple_loss=0.288, pruned_loss=0.0589, over 12391.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.059, over 182.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.288, pruned_loss=0.06039, over 2473026.58 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05775, over 17120.87 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2892, pruned_loss=0.05646, over 1977310.24 frames. utt_duration=1245 frames, utt_pad_proportion=0.06874, over 6359.11 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2889, pruned_loss=0.06124, over 2474238.96 frames. utt_duration=541.7 frames, utt_pad_proportion=0.05877, over 18319.31 utterances.], batch size: 182, lr: 3.73e-04
2022-08-26 00:16:15,463 INFO [train.py:927] (5/8) Epoch 10, batch 3300, giga_loss[loss=0.1919, simple_loss=0.2784, pruned_loss=0.0527, over 12375.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03989, over 145.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2848, pruned_loss=0.05925, over 2472735.81 frames. utt_duration=583.1 frames, utt_pad_proportion=0.0575, over 17005.20 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2894, pruned_loss=0.05659, over 1996554.23 frames. utt_duration=1252 frames, utt_pad_proportion=0.06654, over 6388.31 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2853, pruned_loss=0.05997, over 2473936.12 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05892, over 18331.91 utterances.], batch size: 145, lr: 3.73e-04
2022-08-26 00:17:57,633 INFO [train.py:927] (5/8) Epoch 10, batch 3350, giga_loss[loss=0.1877, simple_loss=0.2667, pruned_loss=0.05432, over 12458.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03618, over 37.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2853, pruned_loss=0.05933, over 2472774.43 frames. utt_duration=591 frames, utt_pad_proportion=0.05617, over 16779.72 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2896, pruned_loss=0.05665, over 2019287.58 frames. utt_duration=1247 frames, utt_pad_proportion=0.06942, over 6486.55 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2854, pruned_loss=0.06001, over 2474254.50 frames. utt_duration=543.9 frames, utt_pad_proportion=0.05643, over 18245.76 utterances.], batch size: 37, lr: 3.73e-04
2022-08-26 00:19:36,506 INFO [train.py:927] (5/8) Epoch 10, batch 3400, giga_loss[loss=0.2269, simple_loss=0.3069, pruned_loss=0.07344, over 12405.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02511, over 91.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2873, pruned_loss=0.06007, over 2473027.30 frames. utt_duration=609.2 frames, utt_pad_proportion=0.05245, over 16276.75 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2901, pruned_loss=0.05709, over 2030588.99 frames. utt_duration=1246 frames, utt_pad_proportion=0.06883, over 6525.34 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2869, pruned_loss=0.06035, over 2474155.96 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05295, over 17627.36 utterances.], batch size: 91, lr: 3.73e-04
2022-08-26 00:21:17,914 INFO [train.py:927] (5/8) Epoch 10, batch 3450, giga_loss[loss=0.2186, simple_loss=0.2971, pruned_loss=0.07001, over 12409.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.0372, over 37.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.291, pruned_loss=0.06168, over 2473699.01 frames. utt_duration=599.7 frames, utt_pad_proportion=0.05287, over 16541.35 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2901, pruned_loss=0.05711, over 2034834.95 frames. utt_duration=1249 frames, utt_pad_proportion=0.06823, over 6524.10 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2906, pruned_loss=0.06192, over 2474736.16 frames. utt_duration=561 frames, utt_pad_proportion=0.05337, over 17691.05 utterances.], batch size: 37, lr: 3.73e-04
2022-08-26 00:23:03,348 INFO [train.py:927] (5/8) Epoch 10, batch 3500, giga_loss[loss=0.2521, simple_loss=0.3314, pruned_loss=0.08637, over 12421.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.03, over 122.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2946, pruned_loss=0.06414, over 2473970.21 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05636, over 16893.39 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2898, pruned_loss=0.05682, over 2043520.33 frames. utt_duration=1257 frames, utt_pad_proportion=0.06732, over 6508.71 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2947, pruned_loss=0.06465, over 2474833.58 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05677, over 18011.20 utterances.], batch size: 122, lr: 3.73e-04
2022-08-26 00:24:43,407 INFO [train.py:927] (5/8) Epoch 10, batch 3550, giga_loss[loss=0.2037, simple_loss=0.2914, pruned_loss=0.05806, over 12246.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02524, over 45.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3012, pruned_loss=0.06822, over 2473612.62 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06119, over 17954.14 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2902, pruned_loss=0.05724, over 2053976.12 frames. utt_duration=1254 frames, utt_pad_proportion=0.06705, over 6557.73 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3011, pruned_loss=0.06854, over 2474450.25 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06126, over 19046.74 utterances.], batch size: 45, lr: 3.73e-04
2022-08-26 00:26:24,465 INFO [train.py:927] (5/8) Epoch 10, batch 3600, giga_loss[loss=0.2346, simple_loss=0.326, pruned_loss=0.07164, over 12390.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02846, over 58.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.308, pruned_loss=0.07393, over 2474120.65 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06628, over 19082.99 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2905, pruned_loss=0.05742, over 2058225.38 frames. utt_duration=1254 frames, utt_pad_proportion=0.06653, over 6573.14 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3078, pruned_loss=0.07415, over 2474726.02 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06622, over 20027.49 utterances.], batch size: 58, lr: 3.73e-04
2022-08-26 00:28:07,933 INFO [train.py:927] (5/8) Epoch 10, batch 3650, giga_loss[loss=0.231, simple_loss=0.3139, pruned_loss=0.07405, over 12379.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03504, over 122.00 utterances.], tot_loss[loss=0.236, simple_loss=0.314, pruned_loss=0.07903, over 2474280.60 frames. utt_duration=492 frames, utt_pad_proportion=0.07021, over 20177.23 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2903, pruned_loss=0.0574, over 2064366.43 frames. utt_duration=1253 frames, utt_pad_proportion=0.06644, over 6600.41 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3143, pruned_loss=0.07949, over 2474824.66 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07007, over 21075.28 utterances.], batch size: 122, lr: 3.73e-04
2022-08-26 00:29:50,615 INFO [train.py:927] (5/8) Epoch 10, batch 3700, giga_loss[loss=0.3489, simple_loss=0.3984, pruned_loss=0.1497, over 12418.00 frames. utt_duration=271.4 frames, utt_pad_proportion=0.0672, over 184.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3178, pruned_loss=0.08213, over 2474604.00 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07095, over 20331.14 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.291, pruned_loss=0.05788, over 2088095.52 frames. utt_duration=1245 frames, utt_pad_proportion=0.06922, over 6716.66 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3188, pruned_loss=0.08337, over 2475236.84 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07001, over 21702.09 utterances.], batch size: 184, lr: 3.73e-04
2022-08-26 00:31:41,055 INFO [train.py:927] (5/8) Epoch 10, batch 3750, giga_loss[loss=0.2809, simple_loss=0.3591, pruned_loss=0.1013, over 12156.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03502, over 30.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3256, pruned_loss=0.08893, over 2474928.02 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08058, over 22230.13 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2912, pruned_loss=0.05798, over 2092046.63 frames. utt_duration=1231 frames, utt_pad_proportion=0.07296, over 6805.44 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3265, pruned_loss=0.09008, over 2475341.40 frames. utt_duration=425.3 frames, utt_pad_proportion=0.07851, over 23360.85 utterances.], batch size: 30, lr: 3.72e-04
2022-08-26 00:33:26,876 INFO [train.py:927] (5/8) Epoch 10, batch 3800, giga_loss[loss=0.2066, simple_loss=0.2977, pruned_loss=0.05779, over 12379.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04379, over 26.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3261, pruned_loss=0.09036, over 2474943.89 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08313, over 22598.46 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.291, pruned_loss=0.05795, over 2099426.72 frames. utt_duration=1236 frames, utt_pad_proportion=0.0717, over 6802.33 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3276, pruned_loss=0.09186, over 2475455.60 frames. utt_duration=417.9 frames, utt_pad_proportion=0.0818, over 23779.71 utterances.], batch size: 26, lr: 3.72e-04
2022-08-26 00:35:08,953 INFO [train.py:927] (5/8) Epoch 10, batch 3850, giga_loss[loss=0.2273, simple_loss=0.3207, pruned_loss=0.06695, over 12382.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03001, over 62.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3254, pruned_loss=0.08899, over 2474724.29 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07763, over 21455.74 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2907, pruned_loss=0.05762, over 2113667.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.07031, over 6842.42 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3281, pruned_loss=0.09162, over 2475616.95 frames. utt_duration=433.3 frames, utt_pad_proportion=0.0773, over 22930.97 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 00:36:55,385 INFO [train.py:927] (5/8) Epoch 10, batch 3900, giga_loss[loss=0.2276, simple_loss=0.3098, pruned_loss=0.07269, over 12346.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03249, over 62.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3269, pruned_loss=0.08901, over 2474426.75 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07423, over 20860.14 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2908, pruned_loss=0.05758, over 2122364.82 frames. utt_duration=1243 frames, utt_pad_proportion=0.06876, over 6837.42 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3298, pruned_loss=0.09183, over 2475368.71 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07462, over 22363.51 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 00:38:41,196 INFO [train.py:927] (5/8) Epoch 10, batch 3950, giga_loss[loss=0.2243, simple_loss=0.3117, pruned_loss=0.06842, over 12407.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03248, over 80.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3247, pruned_loss=0.08639, over 2474689.38 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07433, over 20528.23 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2907, pruned_loss=0.05753, over 2132797.11 frames. utt_duration=1242 frames, utt_pad_proportion=0.06835, over 6879.44 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3281, pruned_loss=0.0895, over 2475437.13 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07487, over 22071.31 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 00:40:27,146 INFO [train.py:927] (5/8) Epoch 10, batch 4000, giga_loss[loss=0.2234, simple_loss=0.3041, pruned_loss=0.07134, over 12399.00 frames. utt_duration=584.7 frames, utt_pad_proportion=0.02705, over 85.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3223, pruned_loss=0.08351, over 2475056.19 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07027, over 20011.51 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2905, pruned_loss=0.05754, over 2144592.18 frames. utt_duration=1249 frames, utt_pad_proportion=0.06644, over 6877.79 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3262, pruned_loss=0.08689, over 2475665.96 frames. utt_duration=458 frames, utt_pad_proportion=0.07159, over 21688.50 utterances.], batch size: 85, lr: 3.72e-04
2022-08-26 00:42:13,261 INFO [train.py:927] (5/8) Epoch 10, batch 4050, giga_loss[loss=0.2529, simple_loss=0.3301, pruned_loss=0.08779, over 12357.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03502, over 104.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3207, pruned_loss=0.08245, over 2474852.09 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07389, over 20928.44 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2903, pruned_loss=0.05742, over 2149111.52 frames. utt_duration=1253 frames, utt_pad_proportion=0.06572, over 6866.65 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3244, pruned_loss=0.08554, over 2475701.73 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07488, over 22443.08 utterances.], batch size: 104, lr: 3.72e-04
2022-08-26 00:44:02,922 INFO [train.py:927] (5/8) Epoch 10, batch 4100, giga_loss[loss=0.2248, simple_loss=0.3057, pruned_loss=0.07195, over 12393.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03851, over 113.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3194, pruned_loss=0.08156, over 2474045.06 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07216, over 20454.06 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2898, pruned_loss=0.05717, over 2159550.89 frames. utt_duration=1260 frames, utt_pad_proportion=0.06385, over 6863.34 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3236, pruned_loss=0.08497, over 2475434.09 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07365, over 22095.20 utterances.], batch size: 113, lr: 3.72e-04
2022-08-26 00:45:53,693 INFO [train.py:927] (5/8) Epoch 10, batch 4150, giga_loss[loss=0.2631, simple_loss=0.351, pruned_loss=0.08755, over 12376.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03543, over 122.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3197, pruned_loss=0.08087, over 2474091.45 frames. utt_duration=482 frames, utt_pad_proportion=0.07104, over 20591.65 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2897, pruned_loss=0.05707, over 2164291.07 frames. utt_duration=1261 frames, utt_pad_proportion=0.06334, over 6874.34 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3234, pruned_loss=0.08398, over 2475142.88 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07249, over 22064.80 utterances.], batch size: 122, lr: 3.72e-04
2022-08-26 00:47:39,372 INFO [train.py:927] (5/8) Epoch 10, batch 4200, giga_loss[loss=0.2561, simple_loss=0.3416, pruned_loss=0.08524, over 12363.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02627, over 66.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3208, pruned_loss=0.0809, over 2474232.73 frames. utt_duration=478 frames, utt_pad_proportion=0.07298, over 20768.61 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2897, pruned_loss=0.05698, over 2171810.17 frames. utt_duration=1261 frames, utt_pad_proportion=0.063, over 6897.56 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3245, pruned_loss=0.08394, over 2475190.82 frames. utt_duration=447 frames, utt_pad_proportion=0.0742, over 22218.75 utterances.], batch size: 66, lr: 3.72e-04
2022-08-26 00:49:24,863 INFO [train.py:927] (5/8) Epoch 10, batch 4250, giga_loss[loss=0.2357, simple_loss=0.3129, pruned_loss=0.07922, over 12387.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02731, over 91.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3198, pruned_loss=0.08036, over 2474688.26 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06775, over 19991.52 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2896, pruned_loss=0.05685, over 2177784.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.06196, over 6889.65 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3234, pruned_loss=0.08333, over 2475487.81 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06941, over 21401.07 utterances.], batch size: 91, lr: 3.72e-04
2022-08-26 00:51:09,991 INFO [train.py:927] (5/8) Epoch 10, batch 4300, giga_loss[loss=0.2324, simple_loss=0.3133, pruned_loss=0.07572, over 12465.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02972, over 55.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3173, pruned_loss=0.07948, over 2474547.50 frames. utt_duration=504.8 frames, utt_pad_proportion=0.0671, over 19663.08 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2897, pruned_loss=0.05693, over 2181979.11 frames. utt_duration=1269 frames, utt_pad_proportion=0.06119, over 6888.37 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3205, pruned_loss=0.08205, over 2475368.13 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06872, over 20936.41 utterances.], batch size: 55, lr: 3.72e-04
2022-08-26 00:52:58,442 INFO [train.py:927] (5/8) Epoch 10, batch 4350, giga_loss[loss=0.2337, simple_loss=0.3328, pruned_loss=0.06728, over 12368.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.0321, over 62.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.317, pruned_loss=0.07822, over 2474397.15 frames. utt_duration=515 frames, utt_pad_proportion=0.06545, over 19271.78 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2898, pruned_loss=0.05697, over 2187717.78 frames. utt_duration=1271 frames, utt_pad_proportion=0.06009, over 6894.61 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3199, pruned_loss=0.08062, over 2475103.08 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06722, over 20504.18 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 00:54:46,718 INFO [train.py:927] (5/8) Epoch 10, batch 4400, giga_loss[loss=0.2429, simple_loss=0.3183, pruned_loss=0.08381, over 12410.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02292, over 48.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3172, pruned_loss=0.07926, over 2474677.99 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07238, over 20541.03 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2899, pruned_loss=0.05693, over 2190748.01 frames. utt_duration=1273 frames, utt_pad_proportion=0.05959, over 6889.68 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3197, pruned_loss=0.08138, over 2475077.52 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07357, over 21632.39 utterances.], batch size: 48, lr: 3.72e-04
2022-08-26 00:56:31,031 INFO [train.py:927] (5/8) Epoch 10, batch 4450, giga_loss[loss=0.2092, simple_loss=0.2866, pruned_loss=0.06591, over 12377.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04987, over 34.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3157, pruned_loss=0.07919, over 2474231.84 frames. utt_duration=489.6 frames, utt_pad_proportion=0.0711, over 20274.79 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2901, pruned_loss=0.05692, over 2197463.19 frames. utt_duration=1271 frames, utt_pad_proportion=0.05897, over 6921.83 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3181, pruned_loss=0.08139, over 2474840.58 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07244, over 21423.06 utterances.], batch size: 34, lr: 3.72e-04
2022-08-26 00:58:16,469 INFO [train.py:927] (5/8) Epoch 10, batch 4500, giga_loss[loss=0.2284, simple_loss=0.2955, pruned_loss=0.08065, over 12406.00 frames. utt_duration=585.1 frames, utt_pad_proportion=0.0249, over 85.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3145, pruned_loss=0.07898, over 2474510.84 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06997, over 20205.05 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2901, pruned_loss=0.05684, over 2202786.66 frames. utt_duration=1274 frames, utt_pad_proportion=0.05794, over 6925.41 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3169, pruned_loss=0.08117, over 2475128.24 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07146, over 21346.20 utterances.], batch size: 85, lr: 3.72e-04
2022-08-26 01:00:03,294 INFO [train.py:927] (5/8) Epoch 10, batch 4550, giga_loss[loss=0.2512, simple_loss=0.3206, pruned_loss=0.0909, over 12382.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05944, over 182.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.07929, over 2474577.88 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06701, over 20137.97 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.291, pruned_loss=0.05721, over 2206927.43 frames. utt_duration=1258 frames, utt_pad_proportion=0.06263, over 7023.44 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3155, pruned_loss=0.08102, over 2474981.52 frames. utt_duration=470 frames, utt_pad_proportion=0.06687, over 21129.11 utterances.], batch size: 182, lr: 3.72e-04
2022-08-26 01:01:47,639 INFO [train.py:927] (5/8) Epoch 10, batch 4600, giga_loss[loss=0.2303, simple_loss=0.3069, pruned_loss=0.07684, over 12209.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03389, over 42.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3134, pruned_loss=0.0783, over 2474004.65 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06924, over 19738.80 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.291, pruned_loss=0.0572, over 2214988.23 frames. utt_duration=1249 frames, utt_pad_proportion=0.06648, over 7101.58 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3151, pruned_loss=0.08029, over 2474185.43 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06792, over 20815.49 utterances.], batch size: 42, lr: 3.72e-04
2022-08-26 01:03:31,513 INFO [train.py:927] (5/8) Epoch 10, batch 4650, giga_loss[loss=0.2327, simple_loss=0.3147, pruned_loss=0.07536, over 12448.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03472, over 123.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3135, pruned_loss=0.07785, over 2473935.18 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07367, over 20327.46 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2913, pruned_loss=0.05735, over 2220110.43 frames. utt_duration=1247 frames, utt_pad_proportion=0.06652, over 7129.33 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3151, pruned_loss=0.0797, over 2474085.43 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07252, over 21387.62 utterances.], batch size: 123, lr: 3.72e-04
2022-08-26 01:05:18,796 INFO [train.py:927] (5/8) Epoch 10, batch 4700, giga_loss[loss=0.2567, simple_loss=0.3306, pruned_loss=0.09137, over 12445.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03179, over 75.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3157, pruned_loss=0.08014, over 2473523.36 frames. utt_duration=475 frames, utt_pad_proportion=0.07615, over 20892.60 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2912, pruned_loss=0.05722, over 2224933.47 frames. utt_duration=1251 frames, utt_pad_proportion=0.06558, over 7120.78 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3174, pruned_loss=0.08209, over 2473844.25 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07547, over 21986.67 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 01:07:08,880 INFO [train.py:927] (5/8) Epoch 10, batch 4750, giga_loss[loss=0.2275, simple_loss=0.3036, pruned_loss=0.07567, over 12262.00 frames. utt_duration=963.4 frames, utt_pad_proportion=0.03953, over 51.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3167, pruned_loss=0.08216, over 2473260.84 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07788, over 20772.11 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2918, pruned_loss=0.05755, over 2231119.98 frames. utt_duration=1228 frames, utt_pad_proportion=0.07227, over 7273.86 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3182, pruned_loss=0.08397, over 2473489.76 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07552, over 21806.82 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 01:08:54,063 INFO [train.py:927] (5/8) Epoch 10, batch 4800, giga_loss[loss=0.2151, simple_loss=0.2919, pruned_loss=0.06914, over 12382.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03003, over 97.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3169, pruned_loss=0.08291, over 2472766.57 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07845, over 20901.51 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2918, pruned_loss=0.05757, over 2236562.11 frames. utt_duration=1233 frames, utt_pad_proportion=0.07079, over 7265.14 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3186, pruned_loss=0.0849, over 2473438.32 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07707, over 22042.11 utterances.], batch size: 97, lr: 3.72e-04
2022-08-26 01:10:37,204 INFO [train.py:927] (5/8) Epoch 10, batch 4850, giga_loss[loss=0.2096, simple_loss=0.2954, pruned_loss=0.06192, over 12425.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03116, over 80.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3167, pruned_loss=0.08203, over 2473141.11 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07688, over 21010.53 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2919, pruned_loss=0.05768, over 2242452.73 frames. utt_duration=1234 frames, utt_pad_proportion=0.06963, over 7275.39 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3185, pruned_loss=0.0841, over 2473652.24 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07627, over 22225.16 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 01:12:22,291 INFO [train.py:927] (5/8) Epoch 10, batch 4900, giga_loss[loss=0.2351, simple_loss=0.3073, pruned_loss=0.08143, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0399, over 113.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.316, pruned_loss=0.08165, over 2473356.75 frames. utt_duration=453.2 frames, utt_pad_proportion=0.08094, over 21901.90 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2923, pruned_loss=0.0579, over 2245644.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.07324, over 7342.51 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3175, pruned_loss=0.08344, over 2474000.28 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07947, over 23008.82 utterances.], batch size: 113, lr: 3.72e-04
2022-08-26 01:14:07,060 INFO [train.py:927] (5/8) Epoch 10, batch 4950, giga_loss[loss=0.228, simple_loss=0.3031, pruned_loss=0.07646, over 12324.00 frames. utt_duration=625.3 frames, utt_pad_proportion=0.02897, over 79.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3153, pruned_loss=0.08167, over 2474423.72 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07658, over 21157.80 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.292, pruned_loss=0.05798, over 2252059.92 frames. utt_duration=1232 frames, utt_pad_proportion=0.07164, over 7319.66 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3173, pruned_loss=0.08368, over 2475268.20 frames. utt_duration=442.4 frames, utt_pad_proportion=0.0761, over 22456.18 utterances.], batch size: 79, lr: 3.72e-04
2022-08-26 01:15:54,474 INFO [train.py:927] (5/8) Epoch 10, batch 5000, libri_loss[loss=0.1916, simple_loss=0.2744, pruned_loss=0.05439, over 12191.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007464, over 30.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.317, pruned_loss=0.08162, over 2474219.27 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07285, over 20479.69 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2921, pruned_loss=0.05804, over 2256359.59 frames. utt_duration=1235 frames, utt_pad_proportion=0.07045, over 7316.23 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.319, pruned_loss=0.08362, over 2475005.68 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07303, over 21768.62 utterances.], batch size: 30, lr: 3.72e-04
2022-08-26 01:17:37,450 INFO [train.py:927] (5/8) Epoch 10, batch 5050, giga_loss[loss=0.2382, simple_loss=0.3217, pruned_loss=0.07739, over 12383.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03492, over 122.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3177, pruned_loss=0.08052, over 2473911.61 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07524, over 20671.52 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2922, pruned_loss=0.05803, over 2262425.84 frames. utt_duration=1234 frames, utt_pad_proportion=0.0698, over 7345.19 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3199, pruned_loss=0.08275, over 2474905.28 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07555, over 22040.60 utterances.], batch size: 122, lr: 3.71e-04
2022-08-26 01:19:20,065 INFO [train.py:927] (5/8) Epoch 10, batch 5100, giga_loss[loss=0.2598, simple_loss=0.3279, pruned_loss=0.09581, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02848, over 48.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3191, pruned_loss=0.08152, over 2472977.86 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07354, over 20309.58 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2923, pruned_loss=0.05814, over 2269268.15 frames. utt_duration=1241 frames, utt_pad_proportion=0.06798, over 7325.46 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3216, pruned_loss=0.08393, over 2474153.45 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07449, over 21832.98 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 01:21:06,911 INFO [train.py:927] (5/8) Epoch 10, batch 5150, giga_loss[loss=0.2441, simple_loss=0.3169, pruned_loss=0.08571, over 12383.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03768, over 113.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3193, pruned_loss=0.08295, over 2472489.99 frames. utt_duration=471.7 frames, utt_pad_proportion=0.08203, over 21032.95 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2929, pruned_loss=0.05817, over 2275507.81 frames. utt_duration=1240 frames, utt_pad_proportion=0.06642, over 7346.51 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3215, pruned_loss=0.08546, over 2473250.41 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08272, over 22568.85 utterances.], batch size: 113, lr: 3.71e-04
2022-08-26 01:22:52,373 INFO [train.py:927] (5/8) Epoch 10, batch 5200, giga_loss[loss=0.2274, simple_loss=0.3105, pruned_loss=0.07214, over 12277.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02683, over 45.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3182, pruned_loss=0.08282, over 2472308.00 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07747, over 20668.05 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2928, pruned_loss=0.05813, over 2278223.97 frames. utt_duration=1237 frames, utt_pad_proportion=0.06656, over 7374.29 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3203, pruned_loss=0.08515, over 2473103.24 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07832, over 22032.91 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 01:24:37,752 INFO [train.py:927] (5/8) Epoch 10, batch 5250, giga_loss[loss=0.2424, simple_loss=0.3163, pruned_loss=0.08421, over 12400.00 frames. utt_duration=404.6 frames, utt_pad_proportion=0.03889, over 123.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3178, pruned_loss=0.08299, over 2472130.69 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07477, over 20435.70 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05806, over 2280932.80 frames. utt_duration=1235 frames, utt_pad_proportion=0.06661, over 7395.42 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3197, pruned_loss=0.08521, over 2472925.18 frames. utt_duration=458 frames, utt_pad_proportion=0.07561, over 21667.90 utterances.], batch size: 123, lr: 3.71e-04
2022-08-26 01:26:21,741 INFO [train.py:927] (5/8) Epoch 10, batch 5300, giga_loss[loss=0.2412, simple_loss=0.3199, pruned_loss=0.08123, over 12378.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04599, over 146.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3167, pruned_loss=0.083, over 2471325.55 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07543, over 20224.46 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2931, pruned_loss=0.05816, over 2283809.07 frames. utt_duration=1225 frames, utt_pad_proportion=0.06995, over 7464.57 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3183, pruned_loss=0.085, over 2471911.73 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07494, over 21302.72 utterances.], batch size: 146, lr: 3.71e-04
2022-08-26 01:28:05,056 INFO [train.py:927] (5/8) Epoch 10, batch 5350, giga_loss[loss=0.246, simple_loss=0.3246, pruned_loss=0.08368, over 12432.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05086, over 162.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3165, pruned_loss=0.08212, over 2472082.90 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07136, over 20059.05 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2924, pruned_loss=0.05783, over 2292038.67 frames. utt_duration=1235 frames, utt_pad_proportion=0.06742, over 7430.33 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3193, pruned_loss=0.08499, over 2472581.94 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07202, over 21469.02 utterances.], batch size: 162, lr: 3.71e-04
2022-08-26 01:29:52,772 INFO [train.py:927] (5/8) Epoch 10, batch 5400, giga_loss[loss=0.2445, simple_loss=0.3117, pruned_loss=0.08863, over 12415.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03235, over 80.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3156, pruned_loss=0.08164, over 2472740.37 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06882, over 19553.54 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2921, pruned_loss=0.05778, over 2296063.25 frames. utt_duration=1237 frames, utt_pad_proportion=0.06704, over 7436.32 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3186, pruned_loss=0.0845, over 2473534.61 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06966, over 20944.03 utterances.], batch size: 80, lr: 3.71e-04
2022-08-26 01:31:39,759 INFO [train.py:927] (5/8) Epoch 10, batch 5450, libri_loss[loss=0.1595, simple_loss=0.2453, pruned_loss=0.03681, over 12222.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.0424, over 27.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3165, pruned_loss=0.08045, over 2473295.44 frames. utt_duration=510.6 frames, utt_pad_proportion=0.07057, over 19433.10 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2916, pruned_loss=0.0575, over 2302133.09 frames. utt_duration=1246 frames, utt_pad_proportion=0.06542, over 7397.49 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3203, pruned_loss=0.08376, over 2473994.52 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07167, over 20981.52 utterances.], batch size: 27, lr: 3.71e-04
2022-08-26 01:33:23,305 INFO [train.py:927] (5/8) Epoch 10, batch 5500, giga_loss[loss=0.2423, simple_loss=0.3291, pruned_loss=0.07775, over 12333.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02987, over 48.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3202, pruned_loss=0.08173, over 2473179.70 frames. utt_duration=498 frames, utt_pad_proportion=0.0737, over 19922.98 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2918, pruned_loss=0.05755, over 2305488.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.0652, over 7435.43 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3234, pruned_loss=0.08472, over 2473760.25 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07446, over 21331.86 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 01:35:07,501 INFO [train.py:927] (5/8) Epoch 10, batch 5550, giga_loss[loss=0.2467, simple_loss=0.3226, pruned_loss=0.08543, over 12460.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03665, over 105.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3222, pruned_loss=0.08326, over 2472473.74 frames. utt_duration=493 frames, utt_pad_proportion=0.0722, over 20121.73 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2921, pruned_loss=0.05766, over 2308521.09 frames. utt_duration=1245 frames, utt_pad_proportion=0.06411, over 7428.73 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.325, pruned_loss=0.08601, over 2473221.09 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07326, over 21479.62 utterances.], batch size: 105, lr: 3.71e-04
2022-08-26 01:36:52,008 INFO [train.py:927] (5/8) Epoch 10, batch 5600, giga_loss[loss=0.332, simple_loss=0.3746, pruned_loss=0.1446, over 12382.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3215, pruned_loss=0.08285, over 2472396.12 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07007, over 19819.75 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2923, pruned_loss=0.05762, over 2317057.67 frames. utt_duration=1247 frames, utt_pad_proportion=0.06219, over 7439.25 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3252, pruned_loss=0.08641, over 2473272.12 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07179, over 21545.36 utterances.], batch size: 258, lr: 3.71e-04
2022-08-26 01:38:35,931 INFO [train.py:927] (5/8) Epoch 10, batch 5650, giga_loss[loss=0.2456, simple_loss=0.3386, pruned_loss=0.07627, over 12408.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.02424, over 66.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3208, pruned_loss=0.08095, over 2473065.29 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06873, over 19752.55 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2921, pruned_loss=0.05759, over 2319935.21 frames. utt_duration=1251 frames, utt_pad_proportion=0.06117, over 7425.55 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3244, pruned_loss=0.08425, over 2473982.40 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07059, over 21361.32 utterances.], batch size: 66, lr: 3.71e-04
2022-08-26 01:40:22,121 INFO [train.py:927] (5/8) Epoch 10, batch 5700, giga_loss[loss=0.2422, simple_loss=0.3232, pruned_loss=0.08065, over 12391.00 frames. utt_duration=343.4 frames, utt_pad_proportion=0.03811, over 145.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3213, pruned_loss=0.08126, over 2473481.45 frames. utt_duration=480 frames, utt_pad_proportion=0.07454, over 20675.92 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2919, pruned_loss=0.05742, over 2321992.02 frames. utt_duration=1256 frames, utt_pad_proportion=0.06058, over 7406.23 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3247, pruned_loss=0.08429, over 2474399.56 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07578, over 22120.65 utterances.], batch size: 145, lr: 3.71e-04
2022-08-26 01:42:06,379 INFO [train.py:927] (5/8) Epoch 10, batch 5750, giga_loss[loss=0.2351, simple_loss=0.3068, pruned_loss=0.08175, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03409, over 40.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3199, pruned_loss=0.08056, over 2473100.11 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07454, over 20232.42 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2923, pruned_loss=0.05763, over 2327701.84 frames. utt_duration=1238 frames, utt_pad_proportion=0.06524, over 7529.26 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3232, pruned_loss=0.0836, over 2473359.97 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07422, over 21705.48 utterances.], batch size: 40, lr: 3.71e-04
2022-08-26 01:43:51,844 INFO [train.py:927] (5/8) Epoch 10, batch 5800, giga_loss[loss=0.2836, simple_loss=0.3342, pruned_loss=0.1165, over 12364.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1971, over 366.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3197, pruned_loss=0.08195, over 2473493.58 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07831, over 21064.73 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2923, pruned_loss=0.05758, over 2328378.33 frames. utt_duration=1239 frames, utt_pad_proportion=0.06495, over 7526.61 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3224, pruned_loss=0.08448, over 2473748.24 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07797, over 22281.22 utterances.], batch size: 366, lr: 3.71e-04
2022-08-26 01:45:36,449 INFO [train.py:927] (5/8) Epoch 10, batch 5850, giga_loss[loss=0.2362, simple_loss=0.3141, pruned_loss=0.07916, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02633, over 48.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.319, pruned_loss=0.08267, over 2473351.98 frames. utt_duration=458.8 frames, utt_pad_proportion=0.08204, over 21634.62 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2928, pruned_loss=0.05776, over 2331225.89 frames. utt_duration=1242 frames, utt_pad_proportion=0.06388, over 7517.15 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3212, pruned_loss=0.08499, over 2473594.61 frames. utt_duration=434 frames, utt_pad_proportion=0.08206, over 22873.83 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 01:47:15,302 INFO [train.py:927] (5/8) Epoch 10, batch 5900, giga_loss[loss=0.2102, simple_loss=0.2969, pruned_loss=0.06172, over 12402.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05095, over 161.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3161, pruned_loss=0.07969, over 2474008.88 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07581, over 21089.13 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05775, over 2334405.69 frames. utt_duration=1245 frames, utt_pad_proportion=0.0627, over 7507.27 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3183, pruned_loss=0.08207, over 2474528.52 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07662, over 22398.14 utterances.], batch size: 161, lr: 3.71e-04
2022-08-26 01:49:02,768 INFO [train.py:927] (5/8) Epoch 10, batch 5950, giga_loss[loss=0.1938, simple_loss=0.2764, pruned_loss=0.05555, over 12338.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03368, over 51.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.313, pruned_loss=0.07744, over 2473673.99 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07486, over 20473.11 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05782, over 2336359.46 frames. utt_duration=1249 frames, utt_pad_proportion=0.06196, over 7492.74 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3151, pruned_loss=0.07953, over 2474207.43 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07586, over 21704.40 utterances.], batch size: 51, lr: 3.71e-04
2022-08-26 01:50:50,348 INFO [train.py:927] (5/8) Epoch 10, batch 6000, giga_loss[loss=0.2664, simple_loss=0.3367, pruned_loss=0.09807, over 12420.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.0548, over 162.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3107, pruned_loss=0.0774, over 2473832.21 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07802, over 21116.93 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.293, pruned_loss=0.05781, over 2338804.56 frames. utt_duration=1254 frames, utt_pad_proportion=0.06104, over 7469.05 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3126, pruned_loss=0.07942, over 2474493.38 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07898, over 22350.47 utterances.], batch size: 162, lr: 3.71e-04
2022-08-26 01:50:50,349 INFO [train.py:958] (5/8) Computing validation loss
2022-08-26 01:51:05,482 INFO [train.py:967] (5/8) 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 01:52:50,432 INFO [train.py:927] (5/8) Epoch 10, batch 6050, libri_loss[loss=0.2085, simple_loss=0.3002, pruned_loss=0.05837, over 12460.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005304, over 35.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.311, pruned_loss=0.07724, over 2474033.57 frames. utt_duration=474.8 frames, utt_pad_proportion=0.08157, over 20909.03 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2935, pruned_loss=0.05804, over 2342661.03 frames. utt_duration=1244 frames, utt_pad_proportion=0.06454, over 7541.89 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3126, pruned_loss=0.0792, over 2474690.44 frames. utt_duration=447.1 frames, utt_pad_proportion=0.0813, over 22212.74 utterances.], batch size: 35, lr: 3.71e-04
2022-08-26 01:54:35,653 INFO [train.py:927] (5/8) Epoch 10, batch 6100, giga_loss[loss=0.2207, simple_loss=0.303, pruned_loss=0.06923, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02379, over 45.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3117, pruned_loss=0.07757, over 2474323.02 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07481, over 20391.15 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05817, over 2346207.59 frames. utt_duration=1245 frames, utt_pad_proportion=0.06336, over 7546.36 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3132, pruned_loss=0.07947, over 2474583.22 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07544, over 21724.62 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 01:56:19,058 INFO [train.py:927] (5/8) Epoch 10, batch 6150, giga_loss[loss=0.2296, simple_loss=0.3073, pruned_loss=0.07592, over 12402.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03469, over 80.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3105, pruned_loss=0.07691, over 2474184.54 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07225, over 19556.32 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05817, over 2352911.76 frames. utt_duration=1229 frames, utt_pad_proportion=0.06943, over 7666.06 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3131, pruned_loss=0.07942, over 2474537.81 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07127, over 21165.19 utterances.], batch size: 80, lr: 3.71e-04
2022-08-26 01:58:03,542 INFO [train.py:927] (5/8) Epoch 10, batch 6200, giga_loss[loss=0.1876, simple_loss=0.2725, pruned_loss=0.05137, over 12205.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.03908, over 28.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3117, pruned_loss=0.07721, over 2473825.69 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06987, over 19218.70 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2926, pruned_loss=0.05792, over 2356770.56 frames. utt_duration=1238 frames, utt_pad_proportion=0.0676, over 7626.18 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3147, pruned_loss=0.08002, over 2474410.56 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06981, over 20906.55 utterances.], batch size: 28, lr: 3.71e-04
2022-08-26 01:59:45,815 INFO [train.py:927] (5/8) Epoch 10, batch 6250, giga_loss[loss=0.299, simple_loss=0.3559, pruned_loss=0.121, over 12409.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06842, over 211.00 utterances.], tot_loss[loss=0.236, simple_loss=0.314, pruned_loss=0.07904, over 2473862.98 frames. utt_duration=518.5 frames, utt_pad_proportion=0.0661, over 19140.36 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2927, pruned_loss=0.05788, over 2361026.02 frames. utt_duration=1244 frames, utt_pad_proportion=0.06544, over 7603.67 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3171, pruned_loss=0.08206, over 2474626.85 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06707, over 20936.92 utterances.], batch size: 211, lr: 3.71e-04
2022-08-26 02:01:33,976 INFO [train.py:927] (5/8) Epoch 10, batch 6300, giga_loss[loss=0.2285, simple_loss=0.3141, pruned_loss=0.07143, over 12458.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03475, over 105.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3164, pruned_loss=0.07962, over 2474862.27 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06501, over 19732.13 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05784, over 2362292.48 frames. utt_duration=1240 frames, utt_pad_proportion=0.06572, over 7629.64 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3189, pruned_loss=0.08222, over 2475344.87 frames. utt_duration=468 frames, utt_pad_proportion=0.06574, over 21222.81 utterances.], batch size: 105, lr: 3.71e-04
2022-08-26 02:03:18,846 INFO [train.py:927] (5/8) Epoch 10, batch 6350, giga_loss[loss=0.2431, simple_loss=0.3256, pruned_loss=0.08035, over 12392.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05125, over 161.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3177, pruned_loss=0.08122, over 2474972.30 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06899, over 20933.99 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2926, pruned_loss=0.05769, over 2365241.49 frames. utt_duration=1248 frames, utt_pad_proportion=0.06431, over 7589.26 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3206, pruned_loss=0.08399, over 2475701.12 frames. utt_duration=441.8 frames, utt_pad_proportion=0.06969, over 22486.87 utterances.], batch size: 161, lr: 3.71e-04
2022-08-26 02:05:04,455 INFO [train.py:927] (5/8) Epoch 10, batch 6400, giga_loss[loss=0.231, simple_loss=0.3109, pruned_loss=0.07558, over 12358.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04028, over 145.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.317, pruned_loss=0.08091, over 2475780.54 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06656, over 21013.54 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2922, pruned_loss=0.05762, over 2368872.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.06278, over 7562.92 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3203, pruned_loss=0.08386, over 2476022.52 frames. utt_duration=438.4 frames, utt_pad_proportion=0.06779, over 22667.22 utterances.], batch size: 145, lr: 3.70e-04
2022-08-26 02:06:47,656 INFO [train.py:927] (5/8) Epoch 10, batch 6450, libri_loss[loss=0.2192, simple_loss=0.3071, pruned_loss=0.06559, over 12380.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009903, over 38.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3158, pruned_loss=0.08066, over 2475697.60 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06789, over 20861.41 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2922, pruned_loss=0.05754, over 2372146.38 frames. utt_duration=1253 frames, utt_pad_proportion=0.06239, over 7584.43 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3193, pruned_loss=0.08386, over 2476273.40 frames. utt_duration=439.5 frames, utt_pad_proportion=0.06898, over 22612.17 utterances.], batch size: 38, lr: 3.70e-04
2022-08-26 02:08:30,533 INFO [train.py:927] (5/8) Epoch 10, batch 6500, giga_loss[loss=0.2378, simple_loss=0.307, pruned_loss=0.08429, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03547, over 40.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3167, pruned_loss=0.08222, over 2474660.04 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07201, over 21337.78 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2923, pruned_loss=0.05753, over 2373548.16 frames. utt_duration=1254 frames, utt_pad_proportion=0.06161, over 7578.72 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3197, pruned_loss=0.08506, over 2475219.29 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07283, over 22896.12 utterances.], batch size: 40, lr: 3.70e-04
2022-08-26 02:10:14,282 INFO [train.py:927] (5/8) Epoch 10, batch 6550, giga_loss[loss=0.2325, simple_loss=0.3099, pruned_loss=0.07755, over 12348.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03265, over 51.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3179, pruned_loss=0.08354, over 2474630.24 frames. utt_duration=461.6 frames, utt_pad_proportion=0.072, over 21511.72 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2922, pruned_loss=0.05754, over 2374074.34 frames. utt_duration=1256 frames, utt_pad_proportion=0.06114, over 7566.96 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3206, pruned_loss=0.08597, over 2475489.79 frames. utt_duration=434.5 frames, utt_pad_proportion=0.0728, over 22864.19 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:11:58,594 INFO [train.py:927] (5/8) Epoch 10, batch 6600, giga_loss[loss=0.2319, simple_loss=0.312, pruned_loss=0.07597, over 12358.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.0281, over 66.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3181, pruned_loss=0.08374, over 2474643.71 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07567, over 21514.19 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2925, pruned_loss=0.05768, over 2377321.53 frames. utt_duration=1256 frames, utt_pad_proportion=0.05969, over 7579.19 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3207, pruned_loss=0.08639, over 2475521.13 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07667, over 23030.77 utterances.], batch size: 66, lr: 3.70e-04
2022-08-26 02:13:45,345 INFO [train.py:927] (5/8) Epoch 10, batch 6650, giga_loss[loss=0.25, simple_loss=0.327, pruned_loss=0.08653, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03344, over 80.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3184, pruned_loss=0.0842, over 2474106.62 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07519, over 21688.41 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2922, pruned_loss=0.05755, over 2378490.65 frames. utt_duration=1260 frames, utt_pad_proportion=0.05902, over 7561.60 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.321, pruned_loss=0.08672, over 2475038.70 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07623, over 23074.81 utterances.], batch size: 80, lr: 3.70e-04
2022-08-26 02:15:29,562 INFO [train.py:927] (5/8) Epoch 10, batch 6700, libri_loss[loss=0.1973, simple_loss=0.2833, pruned_loss=0.05562, over 12334.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.005698, over 33.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3184, pruned_loss=0.08394, over 2475058.80 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07117, over 21299.71 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2921, pruned_loss=0.05763, over 2382211.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.05718, over 7534.62 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3216, pruned_loss=0.0869, over 2475844.23 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07298, over 22967.72 utterances.], batch size: 33, lr: 3.70e-04
2022-08-26 02:17:22,320 INFO [train.py:927] (5/8) Epoch 10, batch 6750, giga_loss[loss=0.2343, simple_loss=0.3176, pruned_loss=0.07552, over 12376.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.02999, over 62.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3205, pruned_loss=0.08566, over 2474716.97 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07154, over 21759.34 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2926, pruned_loss=0.05778, over 2383713.34 frames. utt_duration=1262 frames, utt_pad_proportion=0.05732, over 7564.46 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3231, pruned_loss=0.08825, over 2475223.93 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07296, over 23236.47 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 02:19:06,148 INFO [train.py:927] (5/8) Epoch 10, batch 6800, giga_loss[loss=0.2391, simple_loss=0.3196, pruned_loss=0.07932, over 12426.00 frames. utt_duration=579.6 frames, utt_pad_proportion=0.03558, over 86.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3216, pruned_loss=0.08591, over 2473802.20 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07547, over 21942.33 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2928, pruned_loss=0.05801, over 2384655.46 frames. utt_duration=1262 frames, utt_pad_proportion=0.05695, over 7566.08 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3237, pruned_loss=0.08811, over 2474544.82 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07655, over 23290.04 utterances.], batch size: 86, lr: 3.70e-04
2022-08-26 02:20:50,269 INFO [train.py:927] (5/8) Epoch 10, batch 6850, libri_loss[loss=0.1868, simple_loss=0.2764, pruned_loss=0.04862, over 12302.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006134, over 35.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3214, pruned_loss=0.08587, over 2473666.55 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07505, over 22417.69 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05802, over 2386277.98 frames. utt_duration=1264 frames, utt_pad_proportion=0.05611, over 7562.83 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3235, pruned_loss=0.08814, over 2474403.39 frames. utt_duration=417.9 frames, utt_pad_proportion=0.07628, over 23765.40 utterances.], batch size: 35, lr: 3.70e-04
2022-08-26 02:22:30,864 INFO [train.py:927] (5/8) Epoch 10, batch 6900, giga_loss[loss=0.239, simple_loss=0.3214, pruned_loss=0.07825, over 12258.00 frames. utt_duration=962.9 frames, utt_pad_proportion=0.03906, over 51.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3205, pruned_loss=0.08492, over 2473556.67 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07058, over 21412.00 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2924, pruned_loss=0.05782, over 2388001.54 frames. utt_duration=1269 frames, utt_pad_proportion=0.05508, over 7536.03 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3233, pruned_loss=0.0875, over 2474528.24 frames. utt_duration=435 frames, utt_pad_proportion=0.07225, over 22830.95 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:24:17,836 INFO [train.py:927] (5/8) Epoch 10, batch 6950, giga_loss[loss=0.2501, simple_loss=0.3301, pruned_loss=0.08507, over 12404.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04386, over 146.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3206, pruned_loss=0.08533, over 2473839.40 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06796, over 21196.90 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2925, pruned_loss=0.05786, over 2390777.44 frames. utt_duration=1257 frames, utt_pad_proportion=0.05867, over 7615.38 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3235, pruned_loss=0.0882, over 2474747.85 frames. utt_duration=437.8 frames, utt_pad_proportion=0.06847, over 22684.85 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 02:26:01,341 INFO [train.py:927] (5/8) Epoch 10, batch 7000, giga_loss[loss=0.2333, simple_loss=0.322, pruned_loss=0.07233, over 12319.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.02852, over 74.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3207, pruned_loss=0.08597, over 2473372.17 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07314, over 21743.98 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2918, pruned_loss=0.05755, over 2393414.37 frames. utt_duration=1267 frames, utt_pad_proportion=0.05698, over 7567.52 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3247, pruned_loss=0.08955, over 2474690.41 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07388, over 23491.07 utterances.], batch size: 74, lr: 3.70e-04
2022-08-26 02:27:43,188 INFO [train.py:927] (5/8) Epoch 10, batch 7050, giga_loss[loss=0.2348, simple_loss=0.3129, pruned_loss=0.07835, over 12432.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0398, over 114.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3207, pruned_loss=0.08624, over 2473405.58 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07555, over 21880.54 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2912, pruned_loss=0.05724, over 2395695.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05593, over 7529.10 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3252, pruned_loss=0.09013, over 2474536.16 frames. utt_duration=419.1 frames, utt_pad_proportion=0.0764, over 23702.55 utterances.], batch size: 114, lr: 3.70e-04
2022-08-26 02:29:25,509 INFO [train.py:927] (5/8) Epoch 10, batch 7100, giga_loss[loss=0.2677, simple_loss=0.3392, pruned_loss=0.0981, over 12410.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06233, over 183.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3209, pruned_loss=0.086, over 2474423.37 frames. utt_duration=453 frames, utt_pad_proportion=0.07414, over 21922.39 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05725, over 2396771.19 frames. utt_duration=1276 frames, utt_pad_proportion=0.05529, over 7522.18 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3248, pruned_loss=0.08945, over 2475399.98 frames. utt_duration=421.8 frames, utt_pad_proportion=0.07519, over 23558.88 utterances.], batch size: 183, lr: 3.70e-04
2022-08-26 02:31:09,120 INFO [train.py:927] (5/8) Epoch 10, batch 7150, giga_loss[loss=0.236, simple_loss=0.3228, pruned_loss=0.07463, over 12421.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03959, over 123.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.321, pruned_loss=0.08514, over 2474666.39 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07362, over 21976.00 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2919, pruned_loss=0.05747, over 2398824.32 frames. utt_duration=1275 frames, utt_pad_proportion=0.05425, over 7537.21 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3244, pruned_loss=0.08849, over 2475699.95 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07494, over 23680.23 utterances.], batch size: 123, lr: 3.70e-04
2022-08-26 02:32:55,183 INFO [train.py:927] (5/8) Epoch 10, batch 7200, giga_loss[loss=0.1957, simple_loss=0.2686, pruned_loss=0.06134, over 12188.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03554, over 28.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3188, pruned_loss=0.08433, over 2474256.11 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07332, over 21627.74 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2919, pruned_loss=0.05742, over 2399344.52 frames. utt_duration=1276 frames, utt_pad_proportion=0.05384, over 7527.84 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3218, pruned_loss=0.08726, over 2475283.27 frames. utt_duration=430 frames, utt_pad_proportion=0.0746, over 23106.12 utterances.], batch size: 28, lr: 3.70e-04
2022-08-26 02:34:38,229 INFO [train.py:927] (5/8) Epoch 10, batch 7250, libri_loss[loss=0.2047, simple_loss=0.3033, pruned_loss=0.05306, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007398, over 37.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.315, pruned_loss=0.0824, over 2474919.68 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07495, over 21191.69 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2917, pruned_loss=0.05727, over 2401762.22 frames. utt_duration=1282 frames, utt_pad_proportion=0.0526, over 7502.34 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3182, pruned_loss=0.0856, over 2475577.76 frames. utt_duration=436 frames, utt_pad_proportion=0.07646, over 22790.34 utterances.], batch size: 37, lr: 3.70e-04
2022-08-26 02:36:24,507 INFO [train.py:927] (5/8) Epoch 10, batch 7300, giga_loss[loss=0.2355, simple_loss=0.3231, pruned_loss=0.07396, over 12414.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3133, pruned_loss=0.08169, over 2473999.45 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07179, over 20279.66 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2916, pruned_loss=0.05721, over 2404043.28 frames. utt_duration=1288 frames, utt_pad_proportion=0.05115, over 7473.76 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3168, pruned_loss=0.0852, over 2475037.72 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07391, over 22064.80 utterances.], batch size: 133, lr: 3.70e-04
2022-08-26 02:38:10,067 INFO [train.py:927] (5/8) Epoch 10, batch 7350, giga_loss[loss=0.224, simple_loss=0.3111, pruned_loss=0.06843, over 12357.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02913, over 91.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3129, pruned_loss=0.0793, over 2473975.34 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07474, over 21452.01 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2913, pruned_loss=0.05712, over 2405343.81 frames. utt_duration=1291 frames, utt_pad_proportion=0.05037, over 7459.39 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3163, pruned_loss=0.08261, over 2474871.82 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07654, over 23137.19 utterances.], batch size: 91, lr: 3.70e-04
2022-08-26 02:39:52,764 INFO [train.py:927] (5/8) Epoch 10, batch 7400, giga_loss[loss=0.1855, simple_loss=0.2627, pruned_loss=0.05416, over 12336.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.1787, over 357.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3107, pruned_loss=0.07602, over 2474260.65 frames. utt_duration=436 frames, utt_pad_proportion=0.07997, over 22776.08 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2915, pruned_loss=0.05726, over 2407242.75 frames. utt_duration=1277 frames, utt_pad_proportion=0.05463, over 7548.35 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3137, pruned_loss=0.07899, over 2474815.06 frames. utt_duration=408 frames, utt_pad_proportion=0.08019, over 24352.41 utterances.], batch size: 357, lr: 3.70e-04
2022-08-26 02:41:35,654 INFO [train.py:927] (5/8) Epoch 10, batch 7450, giga_loss[loss=0.2167, simple_loss=0.3183, pruned_loss=0.05755, over 12359.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 133.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3075, pruned_loss=0.07309, over 2474055.58 frames. utt_duration=411.9 frames, utt_pad_proportion=0.08488, over 24108.39 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2915, pruned_loss=0.05724, over 2409276.01 frames. utt_duration=1281 frames, utt_pad_proportion=0.05315, over 7529.44 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3105, pruned_loss=0.07607, over 2474762.63 frames. utt_duration=383.9 frames, utt_pad_proportion=0.08534, over 25886.32 utterances.], batch size: 133, lr: 3.70e-04
2022-08-26 02:43:19,381 INFO [train.py:927] (5/8) Epoch 10, batch 7500, giga_loss[loss=0.2423, simple_loss=0.3191, pruned_loss=0.08275, over 12387.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03435, over 80.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3083, pruned_loss=0.07222, over 2474618.61 frames. utt_duration=406.9 frames, utt_pad_proportion=0.08213, over 24411.45 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2915, pruned_loss=0.05724, over 2410011.45 frames. utt_duration=1278 frames, utt_pad_proportion=0.05357, over 7549.01 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3109, pruned_loss=0.07471, over 2475091.37 frames. utt_duration=383 frames, utt_pad_proportion=0.08263, over 25950.68 utterances.], batch size: 80, lr: 3.70e-04
2022-08-26 02:45:04,006 INFO [train.py:927] (5/8) Epoch 10, batch 7550, giga_loss[loss=0.228, simple_loss=0.3026, pruned_loss=0.07665, over 12390.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.306, pruned_loss=0.07034, over 2474439.24 frames. utt_duration=401.8 frames, utt_pad_proportion=0.0816, over 24720.15 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2911, pruned_loss=0.05713, over 2412118.19 frames. utt_duration=1285 frames, utt_pad_proportion=0.05213, over 7519.16 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3089, pruned_loss=0.07289, over 2474930.64 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0826, over 26526.80 utterances.], batch size: 258, lr: 3.70e-04
2022-08-26 02:46:48,137 INFO [train.py:927] (5/8) Epoch 10, batch 7600, giga_loss[loss=0.2172, simple_loss=0.3094, pruned_loss=0.06253, over 12396.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03375, over 80.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3052, pruned_loss=0.06907, over 2475150.04 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07621, over 23977.35 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05726, over 2413907.38 frames. utt_duration=1285 frames, utt_pad_proportion=0.0513, over 7520.41 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3078, pruned_loss=0.07135, over 2475612.72 frames. utt_duration=383.9 frames, utt_pad_proportion=0.0778, over 25892.40 utterances.], batch size: 80, lr: 3.70e-04
2022-08-26 02:48:32,737 INFO [train.py:927] (5/8) Epoch 10, batch 7650, giga_loss[loss=0.1962, simple_loss=0.2938, pruned_loss=0.04931, over 12445.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03546, over 123.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3035, pruned_loss=0.06674, over 2475855.48 frames. utt_duration=429 frames, utt_pad_proportion=0.07148, over 23165.48 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2918, pruned_loss=0.05737, over 2415313.12 frames. utt_duration=1274 frames, utt_pad_proportion=0.05519, over 7591.45 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3054, pruned_loss=0.0687, over 2476328.02 frames. utt_duration=397.9 frames, utt_pad_proportion=0.07216, over 24981.68 utterances.], batch size: 123, lr: 3.70e-04
2022-08-26 02:50:17,777 INFO [train.py:927] (5/8) Epoch 10, batch 7700, giga_loss[loss=0.2047, simple_loss=0.2884, pruned_loss=0.06053, over 12405.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05039, over 161.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2997, pruned_loss=0.06458, over 2475976.15 frames. utt_duration=417.6 frames, utt_pad_proportion=0.07273, over 23801.27 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.0574, over 2416353.88 frames. utt_duration=1277 frames, utt_pad_proportion=0.0544, over 7578.81 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3014, pruned_loss=0.06626, over 2476493.94 frames. utt_duration=389.1 frames, utt_pad_proportion=0.07351, over 25556.18 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 02:52:03,088 INFO [train.py:927] (5/8) Epoch 10, batch 7750, giga_loss[loss=0.2026, simple_loss=0.2891, pruned_loss=0.05804, over 12410.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03252, over 80.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2973, pruned_loss=0.064, over 2475610.94 frames. utt_duration=404.3 frames, utt_pad_proportion=0.07878, over 24581.05 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2921, pruned_loss=0.05775, over 2418962.12 frames. utt_duration=1262 frames, utt_pad_proportion=0.05784, over 7673.78 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2987, pruned_loss=0.06532, over 2476043.48 frames. utt_duration=373.7 frames, utt_pad_proportion=0.07827, over 26605.13 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 02:53:55,987 INFO [train.py:927] (5/8) Epoch 10, batch 7800, giga_loss[loss=0.2165, simple_loss=0.2901, pruned_loss=0.07146, over 12344.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1806, over 358.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2987, pruned_loss=0.06412, over 2476251.87 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07666, over 25473.20 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2922, pruned_loss=0.05777, over 2419862.84 frames. utt_duration=1260 frames, utt_pad_proportion=0.05757, over 7689.50 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2997, pruned_loss=0.06523, over 2476552.79 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07655, over 27274.05 utterances.], batch size: 358, lr: 3.69e-04
2022-08-26 02:55:58,066 INFO [train.py:927] (5/8) Epoch 10, batch 7850, giga_loss[loss=0.2264, simple_loss=0.3131, pruned_loss=0.06983, over 12383.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04591, over 146.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3002, pruned_loss=0.06432, over 2476117.58 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07621, over 25910.87 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05817, over 2420469.97 frames. utt_duration=1249 frames, utt_pad_proportion=0.06178, over 7760.24 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3002, pruned_loss=0.0649, over 2476557.72 frames. utt_duration=361.6 frames, utt_pad_proportion=0.07513, over 27502.40 utterances.], batch size: 146, lr: 3.69e-04
2022-08-26 02:57:55,725 INFO [train.py:927] (5/8) Epoch 10, batch 7900, giga_loss[loss=0.2123, simple_loss=0.2984, pruned_loss=0.06314, over 12370.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03173, over 97.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2982, pruned_loss=0.06245, over 2476372.42 frames. utt_duration=396.4 frames, utt_pad_proportion=0.07211, over 25072.77 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2933, pruned_loss=0.05825, over 2421855.14 frames. utt_duration=1247 frames, utt_pad_proportion=0.0616, over 7776.92 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2983, pruned_loss=0.06295, over 2476721.99 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07156, over 26741.89 utterances.], batch size: 97, lr: 3.69e-04
2022-08-26 03:00:04,780 INFO [train.py:927] (5/8) Epoch 10, batch 7950, giga_loss[loss=0.1948, simple_loss=0.271, pruned_loss=0.05934, over 12441.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.0311, over 122.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2959, pruned_loss=0.06062, over 2476291.50 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06834, over 24694.64 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.05811, over 2423461.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.05997, over 7757.97 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2963, pruned_loss=0.06127, over 2477063.27 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06863, over 26680.93 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 03:02:00,206 INFO [train.py:927] (5/8) Epoch 10, batch 8000, libri_loss[loss=0.1927, simple_loss=0.2695, pruned_loss=0.0579, over 12173.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007352, over 33.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2933, pruned_loss=0.05974, over 2475973.15 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06738, over 23960.11 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2927, pruned_loss=0.05804, over 2425086.81 frames. utt_duration=1253 frames, utt_pad_proportion=0.05892, over 7751.50 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.294, pruned_loss=0.0604, over 2477028.07 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06804, over 26195.55 utterances.], batch size: 33, lr: 3.69e-04
2022-08-26 03:03:53,675 INFO [train.py:927] (5/8) Epoch 10, batch 8050, giga_loss[loss=0.2083, simple_loss=0.3053, pruned_loss=0.0557, over 12353.00 frames. utt_duration=1336 frames, utt_pad_proportion=0.04263, over 37.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2939, pruned_loss=0.05928, over 2476793.98 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06621, over 24114.61 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2925, pruned_loss=0.05789, over 2426502.84 frames. utt_duration=1254 frames, utt_pad_proportion=0.05793, over 7747.92 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2946, pruned_loss=0.05998, over 2477713.13 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06715, over 26347.85 utterances.], batch size: 37, lr: 3.69e-04
2022-08-26 03:06:15,270 INFO [train.py:927] (5/8) Epoch 10, batch 8100, giga_loss[loss=0.1876, simple_loss=0.2782, pruned_loss=0.04856, over 12329.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.02776, over 66.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2926, pruned_loss=0.05854, over 2476759.07 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07054, over 25196.69 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2926, pruned_loss=0.0579, over 2426832.06 frames. utt_duration=1256 frames, utt_pad_proportion=0.05748, over 7738.47 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2931, pruned_loss=0.05909, over 2477631.23 frames. utt_duration=366.8 frames, utt_pad_proportion=0.0711, over 27110.23 utterances.], batch size: 66, lr: 3.69e-04
2022-08-26 03:08:14,508 INFO [train.py:927] (5/8) Epoch 10, batch 8150, giga_loss[loss=0.216, simple_loss=0.3162, pruned_loss=0.0579, over 12472.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.02979, over 92.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2941, pruned_loss=0.0589, over 2477837.53 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07031, over 24779.81 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05791, over 2428562.44 frames. utt_duration=1243 frames, utt_pad_proportion=0.06094, over 7821.59 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2945, pruned_loss=0.05937, over 2478520.13 frames. utt_duration=371.1 frames, utt_pad_proportion=0.07006, over 26802.80 utterances.], batch size: 92, lr: 3.69e-04
2022-08-26 03:10:19,012 INFO [train.py:927] (5/8) Epoch 10, batch 8200, giga_loss[loss=0.1881, simple_loss=0.2945, pruned_loss=0.04082, over 12320.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.03241, over 70.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2959, pruned_loss=0.05797, over 2477934.23 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06873, over 24943.89 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2928, pruned_loss=0.05802, over 2429360.71 frames. utt_duration=1244 frames, utt_pad_proportion=0.06, over 7821.13 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2961, pruned_loss=0.05826, over 2478639.82 frames. utt_duration=370.2 frames, utt_pad_proportion=0.06895, over 26868.77 utterances.], batch size: 70, lr: 3.69e-04
2022-08-26 03:12:26,495 INFO [train.py:927] (5/8) Epoch 10, batch 8250, giga_loss[loss=0.1939, simple_loss=0.2931, pruned_loss=0.04732, over 12372.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03243, over 62.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.296, pruned_loss=0.05759, over 2477234.41 frames. utt_duration=394 frames, utt_pad_proportion=0.07141, over 25228.40 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.293, pruned_loss=0.05803, over 2430047.93 frames. utt_duration=1236 frames, utt_pad_proportion=0.06239, over 7871.05 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2961, pruned_loss=0.05781, over 2478231.77 frames. utt_duration=367.1 frames, utt_pad_proportion=0.07094, over 27092.11 utterances.], batch size: 62, lr: 3.69e-04
2022-08-26 03:14:40,000 INFO [train.py:927] (5/8) Epoch 10, batch 8300, giga_loss[loss=0.251, simple_loss=0.3452, pruned_loss=0.0784, over 12475.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02991, over 75.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2957, pruned_loss=0.05839, over 2477203.40 frames. utt_duration=391.5 frames, utt_pad_proportion=0.07263, over 25390.09 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2928, pruned_loss=0.05807, over 2430830.78 frames. utt_duration=1244 frames, utt_pad_proportion=0.06108, over 7824.55 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.296, pruned_loss=0.05853, over 2478525.93 frames. utt_duration=363.3 frames, utt_pad_proportion=0.07259, over 27382.35 utterances.], batch size: 75, lr: 3.69e-04
2022-08-26 03:16:58,775 INFO [train.py:927] (5/8) Epoch 10, batch 8350, giga_loss[loss=0.1898, simple_loss=0.2775, pruned_loss=0.05103, over 12456.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05121, over 162.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2941, pruned_loss=0.0579, over 2477912.21 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06677, over 24769.86 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2926, pruned_loss=0.05798, over 2431268.05 frames. utt_duration=1246 frames, utt_pad_proportion=0.06065, over 7811.35 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2945, pruned_loss=0.05809, over 2478978.23 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06723, over 26491.01 utterances.], batch size: 162, lr: 3.69e-04
2022-08-26 03:19:06,698 INFO [train.py:927] (5/8) Epoch 10, batch 8400, giga_loss[loss=0.2177, simple_loss=0.2992, pruned_loss=0.06812, over 12374.00 frames. utt_duration=409.9 frames, utt_pad_proportion=0.02638, over 121.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05703, over 2477813.35 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06564, over 24196.94 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2927, pruned_loss=0.058, over 2432205.04 frames. utt_duration=1239 frames, utt_pad_proportion=0.06324, over 7863.92 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.292, pruned_loss=0.05714, over 2479084.31 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06538, over 25987.59 utterances.], batch size: 121, lr: 3.69e-04
2022-08-26 03:21:09,179 INFO [train.py:927] (5/8) Epoch 10, batch 8450, giga_loss[loss=0.1937, simple_loss=0.2664, pruned_loss=0.0605, over 12365.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1888, over 362.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2941, pruned_loss=0.05806, over 2478350.99 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06582, over 24140.43 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2926, pruned_loss=0.05803, over 2433031.18 frames. utt_duration=1232 frames, utt_pad_proportion=0.06597, over 7909.99 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2944, pruned_loss=0.05812, over 2479681.27 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06485, over 25913.32 utterances.], batch size: 362, lr: 3.69e-04
2022-08-26 03:23:11,363 INFO [train.py:927] (5/8) Epoch 10, batch 8500, giga_loss[loss=0.2234, simple_loss=0.3059, pruned_loss=0.07045, over 12436.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04648, over 161.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2936, pruned_loss=0.0587, over 2478545.71 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06284, over 23948.48 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2927, pruned_loss=0.05808, over 2434267.23 frames. utt_duration=1228 frames, utt_pad_proportion=0.0655, over 7937.84 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2938, pruned_loss=0.0587, over 2479714.53 frames. utt_duration=386 frames, utt_pad_proportion=0.0624, over 25772.43 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 03:25:14,981 INFO [train.py:927] (5/8) Epoch 10, batch 8550, giga_loss[loss=0.1994, simple_loss=0.297, pruned_loss=0.0509, over 12435.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04656, over 161.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2935, pruned_loss=0.05867, over 2478499.39 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06495, over 24096.51 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2928, pruned_loss=0.05809, over 2435636.68 frames. utt_duration=1228 frames, utt_pad_proportion=0.06446, over 7941.96 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2936, pruned_loss=0.05869, over 2479810.29 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06473, over 26158.73 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 03:27:35,916 INFO [train.py:927] (5/8) Epoch 10, batch 8600, giga_loss[loss=0.1898, simple_loss=0.2867, pruned_loss=0.04651, over 12392.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02795, over 85.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2947, pruned_loss=0.05831, over 2477825.48 frames. utt_duration=417.2 frames, utt_pad_proportion=0.0663, over 23822.33 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2935, pruned_loss=0.05834, over 2436552.15 frames. utt_duration=1221 frames, utt_pad_proportion=0.06724, over 7995.13 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.0581, over 2479386.73 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06521, over 25938.40 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 03:29:42,529 INFO [train.py:927] (5/8) Epoch 10, batch 8650, giga_loss[loss=0.1481, simple_loss=0.2374, pruned_loss=0.02944, over 12329.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.03044, over 66.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2911, pruned_loss=0.05759, over 2477403.68 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06736, over 23913.88 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2935, pruned_loss=0.05835, over 2436809.65 frames. utt_duration=1223 frames, utt_pad_proportion=0.06654, over 7980.26 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2908, pruned_loss=0.05742, over 2478956.79 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06663, over 25816.05 utterances.], batch size: 66, lr: 3.69e-04
2022-08-26 03:31:36,799 INFO [train.py:927] (5/8) Epoch 10, batch 8700, giga_loss[loss=0.2084, simple_loss=0.2811, pruned_loss=0.06779, over 12355.00 frames. utt_duration=140.9 frames, utt_pad_proportion=0.1714, over 354.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2904, pruned_loss=0.05774, over 2477154.92 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07325, over 24565.42 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2942, pruned_loss=0.05844, over 2437865.97 frames. utt_duration=1228 frames, utt_pad_proportion=0.06478, over 7947.53 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2894, pruned_loss=0.0575, over 2478720.23 frames. utt_duration=373.1 frames, utt_pad_proportion=0.0728, over 26661.97 utterances.], batch size: 354, lr: 3.69e-04
2022-08-26 03:33:41,157 INFO [train.py:927] (5/8) Epoch 10, batch 8750, giga_loss[loss=0.1956, simple_loss=0.2831, pruned_loss=0.05405, over 12295.00 frames. utt_duration=911.8 frames, utt_pad_proportion=0.02586, over 54.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2892, pruned_loss=0.05732, over 2476749.52 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07482, over 24678.46 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.294, pruned_loss=0.05832, over 2439118.30 frames. utt_duration=1228 frames, utt_pad_proportion=0.06394, over 7952.51 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2884, pruned_loss=0.05721, over 2478105.07 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07466, over 26866.19 utterances.], batch size: 54, lr: 3.69e-04
2022-08-26 03:35:54,323 INFO [train.py:927] (5/8) Epoch 10, batch 8800, giga_loss[loss=0.1997, simple_loss=0.2829, pruned_loss=0.05819, over 12396.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04656, over 161.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2884, pruned_loss=0.05696, over 2476929.60 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07258, over 24851.26 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2936, pruned_loss=0.05826, over 2439654.65 frames. utt_duration=1233 frames, utt_pad_proportion=0.06329, over 7924.38 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.288, pruned_loss=0.05691, over 2478015.18 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07282, over 26834.52 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 03:38:05,862 INFO [train.py:927] (5/8) Epoch 10, batch 8850, libri_loss[loss=0.1703, simple_loss=0.2558, pruned_loss=0.0424, over 12393.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006824, over 31.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2872, pruned_loss=0.05602, over 2476890.86 frames. utt_duration=413.3 frames, utt_pad_proportion=0.07026, over 24038.95 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2934, pruned_loss=0.05822, over 2440702.73 frames. utt_duration=1236 frames, utt_pad_proportion=0.06172, over 7908.50 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2869, pruned_loss=0.05595, over 2478163.29 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07115, over 26264.83 utterances.], batch size: 31, lr: 3.69e-04
2022-08-26 03:40:09,828 INFO [train.py:927] (5/8) Epoch 10, batch 8900, giga_loss[loss=0.1944, simple_loss=0.2809, pruned_loss=0.05399, over 12364.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03253, over 97.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2867, pruned_loss=0.05615, over 2477052.94 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06833, over 23877.97 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2933, pruned_loss=0.05812, over 2441344.08 frames. utt_duration=1240 frames, utt_pad_proportion=0.06105, over 7886.01 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2865, pruned_loss=0.05616, over 2477982.68 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06937, over 25864.57 utterances.], batch size: 97, lr: 3.69e-04
2022-08-26 03:42:07,867 INFO [train.py:927] (5/8) Epoch 10, batch 8950, giga_loss[loss=0.2048, simple_loss=0.3009, pruned_loss=0.05433, over 12326.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.031, over 85.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2868, pruned_loss=0.05521, over 2477575.77 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06788, over 24036.19 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2932, pruned_loss=0.0579, over 2442342.55 frames. utt_duration=1241 frames, utt_pad_proportion=0.0607, over 7883.69 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2866, pruned_loss=0.05536, over 2478216.18 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06892, over 26003.37 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 03:44:11,102 INFO [train.py:927] (5/8) Epoch 10, batch 9000, giga_loss[loss=0.2043, simple_loss=0.3016, pruned_loss=0.05345, over 12384.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03565, over 113.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2892, pruned_loss=0.05584, over 2477677.25 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06692, over 24149.61 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2928, pruned_loss=0.05775, over 2442716.14 frames. utt_duration=1244 frames, utt_pad_proportion=0.06004, over 7862.53 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2892, pruned_loss=0.05606, over 2478309.70 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06801, over 25928.72 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 03:44:11,103 INFO [train.py:958] (5/8) Computing validation loss
2022-08-26 03:44:25,392 INFO [train.py:967] (5/8) 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 03:46:27,931 INFO [train.py:927] (5/8) Epoch 10, batch 9050, giga_loss[loss=0.176, simple_loss=0.2671, pruned_loss=0.04242, over 12451.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03533, over 105.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.05592, over 2477278.91 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06546, over 24083.90 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05774, over 2442928.80 frames. utt_duration=1247 frames, utt_pad_proportion=0.05954, over 7847.63 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2895, pruned_loss=0.05609, over 2478058.90 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06656, over 25716.64 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 03:48:27,355 INFO [train.py:927] (5/8) Epoch 10, batch 9100, giga_loss[loss=0.1698, simple_loss=0.2627, pruned_loss=0.03844, over 12104.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03863, over 30.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2872, pruned_loss=0.05478, over 2476940.51 frames. utt_duration=423.6 frames, utt_pad_proportion=0.0664, over 23456.20 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.05732, over 2444056.25 frames. utt_duration=1241 frames, utt_pad_proportion=0.06208, over 7884.58 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2878, pruned_loss=0.05521, over 2477782.15 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06657, over 25306.70 utterances.], batch size: 30, lr: 3.68e-04
2022-08-26 03:50:32,054 INFO [train.py:927] (5/8) Epoch 10, batch 9150, giga_loss[loss=0.2271, simple_loss=0.3145, pruned_loss=0.06984, over 12397.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2873, pruned_loss=0.05531, over 2477429.15 frames. utt_duration=417.6 frames, utt_pad_proportion=0.0674, over 23801.06 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2924, pruned_loss=0.05748, over 2444556.26 frames. utt_duration=1230 frames, utt_pad_proportion=0.06595, over 7961.91 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2874, pruned_loss=0.0555, over 2478089.21 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06651, over 25391.18 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 03:52:35,132 INFO [train.py:927] (5/8) Epoch 10, batch 9200, giga_loss[loss=0.195, simple_loss=0.2841, pruned_loss=0.05294, over 12417.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02774, over 62.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2896, pruned_loss=0.05691, over 2477631.74 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06933, over 24806.66 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05758, over 2445070.22 frames. utt_duration=1233 frames, utt_pad_proportion=0.06475, over 7943.06 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2895, pruned_loss=0.05694, over 2478422.86 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06887, over 26443.45 utterances.], batch size: 62, lr: 3.68e-04
2022-08-26 03:54:30,674 INFO [train.py:927] (5/8) Epoch 10, batch 9250, giga_loss[loss=0.1772, simple_loss=0.2758, pruned_loss=0.03925, over 12363.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02695, over 48.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2924, pruned_loss=0.05782, over 2478287.99 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06501, over 23885.12 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2928, pruned_loss=0.05748, over 2445591.25 frames. utt_duration=1234 frames, utt_pad_proportion=0.06407, over 7935.90 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2921, pruned_loss=0.05793, over 2478890.39 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06508, over 25403.85 utterances.], batch size: 48, lr: 3.68e-04
2022-08-26 03:56:49,862 INFO [train.py:927] (5/8) Epoch 10, batch 9300, giga_loss[loss=0.2214, simple_loss=0.302, pruned_loss=0.07035, over 12423.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.0736, over 213.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.293, pruned_loss=0.05759, over 2477951.35 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06446, over 23646.29 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.05735, over 2445841.42 frames. utt_duration=1237 frames, utt_pad_proportion=0.06332, over 7920.91 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2926, pruned_loss=0.0578, over 2478644.76 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06477, over 25073.48 utterances.], batch size: 213, lr: 3.68e-04
2022-08-26 03:58:50,103 INFO [train.py:927] (5/8) Epoch 10, batch 9350, giga_loss[loss=0.2276, simple_loss=0.3089, pruned_loss=0.07309, over 12439.00 frames. utt_duration=441.7 frames, utt_pad_proportion=0.03338, over 113.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2914, pruned_loss=0.05705, over 2478026.23 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06461, over 23455.95 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2925, pruned_loss=0.05708, over 2446503.66 frames. utt_duration=1241 frames, utt_pad_proportion=0.06205, over 7893.01 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2914, pruned_loss=0.05745, over 2478975.81 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06518, over 25093.14 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 04:00:51,289 INFO [train.py:927] (5/8) Epoch 10, batch 9400, giga_loss[loss=0.1896, simple_loss=0.2734, pruned_loss=0.0529, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03124, over 40.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2901, pruned_loss=0.05674, over 2478338.60 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06382, over 23020.48 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.0573, over 2447096.92 frames. utt_duration=1232 frames, utt_pad_proportion=0.06484, over 7953.47 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2898, pruned_loss=0.05686, over 2479269.39 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06349, over 24624.77 utterances.], batch size: 40, lr: 3.68e-04
2022-08-26 04:02:50,199 INFO [train.py:927] (5/8) Epoch 10, batch 9450, giga_loss[loss=0.2011, simple_loss=0.2938, pruned_loss=0.05425, over 12430.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.03199, over 122.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2889, pruned_loss=0.05596, over 2478052.07 frames. utt_duration=430 frames, utt_pad_proportion=0.06293, over 23115.75 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.0571, over 2447378.43 frames. utt_duration=1238 frames, utt_pad_proportion=0.06412, over 7914.64 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2892, pruned_loss=0.05623, over 2479106.86 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06288, over 24697.48 utterances.], batch size: 122, lr: 3.68e-04
2022-08-26 04:04:51,211 INFO [train.py:927] (5/8) Epoch 10, batch 9500, giga_loss[loss=0.1809, simple_loss=0.2877, pruned_loss=0.03703, over 12387.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05466, over 181.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2893, pruned_loss=0.05496, over 2478115.64 frames. utt_duration=433.9 frames, utt_pad_proportion=0.06153, over 22911.17 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.292, pruned_loss=0.05693, over 2447715.11 frames. utt_duration=1243 frames, utt_pad_proportion=0.06324, over 7884.63 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2897, pruned_loss=0.05529, over 2479202.60 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06181, over 24464.28 utterances.], batch size: 181, lr: 3.68e-04
2022-08-26 04:06:52,092 INFO [train.py:927] (5/8) Epoch 10, batch 9550, giga_loss[loss=0.1875, simple_loss=0.2868, pruned_loss=0.04407, over 12362.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03941, over 113.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2908, pruned_loss=0.05507, over 2478039.03 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06339, over 23882.03 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2921, pruned_loss=0.05708, over 2448106.71 frames. utt_duration=1241 frames, utt_pad_proportion=0.06299, over 7898.61 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.291, pruned_loss=0.05516, over 2479093.17 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06358, over 25391.79 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 04:08:52,171 INFO [train.py:927] (5/8) Epoch 10, batch 9600, giga_loss[loss=0.1913, simple_loss=0.2816, pruned_loss=0.05053, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.02937, over 58.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2906, pruned_loss=0.05507, over 2478184.18 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06157, over 23494.61 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05715, over 2448781.93 frames. utt_duration=1241 frames, utt_pad_proportion=0.06248, over 7904.31 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2906, pruned_loss=0.05502, over 2479087.31 frames. utt_duration=397 frames, utt_pad_proportion=0.06195, over 25055.43 utterances.], batch size: 58, lr: 3.68e-04
2022-08-26 04:11:10,418 INFO [train.py:927] (5/8) Epoch 10, batch 9650, giga_loss[loss=0.2037, simple_loss=0.2911, pruned_loss=0.05815, over 12347.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02973, over 85.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2917, pruned_loss=0.05539, over 2477566.07 frames. utt_duration=430.8 frames, utt_pad_proportion=0.0614, over 23070.21 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2923, pruned_loss=0.05724, over 2448919.85 frames. utt_duration=1244 frames, utt_pad_proportion=0.06129, over 7883.87 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2916, pruned_loss=0.05523, over 2478819.70 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06205, over 24683.06 utterances.], batch size: 85, lr: 3.68e-04
2022-08-26 04:13:30,635 INFO [train.py:927] (5/8) Epoch 10, batch 9700, giga_loss[loss=0.1932, simple_loss=0.2868, pruned_loss=0.04977, over 12446.00 frames. utt_duration=702.5 frames, utt_pad_proportion=0.03642, over 71.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2938, pruned_loss=0.05623, over 2477668.68 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06436, over 23326.57 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2921, pruned_loss=0.0571, over 2449372.70 frames. utt_duration=1244 frames, utt_pad_proportion=0.06111, over 7886.95 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2939, pruned_loss=0.05621, over 2478766.27 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06478, over 24875.21 utterances.], batch size: 71, lr: 3.68e-04
2022-08-26 04:15:45,792 INFO [train.py:927] (5/8) Epoch 10, batch 9750, giga_loss[loss=0.2022, simple_loss=0.2908, pruned_loss=0.05674, over 12433.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.0567, over 182.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2934, pruned_loss=0.05642, over 2478104.15 frames. utt_duration=427 frames, utt_pad_proportion=0.06364, over 23276.27 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.057, over 2450330.11 frames. utt_duration=1251 frames, utt_pad_proportion=0.05957, over 7845.55 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2937, pruned_loss=0.05646, over 2479022.20 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06447, over 25022.78 utterances.], batch size: 182, lr: 3.68e-04
2022-08-26 04:17:55,401 INFO [train.py:927] (5/8) Epoch 10, batch 9800, giga_loss[loss=0.2125, simple_loss=0.2998, pruned_loss=0.06257, over 12362.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02739, over 91.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2919, pruned_loss=0.05538, over 2477955.83 frames. utt_duration=447.5 frames, utt_pad_proportion=0.06028, over 22208.13 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.05688, over 2450645.87 frames. utt_duration=1254 frames, utt_pad_proportion=0.05867, over 7825.73 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2921, pruned_loss=0.0555, over 2478910.59 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06147, over 23891.08 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 04:19:55,968 INFO [train.py:927] (5/8) Epoch 10, batch 9850, giga_loss[loss=0.181, simple_loss=0.2787, pruned_loss=0.0416, over 12367.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03273, over 62.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2926, pruned_loss=0.0559, over 2477383.61 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06752, over 23607.77 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05702, over 2451263.52 frames. utt_duration=1258 frames, utt_pad_proportion=0.05749, over 7802.99 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.293, pruned_loss=0.05586, over 2478308.37 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06832, over 25377.10 utterances.], batch size: 62, lr: 3.68e-04
2022-08-26 04:21:50,419 INFO [train.py:927] (5/8) Epoch 10, batch 9900, giga_loss[loss=0.1781, simple_loss=0.2677, pruned_loss=0.04423, over 12431.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04811, over 147.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.293, pruned_loss=0.05633, over 2477857.87 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06514, over 23844.29 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.05707, over 2451817.45 frames. utt_duration=1256 frames, utt_pad_proportion=0.05688, over 7818.64 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2933, pruned_loss=0.05624, over 2478669.83 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06616, over 25582.63 utterances.], batch size: 147, lr: 3.68e-04
2022-08-26 04:23:46,862 INFO [train.py:927] (5/8) Epoch 10, batch 9950, giga_loss[loss=0.2046, simple_loss=0.285, pruned_loss=0.0621, over 12416.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04, over 105.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2911, pruned_loss=0.05603, over 2477495.20 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06701, over 24549.93 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2918, pruned_loss=0.05707, over 2452124.60 frames. utt_duration=1259 frames, utt_pad_proportion=0.05634, over 7802.54 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2914, pruned_loss=0.05592, over 2478430.11 frames. utt_duration=378 frames, utt_pad_proportion=0.06786, over 26306.93 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 04:25:31,074 INFO [train.py:927] (5/8) Epoch 10, batch 10000, giga_loss[loss=0.2427, simple_loss=0.3368, pruned_loss=0.07423, over 12399.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02478, over 48.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2987, pruned_loss=0.06012, over 2477250.57 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06519, over 23620.89 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2927, pruned_loss=0.05731, over 2452245.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.06016, over 7875.53 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2981, pruned_loss=0.05983, over 2478110.67 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06489, over 25087.79 utterances.], batch size: 48, lr: 3.68e-04
2022-08-26 04:27:15,433 INFO [train.py:927] (5/8) Epoch 10, batch 10050, giga_loss[loss=0.206, simple_loss=0.2882, pruned_loss=0.06195, over 12263.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02784, over 54.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.3018, pruned_loss=0.06223, over 2476616.05 frames. utt_duration=432.8 frames, utt_pad_proportion=0.06496, over 22955.95 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2934, pruned_loss=0.0574, over 2452674.33 frames. utt_duration=1244 frames, utt_pad_proportion=0.06031, over 7893.14 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.3008, pruned_loss=0.062, over 2477233.18 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06473, over 24319.88 utterances.], batch size: 54, lr: 3.68e-04
2022-08-26 04:28:57,240 INFO [train.py:927] (5/8) Epoch 10, batch 10100, giga_loss[loss=0.1968, simple_loss=0.2853, pruned_loss=0.05419, over 12387.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04095, over 133.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2957, pruned_loss=0.06014, over 2475989.28 frames. utt_duration=456.6 frames, utt_pad_proportion=0.06469, over 21752.84 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2934, pruned_loss=0.0574, over 2453139.98 frames. utt_duration=1238 frames, utt_pad_proportion=0.06304, over 7936.76 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.295, pruned_loss=0.06007, over 2476791.99 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06369, over 23268.34 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 04:30:41,857 INFO [train.py:927] (5/8) Epoch 10, batch 10150, giga_loss[loss=0.1791, simple_loss=0.2565, pruned_loss=0.0509, over 12356.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03229, over 97.00 utterances.], tot_loss[loss=0.201, simple_loss=0.287, pruned_loss=0.05748, over 2475296.74 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06404, over 21306.77 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2931, pruned_loss=0.05736, over 2453183.39 frames. utt_duration=1242 frames, utt_pad_proportion=0.06238, over 7912.81 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2868, pruned_loss=0.05748, over 2476202.63 frames. utt_duration=437.6 frames, utt_pad_proportion=0.06347, over 22706.53 utterances.], batch size: 97, lr: 3.68e-04
2022-08-26 04:32:25,130 INFO [train.py:927] (5/8) Epoch 10, batch 10200, giga_loss[loss=0.2012, simple_loss=0.2735, pruned_loss=0.06447, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04452, over 34.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2799, pruned_loss=0.05501, over 2474966.87 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06055, over 20000.44 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2934, pruned_loss=0.05746, over 2453609.84 frames. utt_duration=1241 frames, utt_pad_proportion=0.06165, over 7918.61 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2793, pruned_loss=0.05491, over 2475701.67 frames. utt_duration=465.6 frames, utt_pad_proportion=0.06051, over 21333.27 utterances.], batch size: 34, lr: 3.68e-04
2022-08-26 04:34:08,808 INFO [train.py:927] (5/8) Epoch 10, batch 10250, giga_loss[loss=0.1701, simple_loss=0.2411, pruned_loss=0.04953, over 12450.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03663, over 40.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.275, pruned_loss=0.05334, over 2474594.25 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06114, over 19531.16 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2938, pruned_loss=0.05763, over 2454277.58 frames. utt_duration=1241 frames, utt_pad_proportion=0.06076, over 7917.31 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2739, pruned_loss=0.05303, over 2474942.31 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06137, over 20808.90 utterances.], batch size: 40, lr: 3.68e-04
2022-08-26 04:35:48,575 INFO [train.py:927] (5/8) Epoch 10, batch 10300, libri_loss[loss=0.194, simple_loss=0.2928, pruned_loss=0.04764, over 12279.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007327, over 37.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2711, pruned_loss=0.05193, over 2474449.63 frames. utt_duration=523.6 frames, utt_pad_proportion=0.05954, over 18953.68 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2934, pruned_loss=0.05746, over 2454615.54 frames. utt_duration=1247 frames, utt_pad_proportion=0.05928, over 7881.96 utterances.], giga_tot_loss[loss=0.1866, simple_loss=0.2698, pruned_loss=0.05168, over 2475153.73 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06036, over 20436.92 utterances.], batch size: 37, lr: 3.68e-04
2022-08-26 04:37:32,393 INFO [train.py:927] (5/8) Epoch 10, batch 10350, giga_loss[loss=0.1536, simple_loss=0.2348, pruned_loss=0.0362, over 12300.00 frames. utt_duration=912.5 frames, utt_pad_proportion=0.02513, over 54.00 utterances.], tot_loss[loss=0.1829, simple_loss=0.2658, pruned_loss=0.05003, over 2474241.68 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06202, over 18772.47 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2931, pruned_loss=0.05735, over 2454891.30 frames. utt_duration=1246 frames, utt_pad_proportion=0.05936, over 7890.51 utterances.], giga_tot_loss[loss=0.1822, simple_loss=0.2647, pruned_loss=0.04984, over 2474810.50 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06251, over 20081.41 utterances.], batch size: 54, lr: 3.68e-04
2022-08-26 04:39:13,248 INFO [train.py:927] (5/8) Epoch 10, batch 10400, giga_loss[loss=0.152, simple_loss=0.2278, pruned_loss=0.0381, over 12282.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.04975, over 37.00 utterances.], tot_loss[loss=0.1804, simple_loss=0.2629, pruned_loss=0.04892, over 2474662.97 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06278, over 18583.91 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2937, pruned_loss=0.05773, over 2455697.14 frames. utt_duration=1238 frames, utt_pad_proportion=0.06193, over 7944.07 utterances.], giga_tot_loss[loss=0.1785, simple_loss=0.2605, pruned_loss=0.04818, over 2475091.31 frames. utt_duration=496.9 frames, utt_pad_proportion=0.0623, over 19981.47 utterances.], batch size: 37, lr: 3.67e-04
2022-08-26 04:40:57,663 INFO [train.py:927] (5/8) Epoch 10, batch 10450, giga_loss[loss=0.2385, simple_loss=0.3105, pruned_loss=0.08327, over 12400.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06956, over 211.00 utterances.], tot_loss[loss=0.18, simple_loss=0.262, pruned_loss=0.04899, over 2474796.48 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06565, over 19061.40 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2936, pruned_loss=0.05765, over 2455988.66 frames. utt_duration=1234 frames, utt_pad_proportion=0.06221, over 7968.85 utterances.], giga_tot_loss[loss=0.1782, simple_loss=0.2597, pruned_loss=0.04834, over 2475126.38 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06502, over 20291.15 utterances.], batch size: 211, lr: 3.67e-04
2022-08-26 04:42:40,285 INFO [train.py:927] (5/8) Epoch 10, batch 10500, giga_loss[loss=0.3028, simple_loss=0.3581, pruned_loss=0.1237, over 12357.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09908, over 256.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2737, pruned_loss=0.05462, over 2475228.76 frames. utt_duration=509 frames, utt_pad_proportion=0.06795, over 19509.57 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2936, pruned_loss=0.05764, over 2456178.74 frames. utt_duration=1237 frames, utt_pad_proportion=0.0615, over 7952.41 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2715, pruned_loss=0.05402, over 2475571.24 frames. utt_duration=481.3 frames, utt_pad_proportion=0.0676, over 20638.22 utterances.], batch size: 256, lr: 3.67e-04
2022-08-26 04:44:22,275 INFO [train.py:927] (5/8) Epoch 10, batch 10550, giga_loss[loss=0.2116, simple_loss=0.2973, pruned_loss=0.06297, over 12458.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03186, over 86.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2811, pruned_loss=0.05715, over 2474509.74 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06276, over 18758.41 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2936, pruned_loss=0.05764, over 2456261.22 frames. utt_duration=1238 frames, utt_pad_proportion=0.06094, over 7946.94 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.279, pruned_loss=0.05662, over 2475198.34 frames. utt_duration=497.5 frames, utt_pad_proportion=0.063, over 19961.89 utterances.], batch size: 86, lr: 3.67e-04
2022-08-26 04:46:05,545 INFO [train.py:927] (5/8) Epoch 10, batch 10600, giga_loss[loss=0.1966, simple_loss=0.2888, pruned_loss=0.05224, over 12400.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02542, over 48.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2846, pruned_loss=0.05781, over 2474347.61 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05919, over 17983.40 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2934, pruned_loss=0.05768, over 2456532.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.05874, over 7902.03 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2826, pruned_loss=0.05732, over 2475511.33 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06044, over 19486.77 utterances.], batch size: 48, lr: 3.67e-04
2022-08-26 04:47:48,883 INFO [train.py:927] (5/8) Epoch 10, batch 10650, giga_loss[loss=0.2282, simple_loss=0.31, pruned_loss=0.07322, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03146, over 42.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2891, pruned_loss=0.0604, over 2475313.67 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05949, over 18039.29 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2932, pruned_loss=0.05756, over 2456697.09 frames. utt_duration=1246 frames, utt_pad_proportion=0.05853, over 7894.52 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2876, pruned_loss=0.06013, over 2476161.29 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06053, over 19263.74 utterances.], batch size: 42, lr: 3.67e-04
2022-08-26 04:49:29,347 INFO [train.py:927] (5/8) Epoch 10, batch 10700, giga_loss[loss=0.2238, simple_loss=0.3199, pruned_loss=0.06388, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.0425, over 31.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2937, pruned_loss=0.06214, over 2474679.12 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05908, over 17438.80 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2934, pruned_loss=0.05745, over 2457439.52 frames. utt_duration=1251 frames, utt_pad_proportion=0.05761, over 7869.30 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2923, pruned_loss=0.06209, over 2475080.18 frames. utt_duration=532.1 frames, utt_pad_proportion=0.0603, over 18657.17 utterances.], batch size: 31, lr: 3.67e-04
2022-08-26 04:51:18,116 INFO [train.py:927] (5/8) Epoch 10, batch 10750, giga_loss[loss=0.2484, simple_loss=0.3243, pruned_loss=0.08619, over 12421.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03167, over 80.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2974, pruned_loss=0.06311, over 2475250.40 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05849, over 17530.15 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2937, pruned_loss=0.05748, over 2457579.49 frames. utt_duration=1251 frames, utt_pad_proportion=0.05721, over 7865.59 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2961, pruned_loss=0.06309, over 2475600.22 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05963, over 18578.46 utterances.], batch size: 80, lr: 3.67e-04
2022-08-26 04:52:59,174 INFO [train.py:927] (5/8) Epoch 10, batch 10800, giga_loss[loss=0.1956, simple_loss=0.2889, pruned_loss=0.05115, over 12447.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03115, over 80.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.3005, pruned_loss=0.06333, over 2474599.46 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05584, over 16785.20 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2948, pruned_loss=0.05769, over 2457907.02 frames. utt_duration=1255 frames, utt_pad_proportion=0.05582, over 7846.33 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2987, pruned_loss=0.06332, over 2475139.03 frames. utt_duration=553.3 frames, utt_pad_proportion=0.0575, over 17942.23 utterances.], batch size: 80, lr: 3.67e-04
2022-08-26 04:54:42,104 INFO [train.py:927] (5/8) Epoch 10, batch 10850, giga_loss[loss=0.1989, simple_loss=0.2859, pruned_loss=0.0559, over 12269.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0263, over 54.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.3003, pruned_loss=0.06256, over 2474353.77 frames. utt_duration=606.8 frames, utt_pad_proportion=0.05384, over 16351.10 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2944, pruned_loss=0.05753, over 2457750.74 frames. utt_duration=1260 frames, utt_pad_proportion=0.05505, over 7813.65 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2993, pruned_loss=0.06278, over 2475237.31 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05561, over 17453.81 utterances.], batch size: 54, lr: 3.67e-04
2022-08-26 04:56:25,217 INFO [train.py:927] (5/8) Epoch 10, batch 10900, giga_loss[loss=0.227, simple_loss=0.3112, pruned_loss=0.07145, over 12437.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03218, over 75.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3016, pruned_loss=0.06399, over 2473177.56 frames. utt_duration=635.3 frames, utt_pad_proportion=0.05231, over 15609.13 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.294, pruned_loss=0.05743, over 2457686.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05442, over 7785.59 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3013, pruned_loss=0.06435, over 2474216.40 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05413, over 16654.01 utterances.], batch size: 75, lr: 3.67e-04
2022-08-26 04:58:10,003 INFO [train.py:927] (5/8) Epoch 10, batch 10950, giga_loss[loss=0.23, simple_loss=0.3084, pruned_loss=0.07577, over 12402.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03948, over 133.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3028, pruned_loss=0.06617, over 2473176.70 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05415, over 16123.11 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2939, pruned_loss=0.05738, over 2457637.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05401, over 7773.75 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3027, pruned_loss=0.06658, over 2474189.01 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05561, over 17030.46 utterances.], batch size: 133, lr: 3.67e-04
2022-08-26 04:59:54,077 INFO [train.py:927] (5/8) Epoch 10, batch 11000, giga_loss[loss=0.2206, simple_loss=0.3008, pruned_loss=0.07023, over 12453.00 frames. utt_duration=476 frames, utt_pad_proportion=0.0365, over 105.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3007, pruned_loss=0.06583, over 2472566.07 frames. utt_duration=621.1 frames, utt_pad_proportion=0.05522, over 15962.30 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2932, pruned_loss=0.05718, over 2457761.98 frames. utt_duration=1270 frames, utt_pad_proportion=0.05301, over 7747.09 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3014, pruned_loss=0.06656, over 2473660.99 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05672, over 16932.70 utterances.], batch size: 105, lr: 3.67e-04
2022-08-26 05:01:38,659 INFO [train.py:927] (5/8) Epoch 10, batch 11050, giga_loss[loss=0.205, simple_loss=0.2942, pruned_loss=0.05789, over 12429.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06125, over 183.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2995, pruned_loss=0.06513, over 2472539.45 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05928, over 17131.95 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.293, pruned_loss=0.05701, over 2458059.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.05241, over 7753.03 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3005, pruned_loss=0.06601, over 2473400.88 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06048, over 18049.98 utterances.], batch size: 183, lr: 3.67e-04
2022-08-26 05:03:22,856 INFO [train.py:927] (5/8) Epoch 10, batch 11100, giga_loss[loss=0.1803, simple_loss=0.2713, pruned_loss=0.04466, over 12370.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02845, over 70.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.297, pruned_loss=0.06442, over 2472498.17 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06347, over 17565.51 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.293, pruned_loss=0.05702, over 2458187.98 frames. utt_duration=1271 frames, utt_pad_proportion=0.05182, over 7747.80 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2978, pruned_loss=0.06522, over 2473251.28 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06452, over 18436.91 utterances.], batch size: 70, lr: 3.67e-04
2022-08-26 05:05:07,849 INFO [train.py:927] (5/8) Epoch 10, batch 11150, giga_loss[loss=0.1791, simple_loss=0.2669, pruned_loss=0.0456, over 12375.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02787, over 70.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2921, pruned_loss=0.06214, over 2473133.91 frames. utt_duration=538 frames, utt_pad_proportion=0.06795, over 18439.61 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2929, pruned_loss=0.05696, over 2458297.52 frames. utt_duration=1270 frames, utt_pad_proportion=0.05206, over 7752.84 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2928, pruned_loss=0.06294, over 2473905.14 frames. utt_duration=514 frames, utt_pad_proportion=0.06853, over 19309.08 utterances.], batch size: 70, lr: 3.67e-04
2022-08-26 05:06:52,210 INFO [train.py:927] (5/8) Epoch 10, batch 11200, giga_loss[loss=0.1864, simple_loss=0.2688, pruned_loss=0.052, over 12270.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02903, over 42.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2925, pruned_loss=0.06227, over 2473885.58 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06498, over 18747.65 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2931, pruned_loss=0.05684, over 2458541.16 frames. utt_duration=1275 frames, utt_pad_proportion=0.05144, over 7720.08 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2929, pruned_loss=0.0631, over 2474550.88 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06586, over 19666.25 utterances.], batch size: 42, lr: 3.67e-04
2022-08-26 05:08:36,199 INFO [train.py:927] (5/8) Epoch 10, batch 11250, giga_loss[loss=0.2025, simple_loss=0.2779, pruned_loss=0.06357, over 12253.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0314, over 45.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2913, pruned_loss=0.06218, over 2473289.57 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06777, over 19023.09 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2934, pruned_loss=0.05692, over 2458678.45 frames. utt_duration=1275 frames, utt_pad_proportion=0.05127, over 7724.48 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2912, pruned_loss=0.06278, over 2473748.88 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06845, over 19793.10 utterances.], batch size: 45, lr: 3.67e-04
2022-08-26 05:10:19,737 INFO [train.py:927] (5/8) Epoch 10, batch 11300, giga_loss[loss=0.176, simple_loss=0.2592, pruned_loss=0.04642, over 12442.00 frames. utt_duration=804.4 frames, utt_pad_proportion=0.02617, over 62.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2876, pruned_loss=0.06055, over 2473033.63 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06233, over 18085.12 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2934, pruned_loss=0.05689, over 2458606.97 frames. utt_duration=1276 frames, utt_pad_proportion=0.0503, over 7716.50 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2875, pruned_loss=0.0612, over 2473908.06 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06366, over 19057.17 utterances.], batch size: 62, lr: 3.67e-04
2022-08-26 05:12:00,771 INFO [train.py:927] (5/8) Epoch 10, batch 11350, giga_loss[loss=0.1936, simple_loss=0.2711, pruned_loss=0.05808, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02518, over 48.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.285, pruned_loss=0.0596, over 2473086.84 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06344, over 17766.12 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2939, pruned_loss=0.05707, over 2458826.10 frames. utt_duration=1265 frames, utt_pad_proportion=0.05396, over 7784.81 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2843, pruned_loss=0.05998, over 2473769.63 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06314, over 18608.22 utterances.], batch size: 48, lr: 3.67e-04
2022-08-26 05:13:41,581 INFO [train.py:927] (5/8) Epoch 10, batch 11400, giga_loss[loss=0.1764, simple_loss=0.262, pruned_loss=0.04542, over 12343.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02932, over 66.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2823, pruned_loss=0.05879, over 2473581.89 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06387, over 17830.80 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2939, pruned_loss=0.05711, over 2459143.23 frames. utt_duration=1264 frames, utt_pad_proportion=0.05349, over 7791.83 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2816, pruned_loss=0.05911, over 2474157.44 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06389, over 18709.51 utterances.], batch size: 66, lr: 3.67e-04
2022-08-26 05:15:24,510 INFO [train.py:927] (5/8) Epoch 10, batch 11450, giga_loss[loss=0.1871, simple_loss=0.2675, pruned_loss=0.05333, over 12456.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.03032, over 80.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2803, pruned_loss=0.05838, over 2473754.27 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06044, over 17328.71 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2941, pruned_loss=0.05718, over 2459433.53 frames. utt_duration=1264 frames, utt_pad_proportion=0.05317, over 7792.93 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2794, pruned_loss=0.05861, over 2474136.32 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06078, over 18150.45 utterances.], batch size: 80, lr: 3.67e-04
2022-08-26 05:17:07,806 INFO [train.py:927] (5/8) Epoch 10, batch 11500, giga_loss[loss=0.1844, simple_loss=0.2625, pruned_loss=0.05311, over 12315.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0257, over 45.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2804, pruned_loss=0.05903, over 2472882.24 frames. utt_duration=579 frames, utt_pad_proportion=0.061, over 17129.26 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.294, pruned_loss=0.05711, over 2459852.03 frames. utt_duration=1267 frames, utt_pad_proportion=0.05234, over 7775.19 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2794, pruned_loss=0.05929, over 2473055.49 frames. utt_duration=552 frames, utt_pad_proportion=0.06161, over 17969.16 utterances.], batch size: 45, lr: 3.67e-04
2022-08-26 05:18:51,496 INFO [train.py:927] (5/8) Epoch 10, batch 11550, libri_loss[loss=0.2103, simple_loss=0.3083, pruned_loss=0.05617, over 12298.00 frames. utt_duration=758.1 frames, utt_pad_proportion=0.1356, over 65.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2845, pruned_loss=0.06095, over 2473308.00 frames. utt_duration=575 frames, utt_pad_proportion=0.06367, over 17249.15 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2942, pruned_loss=0.05718, over 2459944.81 frames. utt_duration=1260 frames, utt_pad_proportion=0.05318, over 7818.39 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2834, pruned_loss=0.06115, over 2473599.81 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06378, over 18047.37 utterances.], batch size: 65, lr: 3.67e-04
2022-08-26 05:20:34,459 INFO [train.py:927] (5/8) Epoch 10, batch 11600, giga_loss[loss=0.2893, simple_loss=0.3741, pruned_loss=0.1023, over 12425.00 frames. utt_duration=541.8 frames, utt_pad_proportion=0.03422, over 92.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2907, pruned_loss=0.0644, over 2473872.86 frames. utt_duration=540.6 frames, utt_pad_proportion=0.07115, over 18353.76 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2942, pruned_loss=0.0573, over 2460567.83 frames. utt_duration=1265 frames, utt_pad_proportion=0.05222, over 7792.07 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2898, pruned_loss=0.06461, over 2473853.85 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07143, over 19254.58 utterances.], batch size: 92, lr: 3.67e-04
2022-08-26 05:22:17,799 INFO [train.py:927] (5/8) Epoch 10, batch 11650, giga_loss[loss=0.2556, simple_loss=0.3353, pruned_loss=0.08792, over 12356.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.0365, over 122.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.296, pruned_loss=0.06615, over 2473369.79 frames. utt_duration=544.8 frames, utt_pad_proportion=0.0672, over 18211.20 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2941, pruned_loss=0.05729, over 2460482.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.05112, over 7768.78 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2952, pruned_loss=0.0665, over 2473745.07 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06815, over 19219.19 utterances.], batch size: 122, lr: 3.67e-04
2022-08-26 05:23:58,790 INFO [train.py:927] (5/8) Epoch 10, batch 11700, giga_loss[loss=0.2364, simple_loss=0.3306, pruned_loss=0.07103, over 12349.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03296, over 51.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2987, pruned_loss=0.06685, over 2473180.61 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06398, over 18291.94 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2932, pruned_loss=0.05709, over 2460616.23 frames. utt_duration=1279 frames, utt_pad_proportion=0.04953, over 7701.87 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2991, pruned_loss=0.06779, over 2473961.52 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06571, over 19658.91 utterances.], batch size: 51, lr: 3.67e-04
2022-08-26 05:25:39,392 INFO [train.py:927] (5/8) Epoch 10, batch 11750, giga_loss[loss=0.1968, simple_loss=0.29, pruned_loss=0.05184, over 12472.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04455, over 34.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2967, pruned_loss=0.06428, over 2473945.69 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06142, over 17906.86 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2933, pruned_loss=0.05703, over 2461307.87 frames. utt_duration=1278 frames, utt_pad_proportion=0.04883, over 7710.79 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2971, pruned_loss=0.06532, over 2474295.77 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06337, over 19259.82 utterances.], batch size: 34, lr: 3.66e-04
2022-08-26 05:27:21,670 INFO [train.py:927] (5/8) Epoch 10, batch 11800, giga_loss[loss=0.2475, simple_loss=0.3329, pruned_loss=0.08107, over 12341.00 frames. utt_duration=706.5 frames, utt_pad_proportion=0.03088, over 70.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2984, pruned_loss=0.06464, over 2474187.32 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06744, over 18695.56 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.294, pruned_loss=0.05739, over 2461447.87 frames. utt_duration=1249 frames, utt_pad_proportion=0.05781, over 7889.84 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2981, pruned_loss=0.06526, over 2474561.69 frames. utt_duration=501.6 frames, utt_pad_proportion=0.06547, over 19791.62 utterances.], batch size: 70, lr: 3.66e-04
2022-08-26 05:29:05,415 INFO [train.py:927] (5/8) Epoch 10, batch 11850, libri_loss[loss=0.2602, simple_loss=0.3496, pruned_loss=0.0854, over 12429.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03626, over 46.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3005, pruned_loss=0.06614, over 2473884.16 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06316, over 18158.84 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2937, pruned_loss=0.05724, over 2461641.40 frames. utt_duration=1254 frames, utt_pad_proportion=0.05656, over 7863.39 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3007, pruned_loss=0.067, over 2474392.41 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06232, over 19397.70 utterances.], batch size: 46, lr: 3.66e-04
2022-08-26 05:30:47,758 INFO [train.py:927] (5/8) Epoch 10, batch 11900, giga_loss[loss=0.2067, simple_loss=0.2858, pruned_loss=0.06374, over 12370.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04729, over 26.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3019, pruned_loss=0.067, over 2473510.79 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06074, over 17331.83 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2939, pruned_loss=0.0574, over 2461941.59 frames. utt_duration=1250 frames, utt_pad_proportion=0.05864, over 7890.36 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3022, pruned_loss=0.06803, over 2474214.63 frames. utt_duration=528.7 frames, utt_pad_proportion=0.05942, over 18772.37 utterances.], batch size: 26, lr: 3.66e-04
2022-08-26 05:32:30,280 INFO [train.py:927] (5/8) Epoch 10, batch 11950, giga_loss[loss=0.2208, simple_loss=0.3006, pruned_loss=0.07054, over 12182.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03254, over 39.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3021, pruned_loss=0.06767, over 2472690.89 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05777, over 17054.23 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2932, pruned_loss=0.0571, over 2461685.19 frames. utt_duration=1255 frames, utt_pad_proportion=0.05763, over 7855.12 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3033, pruned_loss=0.06902, over 2473782.36 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05728, over 18488.99 utterances.], batch size: 39, lr: 3.66e-04
2022-08-26 05:34:13,986 INFO [train.py:927] (5/8) Epoch 10, batch 12000, libri_loss[loss=0.2135, simple_loss=0.3095, pruned_loss=0.05872, over 12444.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.005966, over 35.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3042, pruned_loss=0.06796, over 2472917.21 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05735, over 17179.68 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2934, pruned_loss=0.05725, over 2462318.82 frames. utt_duration=1258 frames, utt_pad_proportion=0.05635, over 7839.56 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3053, pruned_loss=0.06921, over 2473501.58 frames. utt_duration=533.1 frames, utt_pad_proportion=0.05752, over 18610.22 utterances.], batch size: 35, lr: 3.66e-04
2022-08-26 05:34:13,987 INFO [train.py:958] (5/8) Computing validation loss
2022-08-26 05:34:27,521 INFO [train.py:967] (5/8) 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 05:36:08,629 INFO [train.py:927] (5/8) Epoch 10, batch 12050, giga_loss[loss=0.2383, simple_loss=0.2955, pruned_loss=0.09051, over 12328.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2092, over 371.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3046, pruned_loss=0.06858, over 2472131.33 frames. utt_duration=571.9 frames, utt_pad_proportion=0.06234, over 17336.70 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2927, pruned_loss=0.05709, over 2462057.85 frames. utt_duration=1267 frames, utt_pad_proportion=0.05474, over 7781.09 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3065, pruned_loss=0.07015, over 2473246.25 frames. utt_duration=525 frames, utt_pad_proportion=0.06273, over 18898.36 utterances.], batch size: 371, lr: 3.66e-04
2022-08-26 05:37:49,636 INFO [train.py:927] (5/8) Epoch 10, batch 12100, giga_loss[loss=0.1987, simple_loss=0.2747, pruned_loss=0.06132, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03341, over 40.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3037, pruned_loss=0.06816, over 2472290.61 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06322, over 17329.48 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.293, pruned_loss=0.05713, over 2462240.75 frames. utt_duration=1257 frames, utt_pad_proportion=0.05859, over 7844.33 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3053, pruned_loss=0.06975, over 2473296.05 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06202, over 18835.24 utterances.], batch size: 40, lr: 3.66e-04
2022-08-26 05:39:31,031 INFO [train.py:927] (5/8) Epoch 10, batch 12150, giga_loss[loss=0.2294, simple_loss=0.3181, pruned_loss=0.0704, over 12387.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02995, over 58.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3027, pruned_loss=0.06809, over 2472137.39 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05851, over 16184.79 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2931, pruned_loss=0.05726, over 2462396.88 frames. utt_duration=1253 frames, utt_pad_proportion=0.05875, over 7870.17 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3041, pruned_loss=0.06943, over 2472969.87 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05774, over 17518.69 utterances.], batch size: 58, lr: 3.66e-04
2022-08-26 05:41:10,668 INFO [train.py:927] (5/8) Epoch 10, batch 12200, giga_loss[loss=0.2254, simple_loss=0.313, pruned_loss=0.06889, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02747, over 45.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3027, pruned_loss=0.06784, over 2472113.95 frames. utt_duration=638.1 frames, utt_pad_proportion=0.05738, over 15532.89 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2932, pruned_loss=0.05732, over 2463008.16 frames. utt_duration=1258 frames, utt_pad_proportion=0.05676, over 7841.43 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3042, pruned_loss=0.06933, over 2472629.56 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05765, over 16968.90 utterances.], batch size: 45, lr: 3.66e-04
2022-08-26 05:42:54,380 INFO [train.py:927] (5/8) Epoch 10, batch 12250, giga_loss[loss=0.2643, simple_loss=0.3291, pruned_loss=0.09977, over 12362.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06076, over 182.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3035, pruned_loss=0.06811, over 2472619.01 frames. utt_duration=627.8 frames, utt_pad_proportion=0.06003, over 15792.29 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.294, pruned_loss=0.05788, over 2463756.75 frames. utt_duration=1243 frames, utt_pad_proportion=0.0607, over 7940.73 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3042, pruned_loss=0.06913, over 2472648.60 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05842, over 17104.42 utterances.], batch size: 182, lr: 3.66e-04
2022-08-26 05:44:37,401 INFO [train.py:927] (5/8) Epoch 10, batch 12300, giga_loss[loss=0.2129, simple_loss=0.2872, pruned_loss=0.06933, over 12338.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03332, over 85.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3027, pruned_loss=0.06816, over 2472686.66 frames. utt_duration=630.3 frames, utt_pad_proportion=0.06006, over 15730.37 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2939, pruned_loss=0.05788, over 2463584.29 frames. utt_duration=1245 frames, utt_pad_proportion=0.06, over 7925.70 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3035, pruned_loss=0.06911, over 2472983.62 frames. utt_duration=587.2 frames, utt_pad_proportion=0.05907, over 16887.54 utterances.], batch size: 85, lr: 3.66e-04
2022-08-26 05:46:20,448 INFO [train.py:927] (5/8) Epoch 10, batch 12350, giga_loss[loss=0.2045, simple_loss=0.2758, pruned_loss=0.06657, over 12431.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03812, over 37.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2996, pruned_loss=0.0669, over 2473178.20 frames. utt_duration=631.9 frames, utt_pad_proportion=0.06236, over 15691.87 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2938, pruned_loss=0.05779, over 2463604.37 frames. utt_duration=1246 frames, utt_pad_proportion=0.05978, over 7919.07 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3003, pruned_loss=0.06775, over 2473431.19 frames. utt_duration=596.3 frames, utt_pad_proportion=0.06153, over 16632.76 utterances.], batch size: 37, lr: 3.66e-04
2022-08-26 05:48:00,893 INFO [train.py:927] (5/8) Epoch 10, batch 12400, giga_loss[loss=0.1858, simple_loss=0.2679, pruned_loss=0.05187, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03715, over 40.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2973, pruned_loss=0.06607, over 2472914.06 frames. utt_duration=628.7 frames, utt_pad_proportion=0.06557, over 15770.44 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2937, pruned_loss=0.05792, over 2463718.99 frames. utt_duration=1253 frames, utt_pad_proportion=0.05823, over 7873.56 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2981, pruned_loss=0.0669, over 2473301.60 frames. utt_duration=590.1 frames, utt_pad_proportion=0.06543, over 16808.16 utterances.], batch size: 40, lr: 3.66e-04
2022-08-26 05:49:43,891 INFO [train.py:927] (5/8) Epoch 10, batch 12450, giga_loss[loss=0.1798, simple_loss=0.257, pruned_loss=0.05125, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03091, over 42.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2935, pruned_loss=0.06466, over 2473051.81 frames. utt_duration=628.8 frames, utt_pad_proportion=0.06357, over 15768.62 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2932, pruned_loss=0.05782, over 2463847.20 frames. utt_duration=1257 frames, utt_pad_proportion=0.05763, over 7848.59 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2946, pruned_loss=0.06551, over 2473388.89 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06385, over 16715.68 utterances.], batch size: 42, lr: 3.66e-04
2022-08-26 05:51:23,189 INFO [train.py:927] (5/8) Epoch 10, batch 12500, giga_loss[loss=0.1888, simple_loss=0.2677, pruned_loss=0.05495, over 12165.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03619, over 39.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2914, pruned_loss=0.06405, over 2472234.90 frames. utt_duration=640 frames, utt_pad_proportion=0.05946, over 15488.61 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2934, pruned_loss=0.05804, over 2463615.03 frames. utt_duration=1261 frames, utt_pad_proportion=0.05614, over 7824.14 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2921, pruned_loss=0.06474, over 2473000.34 frames. utt_duration=600.3 frames, utt_pad_proportion=0.0606, over 16519.38 utterances.], batch size: 39, lr: 3.66e-04
2022-08-26 05:53:08,660 INFO [train.py:927] (5/8) Epoch 10, batch 12550, giga_loss[loss=0.1827, simple_loss=0.2575, pruned_loss=0.05394, over 12471.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04564, over 34.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2903, pruned_loss=0.06319, over 2471826.62 frames. utt_duration=648.7 frames, utt_pad_proportion=0.05842, over 15276.28 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2933, pruned_loss=0.05798, over 2463935.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05553, over 7808.81 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.291, pruned_loss=0.06388, over 2472242.79 frames. utt_duration=611.4 frames, utt_pad_proportion=0.05969, over 16213.22 utterances.], batch size: 34, lr: 3.66e-04
2022-08-26 05:54:50,339 INFO [train.py:927] (5/8) Epoch 10, batch 12600, giga_loss[loss=0.2162, simple_loss=0.302, pruned_loss=0.06521, over 12412.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2928, pruned_loss=0.0637, over 2472107.42 frames. utt_duration=600.2 frames, utt_pad_proportion=0.06142, over 16517.07 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2936, pruned_loss=0.05806, over 2463999.02 frames. utt_duration=1261 frames, utt_pad_proportion=0.05568, over 7823.76 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.293, pruned_loss=0.06424, over 2472482.14 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06216, over 17356.77 utterances.], batch size: 105, lr: 3.66e-04
2022-08-26 05:56:30,664 INFO [train.py:927] (5/8) Epoch 10, batch 12650, giga_loss[loss=0.2048, simple_loss=0.2924, pruned_loss=0.05854, over 12435.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03861, over 37.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2929, pruned_loss=0.06268, over 2472699.18 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05736, over 17112.53 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05814, over 2463805.84 frames. utt_duration=1267 frames, utt_pad_proportion=0.05482, over 7790.54 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2933, pruned_loss=0.06321, over 2473421.97 frames. utt_duration=548 frames, utt_pad_proportion=0.05848, over 18103.31 utterances.], batch size: 37, lr: 3.66e-04
2022-08-26 05:58:11,062 INFO [train.py:927] (5/8) Epoch 10, batch 12700, giga_loss[loss=0.18, simple_loss=0.2663, pruned_loss=0.04682, over 12351.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02968, over 66.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2926, pruned_loss=0.06228, over 2473731.90 frames. utt_duration=565.3 frames, utt_pad_proportion=0.05746, over 17550.77 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2929, pruned_loss=0.05812, over 2463924.17 frames. utt_duration=1272 frames, utt_pad_proportion=0.05358, over 7758.15 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2932, pruned_loss=0.06284, over 2474492.25 frames. utt_duration=532.4 frames, utt_pad_proportion=0.05884, over 18641.94 utterances.], batch size: 66, lr: 3.66e-04
2022-08-26 05:59:59,066 INFO [train.py:927] (5/8) Epoch 10, batch 12750, giga_loss[loss=0.2154, simple_loss=0.2997, pruned_loss=0.06557, over 12272.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02716, over 54.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2937, pruned_loss=0.06288, over 2474003.44 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05956, over 17691.60 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05825, over 2464466.20 frames. utt_duration=1274 frames, utt_pad_proportion=0.05273, over 7746.12 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.294, pruned_loss=0.06328, over 2474276.63 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06095, over 18758.35 utterances.], batch size: 54, lr: 3.66e-04
2022-08-26 06:01:36,463 INFO [train.py:927] (5/8) Epoch 10, batch 12800, giga_loss[loss=0.2084, simple_loss=0.2935, pruned_loss=0.06171, over 12259.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.0242, over 54.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2961, pruned_loss=0.06399, over 2474232.62 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06202, over 17654.97 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2937, pruned_loss=0.05897, over 2464852.02 frames. utt_duration=1273 frames, utt_pad_proportion=0.05175, over 7755.21 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2959, pruned_loss=0.0638, over 2474396.53 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06338, over 18812.76 utterances.], batch size: 54, lr: 3.66e-04
2022-08-26 06:03:18,783 INFO [train.py:927] (5/8) Epoch 10, batch 12850, libri_loss[loss=0.195, simple_loss=0.2828, pruned_loss=0.05363, over 12245.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005456, over 34.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2978, pruned_loss=0.06433, over 2474011.16 frames. utt_duration=569 frames, utt_pad_proportion=0.06124, over 17437.66 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2943, pruned_loss=0.05938, over 2465037.75 frames. utt_duration=1274 frames, utt_pad_proportion=0.05056, over 7746.63 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2972, pruned_loss=0.06395, over 2474248.41 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06297, over 18647.82 utterances.], batch size: 34, lr: 3.66e-04
2022-08-26 06:04:57,754 INFO [train.py:927] (5/8) Epoch 10, batch 12900, giga_loss[loss=0.2249, simple_loss=0.3125, pruned_loss=0.06867, over 12446.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03191, over 75.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2981, pruned_loss=0.06469, over 2473847.04 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06197, over 17101.46 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05973, over 2465053.54 frames. utt_duration=1274 frames, utt_pad_proportion=0.04987, over 7747.74 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2974, pruned_loss=0.06418, over 2474152.36 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06369, over 18230.18 utterances.], batch size: 75, lr: 3.66e-04
2022-08-26 06:06:38,144 INFO [train.py:927] (5/8) Epoch 10, batch 12950, giga_loss[loss=0.1909, simple_loss=0.2766, pruned_loss=0.05262, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0394, over 113.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2969, pruned_loss=0.06438, over 2473156.90 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06436, over 16811.11 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.295, pruned_loss=0.06011, over 2464771.56 frames. utt_duration=1264 frames, utt_pad_proportion=0.05372, over 7809.58 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.296, pruned_loss=0.06373, over 2473829.47 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06431, over 17856.89 utterances.], batch size: 113, lr: 3.66e-04
2022-08-26 06:08:19,424 INFO [train.py:927] (5/8) Epoch 10, batch 13000, giga_loss[loss=0.2022, simple_loss=0.2903, pruned_loss=0.05703, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02915, over 48.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2938, pruned_loss=0.06282, over 2472917.41 frames. utt_duration=609.8 frames, utt_pad_proportion=0.06173, over 16260.42 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2949, pruned_loss=0.06019, over 2464720.14 frames. utt_duration=1267 frames, utt_pad_proportion=0.05314, over 7791.49 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2932, pruned_loss=0.06228, over 2473601.75 frames. utt_duration=576.1 frames, utt_pad_proportion=0.0621, over 17220.77 utterances.], batch size: 48, lr: 3.66e-04
2022-08-26 06:09:58,881 INFO [train.py:927] (5/8) Epoch 10, batch 13050, giga_loss[loss=0.2318, simple_loss=0.3187, pruned_loss=0.07245, over 12417.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04282, over 146.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2956, pruned_loss=0.0628, over 2473019.26 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05734, over 16821.77 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2951, pruned_loss=0.06044, over 2464962.30 frames. utt_duration=1268 frames, utt_pad_proportion=0.05242, over 7786.68 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2949, pruned_loss=0.06219, over 2473497.09 frames. utt_duration=559.2 frames, utt_pad_proportion=0.05816, over 17741.14 utterances.], batch size: 146, lr: 3.66e-04
2022-08-26 06:11:36,418 INFO [train.py:927] (5/8) Epoch 10, batch 13100, libri_loss[loss=0.2524, simple_loss=0.351, pruned_loss=0.07687, over 12476.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.0068, over 36.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2964, pruned_loss=0.0635, over 2473462.56 frames. utt_duration=584.1 frames, utt_pad_proportion=0.05436, over 16982.23 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2955, pruned_loss=0.06055, over 2465218.91 frames. utt_duration=1271 frames, utt_pad_proportion=0.05159, over 7767.14 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2955, pruned_loss=0.06297, over 2473790.15 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05553, over 17949.28 utterances.], batch size: 36, lr: 3.65e-04
2022-08-26 06:13:15,995 INFO [train.py:927] (5/8) Epoch 10, batch 13150, giga_loss[loss=0.2068, simple_loss=0.287, pruned_loss=0.06334, over 12417.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.0386, over 133.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.295, pruned_loss=0.06428, over 2474058.36 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05474, over 17514.76 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2956, pruned_loss=0.06098, over 2465568.23 frames. utt_duration=1277 frames, utt_pad_proportion=0.05028, over 7729.90 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2941, pruned_loss=0.06357, over 2474273.35 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05611, over 18606.47 utterances.], batch size: 133, lr: 3.65e-04
2022-08-26 06:14:57,006 INFO [train.py:927] (5/8) Epoch 10, batch 13200, libri_loss[loss=0.1798, simple_loss=0.2588, pruned_loss=0.05044, over 12308.00 frames. utt_duration=1825 frames, utt_pad_proportion=0.06508, over 27.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2933, pruned_loss=0.06398, over 2473569.45 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05269, over 16897.02 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.296, pruned_loss=0.06142, over 2466004.07 frames. utt_duration=1272 frames, utt_pad_proportion=0.05002, over 7761.29 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2923, pruned_loss=0.06316, over 2473696.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05414, over 18183.72 utterances.], batch size: 27, lr: 3.65e-04
2022-08-26 06:16:36,883 INFO [train.py:927] (5/8) Epoch 10, batch 13250, giga_loss[loss=0.1889, simple_loss=0.2607, pruned_loss=0.05853, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04793, over 34.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2889, pruned_loss=0.06217, over 2473184.39 frames. utt_duration=611 frames, utt_pad_proportion=0.05023, over 16230.70 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2961, pruned_loss=0.06165, over 2466209.09 frames. utt_duration=1274 frames, utt_pad_proportion=0.0494, over 7750.07 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2878, pruned_loss=0.06133, over 2473230.59 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05185, over 17423.50 utterances.], batch size: 34, lr: 3.65e-04
2022-08-26 06:18:16,851 INFO [train.py:927] (5/8) Epoch 10, batch 13300, giga_loss[loss=0.1976, simple_loss=0.2759, pruned_loss=0.05961, over 12418.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.0427, over 26.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2857, pruned_loss=0.06078, over 2473919.42 frames. utt_duration=617.5 frames, utt_pad_proportion=0.04884, over 16064.63 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2958, pruned_loss=0.0616, over 2465906.48 frames. utt_duration=1277 frames, utt_pad_proportion=0.04907, over 7733.62 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.285, pruned_loss=0.06016, over 2474281.84 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05034, over 17087.15 utterances.], batch size: 26, lr: 3.65e-04
2022-08-26 06:19:56,768 INFO [train.py:927] (5/8) Epoch 10, batch 13350, giga_loss[loss=0.2362, simple_loss=0.3145, pruned_loss=0.07896, over 12344.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1978, over 366.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2884, pruned_loss=0.06204, over 2473363.16 frames. utt_duration=604.7 frames, utt_pad_proportion=0.05182, over 16400.66 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.296, pruned_loss=0.06203, over 2465994.34 frames. utt_duration=1275 frames, utt_pad_proportion=0.04959, over 7747.40 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2876, pruned_loss=0.06117, over 2473662.49 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05265, over 17305.93 utterances.], batch size: 366, lr: 3.65e-04
2022-08-26 06:21:38,866 INFO [train.py:927] (5/8) Epoch 10, batch 13400, giga_loss[loss=0.2082, simple_loss=0.2913, pruned_loss=0.06254, over 12245.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03119, over 45.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2911, pruned_loss=0.06286, over 2473711.44 frames. utt_duration=601.9 frames, utt_pad_proportion=0.0538, over 16481.04 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2964, pruned_loss=0.06247, over 2466249.02 frames. utt_duration=1259 frames, utt_pad_proportion=0.05504, over 7847.63 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2899, pruned_loss=0.06179, over 2473908.58 frames. utt_duration=573.1 frames, utt_pad_proportion=0.05221, over 17311.55 utterances.], batch size: 45, lr: 3.65e-04
2022-08-26 06:23:20,322 INFO [train.py:927] (5/8) Epoch 10, batch 13450, giga_loss[loss=0.285, simple_loss=0.3526, pruned_loss=0.1087, over 12363.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04266, over 133.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2948, pruned_loss=0.06515, over 2474677.88 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05641, over 17197.05 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2961, pruned_loss=0.06244, over 2466201.03 frames. utt_duration=1264 frames, utt_pad_proportion=0.05443, over 7812.97 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2941, pruned_loss=0.06434, over 2475007.07 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05532, over 18040.94 utterances.], batch size: 133, lr: 3.65e-04
2022-08-26 06:25:04,707 INFO [train.py:927] (5/8) Epoch 10, batch 13500, giga_loss[loss=0.2287, simple_loss=0.3125, pruned_loss=0.07244, over 12332.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03073, over 91.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2987, pruned_loss=0.06769, over 2474678.33 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05997, over 17247.64 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2959, pruned_loss=0.06267, over 2466454.83 frames. utt_duration=1256 frames, utt_pad_proportion=0.05764, over 7866.82 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2983, pruned_loss=0.06696, over 2474981.29 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05777, over 18177.45 utterances.], batch size: 91, lr: 3.65e-04
2022-08-26 06:26:48,289 INFO [train.py:927] (5/8) Epoch 10, batch 13550, giga_loss[loss=0.2169, simple_loss=0.3064, pruned_loss=0.06368, over 12455.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03129, over 75.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3068, pruned_loss=0.07335, over 2474833.30 frames. utt_duration=538 frames, utt_pad_proportion=0.06382, over 18450.73 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2957, pruned_loss=0.06277, over 2466635.25 frames. utt_duration=1249 frames, utt_pad_proportion=0.06134, over 7908.60 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3067, pruned_loss=0.07281, over 2475093.56 frames. utt_duration=513 frames, utt_pad_proportion=0.06063, over 19353.20 utterances.], batch size: 75, lr: 3.65e-04
2022-08-26 06:28:30,760 INFO [train.py:927] (5/8) Epoch 10, batch 13600, giga_loss[loss=0.2682, simple_loss=0.35, pruned_loss=0.09314, over 12445.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03193, over 75.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3139, pruned_loss=0.07888, over 2474848.83 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06454, over 19087.56 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2955, pruned_loss=0.06303, over 2466300.06 frames. utt_duration=1256 frames, utt_pad_proportion=0.05974, over 7866.81 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3147, pruned_loss=0.07869, over 2475688.02 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06271, over 20255.60 utterances.], batch size: 75, lr: 3.65e-04
2022-08-26 06:30:13,452 INFO [train.py:927] (5/8) Epoch 10, batch 13650, libri_loss[loss=0.1929, simple_loss=0.2649, pruned_loss=0.06045, over 12459.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008034, over 29.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3188, pruned_loss=0.0833, over 2475084.23 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06423, over 19788.90 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2952, pruned_loss=0.06311, over 2466174.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.0582, over 7829.83 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3203, pruned_loss=0.08369, over 2476164.98 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06341, over 21144.37 utterances.], batch size: 29, lr: 3.65e-04
2022-08-26 06:32:02,500 INFO [train.py:927] (5/8) Epoch 10, batch 13700, giga_loss[loss=0.3276, simple_loss=0.3807, pruned_loss=0.1373, over 12353.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03539, over 104.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3235, pruned_loss=0.08769, over 2475465.24 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06327, over 19988.00 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2955, pruned_loss=0.06354, over 2466643.64 frames. utt_duration=1261 frames, utt_pad_proportion=0.05746, over 7831.09 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.325, pruned_loss=0.08801, over 2476051.32 frames. utt_duration=466.9 frames, utt_pad_proportion=0.06294, over 21280.06 utterances.], batch size: 104, lr: 3.65e-04
2022-08-26 06:33:50,128 INFO [train.py:927] (5/8) Epoch 10, batch 13750, libri_loss[loss=0.2468, simple_loss=0.3251, pruned_loss=0.08423, over 12431.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02052, over 43.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3281, pruned_loss=0.09112, over 2476179.38 frames. utt_duration=477 frames, utt_pad_proportion=0.07036, over 20827.13 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.297, pruned_loss=0.0644, over 2466832.75 frames. utt_duration=1258 frames, utt_pad_proportion=0.05671, over 7849.92 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.329, pruned_loss=0.09147, over 2476791.59 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07022, over 22298.79 utterances.], batch size: 43, lr: 3.65e-04
2022-08-26 06:35:35,242 INFO [train.py:927] (5/8) Epoch 10, batch 13800, giga_loss[loss=0.2194, simple_loss=0.3045, pruned_loss=0.06718, over 12385.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03062, over 62.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3299, pruned_loss=0.09288, over 2476159.43 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07434, over 21543.22 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2978, pruned_loss=0.06462, over 2466808.44 frames. utt_duration=1261 frames, utt_pad_proportion=0.05589, over 7835.02 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3305, pruned_loss=0.09346, over 2476857.64 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07436, over 22972.42 utterances.], batch size: 62, lr: 3.65e-04
2022-08-26 06:37:18,638 INFO [train.py:927] (5/8) Epoch 10, batch 13850, giga_loss[loss=0.2664, simple_loss=0.3362, pruned_loss=0.09829, over 12394.00 frames. utt_duration=973.8 frames, utt_pad_proportion=0.0301, over 51.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3313, pruned_loss=0.09333, over 2476339.04 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07424, over 21773.42 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.298, pruned_loss=0.0649, over 2467034.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.05605, over 7859.32 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3321, pruned_loss=0.09403, over 2476846.91 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07432, over 23124.25 utterances.], batch size: 51, lr: 3.65e-04
2022-08-26 06:39:05,467 INFO [train.py:927] (5/8) Epoch 10, batch 13900, giga_loss[loss=0.2374, simple_loss=0.3222, pruned_loss=0.07631, over 12410.00 frames. utt_duration=405 frames, utt_pad_proportion=0.04034, over 123.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3294, pruned_loss=0.09201, over 2475656.38 frames. utt_duration=443.4 frames, utt_pad_proportion=0.08208, over 22405.87 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2975, pruned_loss=0.06503, over 2467088.76 frames. utt_duration=1264 frames, utt_pad_proportion=0.05431, over 7815.24 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3319, pruned_loss=0.0937, over 2476412.01 frames. utt_duration=411.2 frames, utt_pad_proportion=0.08244, over 24175.04 utterances.], batch size: 123, lr: 3.65e-04
2022-08-26 06:40:53,125 INFO [train.py:927] (5/8) Epoch 10, batch 13950, giga_loss[loss=0.2462, simple_loss=0.3267, pruned_loss=0.08288, over 12383.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04155, over 133.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3264, pruned_loss=0.08759, over 2474137.55 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07682, over 20969.94 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2975, pruned_loss=0.0651, over 2466856.42 frames. utt_duration=1267 frames, utt_pad_proportion=0.05395, over 7797.13 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3287, pruned_loss=0.08906, over 2475000.79 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07763, over 22496.14 utterances.], batch size: 133, lr: 3.65e-04
2022-08-26 06:42:38,947 INFO [train.py:927] (5/8) Epoch 10, batch 14000, giga_loss[loss=0.236, simple_loss=0.314, pruned_loss=0.07898, over 12362.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04313, over 133.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3236, pruned_loss=0.08528, over 2474771.55 frames. utt_duration=475 frames, utt_pad_proportion=0.07723, over 20905.78 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2977, pruned_loss=0.06527, over 2467243.57 frames. utt_duration=1268 frames, utt_pad_proportion=0.05333, over 7789.23 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3256, pruned_loss=0.08658, over 2475225.52 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07813, over 22280.33 utterances.], batch size: 133, lr: 3.65e-04
2022-08-26 06:44:21,949 INFO [train.py:927] (5/8) Epoch 10, batch 14050, giga_loss[loss=0.2466, simple_loss=0.342, pruned_loss=0.07565, over 12385.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02732, over 70.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3231, pruned_loss=0.0852, over 2475082.42 frames. utt_duration=463 frames, utt_pad_proportion=0.07681, over 21452.16 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.298, pruned_loss=0.06554, over 2467284.41 frames. utt_duration=1257 frames, utt_pad_proportion=0.05782, over 7858.40 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3246, pruned_loss=0.08615, over 2475471.69 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0761, over 22592.94 utterances.], batch size: 70, lr: 3.65e-04
2022-08-26 06:46:16,922 INFO [train.py:927] (5/8) Epoch 10, batch 14100, giga_loss[loss=0.2494, simple_loss=0.3411, pruned_loss=0.07889, over 12350.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03064, over 85.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3222, pruned_loss=0.08353, over 2474571.39 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07795, over 21311.10 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2977, pruned_loss=0.0655, over 2467208.53 frames. utt_duration=1260 frames, utt_pad_proportion=0.05743, over 7840.84 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3238, pruned_loss=0.08448, over 2475016.27 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07748, over 22340.36 utterances.], batch size: 85, lr: 3.65e-04
2022-08-26 06:48:04,166 INFO [train.py:927] (5/8) Epoch 10, batch 14150, libri_loss[loss=0.2243, simple_loss=0.3041, pruned_loss=0.07223, over 12127.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006119, over 32.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3223, pruned_loss=0.08239, over 2474235.16 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07775, over 21354.26 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2977, pruned_loss=0.0656, over 2466966.60 frames. utt_duration=1264 frames, utt_pad_proportion=0.05637, over 7812.99 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3243, pruned_loss=0.08347, over 2475024.79 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07789, over 22527.24 utterances.], batch size: 32, lr: 3.65e-04
2022-08-26 06:49:49,491 INFO [train.py:927] (5/8) Epoch 10, batch 14200, giga_loss[loss=0.2409, simple_loss=0.3281, pruned_loss=0.0768, over 12350.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04168, over 113.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3229, pruned_loss=0.08331, over 2474124.98 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07444, over 21750.14 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2977, pruned_loss=0.06569, over 2466895.32 frames. utt_duration=1263 frames, utt_pad_proportion=0.0564, over 7819.89 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.325, pruned_loss=0.08443, over 2474962.82 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07485, over 22988.53 utterances.], batch size: 113, lr: 3.65e-04
2022-08-26 06:51:37,565 INFO [train.py:927] (5/8) Epoch 10, batch 14250, giga_loss[loss=0.2316, simple_loss=0.3094, pruned_loss=0.07684, over 12389.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04489, over 146.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3205, pruned_loss=0.08279, over 2473807.68 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07343, over 21093.75 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.298, pruned_loss=0.06596, over 2467035.11 frames. utt_duration=1265 frames, utt_pad_proportion=0.05576, over 7809.60 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3222, pruned_loss=0.08367, over 2474453.68 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07409, over 22268.35 utterances.], batch size: 146, lr: 3.65e-04
2022-08-26 06:53:25,068 INFO [train.py:927] (5/8) Epoch 10, batch 14300, giga_loss[loss=0.214, simple_loss=0.3048, pruned_loss=0.0616, over 12357.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03654, over 122.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3186, pruned_loss=0.08099, over 2473119.70 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06831, over 20129.20 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2978, pruned_loss=0.06591, over 2466667.00 frames. utt_duration=1271 frames, utt_pad_proportion=0.05461, over 7772.66 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3207, pruned_loss=0.08219, over 2474159.25 frames. utt_duration=462.7 frames, utt_pad_proportion=0.06962, over 21455.74 utterances.], batch size: 122, lr: 3.65e-04
2022-08-26 06:55:08,468 INFO [train.py:927] (5/8) Epoch 10, batch 14350, giga_loss[loss=0.233, simple_loss=0.3122, pruned_loss=0.0769, over 12356.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03198, over 97.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3174, pruned_loss=0.07982, over 2473758.28 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06573, over 19576.95 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2977, pruned_loss=0.06604, over 2466940.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.05882, over 7833.98 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3196, pruned_loss=0.0809, over 2474462.86 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06568, over 20778.42 utterances.], batch size: 97, lr: 3.65e-04
2022-08-26 06:56:54,212 INFO [train.py:927] (5/8) Epoch 10, batch 14400, giga_loss[loss=0.2327, simple_loss=0.316, pruned_loss=0.07471, over 12341.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.02933, over 62.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3159, pruned_loss=0.07892, over 2474582.62 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06397, over 19834.81 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2977, pruned_loss=0.06614, over 2467185.10 frames. utt_duration=1261 frames, utt_pad_proportion=0.05815, over 7837.39 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3179, pruned_loss=0.0799, over 2475041.18 frames. utt_duration=473.2 frames, utt_pad_proportion=0.06426, over 20986.68 utterances.], batch size: 62, lr: 3.65e-04
2022-08-26 06:58:38,944 INFO [train.py:927] (5/8) Epoch 10, batch 14450, giga_loss[loss=0.3226, simple_loss=0.3607, pruned_loss=0.1423, over 12376.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3144, pruned_loss=0.07952, over 2474345.29 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06743, over 20345.04 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.297, pruned_loss=0.06608, over 2467449.72 frames. utt_duration=1267 frames, utt_pad_proportion=0.05743, over 7796.95 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3169, pruned_loss=0.08059, over 2474600.13 frames. utt_duration=461.4 frames, utt_pad_proportion=0.06782, over 21521.77 utterances.], batch size: 258, lr: 3.64e-04
2022-08-26 07:00:22,232 INFO [train.py:927] (5/8) Epoch 10, batch 14500, giga_loss[loss=0.222, simple_loss=0.3043, pruned_loss=0.06991, over 12191.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04178, over 28.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3141, pruned_loss=0.08013, over 2474630.00 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06818, over 20334.50 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2973, pruned_loss=0.06632, over 2467316.00 frames. utt_duration=1268 frames, utt_pad_proportion=0.05646, over 7792.92 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3162, pruned_loss=0.08108, over 2475128.88 frames. utt_duration=460.6 frames, utt_pad_proportion=0.06887, over 21561.53 utterances.], batch size: 28, lr: 3.64e-04
2022-08-26 07:02:04,843 INFO [train.py:927] (5/8) Epoch 10, batch 14550, giga_loss[loss=0.2561, simple_loss=0.3293, pruned_loss=0.09148, over 12384.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05948, over 182.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3134, pruned_loss=0.07939, over 2473676.95 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06936, over 19752.08 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2976, pruned_loss=0.06664, over 2467129.25 frames. utt_duration=1257 frames, utt_pad_proportion=0.06008, over 7858.06 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3152, pruned_loss=0.08019, over 2474395.35 frames. utt_duration=474 frames, utt_pad_proportion=0.06891, over 20944.43 utterances.], batch size: 182, lr: 3.64e-04
2022-08-26 07:03:46,294 INFO [train.py:927] (5/8) Epoch 10, batch 14600, giga_loss[loss=0.2265, simple_loss=0.3039, pruned_loss=0.07459, over 12394.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03662, over 113.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3136, pruned_loss=0.07896, over 2473271.30 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07262, over 19785.45 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2981, pruned_loss=0.06716, over 2467447.88 frames. utt_duration=1251 frames, utt_pad_proportion=0.06044, over 7899.64 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.315, pruned_loss=0.07947, over 2473726.00 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07213, over 21020.49 utterances.], batch size: 113, lr: 3.64e-04
2022-08-26 07:05:30,612 INFO [train.py:927] (5/8) Epoch 10, batch 14650, libri_loss[loss=0.1735, simple_loss=0.2562, pruned_loss=0.04535, over 12191.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008028, over 30.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.313, pruned_loss=0.07858, over 2473491.26 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07476, over 19946.05 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2974, pruned_loss=0.06699, over 2467454.65 frames. utt_duration=1258 frames, utt_pad_proportion=0.05931, over 7853.18 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3153, pruned_loss=0.07949, over 2474046.09 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07474, over 21318.24 utterances.], batch size: 30, lr: 3.64e-04
2022-08-26 07:07:14,348 INFO [train.py:927] (5/8) Epoch 10, batch 14700, giga_loss[loss=0.2702, simple_loss=0.3355, pruned_loss=0.1024, over 12433.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3146, pruned_loss=0.08076, over 2473757.71 frames. utt_duration=491.3 frames, utt_pad_proportion=0.0779, over 20200.34 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2971, pruned_loss=0.06724, over 2467383.85 frames. utt_duration=1266 frames, utt_pad_proportion=0.05787, over 7804.16 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3171, pruned_loss=0.08165, over 2474453.86 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07833, over 21733.93 utterances.], batch size: 105, lr: 3.64e-04
2022-08-26 07:09:03,706 INFO [train.py:927] (5/8) Epoch 10, batch 14750, giga_loss[loss=0.2196, simple_loss=0.2984, pruned_loss=0.07038, over 12361.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03165, over 62.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3144, pruned_loss=0.08112, over 2474276.89 frames. utt_duration=506 frames, utt_pad_proportion=0.07225, over 19617.36 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2969, pruned_loss=0.06721, over 2467374.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.05738, over 7783.15 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3169, pruned_loss=0.08203, over 2474919.31 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07318, over 21005.91 utterances.], batch size: 62, lr: 3.64e-04
2022-08-26 07:10:46,841 INFO [train.py:927] (5/8) Epoch 10, batch 14800, giga_loss[loss=0.2787, simple_loss=0.3464, pruned_loss=0.1055, over 12363.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1948, over 365.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3141, pruned_loss=0.08114, over 2473538.92 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07766, over 20076.68 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2973, pruned_loss=0.06744, over 2467405.09 frames. utt_duration=1273 frames, utt_pad_proportion=0.05607, over 7760.06 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08205, over 2474199.23 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07866, over 21533.13 utterances.], batch size: 365, lr: 3.64e-04
2022-08-26 07:12:29,701 INFO [train.py:927] (5/8) Epoch 10, batch 14850, giga_loss[loss=0.2133, simple_loss=0.2993, pruned_loss=0.06362, over 12391.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03054, over 62.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3132, pruned_loss=0.07983, over 2474176.45 frames. utt_duration=485 frames, utt_pad_proportion=0.07584, over 20468.15 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2969, pruned_loss=0.06738, over 2467288.15 frames. utt_duration=1278 frames, utt_pad_proportion=0.05543, over 7730.01 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3156, pruned_loss=0.08088, over 2474947.01 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07704, over 21883.87 utterances.], batch size: 62, lr: 3.64e-04
2022-08-26 07:14:15,243 INFO [train.py:927] (5/8) Epoch 10, batch 14900, giga_loss[loss=0.2506, simple_loss=0.3222, pruned_loss=0.08953, over 12356.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03634, over 122.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3115, pruned_loss=0.07943, over 2474252.86 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07225, over 20499.49 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.297, pruned_loss=0.06759, over 2467199.81 frames. utt_duration=1278 frames, utt_pad_proportion=0.0551, over 7731.02 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3135, pruned_loss=0.08024, over 2475034.84 frames. utt_duration=456 frames, utt_pad_proportion=0.07359, over 21783.16 utterances.], batch size: 122, lr: 3.64e-04
2022-08-26 07:15:58,104 INFO [train.py:927] (5/8) Epoch 10, batch 14950, giga_loss[loss=0.2227, simple_loss=0.3037, pruned_loss=0.07086, over 12373.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.03911, over 31.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3137, pruned_loss=0.0811, over 2474381.67 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07209, over 20634.90 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2972, pruned_loss=0.06778, over 2467268.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.05487, over 7753.07 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3155, pruned_loss=0.0819, over 2475133.21 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07344, over 21988.40 utterances.], batch size: 31, lr: 3.64e-04
2022-08-26 07:17:44,762 INFO [train.py:927] (5/8) Epoch 10, batch 15000, giga_loss[loss=0.2394, simple_loss=0.3177, pruned_loss=0.08052, over 12411.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3173, pruned_loss=0.08157, over 2474655.08 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07732, over 21404.88 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2972, pruned_loss=0.0678, over 2467278.36 frames. utt_duration=1276 frames, utt_pad_proportion=0.05444, over 7745.58 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3189, pruned_loss=0.08232, over 2475303.15 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0783, over 22602.26 utterances.], batch size: 259, lr: 3.64e-04
2022-08-26 07:17:44,764 INFO [train.py:958] (5/8) Computing validation loss
2022-08-26 07:17:58,840 INFO [train.py:967] (5/8) 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] (5/8) Epoch 10, batch 15050, giga_loss[loss=0.1892, simple_loss=0.2816, pruned_loss=0.04839, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03025, over 48.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3191, pruned_loss=0.08258, over 2474350.32 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07584, over 21499.77 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2973, pruned_loss=0.06788, over 2467182.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.05384, over 7730.46 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3206, pruned_loss=0.08328, over 2475051.61 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07696, over 22645.26 utterances.], batch size: 48, lr: 3.64e-04
2022-08-26 07:21:26,132 INFO [train.py:927] (5/8) Epoch 10, batch 15100, giga_loss[loss=0.2935, simple_loss=0.3571, pruned_loss=0.1149, over 12426.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05162, over 162.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3185, pruned_loss=0.08263, over 2473958.08 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07475, over 21051.23 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.297, pruned_loss=0.06791, over 2467100.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.05265, over 7709.07 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3209, pruned_loss=0.08381, over 2474912.74 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07633, over 22610.32 utterances.], batch size: 162, lr: 3.64e-04
2022-08-26 07:23:13,028 INFO [train.py:927] (5/8) Epoch 10, batch 15150, giga_loss[loss=0.2286, simple_loss=0.3073, pruned_loss=0.07489, over 12413.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03233, over 80.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3172, pruned_loss=0.08247, over 2474185.32 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07374, over 21025.60 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2964, pruned_loss=0.06768, over 2467107.86 frames. utt_duration=1286 frames, utt_pad_proportion=0.05216, over 7685.01 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3199, pruned_loss=0.08386, over 2475062.51 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07531, over 22509.95 utterances.], batch size: 80, lr: 3.64e-04
2022-08-26 07:24:55,023 INFO [train.py:927] (5/8) Epoch 10, batch 15200, giga_loss[loss=0.2311, simple_loss=0.31, pruned_loss=0.07615, over 12175.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.03972, over 33.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3169, pruned_loss=0.08227, over 2474014.39 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07076, over 20952.42 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2964, pruned_loss=0.06763, over 2466889.32 frames. utt_duration=1287 frames, utt_pad_proportion=0.05197, over 7678.59 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3192, pruned_loss=0.08344, over 2474900.16 frames. utt_duration=448 frames, utt_pad_proportion=0.07225, over 22170.85 utterances.], batch size: 33, lr: 3.64e-04
2022-08-26 07:26:40,227 INFO [train.py:927] (5/8) Epoch 10, batch 15250, giga_loss[loss=0.2975, simple_loss=0.3494, pruned_loss=0.1228, over 12356.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2081, over 371.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3166, pruned_loss=0.08294, over 2474727.96 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06958, over 20866.32 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2963, pruned_loss=0.06761, over 2466711.66 frames. utt_duration=1291 frames, utt_pad_proportion=0.05088, over 7652.54 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3191, pruned_loss=0.08432, over 2475821.65 frames. utt_duration=446.9 frames, utt_pad_proportion=0.0713, over 22230.88 utterances.], batch size: 371, lr: 3.64e-04
2022-08-26 07:28:25,230 INFO [train.py:927] (5/8) Epoch 10, batch 15300, giga_loss[loss=0.2194, simple_loss=0.3015, pruned_loss=0.06861, over 12442.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03539, over 105.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3149, pruned_loss=0.08201, over 2474428.77 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06625, over 20277.33 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2964, pruned_loss=0.06773, over 2466750.04 frames. utt_duration=1283 frames, utt_pad_proportion=0.05175, over 7697.83 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3172, pruned_loss=0.08325, over 2475396.85 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06774, over 21543.20 utterances.], batch size: 105, lr: 3.64e-04
2022-08-26 07:30:08,954 INFO [train.py:927] (5/8) Epoch 10, batch 15350, libri_loss[loss=0.2664, simple_loss=0.3392, pruned_loss=0.09682, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01396, over 40.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3172, pruned_loss=0.08393, over 2473961.13 frames. utt_duration=453.4 frames, utt_pad_proportion=0.0776, over 21897.28 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2965, pruned_loss=0.06788, over 2466583.94 frames. utt_duration=1286 frames, utt_pad_proportion=0.05082, over 7683.48 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3194, pruned_loss=0.08514, over 2475053.49 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07866, over 23244.96 utterances.], batch size: 40, lr: 3.64e-04
2022-08-26 07:31:55,307 INFO [train.py:927] (5/8) Epoch 10, batch 15400, giga_loss[loss=0.2543, simple_loss=0.3334, pruned_loss=0.08763, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05514, over 162.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3182, pruned_loss=0.08275, over 2473213.72 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07481, over 21371.96 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2965, pruned_loss=0.06788, over 2466583.94 frames. utt_duration=1286 frames, utt_pad_proportion=0.05082, over 7683.48 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3199, pruned_loss=0.0837, over 2474063.91 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07579, over 22420.88 utterances.], batch size: 162, lr: 3.64e-04
2022-08-26 07:33:41,075 INFO [train.py:927] (5/8) Epoch 10, batch 15450, giga_loss[loss=0.2213, simple_loss=0.3087, pruned_loss=0.06696, over 12361.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3211, pruned_loss=0.08274, over 2473724.84 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07288, over 21242.12 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2966, pruned_loss=0.06794, over 2466723.02 frames. utt_duration=1283 frames, utt_pad_proportion=0.05094, over 7697.06 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3224, pruned_loss=0.08349, over 2474306.56 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07374, over 22105.90 utterances.], batch size: 62, lr: 3.64e-04
2022-08-26 07:35:23,616 INFO [train.py:927] (5/8) Epoch 10, batch 15500, giga_loss[loss=0.2361, simple_loss=0.3202, pruned_loss=0.076, over 12355.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.032, over 58.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3231, pruned_loss=0.08455, over 2473115.65 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07244, over 20546.71 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2969, pruned_loss=0.06807, over 2466550.69 frames. utt_duration=1281 frames, utt_pad_proportion=0.05045, over 7709.80 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3248, pruned_loss=0.08558, over 2473981.36 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07362, over 21702.39 utterances.], batch size: 58, lr: 3.64e-04
2022-08-26 07:37:07,806 INFO [train.py:927] (5/8) Epoch 10, batch 15550, giga_loss[loss=0.3189, simple_loss=0.361, pruned_loss=0.1384, over 12346.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3237, pruned_loss=0.0856, over 2473947.37 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07491, over 21308.61 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2969, pruned_loss=0.06814, over 2466829.89 frames. utt_duration=1283 frames, utt_pad_proportion=0.04984, over 7702.21 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3253, pruned_loss=0.08656, over 2474473.98 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07597, over 22395.87 utterances.], batch size: 370, lr: 3.64e-04
2022-08-26 07:38:49,733 INFO [train.py:927] (5/8) Epoch 10, batch 15600, giga_loss[loss=0.2638, simple_loss=0.3457, pruned_loss=0.09093, over 12400.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.0445, over 34.00 utterances.], tot_loss[loss=0.246, simple_loss=0.323, pruned_loss=0.08452, over 2473748.17 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07839, over 21188.97 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2971, pruned_loss=0.06844, over 2466468.17 frames. utt_duration=1281 frames, utt_pad_proportion=0.04941, over 7710.08 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3249, pruned_loss=0.08548, over 2474676.91 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07949, over 22423.36 utterances.], batch size: 34, lr: 3.64e-04
2022-08-26 07:40:33,249 INFO [train.py:927] (5/8) Epoch 10, batch 15650, giga_loss[loss=0.2475, simple_loss=0.3257, pruned_loss=0.08466, over 12449.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03685, over 43.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3229, pruned_loss=0.08393, over 2473909.34 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07636, over 20931.47 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2967, pruned_loss=0.06826, over 2466475.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.04878, over 7685.06 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3252, pruned_loss=0.08512, over 2474756.84 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07766, over 22163.62 utterances.], batch size: 43, lr: 3.64e-04
2022-08-26 07:42:18,588 INFO [train.py:927] (5/8) Epoch 10, batch 15700, libri_loss[loss=0.2166, simple_loss=0.3042, pruned_loss=0.06447, over 12275.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.005825, over 32.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3224, pruned_loss=0.08354, over 2473749.10 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07203, over 20440.96 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2969, pruned_loss=0.06827, over 2466329.64 frames. utt_duration=1284 frames, utt_pad_proportion=0.04883, over 7689.41 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3244, pruned_loss=0.08474, over 2474673.53 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07345, over 21640.62 utterances.], batch size: 32, lr: 3.64e-04
2022-08-26 07:44:03,328 INFO [train.py:927] (5/8) Epoch 10, batch 15750, giga_loss[loss=0.2139, simple_loss=0.2915, pruned_loss=0.06818, over 12467.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02949, over 55.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3208, pruned_loss=0.08356, over 2474395.37 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07704, over 21317.19 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2971, pruned_loss=0.06835, over 2466301.58 frames. utt_duration=1282 frames, utt_pad_proportion=0.0493, over 7706.17 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3226, pruned_loss=0.08465, over 2475232.82 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07785, over 22418.73 utterances.], batch size: 55, lr: 3.64e-04
2022-08-26 07:45:46,109 INFO [train.py:927] (5/8) Epoch 10, batch 15800, giga_loss[loss=0.2178, simple_loss=0.304, pruned_loss=0.06579, over 12339.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03425, over 62.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3197, pruned_loss=0.08351, over 2474227.34 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07529, over 21354.80 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.2979, pruned_loss=0.0688, over 2466305.24 frames. utt_duration=1277 frames, utt_pad_proportion=0.04953, over 7734.07 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3209, pruned_loss=0.08433, over 2475076.43 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07618, over 22509.91 utterances.], batch size: 62, lr: 3.64e-04
2022-08-26 07:47:29,538 INFO [train.py:927] (5/8) Epoch 10, batch 15850, giga_loss[loss=0.2606, simple_loss=0.3349, pruned_loss=0.09312, over 12330.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03346, over 85.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3177, pruned_loss=0.08226, over 2474306.45 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07617, over 21558.30 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2978, pruned_loss=0.0688, over 2466340.69 frames. utt_duration=1278 frames, utt_pad_proportion=0.04912, over 7726.03 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3191, pruned_loss=0.0831, over 2475045.37 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07705, over 22659.04 utterances.], batch size: 85, lr: 3.63e-04
2022-08-26 07:49:10,816 INFO [train.py:927] (5/8) Epoch 10, batch 15900, giga_loss[loss=0.2347, simple_loss=0.3098, pruned_loss=0.07986, over 12377.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02905, over 85.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07987, over 2474938.91 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07286, over 21223.67 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2982, pruned_loss=0.06904, over 2466739.07 frames. utt_duration=1259 frames, utt_pad_proportion=0.05437, over 7848.50 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3166, pruned_loss=0.08064, over 2475388.93 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07244, over 22370.25 utterances.], batch size: 85, lr: 3.63e-04
2022-08-26 07:51:00,435 INFO [train.py:927] (5/8) Epoch 10, batch 15950, giga_loss[loss=0.228, simple_loss=0.3135, pruned_loss=0.07122, over 12368.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03147, over 97.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3139, pruned_loss=0.0804, over 2474719.80 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07745, over 21934.94 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2987, pruned_loss=0.06957, over 2467159.96 frames. utt_duration=1259 frames, utt_pad_proportion=0.05327, over 7845.17 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3149, pruned_loss=0.08083, over 2474925.20 frames. utt_duration=428 frames, utt_pad_proportion=0.07738, over 23208.24 utterances.], batch size: 97, lr: 3.63e-04
2022-08-26 07:52:44,880 INFO [train.py:927] (5/8) Epoch 10, batch 16000, giga_loss[loss=0.2202, simple_loss=0.3057, pruned_loss=0.06734, over 12331.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03067, over 85.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3132, pruned_loss=0.07968, over 2474565.48 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07219, over 20846.88 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2984, pruned_loss=0.06962, over 2467084.32 frames. utt_duration=1265 frames, utt_pad_proportion=0.05187, over 7807.88 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3148, pruned_loss=0.08037, over 2475051.26 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07312, over 22401.52 utterances.], batch size: 85, lr: 3.63e-04
2022-08-26 07:54:28,146 INFO [train.py:927] (5/8) Epoch 10, batch 16050, giga_loss[loss=0.2495, simple_loss=0.3277, pruned_loss=0.08563, over 12352.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04441, over 37.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3145, pruned_loss=0.08033, over 2474458.84 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06978, over 20951.78 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2987, pruned_loss=0.06983, over 2467146.54 frames. utt_duration=1268 frames, utt_pad_proportion=0.05129, over 7792.80 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3158, pruned_loss=0.08084, over 2474901.56 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07092, over 22377.63 utterances.], batch size: 37, lr: 3.63e-04
2022-08-26 07:56:13,440 INFO [train.py:927] (5/8) Epoch 10, batch 16100, giga_loss[loss=0.2279, simple_loss=0.3129, pruned_loss=0.07143, over 12320.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03497, over 51.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3151, pruned_loss=0.08094, over 2474020.64 frames. utt_duration=472.3 frames, utt_pad_proportion=0.072, over 21019.84 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2989, pruned_loss=0.07007, over 2467028.09 frames. utt_duration=1267 frames, utt_pad_proportion=0.05124, over 7798.91 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.316, pruned_loss=0.08122, over 2474530.78 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07288, over 22252.56 utterances.], batch size: 51, lr: 3.63e-04
2022-08-26 07:57:59,384 INFO [train.py:927] (5/8) Epoch 10, batch 16150, giga_loss[loss=0.2514, simple_loss=0.3284, pruned_loss=0.08721, over 12374.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03572, over 122.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3154, pruned_loss=0.08101, over 2474085.98 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07131, over 20825.68 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2989, pruned_loss=0.07023, over 2467457.16 frames. utt_duration=1268 frames, utt_pad_proportion=0.04998, over 7793.18 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3166, pruned_loss=0.08144, over 2474297.73 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07269, over 22242.88 utterances.], batch size: 122, lr: 3.63e-04
2022-08-26 07:59:47,938 INFO [train.py:927] (5/8) Epoch 10, batch 16200, giga_loss[loss=0.2303, simple_loss=0.3132, pruned_loss=0.07371, over 12345.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3163, pruned_loss=0.08141, over 2474276.11 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06635, over 20497.02 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2988, pruned_loss=0.07013, over 2467636.31 frames. utt_duration=1270 frames, utt_pad_proportion=0.04944, over 7782.39 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3177, pruned_loss=0.082, over 2474383.33 frames. utt_duration=455.4 frames, utt_pad_proportion=0.068, over 21804.60 utterances.], batch size: 62, lr: 3.63e-04
2022-08-26 08:01:35,762 INFO [train.py:927] (5/8) Epoch 10, batch 16250, giga_loss[loss=0.2331, simple_loss=0.3019, pruned_loss=0.08216, over 12354.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1868, over 361.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3163, pruned_loss=0.0806, over 2473789.00 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06989, over 20981.20 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2984, pruned_loss=0.06997, over 2467384.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.04904, over 7764.54 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3182, pruned_loss=0.08153, over 2474292.57 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07122, over 22424.90 utterances.], batch size: 361, lr: 3.63e-04
2022-08-26 08:03:23,044 INFO [train.py:927] (5/8) Epoch 10, batch 16300, giga_loss[loss=0.2873, simple_loss=0.3335, pruned_loss=0.1206, over 12342.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2138, over 373.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3161, pruned_loss=0.08064, over 2473880.58 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07117, over 20756.52 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2987, pruned_loss=0.07014, over 2467380.73 frames. utt_duration=1260 frames, utt_pad_proportion=0.05338, over 7839.91 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3175, pruned_loss=0.08131, over 2474336.17 frames. utt_duration=452.6 frames, utt_pad_proportion=0.0708, over 21939.00 utterances.], batch size: 373, lr: 3.63e-04
2022-08-26 08:05:09,267 INFO [train.py:927] (5/8) Epoch 10, batch 16350, giga_loss[loss=0.1945, simple_loss=0.2856, pruned_loss=0.05169, over 12371.00 frames. utt_duration=751 frames, utt_pad_proportion=0.0285, over 66.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3154, pruned_loss=0.08079, over 2473895.52 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07084, over 20517.09 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2993, pruned_loss=0.07056, over 2467208.08 frames. utt_duration=1259 frames, utt_pad_proportion=0.05355, over 7850.13 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3163, pruned_loss=0.08113, over 2474535.22 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07061, over 21673.47 utterances.], batch size: 66, lr: 3.63e-04
2022-08-26 08:06:52,686 INFO [train.py:927] (5/8) Epoch 10, batch 16400, giga_loss[loss=0.2224, simple_loss=0.3118, pruned_loss=0.06649, over 12371.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03089, over 62.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3154, pruned_loss=0.08167, over 2474572.55 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07459, over 21040.49 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2991, pruned_loss=0.07042, over 2467292.02 frames. utt_duration=1262 frames, utt_pad_proportion=0.05227, over 7829.52 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3168, pruned_loss=0.08241, over 2475248.17 frames. utt_duration=443.5 frames, utt_pad_proportion=0.0748, over 22397.44 utterances.], batch size: 62, lr: 3.63e-04
2022-08-26 08:08:36,422 INFO [train.py:927] (5/8) Epoch 10, batch 16450, giga_loss[loss=0.2458, simple_loss=0.3089, pruned_loss=0.09137, over 12347.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02809, over 48.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3158, pruned_loss=0.08251, over 2474748.94 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07214, over 21063.11 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2991, pruned_loss=0.07039, over 2467389.71 frames. utt_duration=1262 frames, utt_pad_proportion=0.0518, over 7830.87 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3172, pruned_loss=0.08334, over 2475325.12 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07272, over 22379.37 utterances.], batch size: 48, lr: 3.63e-04
2022-08-26 08:10:20,455 INFO [train.py:927] (5/8) Epoch 10, batch 16500, giga_loss[loss=0.2176, simple_loss=0.2976, pruned_loss=0.06878, over 12421.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04079, over 34.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.318, pruned_loss=0.08448, over 2475174.42 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07836, over 21923.98 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2995, pruned_loss=0.07086, over 2467532.33 frames. utt_duration=1251 frames, utt_pad_proportion=0.05553, over 7900.83 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3191, pruned_loss=0.08495, over 2475633.28 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07752, over 23150.32 utterances.], batch size: 34, lr: 3.63e-04
2022-08-26 08:12:05,403 INFO [train.py:927] (5/8) Epoch 10, batch 16550, giga_loss[loss=0.2159, simple_loss=0.299, pruned_loss=0.06637, over 12292.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.03465, over 51.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3184, pruned_loss=0.08543, over 2474630.85 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07956, over 21639.44 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2995, pruned_loss=0.07084, over 2467727.56 frames. utt_duration=1253 frames, utt_pad_proportion=0.05473, over 7886.87 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3196, pruned_loss=0.08607, over 2474959.69 frames. utt_duration=434.3 frames, utt_pad_proportion=0.0792, over 22870.81 utterances.], batch size: 51, lr: 3.63e-04
2022-08-26 08:13:48,527 INFO [train.py:927] (5/8) Epoch 10, batch 16600, giga_loss[loss=0.2144, simple_loss=0.2973, pruned_loss=0.06579, over 12387.00 frames. utt_duration=621 frames, utt_pad_proportion=0.0342, over 80.00 utterances.], tot_loss[loss=0.245, simple_loss=0.319, pruned_loss=0.08553, over 2474921.27 frames. utt_duration=444 frames, utt_pad_proportion=0.08136, over 22372.21 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2991, pruned_loss=0.07065, over 2467442.71 frames. utt_duration=1258 frames, utt_pad_proportion=0.05374, over 7856.98 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3207, pruned_loss=0.08655, over 2475604.98 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08145, over 23697.92 utterances.], batch size: 80, lr: 3.63e-04
2022-08-26 08:15:34,907 INFO [train.py:927] (5/8) Epoch 10, batch 16650, giga_loss[loss=0.2457, simple_loss=0.3389, pruned_loss=0.07622, over 12428.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03124, over 80.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3185, pruned_loss=0.08473, over 2474752.92 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07764, over 21181.82 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.299, pruned_loss=0.0706, over 2467047.98 frames. utt_duration=1261 frames, utt_pad_proportion=0.05295, over 7834.00 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3203, pruned_loss=0.08583, over 2475798.69 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07829, over 22504.07 utterances.], batch size: 80, lr: 3.63e-04
2022-08-26 08:17:17,740 INFO [train.py:927] (5/8) Epoch 10, batch 16700, giga_loss[loss=0.2743, simple_loss=0.3467, pruned_loss=0.1009, over 12365.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02852, over 91.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3187, pruned_loss=0.08458, over 2475653.14 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07075, over 20297.42 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2989, pruned_loss=0.07061, over 2467525.07 frames. utt_duration=1262 frames, utt_pad_proportion=0.05204, over 7828.62 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3208, pruned_loss=0.0859, over 2476318.62 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07224, over 21753.74 utterances.], batch size: 91, lr: 3.63e-04
2022-08-26 08:19:06,394 INFO [train.py:927] (5/8) Epoch 10, batch 16750, giga_loss[loss=0.2514, simple_loss=0.3224, pruned_loss=0.09016, over 12481.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03442, over 43.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3191, pruned_loss=0.08384, over 2475806.09 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06946, over 20167.29 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2991, pruned_loss=0.07056, over 2467314.67 frames. utt_duration=1264 frames, utt_pad_proportion=0.05167, over 7815.36 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3208, pruned_loss=0.08506, over 2476597.83 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0709, over 21442.26 utterances.], batch size: 43, lr: 3.63e-04
2022-08-26 08:20:47,418 INFO [train.py:927] (5/8) Epoch 10, batch 16800, giga_loss[loss=0.2068, simple_loss=0.294, pruned_loss=0.05984, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03687, over 28.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3176, pruned_loss=0.08265, over 2476326.78 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06725, over 19998.59 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2989, pruned_loss=0.07048, over 2467571.47 frames. utt_duration=1266 frames, utt_pad_proportion=0.05106, over 7807.87 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3196, pruned_loss=0.08398, over 2476920.46 frames. utt_duration=466.5 frames, utt_pad_proportion=0.06888, over 21306.53 utterances.], batch size: 28, lr: 3.63e-04
2022-08-26 08:22:28,410 INFO [train.py:927] (5/8) Epoch 10, batch 16850, giga_loss[loss=0.2411, simple_loss=0.3194, pruned_loss=0.08137, over 12083.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04057, over 30.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08198, over 2474662.65 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06849, over 19572.42 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2988, pruned_loss=0.07055, over 2467157.96 frames. utt_duration=1259 frames, utt_pad_proportion=0.05461, over 7845.56 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.319, pruned_loss=0.08331, over 2475740.10 frames. utt_duration=475 frames, utt_pad_proportion=0.06873, over 20914.16 utterances.], batch size: 30, lr: 3.63e-04
2022-08-26 08:24:14,672 INFO [train.py:927] (5/8) Epoch 10, batch 16900, giga_loss[loss=0.2335, simple_loss=0.3059, pruned_loss=0.0805, over 12306.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02635, over 45.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3169, pruned_loss=0.08237, over 2473627.44 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06821, over 19264.96 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2986, pruned_loss=0.0703, over 2466798.99 frames. utt_duration=1261 frames, utt_pad_proportion=0.05395, over 7835.34 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3193, pruned_loss=0.08393, over 2474986.35 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06879, over 20614.23 utterances.], batch size: 45, lr: 3.63e-04
2022-08-26 08:26:00,022 INFO [train.py:927] (5/8) Epoch 10, batch 16950, giga_loss[loss=0.2976, simple_loss=0.3648, pruned_loss=0.1152, over 12387.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07452, over 212.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3177, pruned_loss=0.08328, over 2473534.26 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07097, over 19396.25 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2988, pruned_loss=0.07064, over 2466708.68 frames. utt_duration=1262 frames, utt_pad_proportion=0.05319, over 7824.66 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3197, pruned_loss=0.08445, over 2474804.85 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07163, over 20673.99 utterances.], batch size: 212, lr: 3.63e-04
2022-08-26 08:27:41,309 INFO [train.py:927] (5/8) Epoch 10, batch 17000, giga_loss[loss=0.2336, simple_loss=0.3103, pruned_loss=0.07846, over 12451.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03667, over 37.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3184, pruned_loss=0.08431, over 2473678.16 frames. utt_duration=493.3 frames, utt_pad_proportion=0.08342, over 20116.62 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2992, pruned_loss=0.07105, over 2466730.45 frames. utt_duration=1245 frames, utt_pad_proportion=0.06072, over 7937.51 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3204, pruned_loss=0.08545, over 2474997.27 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08115, over 21563.20 utterances.], batch size: 37, lr: 3.63e-04
2022-08-26 08:29:21,889 INFO [train.py:927] (5/8) Epoch 10, batch 17050, giga_loss[loss=0.2109, simple_loss=0.3004, pruned_loss=0.06071, over 12429.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0465, over 34.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3177, pruned_loss=0.08311, over 2473842.27 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07932, over 19832.13 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2993, pruned_loss=0.07103, over 2467020.79 frames. utt_duration=1242 frames, utt_pad_proportion=0.06066, over 7956.56 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3197, pruned_loss=0.08433, over 2474810.95 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07794, over 21242.67 utterances.], batch size: 34, lr: 3.63e-04
2022-08-26 08:31:02,703 INFO [train.py:927] (5/8) Epoch 10, batch 17100, giga_loss[loss=0.2467, simple_loss=0.317, pruned_loss=0.08822, over 12431.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04184, over 146.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.318, pruned_loss=0.08336, over 2474643.64 frames. utt_duration=481.7 frames, utt_pad_proportion=0.08017, over 20612.91 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2994, pruned_loss=0.07118, over 2467139.07 frames. utt_duration=1231 frames, utt_pad_proportion=0.06492, over 8025.40 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3198, pruned_loss=0.08436, over 2475398.64 frames. utt_duration=455 frames, utt_pad_proportion=0.07796, over 21832.54 utterances.], batch size: 146, lr: 3.63e-04
2022-08-26 08:32:45,048 INFO [train.py:927] (5/8) Epoch 10, batch 17150, libri_loss[loss=0.2097, simple_loss=0.2837, pruned_loss=0.06781, over 12363.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004585, over 33.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3168, pruned_loss=0.08275, over 2475039.05 frames. utt_duration=467.8 frames, utt_pad_proportion=0.08313, over 21230.57 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2998, pruned_loss=0.07146, over 2467142.42 frames. utt_duration=1222 frames, utt_pad_proportion=0.06798, over 8088.59 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3182, pruned_loss=0.08351, over 2475775.35 frames. utt_duration=443.8 frames, utt_pad_proportion=0.08037, over 22390.86 utterances.], batch size: 33, lr: 3.63e-04
2022-08-26 08:34:28,377 INFO [train.py:927] (5/8) Epoch 10, batch 17200, giga_loss[loss=0.1932, simple_loss=0.2723, pruned_loss=0.05703, over 12394.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.02948, over 51.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3135, pruned_loss=0.08132, over 2475012.70 frames. utt_duration=473.5 frames, utt_pad_proportion=0.08098, over 20973.87 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2996, pruned_loss=0.07139, over 2466897.16 frames. utt_duration=1224 frames, utt_pad_proportion=0.06743, over 8070.29 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3149, pruned_loss=0.08212, over 2475899.66 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07908, over 22066.10 utterances.], batch size: 51, lr: 3.63e-04
2022-08-26 08:36:12,838 INFO [train.py:927] (5/8) Epoch 10, batch 17250, giga_loss[loss=0.1962, simple_loss=0.2787, pruned_loss=0.05683, over 12210.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03271, over 42.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3127, pruned_loss=0.08131, over 2474847.78 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07933, over 21436.91 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2994, pruned_loss=0.07134, over 2466728.39 frames. utt_duration=1227 frames, utt_pad_proportion=0.06696, over 8053.61 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3141, pruned_loss=0.08208, over 2475774.63 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07812, over 22432.32 utterances.], batch size: 42, lr: 3.62e-04
2022-08-26 08:37:56,404 INFO [train.py:927] (5/8) Epoch 10, batch 17300, giga_loss[loss=0.1982, simple_loss=0.2869, pruned_loss=0.0547, over 12389.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02522, over 66.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3118, pruned_loss=0.07906, over 2475149.46 frames. utt_duration=438.8 frames, utt_pad_proportion=0.08037, over 22639.37 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2995, pruned_loss=0.07158, over 2466649.48 frames. utt_duration=1225 frames, utt_pad_proportion=0.0666, over 8063.98 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3132, pruned_loss=0.07969, over 2476190.09 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07964, over 23813.88 utterances.], batch size: 66, lr: 3.62e-04
2022-08-26 08:39:37,785 INFO [train.py:927] (5/8) Epoch 10, batch 17350, libri_loss[loss=0.1918, simple_loss=0.2639, pruned_loss=0.05987, over 12294.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009341, over 28.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3096, pruned_loss=0.07597, over 2475361.89 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07926, over 23161.93 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2994, pruned_loss=0.07153, over 2466901.55 frames. utt_duration=1224 frames, utt_pad_proportion=0.06619, over 8069.55 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3112, pruned_loss=0.07669, over 2476223.51 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07899, over 24516.32 utterances.], batch size: 28, lr: 3.62e-04
2022-08-26 08:41:21,153 INFO [train.py:927] (5/8) Epoch 10, batch 17400, giga_loss[loss=0.2007, simple_loss=0.2991, pruned_loss=0.05114, over 12337.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03056, over 91.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3076, pruned_loss=0.0721, over 2475167.33 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07237, over 22830.18 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2992, pruned_loss=0.07141, over 2466713.99 frames. utt_duration=1227 frames, utt_pad_proportion=0.06585, over 8049.92 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3091, pruned_loss=0.0728, over 2476061.37 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07261, over 24030.34 utterances.], batch size: 91, lr: 3.62e-04
2022-08-26 08:43:07,584 INFO [train.py:927] (5/8) Epoch 10, batch 17450, giga_loss[loss=0.2192, simple_loss=0.3032, pruned_loss=0.06757, over 12369.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.03999, over 145.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3085, pruned_loss=0.07166, over 2475828.26 frames. utt_duration=430 frames, utt_pad_proportion=0.06868, over 23109.61 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2992, pruned_loss=0.07141, over 2466848.42 frames. utt_duration=1227 frames, utt_pad_proportion=0.06557, over 8048.67 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3097, pruned_loss=0.0722, over 2476440.86 frames. utt_duration=412.1 frames, utt_pad_proportion=0.0691, over 24122.04 utterances.], batch size: 145, lr: 3.62e-04
2022-08-26 08:44:49,902 INFO [train.py:927] (5/8) Epoch 10, batch 17500, libri_loss[loss=0.2401, simple_loss=0.3392, pruned_loss=0.07045, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00565, over 34.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3064, pruned_loss=0.06956, over 2476320.24 frames. utt_duration=409.9 frames, utt_pad_proportion=0.0703, over 24250.30 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2996, pruned_loss=0.07147, over 2466872.12 frames. utt_duration=1229 frames, utt_pad_proportion=0.06506, over 8037.21 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.307, pruned_loss=0.06992, over 2476863.83 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07072, over 25210.47 utterances.], batch size: 34, lr: 3.62e-04
2022-08-26 08:46:34,565 INFO [train.py:927] (5/8) Epoch 10, batch 17550, giga_loss[loss=0.1918, simple_loss=0.2916, pruned_loss=0.04601, over 12465.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03129, over 92.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3053, pruned_loss=0.06839, over 2476339.55 frames. utt_duration=410 frames, utt_pad_proportion=0.06884, over 24243.21 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2997, pruned_loss=0.07154, over 2467193.82 frames. utt_duration=1231 frames, utt_pad_proportion=0.06439, over 8025.27 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3059, pruned_loss=0.06853, over 2476754.61 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06949, over 25474.44 utterances.], batch size: 92, lr: 3.62e-04
2022-08-26 08:48:16,843 INFO [train.py:927] (5/8) Epoch 10, batch 17600, libri_loss[loss=0.2026, simple_loss=0.2716, pruned_loss=0.06682, over 12409.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007769, over 30.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3019, pruned_loss=0.06565, over 2475978.57 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06668, over 23704.27 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2993, pruned_loss=0.07132, over 2466972.25 frames. utt_duration=1236 frames, utt_pad_proportion=0.06348, over 7995.00 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3028, pruned_loss=0.06588, over 2476633.52 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06758, over 24991.00 utterances.], batch size: 30, lr: 3.62e-04
2022-08-26 08:50:01,120 INFO [train.py:927] (5/8) Epoch 10, batch 17650, libri_loss[loss=0.2941, simple_loss=0.3552, pruned_loss=0.1165, over 12431.00 frames. utt_duration=437.7 frames, utt_pad_proportion=0.3183, over 114.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2984, pruned_loss=0.06391, over 2476426.67 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06961, over 23911.80 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2989, pruned_loss=0.0713, over 2467099.58 frames. utt_duration=1230 frames, utt_pad_proportion=0.06646, over 8031.69 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2994, pruned_loss=0.06393, over 2477036.28 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06924, over 25281.54 utterances.], batch size: 114, lr: 3.62e-04
2022-08-26 08:51:48,404 INFO [train.py:927] (5/8) Epoch 10, batch 17700, giga_loss[loss=0.2245, simple_loss=0.2973, pruned_loss=0.07589, over 12385.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2974, pruned_loss=0.06328, over 2476991.15 frames. utt_duration=415 frames, utt_pad_proportion=0.06739, over 23955.87 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2991, pruned_loss=0.07128, over 2467177.84 frames. utt_duration=1229 frames, utt_pad_proportion=0.0658, over 8037.20 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.298, pruned_loss=0.06321, over 2477524.34 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06739, over 25235.21 utterances.], batch size: 257, lr: 3.62e-04
2022-08-26 08:53:43,564 INFO [train.py:927] (5/8) Epoch 10, batch 17750, giga_loss[loss=0.202, simple_loss=0.296, pruned_loss=0.05398, over 12409.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04841, over 161.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2981, pruned_loss=0.06293, over 2476774.91 frames. utt_duration=407.7 frames, utt_pad_proportion=0.07049, over 24387.51 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2994, pruned_loss=0.07158, over 2467487.03 frames. utt_duration=1209 frames, utt_pad_proportion=0.07286, over 8171.83 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2983, pruned_loss=0.06233, over 2477235.77 frames. utt_duration=385 frames, utt_pad_proportion=0.06845, over 25833.24 utterances.], batch size: 161, lr: 3.62e-04
2022-08-26 08:55:43,872 INFO [train.py:927] (5/8) Epoch 10, batch 17800, giga_loss[loss=0.1843, simple_loss=0.2821, pruned_loss=0.04322, over 12458.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03103, over 75.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2975, pruned_loss=0.06281, over 2477278.49 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06834, over 24436.26 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2995, pruned_loss=0.07163, over 2467344.77 frames. utt_duration=1212 frames, utt_pad_proportion=0.07203, over 8155.33 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2976, pruned_loss=0.06218, over 2477892.47 frames. utt_duration=385.5 frames, utt_pad_proportion=0.06705, over 25806.23 utterances.], batch size: 75, lr: 3.62e-04
2022-08-26 08:57:49,104 INFO [train.py:927] (5/8) Epoch 10, batch 17850, giga_loss[loss=0.1977, simple_loss=0.2923, pruned_loss=0.05161, over 12412.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04, over 133.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2955, pruned_loss=0.06059, over 2477645.57 frames. utt_duration=398.4 frames, utt_pad_proportion=0.0688, over 24961.19 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2996, pruned_loss=0.07166, over 2467532.69 frames. utt_duration=1213 frames, utt_pad_proportion=0.07149, over 8144.79 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2954, pruned_loss=0.06, over 2478056.80 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06793, over 26198.55 utterances.], batch size: 133, lr: 3.62e-04
2022-08-26 08:59:50,644 INFO [train.py:927] (5/8) Epoch 10, batch 17900, giga_loss[loss=0.1894, simple_loss=0.2837, pruned_loss=0.04753, over 12350.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03339, over 97.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2937, pruned_loss=0.05977, over 2477907.15 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06535, over 23857.48 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3003, pruned_loss=0.07193, over 2467733.96 frames. utt_duration=1217 frames, utt_pad_proportion=0.07011, over 8119.49 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2928, pruned_loss=0.05877, over 2478288.83 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06518, over 25238.47 utterances.], batch size: 97, lr: 3.62e-04
2022-08-26 09:01:47,731 INFO [train.py:927] (5/8) Epoch 10, batch 17950, giga_loss[loss=0.2009, simple_loss=0.294, pruned_loss=0.05391, over 12415.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03501, over 113.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2932, pruned_loss=0.05941, over 2478263.24 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06549, over 24264.39 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3, pruned_loss=0.0718, over 2467628.90 frames. utt_duration=1219 frames, utt_pad_proportion=0.06939, over 8109.77 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2927, pruned_loss=0.05858, over 2478787.95 frames. utt_duration=389 frames, utt_pad_proportion=0.06554, over 25576.15 utterances.], batch size: 113, lr: 3.62e-04
2022-08-26 09:04:05,078 INFO [train.py:927] (5/8) Epoch 10, batch 18000, giga_loss[loss=0.1741, simple_loss=0.2655, pruned_loss=0.04138, over 12369.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02968, over 85.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2925, pruned_loss=0.05871, over 2478365.37 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06491, over 24507.64 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2997, pruned_loss=0.07164, over 2467596.94 frames. utt_duration=1222 frames, utt_pad_proportion=0.06864, over 8085.23 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2922, pruned_loss=0.05804, over 2478960.86 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06518, over 25777.39 utterances.], batch size: 85, lr: 3.62e-04
2022-08-26 09:04:05,079 INFO [train.py:958] (5/8) Computing validation loss
2022-08-26 09:04:19,345 INFO [train.py:967] (5/8) 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 09:06:17,613 INFO [train.py:927] (5/8) Epoch 10, batch 18050, giga_loss[loss=0.1951, simple_loss=0.2947, pruned_loss=0.04776, over 12424.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03871, over 133.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.293, pruned_loss=0.05924, over 2478291.60 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06415, over 24377.72 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2995, pruned_loss=0.07152, over 2467622.87 frames. utt_duration=1222 frames, utt_pad_proportion=0.06738, over 8084.57 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2929, pruned_loss=0.05841, over 2479074.47 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06474, over 25926.50 utterances.], batch size: 133, lr: 3.62e-04
2022-08-26 09:08:20,469 INFO [train.py:927] (5/8) Epoch 10, batch 18100, giga_loss[loss=0.247, simple_loss=0.3343, pruned_loss=0.07986, over 12451.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0388, over 114.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2954, pruned_loss=0.05897, over 2478640.81 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06435, over 24786.61 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2991, pruned_loss=0.07135, over 2467491.79 frames. utt_duration=1226 frames, utt_pad_proportion=0.06592, over 8059.16 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2955, pruned_loss=0.05814, over 2479692.98 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06521, over 26508.98 utterances.], batch size: 114, lr: 3.62e-04
2022-08-26 09:10:32,326 INFO [train.py:927] (5/8) Epoch 10, batch 18150, giga_loss[loss=0.186, simple_loss=0.2808, pruned_loss=0.04559, over 12374.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.02839, over 51.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2953, pruned_loss=0.05809, over 2477889.48 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06513, over 24479.30 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2988, pruned_loss=0.07126, over 2467318.19 frames. utt_duration=1231 frames, utt_pad_proportion=0.06498, over 8027.18 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2955, pruned_loss=0.05728, over 2479087.43 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06605, over 26187.02 utterances.], batch size: 51, lr: 3.62e-04
2022-08-26 09:12:42,747 INFO [train.py:927] (5/8) Epoch 10, batch 18200, giga_loss[loss=0.1926, simple_loss=0.2862, pruned_loss=0.04952, over 12392.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03515, over 113.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2951, pruned_loss=0.0584, over 2478081.35 frames. utt_duration=409.7 frames, utt_pad_proportion=0.0631, over 24264.65 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2988, pruned_loss=0.07126, over 2467318.19 frames. utt_duration=1231 frames, utt_pad_proportion=0.06498, over 8027.18 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2953, pruned_loss=0.05777, over 2479013.72 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06394, over 25593.79 utterances.], batch size: 113, lr: 3.62e-04
2022-08-26 09:15:10,084 INFO [train.py:927] (5/8) Epoch 10, batch 18250, giga_loss[loss=0.1748, simple_loss=0.2661, pruned_loss=0.04174, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.03999, over 34.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2942, pruned_loss=0.05823, over 2478946.51 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06231, over 23883.14 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2991, pruned_loss=0.07128, over 2467442.30 frames. utt_duration=1236 frames, utt_pad_proportion=0.06378, over 7995.70 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2941, pruned_loss=0.05743, over 2479811.60 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06336, over 25326.46 utterances.], batch size: 34, lr: 3.62e-04
2022-08-26 09:17:19,065 INFO [train.py:927] (5/8) Epoch 10, batch 18300, giga_loss[loss=0.18, simple_loss=0.2671, pruned_loss=0.04648, over 12398.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02414, over 48.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2912, pruned_loss=0.05665, over 2478694.23 frames. utt_duration=431.3 frames, utt_pad_proportion=0.05882, over 23053.61 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2992, pruned_loss=0.07136, over 2467433.58 frames. utt_duration=1238 frames, utt_pad_proportion=0.06303, over 7983.86 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2909, pruned_loss=0.05577, over 2479531.84 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06007, over 24410.45 utterances.], batch size: 48, lr: 3.62e-04
2022-08-26 09:19:22,131 INFO [train.py:927] (5/8) Epoch 10, batch 18350, giga_loss[loss=0.206, simple_loss=0.3013, pruned_loss=0.05538, over 12385.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04559, over 146.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.05708, over 2478439.15 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06034, over 23550.72 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2987, pruned_loss=0.07116, over 2467200.49 frames. utt_duration=1242 frames, utt_pad_proportion=0.062, over 7953.52 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2924, pruned_loss=0.05621, over 2479598.26 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06157, over 25041.95 utterances.], batch size: 146, lr: 3.62e-04
2022-08-26 09:21:19,659 INFO [train.py:927] (5/8) Epoch 10, batch 18400, giga_loss[loss=0.2006, simple_loss=0.2895, pruned_loss=0.05586, over 12381.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04543, over 146.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2913, pruned_loss=0.05785, over 2478258.50 frames. utt_duration=416 frames, utt_pad_proportion=0.06231, over 23896.26 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2987, pruned_loss=0.07121, over 2467096.90 frames. utt_duration=1241 frames, utt_pad_proportion=0.06176, over 7962.38 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2913, pruned_loss=0.0569, over 2479445.22 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06321, over 25323.80 utterances.], batch size: 146, lr: 3.62e-04
2022-08-26 09:23:27,441 INFO [train.py:927] (5/8) Epoch 10, batch 18450, giga_loss[loss=0.1965, simple_loss=0.292, pruned_loss=0.05052, over 12416.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03503, over 113.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2931, pruned_loss=0.05895, over 2478338.38 frames. utt_duration=413.8 frames, utt_pad_proportion=0.0611, over 24024.07 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2993, pruned_loss=0.07146, over 2467018.60 frames. utt_duration=1243 frames, utt_pad_proportion=0.06064, over 7949.52 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2924, pruned_loss=0.05768, over 2479596.25 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06218, over 25531.49 utterances.], batch size: 113, lr: 3.62e-04
2022-08-26 09:25:49,463 INFO [train.py:927] (5/8) Epoch 10, batch 18500, giga_loss[loss=0.1797, simple_loss=0.2719, pruned_loss=0.04375, over 12343.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.05136, over 31.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2936, pruned_loss=0.05899, over 2478347.01 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06617, over 24695.41 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2992, pruned_loss=0.07143, over 2466874.69 frames. utt_duration=1246 frames, utt_pad_proportion=0.05946, over 7927.00 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.293, pruned_loss=0.05771, over 2479747.70 frames. utt_duration=378.2 frames, utt_pad_proportion=0.0671, over 26305.99 utterances.], batch size: 31, lr: 3.62e-04
2022-08-26 09:27:54,877 INFO [train.py:927] (5/8) Epoch 10, batch 18550, giga_loss[loss=0.1655, simple_loss=0.249, pruned_loss=0.04094, over 12333.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02934, over 48.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.29, pruned_loss=0.05814, over 2478007.01 frames. utt_duration=393 frames, utt_pad_proportion=0.07074, over 25294.32 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2995, pruned_loss=0.07161, over 2466894.33 frames. utt_duration=1249 frames, utt_pad_proportion=0.05827, over 7907.89 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.289, pruned_loss=0.05656, over 2479479.96 frames. utt_duration=366.4 frames, utt_pad_proportion=0.07165, over 27157.69 utterances.], batch size: 48, lr: 3.62e-04
2022-08-26 09:29:50,149 INFO [train.py:927] (5/8) Epoch 10, batch 18600, giga_loss[loss=0.2275, simple_loss=0.3031, pruned_loss=0.07596, over 12383.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1812, over 359.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2876, pruned_loss=0.05713, over 2478410.03 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07144, over 25701.43 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2996, pruned_loss=0.07158, over 2466982.56 frames. utt_duration=1251 frames, utt_pad_proportion=0.05782, over 7895.85 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2867, pruned_loss=0.05581, over 2479583.61 frames. utt_duration=364.3 frames, utt_pad_proportion=0.07223, over 27313.53 utterances.], batch size: 359, lr: 3.62e-04
2022-08-26 09:31:52,383 INFO [train.py:927] (5/8) Epoch 10, batch 18650, giga_loss[loss=0.1804, simple_loss=0.2689, pruned_loss=0.04594, over 12440.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06805, over 212.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2867, pruned_loss=0.05633, over 2478102.38 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06763, over 24869.08 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2993, pruned_loss=0.07149, over 2466653.33 frames. utt_duration=1255 frames, utt_pad_proportion=0.0572, over 7872.52 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2861, pruned_loss=0.05517, over 2479496.37 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06869, over 26396.30 utterances.], batch size: 212, lr: 3.61e-04
2022-08-26 09:34:03,202 INFO [train.py:927] (5/8) Epoch 10, batch 18700, giga_loss[loss=0.1629, simple_loss=0.2579, pruned_loss=0.03396, over 12303.00 frames. utt_duration=704.5 frames, utt_pad_proportion=0.03097, over 70.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2853, pruned_loss=0.05589, over 2477690.90 frames. utt_duration=395.3 frames, utt_pad_proportion=0.07201, over 25149.02 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2994, pruned_loss=0.07157, over 2466917.54 frames. utt_duration=1256 frames, utt_pad_proportion=0.05635, over 7863.20 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2845, pruned_loss=0.05462, over 2478750.67 frames. utt_duration=372.9 frames, utt_pad_proportion=0.07289, over 26671.82 utterances.], batch size: 70, lr: 3.61e-04
2022-08-26 09:36:19,572 INFO [train.py:927] (5/8) Epoch 10, batch 18750, libri_loss[loss=0.177, simple_loss=0.261, pruned_loss=0.0465, over 12388.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007364, over 31.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2845, pruned_loss=0.05524, over 2477581.85 frames. utt_duration=407.7 frames, utt_pad_proportion=0.07107, over 24381.77 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2986, pruned_loss=0.07124, over 2467141.88 frames. utt_duration=1266 frames, utt_pad_proportion=0.05506, over 7806.73 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.284, pruned_loss=0.05393, over 2478623.39 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07228, over 26281.93 utterances.], batch size: 31, lr: 3.61e-04
2022-08-26 09:38:21,530 INFO [train.py:927] (5/8) Epoch 10, batch 18800, giga_loss[loss=0.1919, simple_loss=0.2802, pruned_loss=0.05185, over 12457.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.0324, over 86.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2841, pruned_loss=0.05536, over 2477739.07 frames. utt_duration=396.4 frames, utt_pad_proportion=0.07123, over 25078.72 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2985, pruned_loss=0.07117, over 2467072.01 frames. utt_duration=1267 frames, utt_pad_proportion=0.05467, over 7795.72 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2837, pruned_loss=0.05425, over 2478699.82 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07228, over 26724.04 utterances.], batch size: 86, lr: 3.61e-04
2022-08-26 09:40:15,919 INFO [train.py:927] (5/8) Epoch 10, batch 18850, giga_loss[loss=0.1901, simple_loss=0.2928, pruned_loss=0.04368, over 12454.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03632, over 133.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2844, pruned_loss=0.05485, over 2478028.43 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06763, over 24291.75 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2979, pruned_loss=0.07101, over 2467427.47 frames. utt_duration=1275 frames, utt_pad_proportion=0.05282, over 7750.03 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2839, pruned_loss=0.05335, over 2478968.84 frames. utt_duration=376.3 frames, utt_pad_proportion=0.0694, over 26437.36 utterances.], batch size: 133, lr: 3.61e-04
2022-08-26 09:42:12,252 INFO [train.py:927] (5/8) Epoch 10, batch 18900, giga_loss[loss=0.1962, simple_loss=0.2885, pruned_loss=0.05199, over 12410.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.02873, over 122.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.287, pruned_loss=0.05608, over 2476729.66 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06943, over 24374.37 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2973, pruned_loss=0.07075, over 2466706.42 frames. utt_duration=1275 frames, utt_pad_proportion=0.05242, over 7748.97 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2867, pruned_loss=0.0544, over 2478641.15 frames. utt_duration=369.6 frames, utt_pad_proportion=0.07109, over 26914.46 utterances.], batch size: 122, lr: 3.61e-04
2022-08-26 09:44:07,619 INFO [train.py:927] (5/8) Epoch 10, batch 18950, giga_loss[loss=0.2068, simple_loss=0.2838, pruned_loss=0.06489, over 12377.00 frames. utt_duration=140 frames, utt_pad_proportion=0.1767, over 357.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2881, pruned_loss=0.05665, over 2476491.60 frames. utt_duration=405 frames, utt_pad_proportion=0.07061, over 24534.14 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2972, pruned_loss=0.07077, over 2466210.85 frames. utt_duration=1283 frames, utt_pad_proportion=0.05069, over 7698.44 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2875, pruned_loss=0.05469, over 2478899.96 frames. utt_duration=364 frames, utt_pad_proportion=0.07245, over 27329.63 utterances.], batch size: 357, lr: 3.61e-04
2022-08-26 09:46:09,354 INFO [train.py:927] (5/8) Epoch 10, batch 19000, giga_loss[loss=0.1902, simple_loss=0.2822, pruned_loss=0.0491, over 12371.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04288, over 133.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2869, pruned_loss=0.05606, over 2476959.54 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06868, over 24278.60 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2978, pruned_loss=0.0711, over 2466701.45 frames. utt_duration=1269 frames, utt_pad_proportion=0.05424, over 7782.35 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2856, pruned_loss=0.05373, over 2478777.12 frames. utt_duration=368.7 frames, utt_pad_proportion=0.06959, over 26980.01 utterances.], batch size: 133, lr: 3.61e-04
2022-08-26 09:48:07,955 INFO [train.py:927] (5/8) Epoch 10, batch 19050, giga_loss[loss=0.2048, simple_loss=0.2984, pruned_loss=0.05565, over 12384.00 frames. utt_duration=376.5 frames, utt_pad_proportion=0.03462, over 132.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2859, pruned_loss=0.05617, over 2476456.29 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07171, over 24375.32 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2981, pruned_loss=0.07119, over 2466742.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.05528, over 7855.39 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2843, pruned_loss=0.05374, over 2478203.16 frames. utt_duration=368.1 frames, utt_pad_proportion=0.0721, over 27016.92 utterances.], batch size: 132, lr: 3.61e-04
2022-08-26 09:50:12,699 INFO [train.py:927] (5/8) Epoch 10, batch 19100, giga_loss[loss=0.1942, simple_loss=0.2829, pruned_loss=0.05272, over 12363.00 frames. utt_duration=660.4 frames, utt_pad_proportion=0.03305, over 75.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2874, pruned_loss=0.05689, over 2476255.26 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07244, over 23873.70 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2981, pruned_loss=0.0712, over 2466567.08 frames. utt_duration=1242 frames, utt_pad_proportion=0.05964, over 7952.51 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2855, pruned_loss=0.05424, over 2478283.04 frames. utt_duration=372.9 frames, utt_pad_proportion=0.0718, over 26671.25 utterances.], batch size: 75, lr: 3.61e-04
2022-08-26 09:52:08,821 INFO [train.py:927] (5/8) Epoch 10, batch 19150, giga_loss[loss=0.2461, simple_loss=0.3366, pruned_loss=0.0778, over 12440.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04743, over 147.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2892, pruned_loss=0.05782, over 2476481.39 frames. utt_duration=411.4 frames, utt_pad_proportion=0.07234, over 24152.42 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2976, pruned_loss=0.07095, over 2466505.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.0591, over 7924.39 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.288, pruned_loss=0.05575, over 2478240.84 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07202, over 26597.82 utterances.], batch size: 147, lr: 3.61e-04
2022-08-26 09:54:14,812 INFO [train.py:927] (5/8) Epoch 10, batch 19200, giga_loss[loss=0.2089, simple_loss=0.2993, pruned_loss=0.05928, over 12422.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.06949, over 213.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2917, pruned_loss=0.05849, over 2477057.63 frames. utt_duration=403 frames, utt_pad_proportion=0.07347, over 24658.21 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2974, pruned_loss=0.07077, over 2466821.15 frames. utt_duration=1249 frames, utt_pad_proportion=0.05842, over 7912.46 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2907, pruned_loss=0.05671, over 2478402.28 frames. utt_duration=368.6 frames, utt_pad_proportion=0.07339, over 26983.76 utterances.], batch size: 213, lr: 3.61e-04
2022-08-26 09:56:25,846 INFO [train.py:927] (5/8) Epoch 10, batch 19250, giga_loss[loss=0.1656, simple_loss=0.2604, pruned_loss=0.0354, over 12408.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03507, over 75.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2895, pruned_loss=0.05757, over 2476901.64 frames. utt_duration=408.3 frames, utt_pad_proportion=0.075, over 24336.92 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2968, pruned_loss=0.0705, over 2466617.53 frames. utt_duration=1256 frames, utt_pad_proportion=0.05706, over 7862.81 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.289, pruned_loss=0.05594, over 2478546.56 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07538, over 26872.51 utterances.], batch size: 75, lr: 3.61e-04
2022-08-26 09:58:27,783 INFO [train.py:927] (5/8) Epoch 10, batch 19300, giga_loss[loss=0.2116, simple_loss=0.301, pruned_loss=0.06106, over 12336.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.03115, over 66.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2894, pruned_loss=0.05758, over 2476993.66 frames. utt_duration=391.8 frames, utt_pad_proportion=0.07727, over 25364.85 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2971, pruned_loss=0.07053, over 2466571.25 frames. utt_duration=1258 frames, utt_pad_proportion=0.05638, over 7849.91 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2886, pruned_loss=0.05609, over 2478482.68 frames. utt_duration=360.1 frames, utt_pad_proportion=0.07762, over 27620.46 utterances.], batch size: 66, lr: 3.61e-04
2022-08-26 10:00:31,050 INFO [train.py:927] (5/8) Epoch 10, batch 19350, giga_loss[loss=0.1723, simple_loss=0.2698, pruned_loss=0.03742, over 12343.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03357, over 62.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2872, pruned_loss=0.05701, over 2477042.38 frames. utt_duration=398.5 frames, utt_pad_proportion=0.07663, over 24940.02 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2968, pruned_loss=0.07033, over 2466895.63 frames. utt_duration=1262 frames, utt_pad_proportion=0.05505, over 7827.71 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2867, pruned_loss=0.05558, over 2478269.28 frames. utt_duration=364.1 frames, utt_pad_proportion=0.07748, over 27319.21 utterances.], batch size: 62, lr: 3.61e-04
2022-08-26 10:02:34,399 INFO [train.py:927] (5/8) Epoch 10, batch 19400, giga_loss[loss=0.1713, simple_loss=0.2595, pruned_loss=0.04151, over 12380.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1718, over 355.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2867, pruned_loss=0.05592, over 2476914.88 frames. utt_duration=395.3 frames, utt_pad_proportion=0.07592, over 25141.66 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2967, pruned_loss=0.07033, over 2467060.00 frames. utt_duration=1264 frames, utt_pad_proportion=0.05448, over 7819.36 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2862, pruned_loss=0.05462, over 2477871.29 frames. utt_duration=365.1 frames, utt_pad_proportion=0.07685, over 27236.51 utterances.], batch size: 355, lr: 3.61e-04
2022-08-26 10:04:26,719 INFO [train.py:927] (5/8) Epoch 10, batch 19450, giga_loss[loss=0.209, simple_loss=0.2978, pruned_loss=0.06015, over 12448.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.02996, over 80.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.289, pruned_loss=0.05583, over 2477890.87 frames. utt_duration=412.4 frames, utt_pad_proportion=0.0699, over 24102.14 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2968, pruned_loss=0.07055, over 2467113.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.05359, over 7795.14 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2884, pruned_loss=0.05427, over 2478853.91 frames. utt_duration=380 frames, utt_pad_proportion=0.07145, over 26172.78 utterances.], batch size: 80, lr: 3.61e-04
2022-08-26 10:06:36,319 INFO [train.py:927] (5/8) Epoch 10, batch 19500, giga_loss[loss=0.2246, simple_loss=0.3052, pruned_loss=0.07197, over 12424.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04282, over 146.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2896, pruned_loss=0.05636, over 2477811.18 frames. utt_duration=415.1 frames, utt_pad_proportion=0.0711, over 23947.37 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2971, pruned_loss=0.07078, over 2467398.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.05228, over 7807.18 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2884, pruned_loss=0.05429, over 2478765.06 frames. utt_duration=378.8 frames, utt_pad_proportion=0.07279, over 26259.73 utterances.], batch size: 146, lr: 3.61e-04
2022-08-26 10:08:45,778 INFO [train.py:927] (5/8) Epoch 10, batch 19550, giga_loss[loss=0.2166, simple_loss=0.31, pruned_loss=0.06156, over 12399.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.03813, over 105.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.29, pruned_loss=0.05631, over 2477486.61 frames. utt_duration=407 frames, utt_pad_proportion=0.071, over 24423.59 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2972, pruned_loss=0.0708, over 2467432.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.05128, over 7790.20 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2888, pruned_loss=0.05431, over 2478427.65 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07271, over 26644.10 utterances.], batch size: 105, lr: 3.61e-04
2022-08-26 10:11:01,676 INFO [train.py:927] (5/8) Epoch 10, batch 19600, giga_loss[loss=0.2309, simple_loss=0.3236, pruned_loss=0.06909, over 12461.00 frames. utt_duration=409.5 frames, utt_pad_proportion=0.02512, over 122.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2922, pruned_loss=0.05726, over 2477848.70 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07163, over 25333.54 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2974, pruned_loss=0.07099, over 2467579.64 frames. utt_duration=1269 frames, utt_pad_proportion=0.05073, over 7786.36 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.291, pruned_loss=0.05533, over 2478608.63 frames. utt_duration=364.2 frames, utt_pad_proportion=0.0731, over 27311.71 utterances.], batch size: 122, lr: 3.61e-04
2022-08-26 10:13:15,981 INFO [train.py:927] (5/8) Epoch 10, batch 19650, giga_loss[loss=0.2004, simple_loss=0.2888, pruned_loss=0.056, over 12446.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02607, over 122.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.05752, over 2477681.90 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07002, over 24730.47 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2973, pruned_loss=0.07102, over 2467762.13 frames. utt_duration=1272 frames, utt_pad_proportion=0.05004, over 7767.86 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2916, pruned_loss=0.05566, over 2478373.62 frames. utt_duration=372.4 frames, utt_pad_proportion=0.07161, over 26706.58 utterances.], batch size: 122, lr: 3.61e-04
2022-08-26 10:15:35,055 INFO [train.py:927] (5/8) Epoch 10, batch 19700, giga_loss[loss=0.1713, simple_loss=0.2742, pruned_loss=0.03418, over 12433.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03292, over 75.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2902, pruned_loss=0.056, over 2477603.82 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06941, over 24455.14 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2966, pruned_loss=0.07077, over 2467973.09 frames. utt_duration=1276 frames, utt_pad_proportion=0.0495, over 7745.80 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.29, pruned_loss=0.0545, over 2478129.89 frames. utt_duration=377.4 frames, utt_pad_proportion=0.07095, over 26344.78 utterances.], batch size: 75, lr: 3.61e-04
2022-08-26 10:17:38,921 INFO [train.py:927] (5/8) Epoch 10, batch 19750, giga_loss[loss=0.1792, simple_loss=0.2767, pruned_loss=0.04083, over 12378.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.0557, over 181.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2896, pruned_loss=0.05511, over 2477316.26 frames. utt_duration=407 frames, utt_pad_proportion=0.06777, over 24419.15 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2964, pruned_loss=0.07059, over 2467554.11 frames. utt_duration=1279 frames, utt_pad_proportion=0.04896, over 7726.71 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2895, pruned_loss=0.05389, over 2478216.38 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06931, over 26142.29 utterances.], batch size: 181, lr: 3.61e-04
2022-08-26 10:19:31,754 INFO [train.py:927] (5/8) Epoch 10, batch 19800, giga_loss[loss=0.1972, simple_loss=0.2861, pruned_loss=0.05416, over 12380.00 frames. utt_duration=1239 frames, utt_pad_proportion=0.03991, over 40.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2923, pruned_loss=0.05639, over 2477170.37 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06923, over 24268.30 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2964, pruned_loss=0.07061, over 2467184.28 frames. utt_duration=1271 frames, utt_pad_proportion=0.05262, over 7771.08 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.292, pruned_loss=0.05489, over 2478540.55 frames. utt_duration=380.4 frames, utt_pad_proportion=0.0695, over 26144.60 utterances.], batch size: 40, lr: 3.61e-04
2022-08-26 10:21:22,807 INFO [train.py:927] (5/8) Epoch 10, batch 19850, libri_loss[loss=0.2201, simple_loss=0.3004, pruned_loss=0.06993, over 12327.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.05628, over 51.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.291, pruned_loss=0.05628, over 2477406.42 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06734, over 24560.51 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2965, pruned_loss=0.07067, over 2467183.40 frames. utt_duration=1267 frames, utt_pad_proportion=0.0527, over 7795.31 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2907, pruned_loss=0.05494, over 2478576.91 frames. utt_duration=380.1 frames, utt_pad_proportion=0.06769, over 26163.03 utterances.], batch size: 51, lr: 3.61e-04
2022-08-26 10:23:12,347 INFO [train.py:927] (5/8) Epoch 10, batch 19900, giga_loss[loss=0.2584, simple_loss=0.3477, pruned_loss=0.08457, over 12444.00 frames. utt_duration=542.6 frames, utt_pad_proportion=0.03284, over 92.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2946, pruned_loss=0.05848, over 2477758.81 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06628, over 24090.04 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2963, pruned_loss=0.07045, over 2467436.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.0528, over 7808.52 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2944, pruned_loss=0.05729, over 2478696.34 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06666, over 25735.06 utterances.], batch size: 92, lr: 3.61e-04
2022-08-26 10:24:56,650 INFO [train.py:927] (5/8) Epoch 10, batch 19950, giga_loss[loss=0.2215, simple_loss=0.3163, pruned_loss=0.06332, over 12365.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.3006, pruned_loss=0.06203, over 2476865.39 frames. utt_duration=425 frames, utt_pad_proportion=0.07037, over 23380.60 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2963, pruned_loss=0.07049, over 2467111.85 frames. utt_duration=1268 frames, utt_pad_proportion=0.05185, over 7792.40 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.3005, pruned_loss=0.06083, over 2478135.56 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07079, over 25058.68 utterances.], batch size: 97, lr: 3.61e-04
2022-08-26 10:26:35,665 INFO [train.py:927] (5/8) Epoch 10, batch 20000, giga_loss[loss=0.179, simple_loss=0.266, pruned_loss=0.04599, over 12431.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04492, over 31.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2976, pruned_loss=0.0619, over 2476057.84 frames. utt_duration=450.4 frames, utt_pad_proportion=0.06845, over 22052.81 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2964, pruned_loss=0.07046, over 2467317.38 frames. utt_duration=1274 frames, utt_pad_proportion=0.05057, over 7755.40 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2975, pruned_loss=0.06065, over 2477242.41 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06954, over 23994.91 utterances.], batch size: 31, lr: 3.61e-04
2022-08-26 10:28:17,215 INFO [train.py:927] (5/8) Epoch 10, batch 20050, giga_loss[loss=0.1941, simple_loss=0.2729, pruned_loss=0.05762, over 12189.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04287, over 28.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.292, pruned_loss=0.06071, over 2474363.08 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07165, over 21750.97 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2961, pruned_loss=0.07033, over 2466997.25 frames. utt_duration=1264 frames, utt_pad_proportion=0.05423, over 7815.89 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2923, pruned_loss=0.05945, over 2475931.94 frames. utt_duration=416.9 frames, utt_pad_proportion=0.07146, over 23832.42 utterances.], batch size: 28, lr: 3.61e-04
2022-08-26 10:29:57,751 INFO [train.py:927] (5/8) Epoch 10, batch 20100, libri_loss[loss=0.2197, simple_loss=0.2948, pruned_loss=0.07232, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00577, over 34.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2848, pruned_loss=0.05811, over 2473529.45 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07245, over 20988.90 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2959, pruned_loss=0.07026, over 2467206.30 frames. utt_duration=1270 frames, utt_pad_proportion=0.05264, over 7780.92 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2848, pruned_loss=0.05676, over 2474844.35 frames. utt_duration=428 frames, utt_pad_proportion=0.07292, over 23201.52 utterances.], batch size: 34, lr: 3.60e-04
2022-08-26 10:31:39,396 INFO [train.py:927] (5/8) Epoch 10, batch 20150, giga_loss[loss=0.1939, simple_loss=0.2769, pruned_loss=0.05543, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03587, over 105.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2783, pruned_loss=0.05548, over 2473317.42 frames. utt_duration=497.5 frames, utt_pad_proportion=0.0672, over 19943.35 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2962, pruned_loss=0.0704, over 2467454.61 frames. utt_duration=1271 frames, utt_pad_proportion=0.05222, over 7773.13 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2779, pruned_loss=0.05418, over 2474184.16 frames. utt_duration=455.3 frames, utt_pad_proportion=0.06821, over 21802.88 utterances.], batch size: 105, lr: 3.60e-04
2022-08-26 10:33:21,650 INFO [train.py:927] (5/8) Epoch 10, batch 20200, giga_loss[loss=0.168, simple_loss=0.2483, pruned_loss=0.04386, over 12328.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03437, over 58.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2729, pruned_loss=0.05327, over 2473459.03 frames. utt_duration=517.5 frames, utt_pad_proportion=0.0637, over 19170.69 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2959, pruned_loss=0.07027, over 2467610.91 frames. utt_duration=1273 frames, utt_pad_proportion=0.05185, over 7762.41 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2727, pruned_loss=0.05221, over 2474044.09 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06495, over 20754.80 utterances.], batch size: 58, lr: 3.60e-04
2022-08-26 10:35:02,604 INFO [train.py:927] (5/8) Epoch 10, batch 20250, giga_loss[loss=0.1754, simple_loss=0.2589, pruned_loss=0.04597, over 12206.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03131, over 39.00 utterances.], tot_loss[loss=0.187, simple_loss=0.2695, pruned_loss=0.05221, over 2473738.86 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06352, over 18637.47 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2958, pruned_loss=0.07017, over 2468091.53 frames. utt_duration=1264 frames, utt_pad_proportion=0.05424, over 7817.86 utterances.], giga_tot_loss[loss=0.185, simple_loss=0.2684, pruned_loss=0.05074, over 2474008.27 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06396, over 20330.31 utterances.], batch size: 39, lr: 3.60e-04
2022-08-26 10:36:43,372 INFO [train.py:927] (5/8) Epoch 10, batch 20300, giga_loss[loss=0.1774, simple_loss=0.2501, pruned_loss=0.0523, over 12338.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03024, over 91.00 utterances.], tot_loss[loss=0.1834, simple_loss=0.2654, pruned_loss=0.05073, over 2473949.04 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06265, over 18824.60 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2953, pruned_loss=0.06994, over 2468025.29 frames. utt_duration=1271 frames, utt_pad_proportion=0.05346, over 7774.93 utterances.], giga_tot_loss[loss=0.1815, simple_loss=0.2644, pruned_loss=0.04935, over 2474350.40 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0634, over 20449.08 utterances.], batch size: 91, lr: 3.60e-04
2022-08-26 10:38:25,141 INFO [train.py:927] (5/8) Epoch 10, batch 20350, giga_loss[loss=0.1626, simple_loss=0.236, pruned_loss=0.04462, over 12323.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02572, over 45.00 utterances.], tot_loss[loss=0.1784, simple_loss=0.2602, pruned_loss=0.04832, over 2474673.38 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06063, over 18323.18 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2956, pruned_loss=0.06991, over 2468135.10 frames. utt_duration=1272 frames, utt_pad_proportion=0.05258, over 7770.73 utterances.], giga_tot_loss[loss=0.176, simple_loss=0.2584, pruned_loss=0.0468, over 2475025.32 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06179, over 19869.10 utterances.], batch size: 45, lr: 3.60e-04
2022-08-26 10:40:07,761 INFO [train.py:927] (5/8) Epoch 10, batch 20400, giga_loss[loss=0.2395, simple_loss=0.3118, pruned_loss=0.08358, over 12330.00 frames. utt_duration=582 frames, utt_pad_proportion=0.0333, over 85.00 utterances.], tot_loss[loss=0.1832, simple_loss=0.2645, pruned_loss=0.05098, over 2475466.73 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06349, over 18951.75 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2956, pruned_loss=0.06994, over 2468363.46 frames. utt_duration=1273 frames, utt_pad_proportion=0.05187, over 7763.47 utterances.], giga_tot_loss[loss=0.1806, simple_loss=0.2624, pruned_loss=0.04936, over 2475656.75 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06451, over 20380.77 utterances.], batch size: 85, lr: 3.60e-04
2022-08-26 10:41:47,389 INFO [train.py:927] (5/8) Epoch 10, batch 20450, giga_loss[loss=0.2387, simple_loss=0.3164, pruned_loss=0.0805, over 12145.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04183, over 33.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2747, pruned_loss=0.05545, over 2475256.78 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05942, over 18382.79 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2954, pruned_loss=0.0698, over 2468476.45 frames. utt_duration=1277 frames, utt_pad_proportion=0.05042, over 7743.95 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2722, pruned_loss=0.0537, over 2475584.86 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06117, over 19947.74 utterances.], batch size: 33, lr: 3.60e-04
2022-08-26 10:43:28,364 INFO [train.py:927] (5/8) Epoch 10, batch 20500, giga_loss[loss=0.1833, simple_loss=0.2653, pruned_loss=0.05061, over 12357.00 frames. utt_duration=1767 frames, utt_pad_proportion=0.02977, over 28.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2811, pruned_loss=0.05767, over 2474187.65 frames. utt_duration=559.5 frames, utt_pad_proportion=0.05677, over 17734.46 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2952, pruned_loss=0.0698, over 2468422.38 frames. utt_duration=1282 frames, utt_pad_proportion=0.04952, over 7712.60 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.279, pruned_loss=0.05598, over 2474618.97 frames. utt_duration=515.8 frames, utt_pad_proportion=0.0588, over 19244.88 utterances.], batch size: 28, lr: 3.60e-04
2022-08-26 10:45:13,088 INFO [train.py:927] (5/8) Epoch 10, batch 20550, giga_loss[loss=0.2559, simple_loss=0.3308, pruned_loss=0.09049, over 12358.00 frames. utt_duration=583 frames, utt_pad_proportion=0.03152, over 85.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2855, pruned_loss=0.05888, over 2475078.21 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05464, over 17533.96 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2949, pruned_loss=0.06952, over 2468440.49 frames. utt_duration=1286 frames, utt_pad_proportion=0.04862, over 7687.09 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2839, pruned_loss=0.05754, over 2475558.58 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05681, over 18981.47 utterances.], batch size: 85, lr: 3.60e-04
2022-08-26 10:46:56,169 INFO [train.py:927] (5/8) Epoch 10, batch 20600, giga_loss[loss=0.216, simple_loss=0.3017, pruned_loss=0.06514, over 12344.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03304, over 51.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2894, pruned_loss=0.06105, over 2474099.05 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05622, over 17153.87 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.295, pruned_loss=0.06958, over 2468367.19 frames. utt_duration=1287 frames, utt_pad_proportion=0.04803, over 7679.34 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2878, pruned_loss=0.05977, over 2474647.48 frames. utt_duration=537 frames, utt_pad_proportion=0.05815, over 18484.77 utterances.], batch size: 51, lr: 3.60e-04
2022-08-26 10:48:37,840 INFO [train.py:927] (5/8) Epoch 10, batch 20650, giga_loss[loss=0.2398, simple_loss=0.3265, pruned_loss=0.0766, over 12401.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05637, over 162.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2946, pruned_loss=0.06328, over 2473691.54 frames. utt_duration=557.6 frames, utt_pad_proportion=0.05902, over 17793.65 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2947, pruned_loss=0.06939, over 2468256.72 frames. utt_duration=1291 frames, utt_pad_proportion=0.04752, over 7659.27 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2935, pruned_loss=0.06232, over 2474291.75 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06055, over 18985.00 utterances.], batch size: 162, lr: 3.60e-04
2022-08-26 10:50:18,356 INFO [train.py:927] (5/8) Epoch 10, batch 20700, giga_loss[loss=0.2057, simple_loss=0.3039, pruned_loss=0.05373, over 12312.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.0243, over 48.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2979, pruned_loss=0.06481, over 2473714.48 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06631, over 18036.71 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.295, pruned_loss=0.06945, over 2468528.09 frames. utt_duration=1289 frames, utt_pad_proportion=0.04603, over 7666.27 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2968, pruned_loss=0.06372, over 2474223.89 frames. utt_duration=508 frames, utt_pad_proportion=0.06798, over 19539.05 utterances.], batch size: 48, lr: 3.60e-04
2022-08-26 10:52:07,576 INFO [train.py:927] (5/8) Epoch 10, batch 20750, giga_loss[loss=0.2415, simple_loss=0.3433, pruned_loss=0.06982, over 12289.00 frames. utt_duration=746.5 frames, utt_pad_proportion=0.03307, over 66.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2992, pruned_loss=0.06412, over 2473371.98 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06295, over 17145.88 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2946, pruned_loss=0.06933, over 2468052.12 frames. utt_duration=1282 frames, utt_pad_proportion=0.04977, over 7709.46 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2988, pruned_loss=0.06321, over 2474329.14 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06336, over 18574.42 utterances.], batch size: 66, lr: 3.60e-04
2022-08-26 10:53:47,865 INFO [train.py:927] (5/8) Epoch 10, batch 20800, giga_loss[loss=0.2055, simple_loss=0.2917, pruned_loss=0.0597, over 12347.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03284, over 58.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2994, pruned_loss=0.06366, over 2473478.41 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06505, over 17295.37 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2945, pruned_loss=0.06929, over 2467872.45 frames. utt_duration=1285 frames, utt_pad_proportion=0.04919, over 7690.10 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2992, pruned_loss=0.06283, over 2474533.17 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06556, over 18672.91 utterances.], batch size: 58, lr: 3.60e-04
2022-08-26 10:55:28,869 INFO [train.py:927] (5/8) Epoch 10, batch 20850, giga_loss[loss=0.2328, simple_loss=0.31, pruned_loss=0.07783, over 12418.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0375, over 105.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.301, pruned_loss=0.06563, over 2473834.57 frames. utt_duration=593 frames, utt_pad_proportion=0.06426, over 16727.83 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2948, pruned_loss=0.06946, over 2468055.81 frames. utt_duration=1286 frames, utt_pad_proportion=0.04897, over 7687.56 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3007, pruned_loss=0.06464, over 2474698.34 frames. utt_duration=547.4 frames, utt_pad_proportion=0.065, over 18131.04 utterances.], batch size: 105, lr: 3.60e-04
2022-08-26 10:57:13,008 INFO [train.py:927] (5/8) Epoch 10, batch 20900, giga_loss[loss=0.2087, simple_loss=0.286, pruned_loss=0.06568, over 12373.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02792, over 48.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3017, pruned_loss=0.06736, over 2473464.67 frames. utt_duration=590.8 frames, utt_pad_proportion=0.06335, over 16788.63 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2946, pruned_loss=0.06931, over 2468102.11 frames. utt_duration=1285 frames, utt_pad_proportion=0.04891, over 7689.29 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3019, pruned_loss=0.06658, over 2474244.22 frames. utt_duration=547 frames, utt_pad_proportion=0.06417, over 18142.48 utterances.], batch size: 48, lr: 3.60e-04
2022-08-26 10:58:55,304 INFO [train.py:927] (5/8) Epoch 10, batch 20950, giga_loss[loss=0.2116, simple_loss=0.2967, pruned_loss=0.06328, over 12349.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03187, over 85.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3008, pruned_loss=0.0671, over 2473627.01 frames. utt_duration=585.1 frames, utt_pad_proportion=0.06097, over 16954.44 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2947, pruned_loss=0.06932, over 2468093.89 frames. utt_duration=1287 frames, utt_pad_proportion=0.04835, over 7680.04 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3008, pruned_loss=0.06644, over 2474327.89 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06205, over 18159.28 utterances.], batch size: 85, lr: 3.60e-04
2022-08-26 11:00:39,951 INFO [train.py:927] (5/8) Epoch 10, batch 21000, giga_loss[loss=0.2042, simple_loss=0.2902, pruned_loss=0.05909, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02641, over 45.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2997, pruned_loss=0.06615, over 2473463.08 frames. utt_duration=587.2 frames, utt_pad_proportion=0.05708, over 16893.21 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2945, pruned_loss=0.0692, over 2468008.42 frames. utt_duration=1289 frames, utt_pad_proportion=0.04833, over 7668.64 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2999, pruned_loss=0.06573, over 2474103.69 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05818, over 17883.04 utterances.], batch size: 45, lr: 3.60e-04
2022-08-26 11:00:39,952 INFO [train.py:958] (5/8) Computing validation loss
2022-08-26 11:00:52,916 INFO [train.py:967] (5/8) 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 11:02:35,340 INFO [train.py:927] (5/8) Epoch 10, batch 21050, giga_loss[loss=0.1756, simple_loss=0.2626, pruned_loss=0.04437, over 12404.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04399, over 146.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2959, pruned_loss=0.06467, over 2473907.89 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06505, over 17815.09 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2947, pruned_loss=0.06924, over 2467948.73 frames. utt_duration=1288 frames, utt_pad_proportion=0.04791, over 7673.54 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2959, pruned_loss=0.06424, over 2474556.42 frames. utt_duration=530 frames, utt_pad_proportion=0.06577, over 18729.82 utterances.], batch size: 146, lr: 3.60e-04
2022-08-26 11:04:18,251 INFO [train.py:927] (5/8) Epoch 10, batch 21100, giga_loss[loss=0.2086, simple_loss=0.2823, pruned_loss=0.06743, over 12381.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02688, over 91.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2919, pruned_loss=0.06358, over 2474454.08 frames. utt_duration=529.9 frames, utt_pad_proportion=0.0696, over 18729.47 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2948, pruned_loss=0.06934, over 2468351.25 frames. utt_duration=1277 frames, utt_pad_proportion=0.05211, over 7742.86 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2919, pruned_loss=0.06309, over 2474736.78 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06884, over 19579.73 utterances.], batch size: 91, lr: 3.60e-04
2022-08-26 11:06:00,271 INFO [train.py:927] (5/8) Epoch 10, batch 21150, giga_loss[loss=0.1824, simple_loss=0.2738, pruned_loss=0.04554, over 12331.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03529, over 51.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.291, pruned_loss=0.06284, over 2473849.22 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06629, over 17887.54 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2952, pruned_loss=0.06974, over 2468288.38 frames. utt_duration=1261 frames, utt_pad_proportion=0.0571, over 7837.17 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2906, pruned_loss=0.06204, over 2474201.59 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06409, over 18616.85 utterances.], batch size: 51, lr: 3.60e-04
2022-08-26 11:07:42,556 INFO [train.py:927] (5/8) Epoch 10, batch 21200, giga_loss[loss=0.1614, simple_loss=0.2452, pruned_loss=0.03882, over 12373.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02644, over 66.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2908, pruned_loss=0.06354, over 2473420.14 frames. utt_duration=566 frames, utt_pad_proportion=0.06653, over 17526.69 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2961, pruned_loss=0.07023, over 2468709.57 frames. utt_duration=1255 frames, utt_pad_proportion=0.05743, over 7875.36 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2896, pruned_loss=0.06226, over 2473498.37 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06477, over 18389.41 utterances.], batch size: 66, lr: 3.60e-04
2022-08-26 11:09:23,166 INFO [train.py:927] (5/8) Epoch 10, batch 21250, giga_loss[loss=0.2194, simple_loss=0.2927, pruned_loss=0.07306, over 12451.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03466, over 105.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2862, pruned_loss=0.06148, over 2474231.42 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06411, over 17044.65 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2962, pruned_loss=0.07023, over 2468832.03 frames. utt_duration=1256 frames, utt_pad_proportion=0.05719, over 7874.98 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2852, pruned_loss=0.06045, over 2474214.25 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06288, over 17758.01 utterances.], batch size: 105, lr: 3.60e-04
2022-08-26 11:11:05,702 INFO [train.py:927] (5/8) Epoch 10, batch 21300, giga_loss[loss=0.1738, simple_loss=0.2497, pruned_loss=0.04897, over 12114.00 frames. utt_duration=1732 frames, utt_pad_proportion=0.04773, over 28.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2827, pruned_loss=0.06028, over 2473537.60 frames. utt_duration=613.4 frames, utt_pad_proportion=0.05881, over 16169.50 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2963, pruned_loss=0.07034, over 2468962.99 frames. utt_duration=1257 frames, utt_pad_proportion=0.05652, over 7862.95 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2816, pruned_loss=0.05924, over 2473468.97 frames. utt_duration=588.3 frames, utt_pad_proportion=0.05828, over 16861.61 utterances.], batch size: 28, lr: 3.60e-04
2022-08-26 11:12:46,558 INFO [train.py:927] (5/8) Epoch 10, batch 21350, giga_loss[loss=0.1857, simple_loss=0.2651, pruned_loss=0.05317, over 12436.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03035, over 80.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.28, pruned_loss=0.05938, over 2473167.82 frames. utt_duration=635.6 frames, utt_pad_proportion=0.05488, over 15601.28 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2961, pruned_loss=0.0703, over 2468908.63 frames. utt_duration=1262 frames, utt_pad_proportion=0.0555, over 7834.25 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2789, pruned_loss=0.05825, over 2473283.00 frames. utt_duration=603.5 frames, utt_pad_proportion=0.05505, over 16434.65 utterances.], batch size: 80, lr: 3.60e-04
2022-08-26 11:14:29,649 INFO [train.py:927] (5/8) Epoch 10, batch 21400, giga_loss[loss=0.2764, simple_loss=0.3384, pruned_loss=0.1073, over 12369.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03195, over 62.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2776, pruned_loss=0.05864, over 2472307.08 frames. utt_duration=646.7 frames, utt_pad_proportion=0.05595, over 15327.41 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2959, pruned_loss=0.07021, over 2468315.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.05514, over 7824.81 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2765, pruned_loss=0.05752, over 2472988.16 frames. utt_duration=612.1 frames, utt_pad_proportion=0.05613, over 16200.02 utterances.], batch size: 62, lr: 3.60e-04
2022-08-26 11:16:13,614 INFO [train.py:927] (5/8) Epoch 10, batch 21450, giga_loss[loss=0.2274, simple_loss=0.3049, pruned_loss=0.07492, over 12455.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03716, over 123.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2793, pruned_loss=0.0609, over 2472935.84 frames. utt_duration=644.6 frames, utt_pad_proportion=0.05724, over 15380.34 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2973, pruned_loss=0.07191, over 2468446.26 frames. utt_duration=1251 frames, utt_pad_proportion=0.05834, over 7902.34 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2767, pruned_loss=0.05828, over 2473501.43 frames. utt_duration=611.8 frames, utt_pad_proportion=0.05605, over 16210.48 utterances.], batch size: 123, lr: 3.60e-04
2022-08-26 11:17:54,194 INFO [train.py:927] (5/8) Epoch 10, batch 21500, giga_loss[loss=0.2154, simple_loss=0.2938, pruned_loss=0.06856, over 12412.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02468, over 48.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2835, pruned_loss=0.06322, over 2472149.90 frames. utt_duration=621.2 frames, utt_pad_proportion=0.06208, over 15956.11 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2972, pruned_loss=0.07183, over 2468265.95 frames. utt_duration=1256 frames, utt_pad_proportion=0.05691, over 7867.24 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.281, pruned_loss=0.06089, over 2472887.18 frames. utt_duration=586.2 frames, utt_pad_proportion=0.06166, over 16917.88 utterances.], batch size: 48, lr: 3.59e-04
2022-08-26 11:19:36,536 INFO [train.py:927] (5/8) Epoch 10, batch 21550, giga_loss[loss=0.2241, simple_loss=0.3112, pruned_loss=0.06847, over 12408.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03406, over 80.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2896, pruned_loss=0.06582, over 2472114.44 frames. utt_duration=607.1 frames, utt_pad_proportion=0.05846, over 16327.75 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2968, pruned_loss=0.07169, over 2468131.33 frames. utt_duration=1259 frames, utt_pad_proportion=0.05635, over 7851.39 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2878, pruned_loss=0.064, over 2472852.76 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05855, over 17212.20 utterances.], batch size: 80, lr: 3.59e-04
2022-08-26 11:21:19,021 INFO [train.py:927] (5/8) Epoch 10, batch 21600, libri_loss[loss=0.2002, simple_loss=0.2818, pruned_loss=0.05928, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005869, over 33.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2944, pruned_loss=0.06695, over 2471430.34 frames. utt_duration=627.8 frames, utt_pad_proportion=0.05422, over 15785.13 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.297, pruned_loss=0.07168, over 2468261.88 frames. utt_duration=1262 frames, utt_pad_proportion=0.05487, over 7833.83 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2926, pruned_loss=0.06533, over 2472028.26 frames. utt_duration=590.8 frames, utt_pad_proportion=0.05516, over 16779.25 utterances.], batch size: 33, lr: 3.59e-04
2022-08-26 11:22:58,006 INFO [train.py:927] (5/8) Epoch 10, batch 21650, giga_loss[loss=0.18, simple_loss=0.2718, pruned_loss=0.04414, over 12383.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04089, over 133.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2985, pruned_loss=0.06816, over 2471455.09 frames. utt_duration=581.7 frames, utt_pad_proportion=0.0594, over 17038.71 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2966, pruned_loss=0.07159, over 2468133.75 frames. utt_duration=1262 frames, utt_pad_proportion=0.05491, over 7832.07 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2974, pruned_loss=0.06688, over 2472102.86 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05984, over 17968.49 utterances.], batch size: 133, lr: 3.59e-04
2022-08-26 11:24:41,017 INFO [train.py:927] (5/8) Epoch 10, batch 21700, giga_loss[loss=0.2065, simple_loss=0.2997, pruned_loss=0.0566, over 12377.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.0277, over 66.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2972, pruned_loss=0.06637, over 2471353.15 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06182, over 17395.15 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2964, pruned_loss=0.0713, over 2468136.58 frames. utt_duration=1266 frames, utt_pad_proportion=0.05353, over 7806.28 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2966, pruned_loss=0.06548, over 2471979.24 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06273, over 18479.42 utterances.], batch size: 66, lr: 3.59e-04
2022-08-26 11:26:23,807 INFO [train.py:927] (5/8) Epoch 10, batch 21750, libri_loss[loss=0.2202, simple_loss=0.3044, pruned_loss=0.06796, over 12419.00 frames. utt_duration=956.9 frames, utt_pad_proportion=0.0728, over 52.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2985, pruned_loss=0.06661, over 2472042.43 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06331, over 18339.42 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2962, pruned_loss=0.07116, over 2468116.15 frames. utt_duration=1267 frames, utt_pad_proportion=0.0531, over 7801.13 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2983, pruned_loss=0.06587, over 2472655.56 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06415, over 19482.37 utterances.], batch size: 52, lr: 3.59e-04
2022-08-26 11:28:07,700 INFO [train.py:927] (5/8) Epoch 10, batch 21800, giga_loss[loss=0.2021, simple_loss=0.2924, pruned_loss=0.05596, over 12448.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04441, over 34.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3001, pruned_loss=0.06708, over 2472042.10 frames. utt_duration=533 frames, utt_pad_proportion=0.06414, over 18603.40 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.296, pruned_loss=0.07105, over 2468026.39 frames. utt_duration=1269 frames, utt_pad_proportion=0.05271, over 7787.15 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3001, pruned_loss=0.06656, over 2472652.94 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06492, over 19608.21 utterances.], batch size: 34, lr: 3.59e-04
2022-08-26 11:29:51,152 INFO [train.py:927] (5/8) Epoch 10, batch 21850, libri_loss[loss=0.227, simple_loss=0.3085, pruned_loss=0.07272, over 12376.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01407, over 41.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3026, pruned_loss=0.06888, over 2472751.70 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06642, over 18697.23 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2967, pruned_loss=0.07128, over 2468173.95 frames. utt_duration=1256 frames, utt_pad_proportion=0.05659, over 7872.21 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.302, pruned_loss=0.06823, over 2473182.98 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06578, over 19626.83 utterances.], batch size: 41, lr: 3.59e-04
2022-08-26 11:31:35,753 INFO [train.py:927] (5/8) Epoch 10, batch 21900, giga_loss[loss=0.1933, simple_loss=0.2866, pruned_loss=0.04994, over 12349.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03343, over 97.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3039, pruned_loss=0.06988, over 2473379.82 frames. utt_duration=528.3 frames, utt_pad_proportion=0.0669, over 18780.66 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2969, pruned_loss=0.07135, over 2468322.03 frames. utt_duration=1257 frames, utt_pad_proportion=0.05613, over 7866.49 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3034, pruned_loss=0.06928, over 2473625.90 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06659, over 19618.35 utterances.], batch size: 97, lr: 3.59e-04
2022-08-26 11:33:18,457 INFO [train.py:927] (5/8) Epoch 10, batch 21950, giga_loss[loss=0.2349, simple_loss=0.3153, pruned_loss=0.07725, over 12265.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03051, over 45.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3047, pruned_loss=0.06947, over 2472208.33 frames. utt_duration=562.2 frames, utt_pad_proportion=0.0624, over 17637.91 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2968, pruned_loss=0.07128, over 2468452.07 frames. utt_duration=1256 frames, utt_pad_proportion=0.05602, over 7867.64 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3045, pruned_loss=0.06902, over 2472388.51 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06247, over 18543.66 utterances.], batch size: 45, lr: 3.59e-04
2022-08-26 11:35:01,599 INFO [train.py:927] (5/8) Epoch 10, batch 22000, giga_loss[loss=0.2372, simple_loss=0.3113, pruned_loss=0.08154, over 12455.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03349, over 86.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3042, pruned_loss=0.06927, over 2472149.75 frames. utt_duration=584.4 frames, utt_pad_proportion=0.06353, over 16964.38 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2969, pruned_loss=0.07147, over 2468399.76 frames. utt_duration=1246 frames, utt_pad_proportion=0.0595, over 7933.50 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3043, pruned_loss=0.06861, over 2472468.95 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06209, over 18014.09 utterances.], batch size: 86, lr: 3.59e-04
2022-08-26 11:36:46,135 INFO [train.py:927] (5/8) Epoch 10, batch 22050, giga_loss[loss=0.2043, simple_loss=0.2922, pruned_loss=0.05814, over 12366.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03101, over 97.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3032, pruned_loss=0.06927, over 2471880.81 frames. utt_duration=589.1 frames, utt_pad_proportion=0.0637, over 16826.53 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2969, pruned_loss=0.07131, over 2468035.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.05807, over 7923.14 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3035, pruned_loss=0.06882, over 2472568.38 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06312, over 17950.03 utterances.], batch size: 97, lr: 3.59e-04
2022-08-26 11:38:26,461 INFO [train.py:927] (5/8) Epoch 10, batch 22100, libri_loss[loss=0.2043, simple_loss=0.3055, pruned_loss=0.0515, over 12187.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008394, over 30.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3036, pruned_loss=0.06936, over 2471654.75 frames. utt_duration=622.4 frames, utt_pad_proportion=0.05924, over 15922.99 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2974, pruned_loss=0.07119, over 2468222.93 frames. utt_duration=1252 frames, utt_pad_proportion=0.05675, over 7892.69 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3035, pruned_loss=0.06907, over 2472146.49 frames. utt_duration=580.2 frames, utt_pad_proportion=0.05961, over 17089.01 utterances.], batch size: 30, lr: 3.59e-04
2022-08-26 11:40:08,376 INFO [train.py:927] (5/8) Epoch 10, batch 22150, giga_loss[loss=0.2214, simple_loss=0.3111, pruned_loss=0.06589, over 12359.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03673, over 122.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3047, pruned_loss=0.06933, over 2470924.93 frames. utt_duration=638.4 frames, utt_pad_proportion=0.05783, over 15519.29 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2981, pruned_loss=0.07102, over 2467865.25 frames. utt_duration=1246 frames, utt_pad_proportion=0.05893, over 7933.14 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3043, pruned_loss=0.06914, over 2471777.12 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05731, over 16775.16 utterances.], batch size: 122, lr: 3.59e-04
2022-08-26 11:41:48,766 INFO [train.py:927] (5/8) Epoch 10, batch 22200, giga_loss[loss=0.2174, simple_loss=0.2981, pruned_loss=0.0684, over 12322.00 frames. utt_duration=914 frames, utt_pad_proportion=0.02346, over 54.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3041, pruned_loss=0.06914, over 2470437.16 frames. utt_duration=635.3 frames, utt_pad_proportion=0.0616, over 15590.12 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2981, pruned_loss=0.07119, over 2467941.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.05891, over 7935.19 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3038, pruned_loss=0.06881, over 2471091.40 frames. utt_duration=592.3 frames, utt_pad_proportion=0.06101, over 16730.92 utterances.], batch size: 54, lr: 3.59e-04
2022-08-26 11:43:30,738 INFO [train.py:927] (5/8) Epoch 10, batch 22250, libri_loss[loss=0.1965, simple_loss=0.2833, pruned_loss=0.05485, over 12422.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02304, over 43.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3013, pruned_loss=0.06815, over 2471137.53 frames. utt_duration=652.5 frames, utt_pad_proportion=0.05753, over 15183.74 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2981, pruned_loss=0.07124, over 2467989.34 frames. utt_duration=1243 frames, utt_pad_proportion=0.05872, over 7948.52 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3012, pruned_loss=0.0678, over 2471664.80 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05737, over 16207.44 utterances.], batch size: 43, lr: 3.59e-04
2022-08-26 11:45:11,781 INFO [train.py:927] (5/8) Epoch 10, batch 22300, giga_loss[loss=0.1913, simple_loss=0.278, pruned_loss=0.05224, over 12343.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2994, pruned_loss=0.06753, over 2472101.81 frames. utt_duration=621.5 frames, utt_pad_proportion=0.05933, over 15948.14 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2978, pruned_loss=0.07107, over 2468152.22 frames. utt_duration=1244 frames, utt_pad_proportion=0.05842, over 7946.22 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2997, pruned_loss=0.06735, over 2472425.17 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05926, over 16854.91 utterances.], batch size: 58, lr: 3.59e-04
2022-08-26 11:46:52,759 INFO [train.py:927] (5/8) Epoch 10, batch 22350, giga_loss[loss=0.227, simple_loss=0.3034, pruned_loss=0.07533, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03391, over 43.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2971, pruned_loss=0.06672, over 2471446.01 frames. utt_duration=636.4 frames, utt_pad_proportion=0.05692, over 15569.61 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2981, pruned_loss=0.07141, over 2467842.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.0587, over 7964.85 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.297, pruned_loss=0.06624, over 2472038.67 frames. utt_duration=604.1 frames, utt_pad_proportion=0.05688, over 16410.11 utterances.], batch size: 43, lr: 3.59e-04
2022-08-26 11:48:33,342 INFO [train.py:927] (5/8) Epoch 10, batch 22400, giga_loss[loss=0.1747, simple_loss=0.2559, pruned_loss=0.04679, over 12310.00 frames. utt_duration=913.3 frames, utt_pad_proportion=0.02426, over 54.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2942, pruned_loss=0.06559, over 2471820.12 frames. utt_duration=646.6 frames, utt_pad_proportion=0.05652, over 15327.81 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2984, pruned_loss=0.07163, over 2467802.42 frames. utt_duration=1230 frames, utt_pad_proportion=0.06252, over 8032.74 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2938, pruned_loss=0.0649, over 2472377.55 frames. utt_duration=617.1 frames, utt_pad_proportion=0.05458, over 16063.61 utterances.], batch size: 54, lr: 3.59e-04
2022-08-26 11:50:14,326 INFO [train.py:927] (5/8) Epoch 10, batch 22450, giga_loss[loss=0.2595, simple_loss=0.324, pruned_loss=0.09748, over 12353.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2914, pruned_loss=0.06456, over 2470651.35 frames. utt_duration=636.2 frames, utt_pad_proportion=0.05988, over 15569.41 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2983, pruned_loss=0.07165, over 2467675.40 frames. utt_duration=1232 frames, utt_pad_proportion=0.0623, over 8023.58 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2911, pruned_loss=0.06396, over 2471222.84 frames. utt_duration=612.1 frames, utt_pad_proportion=0.05834, over 16187.54 utterances.], batch size: 365, lr: 3.59e-04
2022-08-26 11:51:54,622 INFO [train.py:927] (5/8) Epoch 10, batch 22500, giga_loss[loss=0.1887, simple_loss=0.2788, pruned_loss=0.04933, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03114, over 58.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2932, pruned_loss=0.06434, over 2471713.33 frames. utt_duration=595.3 frames, utt_pad_proportion=0.06135, over 16651.43 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2989, pruned_loss=0.07158, over 2467723.38 frames. utt_duration=1233 frames, utt_pad_proportion=0.06126, over 8017.19 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2924, pruned_loss=0.06375, over 2472206.24 frames. utt_duration=572 frames, utt_pad_proportion=0.06054, over 17332.88 utterances.], batch size: 58, lr: 3.59e-04
2022-08-26 11:53:35,148 INFO [train.py:927] (5/8) Epoch 10, batch 22550, giga_loss[loss=0.1796, simple_loss=0.2717, pruned_loss=0.04379, over 12377.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02634, over 66.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2951, pruned_loss=0.0649, over 2472407.12 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06461, over 17842.08 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2987, pruned_loss=0.07161, over 2467488.85 frames. utt_duration=1234 frames, utt_pad_proportion=0.06097, over 8009.59 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2945, pruned_loss=0.06425, over 2473140.49 frames. utt_duration=533 frames, utt_pad_proportion=0.06404, over 18613.35 utterances.], batch size: 66, lr: 3.59e-04
2022-08-26 11:55:12,707 INFO [train.py:927] (5/8) Epoch 10, batch 22600, giga_loss[loss=0.2131, simple_loss=0.3019, pruned_loss=0.0622, over 12445.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03725, over 105.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2944, pruned_loss=0.06375, over 2473217.08 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06166, over 18099.26 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2985, pruned_loss=0.07152, over 2467666.11 frames. utt_duration=1228 frames, utt_pad_proportion=0.06345, over 8047.54 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.294, pruned_loss=0.06307, over 2473829.41 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06032, over 18998.08 utterances.], batch size: 105, lr: 3.59e-04
2022-08-26 11:56:54,669 INFO [train.py:927] (5/8) Epoch 10, batch 22650, giga_loss[loss=0.277, simple_loss=0.3471, pruned_loss=0.1034, over 12394.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2938, pruned_loss=0.06312, over 2473450.21 frames. utt_duration=555.9 frames, utt_pad_proportion=0.05846, over 17844.56 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2984, pruned_loss=0.07153, over 2467538.78 frames. utt_duration=1229 frames, utt_pad_proportion=0.06324, over 8038.31 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2935, pruned_loss=0.06254, over 2474059.23 frames. utt_duration=533.6 frames, utt_pad_proportion=0.05759, over 18597.58 utterances.], batch size: 258, lr: 3.59e-04
2022-08-26 11:58:34,449 INFO [train.py:927] (5/8) Epoch 10, batch 22700, giga_loss[loss=0.2166, simple_loss=0.2964, pruned_loss=0.06846, over 12280.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.03423, over 51.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2954, pruned_loss=0.06414, over 2473754.59 frames. utt_duration=560.5 frames, utt_pad_proportion=0.05784, over 17702.91 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2987, pruned_loss=0.07187, over 2467663.19 frames. utt_duration=1215 frames, utt_pad_proportion=0.06797, over 8133.79 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2948, pruned_loss=0.06331, over 2474208.24 frames. utt_duration=540.9 frames, utt_pad_proportion=0.05542, over 18346.37 utterances.], batch size: 51, lr: 3.59e-04
2022-08-26 12:00:17,776 INFO [train.py:927] (5/8) Epoch 10, batch 22750, giga_loss[loss=0.2684, simple_loss=0.3358, pruned_loss=0.1005, over 12394.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2969, pruned_loss=0.06489, over 2473841.16 frames. utt_duration=572.8 frames, utt_pad_proportion=0.0562, over 17321.96 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2987, pruned_loss=0.07173, over 2467810.36 frames. utt_duration=1221 frames, utt_pad_proportion=0.06624, over 8094.45 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2964, pruned_loss=0.06412, over 2474288.28 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05485, over 18169.87 utterances.], batch size: 259, lr: 3.59e-04
2022-08-26 12:01:57,990 INFO [train.py:927] (5/8) Epoch 10, batch 22800, libri_loss[loss=0.1848, simple_loss=0.266, pruned_loss=0.05177, over 12334.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006117, over 33.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2967, pruned_loss=0.06456, over 2473991.00 frames. utt_duration=574 frames, utt_pad_proportion=0.05892, over 17285.46 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2984, pruned_loss=0.07158, over 2467645.99 frames. utt_duration=1223 frames, utt_pad_proportion=0.06549, over 8079.12 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2966, pruned_loss=0.064, over 2474559.12 frames. utt_duration=548.4 frames, utt_pad_proportion=0.058, over 18099.03 utterances.], batch size: 33, lr: 3.59e-04
2022-08-26 12:03:36,792 INFO [train.py:927] (5/8) Epoch 10, batch 22850, giga_loss[loss=0.1903, simple_loss=0.2829, pruned_loss=0.04881, over 12338.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03462, over 62.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.297, pruned_loss=0.06461, over 2474009.12 frames. utt_duration=572 frames, utt_pad_proportion=0.0583, over 17347.47 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2985, pruned_loss=0.07164, over 2467700.76 frames. utt_duration=1224 frames, utt_pad_proportion=0.06524, over 8072.72 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2968, pruned_loss=0.06408, over 2474433.66 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05769, over 18031.52 utterances.], batch size: 62, lr: 3.59e-04
2022-08-26 12:05:17,465 INFO [train.py:927] (5/8) Epoch 10, batch 22900, giga_loss[loss=0.217, simple_loss=0.3053, pruned_loss=0.06441, over 12357.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07124, over 211.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2945, pruned_loss=0.0632, over 2473871.91 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06053, over 17247.08 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.299, pruned_loss=0.0718, over 2467811.06 frames. utt_duration=1221 frames, utt_pad_proportion=0.06565, over 8094.86 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.294, pruned_loss=0.06258, over 2474171.14 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05979, over 17845.13 utterances.], batch size: 211, lr: 3.59e-04
2022-08-26 12:06:56,504 INFO [train.py:927] (5/8) Epoch 10, batch 22950, giga_loss[loss=0.2096, simple_loss=0.3012, pruned_loss=0.05903, over 12428.00 frames. utt_duration=623 frames, utt_pad_proportion=0.02958, over 80.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2955, pruned_loss=0.06273, over 2473797.28 frames. utt_duration=548.7 frames, utt_pad_proportion=0.0613, over 18083.38 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2989, pruned_loss=0.07172, over 2467577.75 frames. utt_duration=1223 frames, utt_pad_proportion=0.06518, over 8080.96 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2951, pruned_loss=0.06223, over 2474292.00 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06089, over 18652.04 utterances.], batch size: 80, lr: 3.58e-04
2022-08-26 12:08:33,933 INFO [train.py:927] (5/8) Epoch 10, batch 23000, giga_loss[loss=0.2146, simple_loss=0.297, pruned_loss=0.06611, over 12460.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03019, over 55.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2955, pruned_loss=0.06265, over 2474471.64 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06177, over 18571.89 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2987, pruned_loss=0.07166, over 2467442.86 frames. utt_duration=1224 frames, utt_pad_proportion=0.06496, over 8070.56 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2953, pruned_loss=0.06228, over 2474988.45 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06151, over 19063.97 utterances.], batch size: 55, lr: 3.58e-04
2022-08-26 12:10:13,231 INFO [train.py:927] (5/8) Epoch 10, batch 23050, giga_loss[loss=0.2175, simple_loss=0.3077, pruned_loss=0.06361, over 12380.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03596, over 113.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2946, pruned_loss=0.06305, over 2473678.00 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06151, over 18285.19 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2994, pruned_loss=0.07173, over 2467136.93 frames. utt_duration=1229 frames, utt_pad_proportion=0.06401, over 8041.38 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2937, pruned_loss=0.06253, over 2474476.84 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06168, over 18890.54 utterances.], batch size: 113, lr: 3.58e-04
2022-08-26 12:11:50,650 INFO [train.py:927] (5/8) Epoch 10, batch 23100, giga_loss[loss=0.1909, simple_loss=0.2727, pruned_loss=0.05459, over 12341.00 frames. utt_duration=798 frames, utt_pad_proportion=0.0339, over 62.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2914, pruned_loss=0.06216, over 2473371.05 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06011, over 17665.82 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.299, pruned_loss=0.07151, over 2466857.09 frames. utt_duration=1232 frames, utt_pad_proportion=0.06372, over 8018.79 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2909, pruned_loss=0.06171, over 2474421.14 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06038, over 18438.15 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:13:29,860 INFO [train.py:927] (5/8) Epoch 10, batch 23150, giga_loss[loss=0.2117, simple_loss=0.2922, pruned_loss=0.06556, over 12418.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03333, over 80.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.289, pruned_loss=0.06163, over 2472781.74 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05978, over 17405.90 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2987, pruned_loss=0.07138, over 2466460.29 frames. utt_duration=1236 frames, utt_pad_proportion=0.06279, over 7988.64 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2886, pruned_loss=0.06121, over 2474085.65 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06033, over 18214.70 utterances.], batch size: 80, lr: 3.58e-04
2022-08-26 12:15:08,048 INFO [train.py:927] (5/8) Epoch 10, batch 23200, giga_loss[loss=0.1825, simple_loss=0.2538, pruned_loss=0.05562, over 12455.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.0457, over 34.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.285, pruned_loss=0.06021, over 2473455.72 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05901, over 17365.56 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2987, pruned_loss=0.07151, over 2466277.20 frames. utt_duration=1240 frames, utt_pad_proportion=0.0621, over 7966.94 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2846, pruned_loss=0.05961, over 2474745.66 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05973, over 18156.97 utterances.], batch size: 34, lr: 3.58e-04
2022-08-26 12:16:46,526 INFO [train.py:927] (5/8) Epoch 10, batch 23250, giga_loss[loss=0.2003, simple_loss=0.2893, pruned_loss=0.05564, over 12446.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2868, pruned_loss=0.0611, over 2473542.95 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06346, over 17905.10 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2985, pruned_loss=0.07141, over 2466489.11 frames. utt_duration=1244 frames, utt_pad_proportion=0.06144, over 7943.57 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2864, pruned_loss=0.06056, over 2474459.00 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06409, over 18689.14 utterances.], batch size: 105, lr: 3.58e-04
2022-08-26 12:18:23,808 INFO [train.py:927] (5/8) Epoch 10, batch 23300, giga_loss[loss=0.1809, simple_loss=0.279, pruned_loss=0.04139, over 12316.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.02882, over 74.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2895, pruned_loss=0.0615, over 2473648.80 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06211, over 18030.87 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2987, pruned_loss=0.07142, over 2466470.52 frames. utt_duration=1245 frames, utt_pad_proportion=0.06096, over 7934.15 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.289, pruned_loss=0.06098, over 2474453.57 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06286, over 18747.28 utterances.], batch size: 74, lr: 3.58e-04
2022-08-26 12:20:03,294 INFO [train.py:927] (5/8) Epoch 10, batch 23350, giga_loss[loss=0.2221, simple_loss=0.3003, pruned_loss=0.07195, over 12358.00 frames. utt_duration=854 frames, utt_pad_proportion=0.02957, over 58.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2916, pruned_loss=0.06277, over 2473265.94 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05935, over 17732.03 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2989, pruned_loss=0.07154, over 2466530.69 frames. utt_duration=1247 frames, utt_pad_proportion=0.05971, over 7919.90 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2908, pruned_loss=0.06186, over 2474143.67 frames. utt_duration=530 frames, utt_pad_proportion=0.06053, over 18724.62 utterances.], batch size: 58, lr: 3.58e-04
2022-08-26 12:21:47,885 INFO [train.py:927] (5/8) Epoch 10, batch 23400, giga_loss[loss=0.2591, simple_loss=0.3371, pruned_loss=0.09057, over 12397.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03361, over 80.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2973, pruned_loss=0.06669, over 2473301.35 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06232, over 17953.06 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2991, pruned_loss=0.07168, over 2466455.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.06317, over 7985.42 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2963, pruned_loss=0.06568, over 2474210.15 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06197, over 18912.04 utterances.], batch size: 80, lr: 3.58e-04
2022-08-26 12:23:27,485 INFO [train.py:927] (5/8) Epoch 10, batch 23450, giga_loss[loss=0.2476, simple_loss=0.3224, pruned_loss=0.08642, over 12340.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03303, over 85.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3043, pruned_loss=0.07118, over 2474285.95 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06329, over 18578.25 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2993, pruned_loss=0.07175, over 2466781.13 frames. utt_duration=1228 frames, utt_pad_proportion=0.0664, over 8046.50 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3033, pruned_loss=0.07022, over 2474911.11 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06184, over 19550.91 utterances.], batch size: 85, lr: 3.58e-04
2022-08-26 12:25:09,531 INFO [train.py:927] (5/8) Epoch 10, batch 23500, giga_loss[loss=0.2338, simple_loss=0.3185, pruned_loss=0.07459, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03758, over 40.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3117, pruned_loss=0.07692, over 2475082.38 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06508, over 19646.98 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2989, pruned_loss=0.07163, over 2466839.74 frames. utt_duration=1232 frames, utt_pad_proportion=0.06527, over 8018.48 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3114, pruned_loss=0.0763, over 2475705.74 frames. utt_duration=480 frames, utt_pad_proportion=0.0643, over 20695.75 utterances.], batch size: 40, lr: 3.58e-04
2022-08-26 12:26:54,801 INFO [train.py:927] (5/8) Epoch 10, batch 23550, giga_loss[loss=0.2702, simple_loss=0.3408, pruned_loss=0.09978, over 12365.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03638, over 122.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3174, pruned_loss=0.08182, over 2474890.40 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07265, over 20945.00 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2989, pruned_loss=0.07167, over 2466798.55 frames. utt_duration=1233 frames, utt_pad_proportion=0.06503, over 8010.39 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3173, pruned_loss=0.08133, over 2475458.91 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07188, over 21836.20 utterances.], batch size: 122, lr: 3.58e-04
2022-08-26 12:28:41,423 INFO [train.py:927] (5/8) Epoch 10, batch 23600, giga_loss[loss=0.218, simple_loss=0.305, pruned_loss=0.06548, over 12471.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04138, over 31.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3215, pruned_loss=0.08602, over 2475252.38 frames. utt_duration=451.5 frames, utt_pad_proportion=0.08147, over 21999.74 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2987, pruned_loss=0.07139, over 2466808.18 frames. utt_duration=1240 frames, utt_pad_proportion=0.06392, over 7968.62 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3221, pruned_loss=0.0862, over 2475892.93 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08102, over 23070.84 utterances.], batch size: 31, lr: 3.58e-04
2022-08-26 12:30:29,095 INFO [train.py:927] (5/8) Epoch 10, batch 23650, giga_loss[loss=0.2365, simple_loss=0.308, pruned_loss=0.08247, over 12259.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02651, over 54.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3242, pruned_loss=0.08779, over 2475033.50 frames. utt_duration=469.2 frames, utt_pad_proportion=0.08008, over 21165.65 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2988, pruned_loss=0.07143, over 2466818.86 frames. utt_duration=1230 frames, utt_pad_proportion=0.06735, over 8031.56 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3251, pruned_loss=0.08819, over 2475683.95 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07888, over 22208.69 utterances.], batch size: 54, lr: 3.58e-04
2022-08-26 12:32:14,382 INFO [train.py:927] (5/8) Epoch 10, batch 23700, giga_loss[loss=0.2469, simple_loss=0.3205, pruned_loss=0.08671, over 12437.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03603, over 123.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3241, pruned_loss=0.08878, over 2474414.20 frames. utt_duration=462.8 frames, utt_pad_proportion=0.0838, over 21456.16 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2985, pruned_loss=0.07142, over 2466863.09 frames. utt_duration=1236 frames, utt_pad_proportion=0.06613, over 7993.19 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3256, pruned_loss=0.08947, over 2475060.76 frames. utt_duration=439.3 frames, utt_pad_proportion=0.08318, over 22611.48 utterances.], batch size: 123, lr: 3.58e-04
2022-08-26 12:33:55,899 INFO [train.py:927] (5/8) Epoch 10, batch 23750, giga_loss[loss=0.2573, simple_loss=0.3251, pruned_loss=0.09468, over 12261.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02891, over 42.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3253, pruned_loss=0.08889, over 2474326.75 frames. utt_duration=461.8 frames, utt_pad_proportion=0.08447, over 21498.42 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2985, pruned_loss=0.07149, over 2466849.93 frames. utt_duration=1215 frames, utt_pad_proportion=0.07458, over 8132.48 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3271, pruned_loss=0.08983, over 2475056.50 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08142, over 22651.78 utterances.], batch size: 42, lr: 3.58e-04
2022-08-26 12:35:42,331 INFO [train.py:927] (5/8) Epoch 10, batch 23800, giga_loss[loss=0.2241, simple_loss=0.3071, pruned_loss=0.07055, over 12456.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.0424, over 31.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.325, pruned_loss=0.08817, over 2473879.46 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08347, over 21592.74 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2986, pruned_loss=0.07149, over 2466707.88 frames. utt_duration=1218 frames, utt_pad_proportion=0.07372, over 8112.60 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3267, pruned_loss=0.08914, over 2474694.52 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08143, over 22716.48 utterances.], batch size: 31, lr: 3.58e-04
2022-08-26 12:37:28,739 INFO [train.py:927] (5/8) Epoch 10, batch 23850, giga_loss[loss=0.274, simple_loss=0.3472, pruned_loss=0.1004, over 12417.00 frames. utt_duration=273 frames, utt_pad_proportion=0.0618, over 183.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3242, pruned_loss=0.08613, over 2473730.93 frames. utt_duration=454.9 frames, utt_pad_proportion=0.08089, over 21819.48 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2987, pruned_loss=0.07149, over 2466604.98 frames. utt_duration=1219 frames, utt_pad_proportion=0.07298, over 8102.04 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3257, pruned_loss=0.08708, over 2474532.50 frames. utt_duration=434 frames, utt_pad_proportion=0.07966, over 22885.02 utterances.], batch size: 183, lr: 3.58e-04
2022-08-26 12:39:10,731 INFO [train.py:927] (5/8) Epoch 10, batch 23900, giga_loss[loss=0.3163, simple_loss=0.3603, pruned_loss=0.1361, over 12384.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1078, over 259.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3219, pruned_loss=0.08442, over 2474114.97 frames. utt_duration=460.9 frames, utt_pad_proportion=0.0787, over 21538.25 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2989, pruned_loss=0.07166, over 2467133.73 frames. utt_duration=1210 frames, utt_pad_proportion=0.0759, over 8167.74 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3238, pruned_loss=0.08547, over 2474526.51 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07694, over 22754.74 utterances.], batch size: 259, lr: 3.58e-04
2022-08-26 12:40:55,700 INFO [train.py:927] (5/8) Epoch 10, batch 23950, giga_loss[loss=0.2266, simple_loss=0.3025, pruned_loss=0.07528, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03331, over 80.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3209, pruned_loss=0.08408, over 2474481.07 frames. utt_duration=452.2 frames, utt_pad_proportion=0.0792, over 21957.31 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2986, pruned_loss=0.07156, over 2467196.27 frames. utt_duration=1210 frames, utt_pad_proportion=0.07599, over 8168.04 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3229, pruned_loss=0.08519, over 2474852.45 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07781, over 23095.59 utterances.], batch size: 80, lr: 3.58e-04
2022-08-26 12:42:49,538 INFO [train.py:927] (5/8) Epoch 10, batch 24000, giga_loss[loss=0.2039, simple_loss=0.291, pruned_loss=0.05842, over 12473.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03492, over 26.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3189, pruned_loss=0.08214, over 2473541.97 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07719, over 20730.27 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2985, pruned_loss=0.07157, over 2466894.44 frames. utt_duration=1202 frames, utt_pad_proportion=0.07891, over 8219.90 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.321, pruned_loss=0.08321, over 2474218.45 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07508, over 21818.62 utterances.], batch size: 26, lr: 3.58e-04
2022-08-26 12:42:49,539 INFO [train.py:958] (5/8) Computing validation loss
2022-08-26 12:43:04,617 INFO [train.py:967] (5/8) 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 12:44:47,102 INFO [train.py:927] (5/8) Epoch 10, batch 24050, giga_loss[loss=0.2346, simple_loss=0.3177, pruned_loss=0.07574, over 12341.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03102, over 70.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3197, pruned_loss=0.08057, over 2473958.30 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07251, over 19727.70 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2992, pruned_loss=0.0719, over 2467467.27 frames. utt_duration=1195 frames, utt_pad_proportion=0.08149, over 8268.49 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3213, pruned_loss=0.08136, over 2474111.49 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07002, over 20830.51 utterances.], batch size: 70, lr: 3.58e-04
2022-08-26 12:46:32,641 INFO [train.py:927] (5/8) Epoch 10, batch 24100, giga_loss[loss=0.2026, simple_loss=0.2914, pruned_loss=0.05688, over 12385.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02726, over 70.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3196, pruned_loss=0.08075, over 2474190.15 frames. utt_duration=494 frames, utt_pad_proportion=0.07223, over 20091.24 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2994, pruned_loss=0.07193, over 2467477.36 frames. utt_duration=1195 frames, utt_pad_proportion=0.08092, over 8266.78 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3209, pruned_loss=0.08144, over 2474365.77 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07049, over 21074.53 utterances.], batch size: 70, lr: 3.58e-04
2022-08-26 12:48:17,395 INFO [train.py:927] (5/8) Epoch 10, batch 24150, giga_loss[loss=0.2116, simple_loss=0.298, pruned_loss=0.06259, over 12394.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.02636, over 70.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3181, pruned_loss=0.08072, over 2474178.60 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06945, over 20111.90 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2996, pruned_loss=0.072, over 2467350.33 frames. utt_duration=1199 frames, utt_pad_proportion=0.07999, over 8244.89 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3192, pruned_loss=0.08132, over 2474519.48 frames. utt_duration=471.1 frames, utt_pad_proportion=0.06847, over 21074.29 utterances.], batch size: 70, lr: 3.58e-04
2022-08-26 12:50:03,051 INFO [train.py:927] (5/8) Epoch 10, batch 24200, giga_loss[loss=0.259, simple_loss=0.3526, pruned_loss=0.0827, over 12392.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04411, over 26.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3174, pruned_loss=0.07978, over 2473805.41 frames. utt_duration=495.4 frames, utt_pad_proportion=0.072, over 20030.56 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2993, pruned_loss=0.07187, over 2467387.05 frames. utt_duration=1201 frames, utt_pad_proportion=0.07905, over 8228.98 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3188, pruned_loss=0.08052, over 2474155.66 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07139, over 21017.90 utterances.], batch size: 26, lr: 3.58e-04
2022-08-26 12:51:44,779 INFO [train.py:927] (5/8) Epoch 10, batch 24250, giga_loss[loss=0.2256, simple_loss=0.3122, pruned_loss=0.06948, over 12351.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02877, over 66.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3169, pruned_loss=0.0795, over 2473810.35 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07117, over 19970.15 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2992, pruned_loss=0.07168, over 2467182.86 frames. utt_duration=1206 frames, utt_pad_proportion=0.07665, over 8191.92 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3189, pruned_loss=0.08056, over 2474546.67 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07143, over 21267.89 utterances.], batch size: 66, lr: 3.58e-04
2022-08-26 12:52:00,162 INFO [utils.py:968] (5/8) Saving batch to lstm_transducer_stateless2/exp/batch-8d62d777-8090-c4bd-d6a7-4dbe3e572e0f.pt
2022-08-26 12:52:00,244 INFO [utils.py:974] (5/8) features shape: torch.Size([51, 1003, 80])
2022-08-26 12:52:00,249 INFO [utils.py:978] (5/8) num tokens: 2970